{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# HATLAS-SGP master catalogue: Flags" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": true }, "outputs": [], "source": [ "import numpy as np\n", "from astropy.table import Table, Column\n", "import itertools\n", "\n", "import glob\n", "\n", "from herschelhelp_internal.flagging import flag_outliers" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": true }, "outputs": [], "source": [ "\n", "FIELD = 'SGP'\n", "SUFFIX = '20180221'\n", "# On XMM-LSS we have a list of tiles due to the large size of the field. \n", "# Therefore, we here process each in turn\n", "file_list = glob.glob('../../dmu1/dmu1_ml_SGP/data/tiles/sub_catalogue_sgp_{}_*.fits'.format(SUFFIX))" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": true }, "outputs": [], "source": [ "g_bands = [\"OmegaCAM g\", \"DECam g\", \"GPC1 g\"]\n", "r_bands = [\"OmegaCAM r\", \"DECam r\", \"GPC1 r\"]\n", "i_bands = [\"OmegaCAM i\", \"DECam i\", \"GPC1 i\"]\n", "z_bands = [\"OmegaCAM z\", \"DECam z\", \"GPC1 z\", \"VISTA Z\"]\n", "y_bands = [ \"DECam y\", \"GPC1 y\", \"VISTA Y\"]\n", "\n", "all_bands = [g_bands, r_bands, i_bands, z_bands, y_bands]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Magnitudes and magnitude erros" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": true }, "outputs": [], "source": [ "def flag_mag(master_catalogue, flagcol, mask):\n", " \n", " # Add flag columns if does not exist\n", " if flagcol not in master_catalogue.colnames:\n", " master_catalogue.add_column(Column(data=np.zeros(len(master_catalogue), dtype=bool), name=flagcol))\n", " \n", " # Flagged\n", " master_catalogue[flagcol][mask] = np.ones(len(mask), dtype=bool)\n", " print(' Number of flagged objects:', len(master_catalogue[flagcol][mask]))\n", " return master_catalogue" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 1.a Pan-STARRS Aperture and Total magnitude errors" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": true }, "outputs": [], "source": [ "def panstars_loopable(master_catalogue):\n", " ## dmu0: Pan-STARRS stack cat \n", " gpc1_err = 0.0010860000038519502\n", " bands = [\"GPC1 g\", \"GPC1 r\", \"GPC1 i\", \"GPC1 z\", \"GPC1 y\"]\n", "\n", " for i, band in enumerate(bands):\n", " print(band)\n", " basecol = band.replace(\" \", \"_\").lower()\n", " \n", " ecol_ap, ecol_tot = \"merr_ap_{}\".format(basecol), \"merr_{}\".format(basecol)\n", " flagcol_ap, flagcol_tot = \"flag_ap_{}\".format(basecol), \"flag_{}\".format(basecol)\n", " \n", " mask_ap = np.where(master_catalogue[ecol_ap] == gpc1_err)[0]\n", " mask_tot = np.where(master_catalogue[ecol_tot] == gpc1_err)[0]\n", " \n", " print(' Aperture magnitude')\n", " master_catalogue = flag_mag(master_catalogue, flagcol_ap, mask_ap)\n", " print(' Total magnitude')\n", " master_catalogue = flag_mag(master_catalogue, flagcol_tot, mask_tot)\n", " \n", " return master_catalogue\n", " " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Outliers" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": true }, "outputs": [], "source": [ "def outliers_loopable(master_catalogue):\n", " for band_of_a_kind in all_bands:\n", " for band1, band2 in itertools.combinations(band_of_a_kind, 2):\n", " #print(band1, band2)\n", " \n", " basecol1, basecol2 = band1.replace(\" \", \"_\").lower(), band2.replace(\" \", \"_\").lower()\n", " \n", " # Aperture mag\n", " col1, col2 = \"m_ap_{}\".format(basecol1), \"m_ap_{}\".format(basecol2)\n", " ecol1, ecol2 = \"merr_ap_{}\".format(basecol1), \"merr_ap_{}\".format(basecol2)\n", " flagcol1, flagcol2 = \"flag_ap_{}\".format(basecol1), \"flag_ap_{}\".format(basecol2)\n", " \n", " try:\n", " master_catalogue = flag_outliers(master_catalogue, col1, col2,\n", " ecol1, ecol2,\n", " flagcol1, flagcol2,\n", " labels=(\"{} (aperture)\".format(band1), \"{} (aperture)\".format(band2)))\n", " except KeyError:\n", " print(\"One of {} and {} is not present in the catalogue.\".format(col1, col2))\n", " \n", " \n", " # Tot mag\n", " col1, col2 = \"m_{}\".format(basecol1), \"m_{}\".format(basecol2) \n", " ecol1, ecol2 = \"merr_{}\".format(basecol1), \"merr_{}\".format(basecol2) \n", " flagcol1, flagcol2 = \"flag_{}\".format(basecol1), \"flag_{}\".format(basecol2)\n", " \n", " try:\n", " master_catalogue = flag_outliers(master_catalogue, col1, col2, \n", " ecol1, ecol2,\n", " flagcol1, flagcol2,\n", " labels=(\"{} (total)\".format(band1), \"{} (total)\".format(band2))) \n", " except KeyError:\n", " print(\"One of {} and {} is not present in the catalogue.\".format(col1, col2)) \n", " return master_catalogue \n", " " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3. Save table" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 6\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 6\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 9\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 9\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 10\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 8\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 2\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 66\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 61\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 11\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 143\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 149\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 2\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 2\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 145\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 198\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 46\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 141\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 177\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 7\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 62\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 64\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 1\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 13\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 8\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 11\n", " Total magnitude\n", " Number of flagged objects: 10\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 3\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 63\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 63\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 2\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 107\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 114\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 163\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 184\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 58\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 157\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 179\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 11\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 101\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 106\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 25\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 13\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 1\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 1\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 71\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 106\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 0\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 179\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 199\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 144\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 248\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 8\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 183\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 238\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 4\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 114\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 120\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 24\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 16\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 3\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 0\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 34\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 79\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 1\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 26\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 99\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 131\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 1\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 105\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 176\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 27\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 132\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 174\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 9\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 5\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 127\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 158\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 26\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 22\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 3\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 1\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 36\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 65\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 1\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 111\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 126\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 137\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 172\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 2\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 65\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 159\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 169\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 7\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 3\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 2\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 134\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 138\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 1\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 33\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 31\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 2\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 2\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 4\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 20\n", " Total magnitude\n", " Number of flagged objects: 21\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 10\n", " Total magnitude\n", " Number of flagged objects: 10\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 3\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 79\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 82\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 7\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 154\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 159\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 181\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 215\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 3\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 53\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 205\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 261\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 16\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 4\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 4\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 165\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 178\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 2\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 2\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 47\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 34\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 6\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 80\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 59\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 1\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 9\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 180\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 187\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 1\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 186\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 249\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 48\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 155\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 212\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 10\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 4\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 45\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 44\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 11\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 9\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 9\n", " Total magnitude\n", " Number of flagged objects: 10\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 10\n", " Total magnitude\n", " Number of flagged objects: 7\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 73\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 62\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 1\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 127\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 130\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 165\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 194\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 59\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 168\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 209\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 5\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 3\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 162\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 167\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 53\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 46\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 10\n", " Total magnitude\n", " Number of flagged objects: 13\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 9\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 10\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 1\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 79\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 111\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 1\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 39\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 171\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 194\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 8\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 193\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 260\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 3\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 83\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 184\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 231\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 3\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 146\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 169\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 1\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 40\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 28\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 1\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 77\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 92\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 1\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 137\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 161\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 122\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 163\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 2\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 0\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 129\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 139\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 10\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 3\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 2\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 122\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 140\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 34\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 22\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 3\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 8\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 39\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 11\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 52\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 80\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 1\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 6\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 78\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 99\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 1\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 66\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 108\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 5\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 71\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 74\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 19\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 13\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 3\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 7\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 7\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 3\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 11\n", " Total magnitude\n", " Number of flagged objects: 11\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 8\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 5\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 65\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 63\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 0\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 123\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 128\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 152\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 162\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 27\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 143\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 187\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 11\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 127\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 138\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 3\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 32\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 22\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 1\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 2\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 17\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 79\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 1\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 13\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 154\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 181\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 211\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 220\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 65\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 117\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 205\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 8\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 4\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 114\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 131\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 1\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 55\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 39\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 1\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 1\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 70\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 73\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 1\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 16\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 125\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 130\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 132\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 167\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 0\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 155\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 182\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 4\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 131\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 145\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 33\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 28\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 2\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 5\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 12\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 15\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 8\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 91\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 85\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 1\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 2\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 176\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 178\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 227\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 241\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 54\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 229\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 237\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 7\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 3\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 202\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 206\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 54\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 49\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 2\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 10\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 9\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 9\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 2\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 19\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 91\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 29\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 171\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 200\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 1\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 2\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 172\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 262\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 1\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 2\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 29\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 182\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 225\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 3\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 176\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 197\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 51\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 36\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 4\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 8\n", " Total magnitude\n", " Number of flagged objects: 12\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 8\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 7\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 41\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 71\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 7\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 154\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 157\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 2\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 184\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 210\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 77\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 109\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 202\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 6\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 3\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 111\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 126\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 6\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 5\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 46\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 35\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 9\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 10\n", " Total magnitude\n", " Number of flagged objects: 10\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 15\n", " Total magnitude\n", " Number of flagged objects: 17\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 5\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 69\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 53\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 0\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 142\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 142\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 165\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 213\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 80\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 191\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 235\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 5\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 140\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 144\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 2\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 46\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 45\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 1\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 9\n", " Total magnitude\n", " Number of flagged objects: 11\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 5\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 81\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 75\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 1\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 149\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 154\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 2\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 1\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 187\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 215\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 81\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 148\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 190\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 6\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 45\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 48\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 11\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 12\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 9\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 4\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 62\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 78\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 2\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 6\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 170\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 182\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 4\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 197\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 247\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 10\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 190\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 224\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 8\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 162\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 187\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 51\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 41\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 2\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 12\n", " Total magnitude\n", " Number of flagged objects: 12\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 3\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 59\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 91\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 8\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 191\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 198\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 247\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 259\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 56\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 197\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 233\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 2\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 45\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 38\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 11\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 8\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 6\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 5\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 7\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 7\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 7\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 7\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 3\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 9\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 12\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 7\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 6\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 3\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 10\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 12\n", " Total magnitude\n", " Number of flagged objects: 15\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 9\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 2\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 69\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 48\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 2\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 150\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 151\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 146\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 245\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 22\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 224\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 255\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 7\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 157\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 162\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 43\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 34\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 10\n", " Total magnitude\n", " Number of flagged objects: 11\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 10\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 3\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 106\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 100\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 26\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 191\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 192\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 1\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 1\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 238\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 248\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 10\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 172\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 230\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 6\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 5\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 54\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 47\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 1\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 13\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 10\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 8\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 9\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 11\n", " Total magnitude\n", " Number of flagged objects: 12\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 2\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 46\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 85\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 10\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 136\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 139\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 1\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 1\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 190\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 198\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 54\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 199\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 197\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 6\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 6\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 3\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 171\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 178\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 41\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 41\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 1\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 2\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 39\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 39\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 85\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 89\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 60\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 86\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 72\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 50\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 12\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 3\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 69\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 70\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 13\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 8\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 10\n", " Total magnitude\n", " Number of flagged objects: 12\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 3\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 76\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 75\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 7\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 142\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 144\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 1\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 157\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 199\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 2\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 91\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 168\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 189\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 11\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 6\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 147\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 157\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 2\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 39\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 32\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 5\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 30\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 90\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 1\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 4\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 159\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 177\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 2\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 214\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 249\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 2\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 69\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 120\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 239\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 5\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 202\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 216\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 2\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 60\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 42\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 2\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 2\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 17\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 43\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 20\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 65\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 83\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 65\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 105\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 40\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 97\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 96\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 4\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 79\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 82\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 18\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 9\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 9\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 10\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 8\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 11\n", " Total magnitude\n", " Number of flagged objects: 14\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 10\n", " Total magnitude\n", " Number of flagged objects: 7\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 90\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 98\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 1\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 2\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 148\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 152\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 1\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 1\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 194\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 216\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 58\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 220\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 199\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 7\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 3\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 127\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 138\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 2\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 2\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 35\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 30\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 10\n", " Total magnitude\n", " Number of flagged objects: 10\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 14\n", " Total magnitude\n", " Number of flagged objects: 14\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 10\n", " Total magnitude\n", " Number of flagged objects: 14\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 2\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 99\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 77\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 2\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 11\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 164\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 164\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 1\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 233\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 243\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 2\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 185\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 227\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 44\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 43\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 21\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 17\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 3\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 43\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 43\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 69\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 74\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 39\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 71\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 59\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 52\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 5\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 54\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 56\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 9\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 5\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 11\n", " Total magnitude\n", " Number of flagged objects: 11\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 9\n", " Total magnitude\n", " Number of flagged objects: 16\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 10\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 3\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 84\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 103\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 1\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 26\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 177\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 185\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 14\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 193\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 238\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 63\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 169\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 237\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 10\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 3\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 169\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 174\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 1\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 2\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 46\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 22\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 41\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 75\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 0\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 143\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 159\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 1\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 137\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 216\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 2\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 170\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 212\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 2\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 128\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 145\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 40\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 25\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 9\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 14\n", " Total magnitude\n", " Number of flagged objects: 16\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 15\n", " Total magnitude\n", " Number of flagged objects: 15\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 12\n", " Total magnitude\n", " Number of flagged objects: 12\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 8\n", " Total magnitude\n", " Number of flagged objects: 10\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 47\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 67\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 10\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 172\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 175\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 1\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 221\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 235\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 76\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 206\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 260\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 20\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 2\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 223\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 237\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 1\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 57\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 30\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 2\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 3\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 8\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 4\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 63\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 57\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 7\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 127\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 129\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 3\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 2\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 162\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 191\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 40\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 188\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 210\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 11\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 4\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 137\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 149\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 1\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 3\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 39\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 34\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 3\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 1\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 1\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 41\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 45\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 1\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 8\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 81\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 86\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 2\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 8\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 73\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 103\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 42\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 74\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 105\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 5\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 98\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 103\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 1\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 21\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 8\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 12\n", " Total magnitude\n", " Number of flagged objects: 12\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 2\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 83\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 81\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 1\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 12\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 143\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 152\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 2\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 2\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 161\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 210\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 90\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 177\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 184\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 6\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 6\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 1\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 3\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 142\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 140\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 1\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 1\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 2\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 37\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 36\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 1\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 70\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 66\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 2\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 139\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 145\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 1\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 1\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 164\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 198\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 7\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 186\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 220\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 11\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 141\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 149\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 40\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 28\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 5\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 14\n", " Total magnitude\n", " Number of flagged objects: 16\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 10\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 11\n", " Total magnitude\n", " Number of flagged objects: 14\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 6\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 48\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 77\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 0\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 165\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 167\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 1\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 1\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 175\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 229\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 101\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 222\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 231\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 9\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 113\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 119\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 35\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 24\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 2\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 4\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 11\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 82\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 17\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 147\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 171\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 170\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 218\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 59\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 149\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 232\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 6\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 185\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 189\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 54\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 32\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 1\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 64\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 79\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 4\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 166\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 182\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 168\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 243\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 3\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 178\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 231\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 10\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 3\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 161\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 185\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 62\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 50\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 9\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 13\n", " Total magnitude\n", " Number of flagged objects: 11\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 5\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 75\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 57\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 0\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 159\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 159\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 146\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 234\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 1\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 214\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 241\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 6\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 174\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 176\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 51\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 46\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 5\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 15\n", " Total magnitude\n", " Number of flagged objects: 15\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 10\n", " Total magnitude\n", " Number of flagged objects: 13\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 11\n", " Total magnitude\n", " Number of flagged objects: 10\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 6\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 81\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 65\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 2\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 20\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 162\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 166\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 192\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 218\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 4\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 7\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 168\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 191\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 7\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 3\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 58\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 51\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 1\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 2\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 11\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 9\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 1\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 3\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 0\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 1\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 1\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 46\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 45\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 83\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 87\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 58\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 77\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 38\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 52\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 54\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 64\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 26\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 12\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 8\n", " Total magnitude\n", " Number of flagged objects: 12\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 12\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 9\n", " Total magnitude\n", " Number of flagged objects: 8\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 87\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 87\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 1\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 1\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 145\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 159\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 194\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 202\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 71\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 223\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 213\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 5\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 4\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 2\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 152\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 175\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 1\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 2\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 36\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 37\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 1\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 14\n", " Total magnitude\n", " Number of flagged objects: 15\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 9\n", " Total magnitude\n", " Number of flagged objects: 11\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 3\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 111\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 114\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 9\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 195\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 200\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 2\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 1\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 253\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 263\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 34\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 206\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 253\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 5\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 49\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 48\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 9\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 6\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 8\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 1\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 26\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 79\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 4\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 144\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 155\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 183\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 210\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 76\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 186\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 202\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 16\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 4\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 150\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 152\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 39\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 31\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 5\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 7\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 68\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 1\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 172\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 183\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 209\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 256\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 66\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 125\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 246\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 4\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 134\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 153\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 2\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 3\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 49\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 41\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 1\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 3\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 4\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 1\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 2\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 53\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 1\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 22\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 72\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 96\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 81\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 124\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 3\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 100\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 113\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 91\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 90\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 1\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 26\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 19\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 8\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 9\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 2\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 82\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 87\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 4\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 141\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 149\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 187\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 219\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 41\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 209\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 211\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 12\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 4\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 162\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 168\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 47\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 31\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 2\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 43\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 42\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 1\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 74\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 85\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 42\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 57\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 55\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 13\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 10\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 63\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 66\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 17\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 9\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 15\n", " Total magnitude\n", " Number of flagged objects: 11\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 13\n", " Total magnitude\n", " Number of flagged objects: 15\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 8\n", " Total magnitude\n", " Number of flagged objects: 10\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 3\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 95\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 80\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 6\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 180\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 185\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 236\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 245\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 2\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 21\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 154\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 215\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 5\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 42\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 45\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 1\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 8\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 7\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 6\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 4\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 2\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 2\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 51\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 87\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 1\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 37\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 156\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 160\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 1\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 151\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 209\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 73\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 186\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 196\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 12\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 3\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 157\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 158\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 42\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 22\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 2\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 3\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 10\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 10\n", " Total magnitude\n", " Number of flagged objects: 10\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 10\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 1\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 76\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 81\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 1\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 171\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 176\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 224\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 238\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 3\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 81\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 178\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 256\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 14\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 9\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 191\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 201\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 52\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 30\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 2\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 36\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 75\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 1\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 3\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 170\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 180\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 159\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 243\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 9\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 195\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 194\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 4\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 145\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 161\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 32\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 22\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 9\n", " Total magnitude\n", " Number of flagged objects: 10\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 10\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 56\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 52\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 1\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 0\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 126\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 128\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 167\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 197\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 10\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 172\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 211\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 7\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 115\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 128\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 31\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 24\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 5\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 7\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 8\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 28\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 57\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 2\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 20\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 94\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 109\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 10\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 105\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 127\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 4\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 42\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 126\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 143\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 2\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 9\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 123\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 128\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 28\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 16\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 10\n", " Total magnitude\n", " Number of flagged objects: 11\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 1\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 71\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 71\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 1\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 8\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 119\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 139\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 1\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 1\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 154\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 197\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 61\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 167\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 174\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 9\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 4\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 6\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 134\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 138\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 38\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 37\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 2\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 9\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 5\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 51\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 61\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 1\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 2\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 145\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 150\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 1\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 161\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 209\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 92\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 182\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 194\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 16\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 10\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 113\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 119\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 33\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 24\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 8\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 2\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 63\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 61\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 0\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 143\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 154\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 164\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 208\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 74\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 185\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 229\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 9\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 141\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 152\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 36\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 20\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 1\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 1\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 21\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 38\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 9\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 79\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 81\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 1\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 93\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 93\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 33\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 79\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 100\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 3\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 93\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 94\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 22\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 15\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 1\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 11\n", " Total magnitude\n", " Number of flagged objects: 11\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 2\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 57\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 45\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 2\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 111\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 113\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 155\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 186\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 61\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 139\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 192\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 10\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 80\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 80\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 12\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 8\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 3\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 10\n", " Total magnitude\n", " Number of flagged objects: 11\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 2\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 81\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 59\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 15\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 155\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 159\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 160\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 211\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 3\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 98\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 164\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 190\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 9\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 84\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 91\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 21\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 17\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 4\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 3\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 1\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 0\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 21\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 72\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 2\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 143\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 171\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 110\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 239\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 36\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 141\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 222\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 12\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 139\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 151\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 36\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 28\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 1\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 1\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 61\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 65\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 13\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 110\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 118\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 10\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 142\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 175\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 33\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 135\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 150\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 9\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 90\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 102\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 20\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 15\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 6\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 11\n", " Total magnitude\n", " Number of flagged objects: 11\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 0\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 74\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 72\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 5\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 130\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 140\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 2\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 1\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 123\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 190\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 82\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 163\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 182\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 11\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 5\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 116\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 122\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 32\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 32\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 9\n", " Total magnitude\n", " Number of flagged objects: 10\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 9\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 3\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 60\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 81\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 8\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 141\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 149\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 1\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 175\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 210\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 3\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 16\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 228\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 253\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 13\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 5\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 176\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 196\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 3\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 3\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 40\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 24\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 11\n", " Total magnitude\n", " Number of flagged objects: 11\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 16\n", " Total magnitude\n", " Number of flagged objects: 15\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 9\n", " Total magnitude\n", " Number of flagged objects: 11\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 3\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 63\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 53\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 18\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 176\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 186\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 150\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 234\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 59\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 174\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 222\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 6\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 50\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 51\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 10\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 9\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 10\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 4\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 56\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 52\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 1\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 3\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 130\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 132\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 176\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 197\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 2\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 47\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 180\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 206\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 9\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 4\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 2\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 161\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 170\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 38\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 30\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 11\n", " Total magnitude\n", " Number of flagged objects: 11\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 3\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 76\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 93\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 42\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 162\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 187\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 1\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 166\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 239\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 118\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 159\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 206\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 2\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 146\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 159\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 1\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 39\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 26\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 3\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 3\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 1\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 1\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 20\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 33\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 6\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 70\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 79\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 88\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 99\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 5\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 95\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 102\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 4\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 1\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 2\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 84\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 81\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 17\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 8\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 2\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 109\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 120\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 10\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 135\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 166\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 145\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 191\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 7\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 162\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 189\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 15\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 10\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 114\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 142\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 4\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 31\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 26\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 5\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 6\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 8\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 12\n", " Total magnitude\n", " Number of flagged objects: 11\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 4\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 79\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 82\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 0\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 148\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 152\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 204\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 228\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 84\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 143\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 234\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 12\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 3\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 8\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 185\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 189\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 3\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 37\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 25\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 8\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 3\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 5\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 7\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 3\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 1\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 1\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 43\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 45\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 8\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 84\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 87\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 81\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 110\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 15\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 68\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 116\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 7\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 70\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 93\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 22\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 19\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 9\n", " Total magnitude\n", " Number of flagged objects: 10\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 3\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 15\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 80\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 7\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 165\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 183\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 1\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 216\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 234\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 52\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 132\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 216\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 13\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 5\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 121\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 131\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 48\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 35\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 11\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 11\n", " Total magnitude\n", " Number of flagged objects: 9\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 83\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 68\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 5\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 135\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 137\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 182\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 198\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 63\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 184\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 187\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 16\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 6\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 5\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 162\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 176\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 1\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 5\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 48\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 43\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 1\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 16\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 75\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 1\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 11\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 152\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 183\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 1\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 1\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 183\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 241\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 20\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 168\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 204\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 2\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 138\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 155\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 1\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 41\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 28\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 4\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 8\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 9\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 1\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 4\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 34\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 77\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 1\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 9\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 158\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 181\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 181\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 227\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 43\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 121\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 226\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 11\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 3\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 162\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 168\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 6\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 6\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 48\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 32\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 4\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 17\n", " Total magnitude\n", " Number of flagged objects: 18\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 9\n", " Total magnitude\n", " Number of flagged objects: 10\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 6\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 96\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 95\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 1\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 15\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 153\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 159\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 1\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 1\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 1\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 191\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 218\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 77\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 144\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 191\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 2\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 16\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 15\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 3\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 6\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 5\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 8\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 11\n", " Total magnitude\n", " Number of flagged objects: 13\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 10\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 10\n", " Total magnitude\n", " Number of flagged objects: 8\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 78\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 67\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 0\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 153\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 154\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 186\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 227\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 24\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 193\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 229\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 4\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 3\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 135\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 133\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 3\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 47\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 40\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 7\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 3\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 11\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 10\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 24\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 25\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 6\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 6\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 12\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 11\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 3\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 19\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 27\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 11\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 9\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 11\n", " Total magnitude\n", " Number of flagged objects: 10\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 8\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 3\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 72\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 47\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 0\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 136\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 138\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 156\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 216\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 16\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 173\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 226\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 9\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 169\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 172\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 44\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 37\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 1\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 2\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 57\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 82\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 3\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 163\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 170\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 1\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 185\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 247\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 5\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 197\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 231\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 4\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 129\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 150\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 45\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 36\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 2\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 9\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 11\n", " Total magnitude\n", " Number of flagged objects: 12\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 12\n", " Total magnitude\n", " Number of flagged objects: 12\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 6\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 88\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 93\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 1\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 9\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 182\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 183\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 2\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 3\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 235\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 250\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 76\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 178\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 221\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 3\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 38\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 38\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 1\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 8\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 7\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 4\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 49\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 47\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 82\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 87\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 58\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 78\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 50\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 28\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 15\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 64\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 63\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 22\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 10\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 3\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 3\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 2\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 9\n", " Total magnitude\n", " Number of flagged objects: 11\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 11\n", " Total magnitude\n", " Number of flagged objects: 13\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 10\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 3\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 13\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 68\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 7\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 122\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 159\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 1\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 203\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 219\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 2\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 76\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 98\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 197\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 6\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 3\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 122\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 123\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 1\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 2\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 43\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 39\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 6\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 3\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 10\n", " Total magnitude\n", " Number of flagged objects: 10\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 8\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 4\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 34\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 64\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 5\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 151\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 156\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 133\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 203\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 84\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 171\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 188\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 11\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 157\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 163\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 1\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 42\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 39\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 10\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 10\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 3\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 76\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 75\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 2\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 132\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 148\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 151\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 198\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 65\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 190\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 198\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 13\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 4\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 2\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 134\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 145\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 45\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 36\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 4\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 9\n", " Total magnitude\n", " Number of flagged objects: 10\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 10\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 3\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 73\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 73\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 29\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 165\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 178\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 1\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 6\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 174\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 214\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 37\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 143\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 202\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 5\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 11\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 173\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 170\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 2\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 2\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 41\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 19\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 3\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 15\n", " Total magnitude\n", " Number of flagged objects: 15\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 9\n", " Total magnitude\n", " Number of flagged objects: 10\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 1\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 91\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 88\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 12\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 187\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 192\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 1\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 234\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 247\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 3\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 8\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 169\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 226\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 3\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 5\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 49\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 51\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 11\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 10\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 3\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 26\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 28\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 39\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 59\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 23\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 34\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 28\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 11\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 30\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 58\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 19\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 14\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 5\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 9\n", " Total magnitude\n", " Number of flagged objects: 11\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 2\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 51\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 44\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 5\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 120\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 122\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 162\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 193\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 16\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 183\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 212\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 5\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 156\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 164\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 34\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 27\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 1\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 1\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 23\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 78\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 1\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 146\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 161\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 122\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 223\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 8\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 170\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 220\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 9\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 6\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 116\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 121\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 36\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 21\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 9\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 10\n", " Total magnitude\n", " Number of flagged objects: 10\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 10\n", " Total magnitude\n", " Number of flagged objects: 12\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 6\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 78\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 86\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 5\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 144\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 158\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 173\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 204\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 79\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 182\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 198\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 9\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 4\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 130\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 136\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 31\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 28\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 2\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 3\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 88\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 91\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 1\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 13\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 145\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 154\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 3\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 189\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 226\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 37\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 189\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 214\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 9\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 5\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 182\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 190\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 41\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 31\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 10\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 1\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 0\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 48\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 54\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 14\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 96\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 104\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 11\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 100\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 125\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 33\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 74\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 128\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 5\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 123\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 126\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 24\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 18\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 2\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 3\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 8\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 5\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 9\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 68\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 10\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 127\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 131\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 182\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 186\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 39\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 110\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 184\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 4\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 169\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 186\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 2\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 2\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 45\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 33\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 1\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 0\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 24\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 87\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 0\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 168\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 187\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 161\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 252\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 0\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 181\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 263\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 6\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 3\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 99\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 111\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 30\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 23\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 10\n", " Total magnitude\n", " Number of flagged objects: 12\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 1\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 56\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 76\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 1\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 9\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 175\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 179\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 151\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 239\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 113\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 202\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 213\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 13\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 5\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 98\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 103\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 16\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 11\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 1\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 1\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 3\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 94\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 95\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 7\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 153\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 168\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 163\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 203\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 11\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 156\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 231\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 8\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 3\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 138\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 147\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 38\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 36\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 4\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 8\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 3\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 5\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 49\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 44\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 0\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 98\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 100\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 134\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 165\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 2\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 33\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 154\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 167\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 20\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 148\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 147\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 1\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 3\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 29\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 24\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 1\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 1\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 49\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 40\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 0\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 72\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 75\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 98\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 102\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 1\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 88\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 107\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 10\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 10\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 3\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 3\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 4\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 59\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 103\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 23\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 136\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 188\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 12\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 173\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 214\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 33\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 171\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 196\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 6\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 3\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 145\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 194\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 5\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 28\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 22\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 3\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 18\n", " Total magnitude\n", " Number of flagged objects: 18\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 8\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 12\n", " Total magnitude\n", " Number of flagged objects: 15\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 4\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 97\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 85\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 9\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 18\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 184\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 188\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 2\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 2\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 196\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 236\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 87\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 112\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 197\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 10\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 55\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 53\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 1\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 17\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 12\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 4\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 10\n", " Total magnitude\n", " Number of flagged objects: 10\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 10\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 12\n", " Total magnitude\n", " Number of flagged objects: 13\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 9\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 50\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 65\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 2\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 5\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 158\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 167\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 184\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 217\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 48\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 192\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 248\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 13\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 6\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 185\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 200\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 3\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 3\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 56\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 40\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 1\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 8\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 10\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 1\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 6\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 61\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 84\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 26\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 146\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 156\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 136\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 207\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 2\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 53\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 165\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 202\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 152\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 158\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 1\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 2\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 50\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 27\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 1\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 12\n", " Total magnitude\n", " Number of flagged objects: 13\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 3\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 90\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 75\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 18\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 147\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 149\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 214\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 217\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 4\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 195\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 210\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 2\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 28\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 31\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 5\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 4\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 12\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 8\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 8\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 54\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 36\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 0\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 105\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 109\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 1\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 137\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 154\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 41\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 150\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 158\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 7\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 7\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 127\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 134\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 28\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 23\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 1\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 4\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 94\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 107\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 1\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 0\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 146\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 173\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 136\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 178\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 0\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 151\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 129\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 11\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 141\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 159\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 38\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 28\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 6\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 3\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 1\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 1\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 75\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 74\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 5\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 134\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 139\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 145\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 179\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 19\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 163\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 186\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 5\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 5\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 130\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 146\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 34\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 29\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 3\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 7\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 52\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 40\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 1\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 116\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 121\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 164\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 177\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 44\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 147\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 199\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 7\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 3\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 113\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 116\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 27\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 16\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 8\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 1\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 41\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 75\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 16\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 167\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 192\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 3\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 176\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 240\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 79\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 182\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 220\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 2\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 136\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 168\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 38\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 31\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 4\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 62\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 62\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 99\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 105\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 77\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 103\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 66\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 50\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 11\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 75\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 80\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 20\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 10\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 1\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 2\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 88\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 90\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 1\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 5\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 148\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 154\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 200\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 215\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 3\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 72\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 197\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 208\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 7\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 148\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 147\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 37\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 26\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 9\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 8\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 94\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 80\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 3\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 14\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 179\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 182\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 2\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 1\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 234\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 249\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 76\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 167\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 229\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 9\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 4\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 70\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 70\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 1\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 10\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 9\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 1\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 3\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 2\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 18\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 67\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 0\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 139\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 156\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 8\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 149\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 221\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 6\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 147\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 187\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 2\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 124\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 151\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 43\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 37\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 8\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 7\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 74\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 71\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 1\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 136\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 147\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 6\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 188\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 205\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 69\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 153\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 216\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 4\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 2\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 85\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 96\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 2\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 4\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 24\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 16\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 1\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 3\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 1\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 0\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 95\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 98\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 3\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 20\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 177\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 202\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 147\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 237\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 35\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 173\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 249\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 9\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 6\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 146\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 156\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 50\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 31\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 8\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 9\n", " Total magnitude\n", " Number of flagged objects: 11\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 8\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 16\n", " Total magnitude\n", " Number of flagged objects: 17\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 5\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 65\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 62\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 7\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 132\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 137\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 1\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 159\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 199\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 81\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 172\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 214\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 10\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 3\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 136\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 137\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 41\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 35\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 8\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 4\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 7\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 1\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 3\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 44\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 94\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 14\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 106\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 166\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 135\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 175\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 20\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 166\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 173\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 10\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 3\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 110\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 156\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 2\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 9\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 26\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 18\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 7\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 9\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 15\n", " Total magnitude\n", " Number of flagged objects: 15\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 11\n", " Total magnitude\n", " Number of flagged objects: 12\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 9\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 4\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 99\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 89\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 2\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 23\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 170\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 174\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 1\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 1\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 190\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 228\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 86\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 130\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 196\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 4\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 19\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 18\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 6\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 3\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 10\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 11\n", " Total magnitude\n", " Number of flagged objects: 10\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 17\n", " Total magnitude\n", " Number of flagged objects: 15\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 8\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 6\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 2\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 82\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 4\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 182\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 188\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 225\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 256\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 23\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 228\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 301\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 18\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 197\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 210\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 6\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 6\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 52\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 30\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 6\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 54\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 98\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 1\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 30\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 140\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 157\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 131\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 215\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 2\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 140\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 191\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 2\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 129\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 125\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 36\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 26\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 3\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 50\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 38\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 1\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 1\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 116\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 121\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 153\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 175\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 0\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 153\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 185\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 2\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 3\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 155\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 166\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 32\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 32\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 8\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 9\n", " Total magnitude\n", " Number of flagged objects: 11\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 1\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 83\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 65\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 3\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 146\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 146\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 1\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 1\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 239\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 247\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 0\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 212\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 230\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 11\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 62\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 66\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 1\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 18\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 12\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 2\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 66\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 71\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 115\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 123\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 89\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 122\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 4\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 88\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 37\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 12\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 104\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 109\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 26\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 19\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 2\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 1\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 1\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 1\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 1\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 43\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 42\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 5\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 82\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 90\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 2\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 98\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 121\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 1\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 121\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 126\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 14\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 4\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 86\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 93\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 17\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 10\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 9\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 11\n", " Total magnitude\n", " Number of flagged objects: 11\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 8\n", " Total magnitude\n", " Number of flagged objects: 10\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 8\n", " Total magnitude\n", " Number of flagged objects: 8\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 82\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 58\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 1\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 146\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 150\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 174\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 227\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 83\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 160\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 228\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 12\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 146\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 146\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 1\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 45\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 29\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 5\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 3\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 1\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 68\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 73\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 28\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 136\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 166\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 1\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 4\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 173\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 218\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 67\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 131\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 186\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 2\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 129\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 143\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 41\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 30\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 2\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 5\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 77\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 75\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 1\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 2\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 142\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 147\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 191\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 205\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 54\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 180\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 195\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 11\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 138\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 142\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 1\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 39\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 33\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 1\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 59\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 58\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 1\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 90\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 92\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 68\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 95\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 4\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 92\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 89\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 11\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 3\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 60\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 65\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 18\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 15\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 8\n", " Total magnitude\n", " Number of flagged objects: 13\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 10\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 8\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 8\n", " Total magnitude\n", " Number of flagged objects: 8\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 114\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 99\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 20\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 179\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 181\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 1\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 2\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 230\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 244\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 31\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 197\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 225\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 4\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 3\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 47\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 45\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 1\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 11\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 10\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 1\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 1\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 8\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 5\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 29\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 59\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 11\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 141\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 150\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 188\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 212\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 6\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 113\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 206\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 5\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 144\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 150\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 3\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 3\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 41\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 35\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 3\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 5\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 78\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 8\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 163\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 188\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 13\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 146\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 236\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 40\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 144\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 166\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 19\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 137\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 175\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 40\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 39\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 2\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 3\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 1\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 60\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 33\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 0\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 123\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 125\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 147\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 200\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 0\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 170\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 190\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 6\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 124\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 131\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 2\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 30\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 25\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 22\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 22\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 29\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 44\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 22\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 30\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 20\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 7\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 21\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 41\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 12\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 7\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 11\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 48\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 86\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 6\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 178\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 185\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 1\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 191\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 257\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 21\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 192\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 241\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 2\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 141\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 155\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 46\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 30\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 53\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 54\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 94\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 101\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 83\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 104\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 59\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 38\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 10\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 73\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 80\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 29\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 19\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 10\n", " Total magnitude\n", " Number of flagged objects: 10\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 11\n", " Total magnitude\n", " Number of flagged objects: 11\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 2\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 52\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 73\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 1\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 9\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 150\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 156\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 1\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 204\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 215\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 27\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 169\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 204\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 3\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 2\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 39\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 40\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 2\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 3\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 10\n", " Total magnitude\n", " Number of flagged objects: 11\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 11\n", " Total magnitude\n", " Number of flagged objects: 10\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 4\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 35\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 83\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 15\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 146\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 157\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 191\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 214\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 52\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 99\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 199\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 4\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 149\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 152\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 52\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 39\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 6\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 4\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 8\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 8\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 1\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 33\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 67\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 4\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 135\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 141\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 1\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 1\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 131\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 197\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 1\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 88\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 165\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 180\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 10\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 3\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 126\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 134\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 36\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 34\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 7\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 7\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 10\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 9\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 1\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 75\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 78\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 11\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 131\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 137\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 154\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 183\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 78\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 175\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 178\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 7\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 148\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 154\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 31\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 28\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 2\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 2\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 67\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 18\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 124\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 140\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 122\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 165\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 24\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 130\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 180\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 2\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 155\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 160\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 2\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 2\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 35\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 13\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 2\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 1\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 1\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 39\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 38\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 59\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 66\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 1\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 52\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 70\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 37\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 49\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 6\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 58\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 69\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 17\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 15\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 7\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 13\n", " Total magnitude\n", " Number of flagged objects: 13\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 2\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 91\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 76\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 17\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 174\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 176\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 233\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 251\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 40\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 165\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 220\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 46\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 44\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 6\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 7\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 11\n", " Total magnitude\n", " Number of flagged objects: 14\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 1\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 58\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 56\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 0\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 123\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 119\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 124\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 191\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 68\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 187\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 197\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 2\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 4\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 155\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 159\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 48\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 40\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 9\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 1\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 1\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 1\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 2\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 18\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 89\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 1\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 0\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 155\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 177\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 136\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 229\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 5\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 155\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 233\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 3\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 123\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 140\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 1\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 19\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 12\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 8\n", " Total magnitude\n", " Number of flagged objects: 8\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 11\n", " Total magnitude\n", " Number of flagged objects: 11\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 6\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 78\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 81\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 8\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 148\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 166\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 1\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 1\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 170\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 222\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 86\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 194\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 208\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 7\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 1\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 156\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 167\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 41\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 38\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 13\n", " Total magnitude\n", " Number of flagged objects: 13\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 3\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 38\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 93\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 17\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 163\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 173\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 2\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 183\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 221\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 15\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 148\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 212\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 12\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 161\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 171\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 37\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 15\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 1\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 2\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 3\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 73\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 74\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 10\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 120\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 124\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 1\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 132\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 158\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 20\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 127\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 168\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 15\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 4\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 126\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 130\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 37\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 24\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 3\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 2\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 1\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 1\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 80\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 87\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 4\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 183\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 198\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 205\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 279\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 33\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 219\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 274\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 3\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 5\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 131\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 153\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 42\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 28\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 1\n", " Total magnitude\n", " Number of flagged objects: 4\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 6\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 3\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 4\n", " Total magnitude\n", " Number of flagged objects: 3\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 19\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 46\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 0\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 5\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 87\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 91\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 0\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 87\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 102\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 0\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 7\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 85\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 92\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 3\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 95\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 100\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 1\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 1\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 22\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 13\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 2\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 0\n", " Total magnitude\n", " Number of flagged objects: 0\n", "No sources have both OmegaCAM g (aperture) and DECam g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and DECam g (total) values.\n", "\n", "No sources have both OmegaCAM g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both OmegaCAM g (total) and GPC1 g (total) values.\n", "\n", "No sources have both DECam g (aperture) and GPC1 g (aperture) values.\n", "\n", "No sources have both DECam g (total) and GPC1 g (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and DECam r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and DECam r (total) values.\n", "\n", "No sources have both OmegaCAM r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both OmegaCAM r (total) and GPC1 r (total) values.\n", "\n", "No sources have both DECam r (aperture) and GPC1 r (aperture) values.\n", "\n", "No sources have both DECam r (total) and GPC1 r (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and DECam i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and DECam i (total) values.\n", "\n", "No sources have both OmegaCAM i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both OmegaCAM i (total) and GPC1 i (total) values.\n", "\n", "No sources have both DECam i (aperture) and GPC1 i (aperture) values.\n", "\n", "No sources have both DECam i (total) and GPC1 i (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and DECam z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and DECam z (total) values.\n", "\n", "No sources have both OmegaCAM z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both OmegaCAM z (total) and GPC1 z (total) values.\n", "\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 3\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "No sources have both DECam z (aperture) and GPC1 z (aperture) values.\n", "\n", "No sources have both DECam z (total) and GPC1 z (total) values.\n", "\n", "No sources have both DECam z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both DECam z (total) and VISTA Z (total) values.\n", "\n", "No sources have both GPC1 z (aperture) and VISTA Z (aperture) values.\n", "\n", "No sources have both GPC1 z (total) and VISTA Z (total) values.\n", "\n", "No sources have both DECam y (aperture) and GPC1 y (aperture) values.\n", "\n", "No sources have both DECam y (total) and GPC1 y (total) values.\n", "\n", "No sources have both DECam y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both DECam y (total) and VISTA Y (total) values.\n", "\n", "No sources have both GPC1 y (aperture) and VISTA Y (aperture) values.\n", "\n", "No sources have both GPC1 y (total) and VISTA Y (total) values.\n", "\n", "GPC1 g\n", " Aperture magnitude\n", " Number of flagged objects: 3\n", " Total magnitude\n", " Number of flagged objects: 5\n", "GPC1 r\n", " Aperture magnitude\n", " Number of flagged objects: 5\n", " Total magnitude\n", " Number of flagged objects: 9\n", "GPC1 i\n", " Aperture magnitude\n", " Number of flagged objects: 13\n", " Total magnitude\n", " Number of flagged objects: 15\n", "GPC1 z\n", " Aperture magnitude\n", " Number of flagged objects: 6\n", " Total magnitude\n", " Number of flagged objects: 7\n", "GPC1 y\n", " Aperture magnitude\n", " Number of flagged objects: 2\n", " Total magnitude\n", " Number of flagged objects: 1\n", "DECam g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 41\n", "DECam g (total) - OmegaCAM g (total):\n", " Number of outliers: 67\n", "GPC1 g (aperture) - OmegaCAM g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - OmegaCAM g (total):\n", " Number of outliers: 1\n", "GPC1 g (aperture) - DECam g (aperture):\n", " Number of outliers: 0\n", "GPC1 g (total) - DECam g (total):\n", " Number of outliers: 1\n", "DECam r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 167\n", "DECam r (total) - OmegaCAM r (total):\n", " Number of outliers: 167\n", "GPC1 r (aperture) - OmegaCAM r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - OmegaCAM r (total):\n", " Number of outliers: 1\n", "GPC1 r (aperture) - DECam r (aperture):\n", " Number of outliers: 0\n", "GPC1 r (total) - DECam r (total):\n", " Number of outliers: 0\n", "DECam i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 179\n", "DECam i (total) - OmegaCAM i (total):\n", " Number of outliers: 227\n", "GPC1 i (aperture) - OmegaCAM i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - OmegaCAM i (total):\n", " Number of outliers: 4\n", "GPC1 i (aperture) - DECam i (aperture):\n", " Number of outliers: 0\n", "GPC1 i (total) - DECam i (total):\n", " Number of outliers: 92\n", "DECam z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 196\n", "DECam z (total) - OmegaCAM z (total):\n", " Number of outliers: 218\n", "GPC1 z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - OmegaCAM z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - OmegaCAM z (aperture):\n", " Number of outliers: 10\n", "VISTA Z (total) - OmegaCAM z (total):\n", " Number of outliers: 1\n", "GPC1 z (aperture) - DECam z (aperture):\n", " Number of outliers: 0\n", "GPC1 z (total) - DECam z (total):\n", " Number of outliers: 0\n", "VISTA Z (aperture) - DECam z (aperture):\n", " Number of outliers: 106\n", "VISTA Z (total) - DECam z (total):\n", " Number of outliers: 109\n", "VISTA Z (aperture) - GPC1 z (aperture):\n", " Number of outliers: 0\n", "VISTA Z (total) - GPC1 z (total):\n", " Number of outliers: 0\n", "GPC1 y (aperture) - DECam y (aperture):\n", " Number of outliers: 0\n", "GPC1 y (total) - DECam y (total):\n", " Number of outliers: 0\n", "VISTA Y (aperture) - DECam y (aperture):\n", " Number of outliers: 26\n", "VISTA Y (total) - DECam y (total):\n", " Number of outliers: 21\n", "VISTA Y (aperture) - GPC1 y (aperture):\n", " Number of outliers: 0\n", "VISTA Y (total) - GPC1 y (total):\n", " Number of outliers: 0\n" ] } ], "source": [ "for tile in file_list:\n", " master_catalogue = Table.read(tile)\n", " master_catalogue = panstars_loopable(master_catalogue)\n", " # master_catalogue = irac_loopable(master_catalogue)\n", " master_catalogue = outliers_loopable(master_catalogue)\n", " \n", " #Merge any aperture flags\n", " for col in master_catalogue.colnames:\n", " if col.startswith(\"flag_ap_\"):\n", " try:\n", " master_catalogue[col.replace(\"_ap_\", \"_\")] = (master_catalogue[col.replace(\"_ap_\", \"_\")] |\n", " master_catalogue[col])\n", " master_catalogue.remove_column(col)\n", " except KeyError:\n", " print(\"{} only has aperture flags.\".format(col))\n", " master_catalogue.rename_column(col, col.replace(\"_ap_\", \"_\"))\n", " \n", " \n", " \n", " file_num = tile.split('_')[6].split('.')[0]\n", " \n", " flag_cols = [\"help_id\"]\n", " for col in master_catalogue.colnames:\n", " if col.startswith(\"flag_\"):\n", " flag_cols += [col]\n", " new_catname = \"./data/tiles/{}_{}_{}_flags.fits\".format(FIELD.lower(),SUFFIX, file_num)\n", " master_catalogue[flag_cols].write(new_catname, overwrite = True)" ] } ], "metadata": { "kernelspec": { "display_name": "Python (herschelhelp_internal)", "language": "python", "name": "helpint" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.4" } }, "nbformat": 4, "nbformat_minor": 1 }