{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# NGP master catalogue\n", "## Preparation of DECam Legacy Survey data\n", "\n", "This catalogue comes from `dmu0_DECaLS`.\n", "\n", "In the catalogue, we keep:\n", "\n", "- The `object_id` as unique object identifier;\n", "- The position;\n", "- The u, g, r, i, z, Y aperture magnitude (2”);\n", "- The u, g, r, i, z, Y kron fluxes and magnitudes.\n", "\n", "We check for all ugrizY then only take bands for which there are measurements" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "This notebook was run with herschelhelp_internal version: \n", "017bb1e (Mon Jun 18 14:58:59 2018 +0100)\n", "This notebook was executed on: \n", "2019-02-04 13:50:27.358847\n" ] } ], "source": [ "from herschelhelp_internal import git_version\n", "print(\"This notebook was run with herschelhelp_internal version: \\n{}\".format(git_version()))\n", "import datetime\n", "print(\"This notebook was executed on: \\n{}\".format(datetime.datetime.now()))" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/pyenv/versions/3.7.2/lib/python3.7/site-packages/matplotlib/__init__.py:855: MatplotlibDeprecationWarning: \n", "examples.directory is deprecated; in the future, examples will be found relative to the 'datapath' directory.\n", " \"found relative to the 'datapath' directory.\".format(key))\n", "/opt/pyenv/versions/3.7.2/lib/python3.7/site-packages/matplotlib/__init__.py:846: MatplotlibDeprecationWarning: \n", "The text.latex.unicode rcparam was deprecated in Matplotlib 2.2 and will be removed in 3.1.\n", " \"2.2\", name=key, obj_type=\"rcparam\", addendum=addendum)\n", "/opt/pyenv/versions/3.7.2/lib/python3.7/site-packages/seaborn/apionly.py:9: UserWarning: As seaborn no longer sets a default style on import, the seaborn.apionly module is deprecated. It will be removed in a future version.\n", " warnings.warn(msg, UserWarning)\n" ] } ], "source": [ "%matplotlib inline\n", "#%config InlineBackend.figure_format = 'svg'\n", "\n", "import matplotlib.pyplot as plt\n", "plt.rc('figure', figsize=(10, 6))\n", "plt.style.use('ggplot')\n", "\n", "from collections import OrderedDict\n", "import os\n", "\n", "from astropy import units as u\n", "from astropy import visualization as vis\n", "from astropy.coordinates import SkyCoord\n", "from astropy.table import Column, Table\n", "import numpy as np\n", "\n", "from herschelhelp_internal.flagging import gaia_flag_column\n", "from herschelhelp_internal.masterlist import nb_astcor_diag_plot, nb_plot_mag_ap_evol, \\\n", " nb_plot_mag_vs_apcor, remove_duplicates\n", "from herschelhelp_internal.utils import astrometric_correction, mag_to_flux, aperture_correction, flux_to_mag" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": true }, "outputs": [], "source": [ "OUT_DIR = os.environ.get('TMP_DIR', \"./data_tmp\")\n", "try:\n", " os.makedirs(OUT_DIR)\n", "except FileExistsError:\n", " pass\n", "\n", "RA_COL = \"decals_ra\"\n", "DEC_COL = \"decals_dec\"" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# Pritine LS catalogue\n", "orig_decals = Table.read(\"../../dmu0/dmu0_DECaLS/data/DECaLS_HATLAS-NGP.fits\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## I - Aperture correction\n", "\n", "To compute aperture correction we need to dertermine two parametres: the target aperture and the range of magnitudes for the stars that will be used to compute the correction.\n", "\n", "**Target aperture**: To determine the target aperture, we simulate a curve of growth using the provided apertures and draw two figures:\n", "\n", "- The evolution of the magnitudes of the objects by plotting on the same plot aperture number vs the mean magnitude.\n", "- The mean gain (loss when negative) of magnitude is each aperture compared to the previous (except for the first of course).\n", "\n", "As target aperture, we should use the smallest (i.e. less noisy) aperture for which most of the flux is captures.\n", "\n", "**Magnitude range**: To know what limits in aperture to use when doing the aperture correction, we plot for each magnitude bin the correction that is computed and its RMS. We should then use the wide limits (to use more stars) where the correction is stable and with few dispersion." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/opt/herschelhelp_internal/herschelhelp_internal/utils.py:77: RuntimeWarning: divide by zero encountered in log10\n", " magnitudes = 2.5 * (23 - np.log10(fluxes)) - 48.6\n", "/opt/herschelhelp_internal/herschelhelp_internal/utils.py:81: RuntimeWarning: invalid value encountered in double_scalars\n", " errors = 2.5 / np.log(10) * errors_on_fluxes / fluxes\n", "/opt/pyenv/versions/3.7.2/lib/python3.7/site-packages/numpy/lib/function_base.py:2167: RuntimeWarning: invalid value encountered in ? (vectorized)\n", " outputs = ufunc(*inputs)\n", "/opt/herschelhelp_internal/herschelhelp_internal/utils.py:77: RuntimeWarning: invalid value encountered in log10\n", " magnitudes = 2.5 * (23 - np.log10(fluxes)) - 48.6\n" ] } ], "source": [ "bands = [\"u\", \"g\", \"r\", \"i\", \"z\", \"y\"]\n", "band_index = {\"u\":0,\"g\":1, \"r\":2, \"i\":3, \"z\":4, \"y\":5}\n", "apertures = [0, 1, 2, 3, 4, 5, 6, 7] \n", "aperture_sizes = [0.5, 0.75, 1.0, 1.5, 2.0, 3.5, 5.0, 7.0] #arcsec aperture sizes\n", "\n", "flux = {}\n", "flux_errors ={}\n", "magnitudes = {}\n", "flux_errors ={}\n", "magnitude_errors = {}\n", "stellarities = {}\n", "\n", "flux_to_mag_vect = np.vectorize(flux_to_mag)\n", "\n", "for band in bands:\n", " flux[band] = np.transpose(np.array(orig_decals[\"decam_apflux\"][:,band_index[band]])) #np.transpose(np.array( orig_decals[\"decam_apflux\"], dtype=np.float )) \n", " flux_errors[band] = np.transpose(np.array(orig_decals[\"decam_apflux_ivar\"][:,band_index[band]])) #np.transpose(np.array( orig_legacy[\"apflux_ivar_{}\".format(band)], dtype=np.float ))\n", " \n", " magnitudes[band], magnitude_errors[band] = flux_to_mag_vect(flux[band] * 3.631e-6 ,flux_errors[band] * 3.631e-6)\n", " \n", " stellarities[band] = np.full(len(orig_decals),0., dtype='float32')\n", " stellarities[band][orig_decals[\"type\"] == \"PSF \" ] = 1.\n", " stellarities[band][orig_decals[\"type\"] == \"PSF\" ] = 1.\n", " \n", " # Some sources have an infinite magnitude\n", " mask = np.isinf(magnitudes[band])\n", " magnitudes[band][mask] = np.nan\n", " magnitude_errors[band][mask] = np.nan\n", " \n", "\n", " \n", " \n", "mag_corr = {}" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 1.a u band" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "#nb_plot_mag_ap_evol(magnitudes['u'], stellarities['u'], labels=apertures)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "u band is all nan" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "#nb_plot_mag_vs_apcor(magnitudes['u'][4], \n", "# magnitudes['u'][5], \n", "# stellarities['u'])" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# Aperture correction\n", "#mag_corr['u'] = np.nan\n", "#mag_corr['u'], num, std = aperture_correction(\n", "# magnitudes['u'][4], magnitudes['u'][5], \n", "# stellarities['u'],\n", "# mag_min=16.0, mag_max=19.0)\n", "#print(\"Aperture correction for g band:\")\n", "#print(\"Correction: {}\".format(mag_corr['g']))\n", "#print(\"Number of source used: {}\".format(num))\n", "#print(\"RMS: {}\".format(std))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### I.a - g band" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "#nb_plot_mag_ap_evol(magnitudes['g'], stellarities['g'], labels=apertures)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will use aperture 5 as target." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "#nb_plot_mag_vs_apcor(magnitudes['g'][4], \n", "# magnitudes['g'][5], \n", "# stellarities['g'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will use magnitudes between 16.0 and 19.0" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# Aperture correction\n", "#mag_corr['g'] = np.nan\n", "#mag_corr['g'], num, std = aperture_correction(\n", "# magnitudes['g'][4], magnitudes['g'][5], \n", "# stellarities['g'],\n", "# mag_min=16.0, mag_max=19.0)\n", "#print(\"Aperture correction for g band:\")\n", "#print(\"Correction: {}\".format(mag_corr['g']))\n", "#print(\"Number of source used: {}\".format(num)) \n", "#print(\"RMS: {}\".format(std))\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### I.b - r band" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "#nb_plot_mag_ap_evol(magnitudes['r'], stellarities['r'], labels=apertures)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will use aperture 5 as target." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "#nb_plot_mag_vs_apcor(magnitudes['r'][4], \n", "# magnitudes['r'][5], \n", "# stellarities['r'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We use magnitudes between 16.0 and 18.0." ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# Aperture correction\n", "#mag_corr['i'] = np.nan\n", "#mag_corr['r'], num, std = aperture_correction(\n", "# magnitudes['r'][4], magnitudes['r'][5], \n", "# stellarities['r'],\n", "# mag_min=16.0, mag_max=18.0)\n", "#print(\"Aperture correction for r band:\")\n", "#print(\"Correction: {}\".format(mag_corr['r']))\n", "#print(\"Number of source used: {}\".format(num))\n", "#print(\"RMS: {}\".format(std))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### I.d - i band" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "#nb_plot_mag_ap_evol(magnitudes['i'], stellarities['i'], labels=apertures)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "#nb_plot_mag_vs_apcor(magnitudes['i'][4], \n", "# magnitudes['i'][4], \n", "# stellarities['i'])" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# Aperture correction\n", "#mag_corr['i'] = np.nan\n", "#mag_corr['i'], num, std = aperture_correction(\n", "# magnitudes['i'][4], magnitudes['i'][5], \n", "# stellarities['i'],\n", "# mag_min=16.0, mag_max=17.5)\n", "#print(\"Aperture correction for i band:\")\n", "#print(\"Correction: {}\".format(mag_corr['i']))\n", "#print(\"Number of source used: {}\".format(num))\n", "#print(\"RMS: {}\".format(std))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### I.e - z band" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "nb_plot_mag_ap_evol(magnitudes['z'], stellarities['z'], labels=apertures)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ " We will use aperture 5 as target." ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING: AstropyDeprecationWarning: \"iters\" was deprecated in version 3.1 and will be removed in a future version. Use argument \"maxiters\" instead. [herschelhelp_internal.utils]\n", "WARNING: AstropyDeprecationWarning: \"iters\" was deprecated in version 3.1 and will be removed in a future version. Use argument \"maxiters\" instead. [herschelhelp_internal.utils]\n", "WARNING: AstropyDeprecationWarning: \"iters\" was deprecated in version 3.1 and will be removed in a future version. Use argument \"maxiters\" instead. [herschelhelp_internal.utils]\n", "WARNING: AstropyDeprecationWarning: \"iters\" was deprecated in version 3.1 and will be removed in a future version. Use argument \"maxiters\" instead. [herschelhelp_internal.utils]\n", "WARNING: AstropyDeprecationWarning: \"iters\" was deprecated in version 3.1 and will be removed in a future version. Use argument \"maxiters\" instead. [herschelhelp_internal.utils]\n", "WARNING: AstropyDeprecationWarning: \"iters\" was deprecated in version 3.1 and will be removed in a future version. Use argument \"maxiters\" instead. [herschelhelp_internal.utils]\n", "WARNING: AstropyDeprecationWarning: \"iters\" was deprecated in version 3.1 and will be removed in a future version. Use argument \"maxiters\" instead. [herschelhelp_internal.utils]\n", "WARNING: AstropyDeprecationWarning: \"iters\" was deprecated in version 3.1 and will be removed in a future version. Use argument \"maxiters\" instead. [herschelhelp_internal.utils]\n", "WARNING: AstropyDeprecationWarning: \"iters\" was deprecated in version 3.1 and will be removed in a future version. Use argument \"maxiters\" instead. [herschelhelp_internal.utils]\n", "WARNING: AstropyDeprecationWarning: \"iters\" was deprecated in version 3.1 and will be removed in a future version. Use argument \"maxiters\" instead. [herschelhelp_internal.utils]\n", "WARNING: AstropyDeprecationWarning: \"iters\" was deprecated in version 3.1 and will be removed in a future version. Use argument \"maxiters\" instead. [herschelhelp_internal.utils]\n", "WARNING: AstropyDeprecationWarning: \"iters\" was deprecated in version 3.1 and will be removed in a future version. Use argument \"maxiters\" instead. [herschelhelp_internal.utils]\n", "WARNING: AstropyDeprecationWarning: \"iters\" was deprecated in version 3.1 and will be removed in a future version. Use argument \"maxiters\" instead. [herschelhelp_internal.utils]\n", "WARNING: AstropyDeprecationWarning: \"iters\" was deprecated in version 3.1 and will be removed in a future version. Use argument \"maxiters\" instead. [herschelhelp_internal.utils]\n", "WARNING: AstropyDeprecationWarning: \"iters\" was deprecated in version 3.1 and will be removed in a future version. Use argument \"maxiters\" instead. [herschelhelp_internal.utils]\n", "WARNING: AstropyDeprecationWarning: \"iters\" was deprecated in version 3.1 and will be removed in a future version. Use argument \"maxiters\" instead. [herschelhelp_internal.utils]\n", "WARNING: AstropyDeprecationWarning: \"iters\" was deprecated in version 3.1 and will be removed in a future version. Use argument \"maxiters\" instead. [herschelhelp_internal.utils]\n", "WARNING: AstropyDeprecationWarning: \"iters\" was deprecated in version 3.1 and will be removed in a future version. Use argument \"maxiters\" instead. [herschelhelp_internal.utils]\n", "WARNING: AstropyDeprecationWarning: \"iters\" was deprecated in version 3.1 and will be removed in a future version. Use argument \"maxiters\" instead. [herschelhelp_internal.utils]\n", "WARNING: AstropyDeprecationWarning: \"iters\" was deprecated in version 3.1 and will be removed in a future version. Use argument \"maxiters\" instead. [herschelhelp_internal.utils]\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "nb_plot_mag_vs_apcor(magnitudes['z'][4], \n", " magnitudes['z'][5], \n", " stellarities['z'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We use magnitudes between 15.0 and 16.0." ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Aperture correction for z band:\n", "Correction: -0.0636219666916844\n", "Number of source used: 23160\n", "RMS: 0.022062343753839846\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING: AstropyDeprecationWarning: \"iters\" was deprecated in version 3.1 and will be removed in a future version. Use argument \"maxiters\" instead. [herschelhelp_internal.utils]\n" ] } ], "source": [ "# Aperture correction\n", "#mag_corr['z'] = np.nan\n", "mag_corr['z'], num, std = aperture_correction(\n", " magnitudes['z'][4], magnitudes['z'][5], \n", " stellarities['z'],\n", " mag_min=15.0, mag_max=16.0)\n", "print(\"Aperture correction for z band:\")\n", "print(\"Correction: {}\".format(mag_corr['z']))\n", "print(\"Number of source used: {}\".format(num))\n", "print(\"RMS: {}\".format(std))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### I.f - Y band" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "#nb_plot_mag_ap_evol(magnitudes['y'], stellarities['y'], labels=apertures)" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [], "source": [ "#nb_plot_mag_vs_apcor(magnitudes['y'][4], \n", "# magnitudes['y'][4], \n", "# stellarities['y'])" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# Aperture correction\n", "#mag_corr['y'] = np.nan\n", "#mag_corr['y'], num, std = aperture_correction(\n", "# magnitudes['y'][4], magnitudes['y'][5], \n", "# stellarities['y'],\n", "# mag_min=16.0, mag_max=17.5)\n", "#print(\"Aperture correction for y band:\")\n", "#print(\"Correction: {}\".format(mag_corr['y']))\n", "#print(\"Number of source used: {}\".format(num))\n", "#print(\"RMS: {}\".format(std))\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## II - Stellarity\n", "\n", "Legacy Survey does not provide a 0 to 1 stellarity so we replace items flagged as PSF accpording to the following table:\n", "\n", "\\begin{equation*}\n", "P(star) = \\frac{ \\prod_{i} P(star)_i }{ \\prod_{i} P(star)_i + \\prod_{i} P(galaxy)_i }\n", "\\end{equation*}\n", "\n", "where $i$ is the band, and with using the same probabilities as UKDISS:\n", "\n", "| HSC flag | UKIDSS flag | Meaning | P(star) | P(galaxy) | P(noise) | P(saturated) |\n", "|:--------:|:-----------:|:----------------|--------:|----------:|---------:|-------------:|\n", "| | -9 | Saturated | 0.0 | 0.0 | 5.0 | 95.0 |\n", "| | -3 | Probable galaxy | 25.0 | 70.0 | 5.0 | 0.0 |\n", "| | -2 | Probable star | 70.0 | 25.0 | 5.0 | 0.0 |\n", "| 0 | -1 | Star | 90.0 | 5.0 | 5.0 | 0.0 |\n", "| | 0 | Noise | 5.0 | 5.0 | 90.0 | 0.0 |\n", "| 1 | +1 | Galaxy | 5.0 | 90.0 | 5.0 | 0.0 |" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "collapsed": true }, "outputs": [], "source": [ "stellarities['g'][np.isclose(stellarities['g'], 1.)] = 0.9\n", "stellarities['g'][np.isclose(stellarities['g'], 0.)] = 0.05" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## II - Column selection" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "collapsed": true }, "outputs": [], "source": [ "imported_columns = OrderedDict({\n", " \"objid\": \"decals_id\",\n", " \"brickid\": \"brickid\",\n", " \"ra\": \"decals_ra\",\n", " \"dec\": \"decals_dec\",\n", " \"decam_flux\": \"decam_flux_TEMP\",\n", " \"decam_flux_ivar\": \"decam_flux_ivar_TEMP\",\n", " \"decam_apflux\": \"decam_apflux_TEMP\",\n", " \"decam_apflux_ivar\": \"decam_apflux_ivar_TEMP\",\n", " \n", " })\n", "\n", "\n", "catalogue = Table.read(\"../../dmu0/dmu0_DECaLS/data/DECaLS_HATLAS-NGP.fits\")[list(imported_columns)]\n", "for column in imported_columns:\n", " catalogue[column].name = imported_columns[column]\n", " \n", "catalogue[\"decals_id\"] = 100000*catalogue[\"brickid\"].astype(np.int64) + catalogue[\"decals_id\"].astype(np.int64)\n", "catalogue.remove_columns(\"brickid\")\n", "\n", "epoch = 2017\n", "\n", "#catalogue.add_column(Column(catalogue[\"decam_flux_TEMP\"][:,0], name=\"f_decam_u\"))\n", "#catalogue.add_column(Column(catalogue[\"decam_flux_TEMP\"][:,1], name=\"f_decam_g\"))\n", "#catalogue.add_column(Column(catalogue[\"decam_flux_TEMP\"][:,2], name=\"f_decam_r\"))\n", "#catalogue.add_column(Column(catalogue[\"decam_flux_TEMP\"][:,3], name=\"f_decam_i\"))\n", "catalogue.add_column(Column(catalogue[\"decam_flux_TEMP\"][:,4], name=\"f_decam_z\"))\n", "#catalogue.add_column(Column(catalogue[\"decam_flux_TEMP\"][:,5], name=\"f_decam_y\"))\n", "\n", "#catalogue.add_column(Column(catalogue[\"decam_flux_ivar_TEMP\"][:,0], name=\"ferr_decam_u\"))\n", "#catalogue.add_column(Column(catalogue[\"decam_flux_ivar_TEMP\"][:,1], name=\"ferr_decam_g\"))\n", "#catalogue.add_column(Column(catalogue[\"decam_flux_ivar_TEMP\"][:,2], name=\"ferr_decam_r\"))\n", "#catalogue.add_column(Column(catalogue[\"decam_flux_ivar_TEMP\"][:,3], name=\"ferr_decam_i\"))\n", "catalogue.add_column(Column(catalogue[\"decam_flux_ivar_TEMP\"][:,4], name=\"ferr_decam_z\"))\n", "#catalogue.add_column(Column(catalogue[\"decam_flux_ivar_TEMP\"][:,5], name=\"ferr_decam_y\"))\n", "\n", "#For the aperture fluxes, there are 8 (0-7), we take 4 (2.0\")\n", "#DECam aperture fluxes on the co-added images in apertures of radius [0.5,0.75,1.0,1.5,2.0,3.5,5.0,7.0] arcsec in ugrizY\n", "#catalogue.add_column(Column(catalogue[\"decam_apflux_TEMP\"][:,0], name=\"f_ap_decam_u\")[:,4])\n", "#catalogue.add_column(Column(catalogue[\"decam_apflux_TEMP\"][:,1], name=\"f_ap_decam_g\")[:,4])\n", "#catalogue.add_column(Column(catalogue[\"decam_apflux_TEMP\"][:,2], name=\"f_ap_decam_r\")[:,4])\n", "#catalogue.add_column(Column(catalogue[\"decam_apflux_TEMP\"][:,3], name=\"f_ap_decam_i\")[:,4])\n", "catalogue.add_column(Column(catalogue[\"decam_apflux_TEMP\"][:,4], name=\"f_ap_decam_z\")[:,4])\n", "#catalogue.add_column(Column(catalogue[\"decam_apflux_TEMP\"][:,5], name=\"f_ap_decam_y\")[:,4])\n", "\n", "#catalogue.add_column(Column(catalogue[\"decam_apflux_ivar_TEMP\"][:,0], name=\"ferr_ap_decam_u\")[:,4])\n", "#catalogue.add_column(Column(catalogue[\"decam_apflux_ivar_TEMP\"][:,1], name=\"ferr_ap_decam_g\")[:,4])\n", "#catalogue.add_column(Column(catalogue[\"decam_apflux_ivar_TEMP\"][:,2], name=\"ferr_ap_decam_r\")[:,4])\n", "#catalogue.add_column(Column(catalogue[\"decam_apflux_ivar_TEMP\"][:,3], name=\"ferr_ap_decam_i\")[:,4])\n", "catalogue.add_column(Column(catalogue[\"decam_apflux_ivar_TEMP\"][:,4], name=\"ferr_ap_decam_z\")[:,4])\n", "#catalogue.add_column(Column(catalogue[\"decam_apflux_ivar_TEMP\"][:,5], name=\"ferr_ap_decam_y\")[:,4])\n", "\n", "catalogue.remove_columns([\"decam_flux_TEMP\", \n", " \"decam_flux_ivar_TEMP\", \n", " \"decam_apflux_TEMP\", \n", " \"decam_apflux_ivar_TEMP\"])\n", "\n", "# Clean table metadata\n", "catalogue.meta = None" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [], "source": [ "flux_to_mag_vect = np.vectorize(flux_to_mag)\n", "\n", "\n", "# Adding magnitude and band-flag columns\n", "for col in catalogue.colnames:\n", " catalogue[col].unit = None\n", " if col.startswith('f_'):\n", " \n", " errcol = \"ferr{}\".format(col[1:])\n", " #Replace 0 flux with NaN and \n", " mask = (catalogue[col] <= 0.0) | (catalogue[errcol] <= 0.0)\n", " catalogue[col][mask] = np.nan\n", " \n", " #Replace 1/sigma^2 with sigma \n", "\n", " catalogue[errcol][mask] = np.nan\n", " catalogue[errcol] = np.sqrt(1/np.array(catalogue[errcol]))\n", " #catalogue[errcol][catalogue[errcol] == None] = np.nan\n", " \n", " #Replace nanomaggies with uJy\n", " #a nanomaggy is approximately 3.631×10-6 Jy - http://www.sdss3.org/dr8/algorithms/magnitudes.php#nmgy\n", " catalogue[col] = catalogue[col] * 3.631 \n", " catalogue[errcol] = catalogue[errcol] * 3.631\n", " \n", " #Compute magnitudes and errors in magnitudes. This function expects Jy so must multiply uJy by 1.e-6\n", " mag, error = flux_to_mag(np.array(catalogue[col])* 1.e-6, np.array(catalogue[errcol])* 1.e-6)\n", " \n", " if 'ap' in col:\n", " mag += mag_corr[col[-1]]\n", " catalogue[col],catalogue[errcol] = mag_to_flux(mag,error) \n", " catalogue[col] *= 1.e6\n", " catalogue[errcol] *= 1.e6\n", " \n", " catalogue.add_column(Column(mag, name=\"m{}\".format(col[1:])))\n", " catalogue.add_column(Column(error, name=\"m{}\".format(errcol[1:])))\n", " \n", " # Band-flag column\n", " if 'ap' not in col:\n", " catalogue.add_column(Column(np.zeros(len(catalogue), dtype=bool), name=\"flag{}\".format(col[1:])))\n", " \n", "#remove units from table\n", "for col in catalogue.colnames:\n", " catalogue[col].unit = None\n", " \n", "catalogue.add_column(Column(data=stellarities['g'], name=\"decals_stellarity\")) #Stelarites computed earlier" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/html": [ "Table masked=True length=10\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
idxdecals_iddecals_radecals_decf_decam_zferr_decam_zf_ap_decam_zferr_ap_decam_zm_decam_zmerr_decam_zflag_decam_zm_ap_decam_zmerr_ap_decam_zdecals_stellarity
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149384200011191.4997743495350729.37527178902713521.3445420.6007237421.207150.850005520.5767820.030557107False20.5837940.043517480.05
249384200012191.588979960230229.3752203131352275.3728060.44961536.24871440.850009722.0745010.09085823False21.9105220.147692190.9
349384200013191.566731590642229.3751791195670544.83394150.593027654.84032540.850004122.1892470.13319805False22.1878130.190664920.05
449384200014191.4677660514110229.3751329400573235.36335850.69165317.51353741.038154422.0764080.1400154False21.7103880.150017460.05
549384200015191.6969025530417229.3758231661981111.02957250.370341210.2047060.7107565421.2936020.03645589False21.3779980.075621390.9
649384200016191.6958485435900229.375390364862525.06997730.48566955.8404730.71075822.137490.10400617False21.983880.132128950.05
749384200017191.7356523263634629.3754697002797732.4603080.364328032.6881580.710755122.9225310.16077828False22.8263630.28707110.9
849384200018191.6292464367275629.3772008999141322.4301360.7990545615.4946480.709708820.5229190.03867843False20.9245450.0497304950.05
949384200019191.6300447030656629.3787847824857388.8593130.3698794810.0308780.709710521.5315020.04532987False21.3966520.076818640.9
\n", "\n" ], "text/plain": [ "" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "catalogue[:10].show_in_notebook()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## III - Removal of duplicated sources" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We remove duplicated objects from the input catalogues." ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The initial catalogue had 4942560 sources.\n", "The cleaned catalogue has 4942322 sources (238 removed).\n", "The cleaned catalogue has 238 sources flagged as having been cleaned\n" ] } ], "source": [ "SORT_COLS = [#'merr_ap_decam_u',\n", " #'merr_ap_decam_g',\n", " #'merr_ap_decam_r',\n", " #'merr_ap_decam_i',\n", " 'merr_ap_decam_z',\n", " #'merr_ap_decam_y'\n", "]\n", "FLAG_NAME = 'decals_flag_cleaned'\n", "\n", "nb_orig_sources = len(catalogue)\n", "\n", "catalogue = remove_duplicates(\n", " catalogue, RA_COL, DEC_COL, \n", " sort_col= SORT_COLS,\n", " flag_name=FLAG_NAME)\n", "\n", "nb_sources = len(catalogue)\n", "\n", "print(\"The initial catalogue had {} sources.\".format(nb_orig_sources))\n", "print(\"The cleaned catalogue has {} sources ({} removed).\".format(nb_sources, nb_orig_sources - nb_sources))\n", "print(\"The cleaned catalogue has {} sources flagged as having been cleaned\".format(np.sum(catalogue[FLAG_NAME])))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## III - Astrometry correction\n", "\n", "We match the astrometry to the Gaia one. We limit the Gaia catalogue to sources with a g band flux between the 30th and the 70th percentile. Some quick tests show that this give the lower dispersion in the results." ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "collapsed": true }, "outputs": [], "source": [ "gaia = Table.read(\"../../dmu0/dmu0_GAIA/data/GAIA_NGP.fits\")\n", "gaia_coords = SkyCoord(gaia['ra'], gaia['dec'])" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "nb_astcor_diag_plot(catalogue[RA_COL], catalogue[DEC_COL], \n", " gaia_coords.ra, gaia_coords.dec, near_ra0=True)" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "RA correction: -0.0928667625998969 arcsec\n", "Dec correction: -0.059883860679832424 arcsec\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING: AstropyDeprecationWarning: \"iters\" was deprecated in version 3.1 and will be removed in a future version. Use argument \"maxiters\" instead. [herschelhelp_internal.utils]\n", "WARNING: AstropyDeprecationWarning: \"iters\" was deprecated in version 3.1 and will be removed in a future version. Use argument \"maxiters\" instead. [herschelhelp_internal.utils]\n" ] } ], "source": [ "delta_ra, delta_dec = astrometric_correction(\n", " SkyCoord(catalogue[RA_COL], catalogue[DEC_COL]),\n", " gaia_coords\n", ")\n", "\n", "print(\"RA correction: {}\".format(delta_ra))\n", "print(\"Dec correction: {}\".format(delta_dec))" ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "collapsed": true }, "outputs": [], "source": [ "catalogue[RA_COL] = catalogue[RA_COL] + delta_ra.to(u.deg)\n", "catalogue[DEC_COL] = catalogue[DEC_COL] + delta_dec.to(u.deg)\n", "catalogue[RA_COL].unit = u.deg\n", "catalogue[DEC_COL].unit = u.deg" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "nb_astcor_diag_plot(catalogue[RA_COL], catalogue[DEC_COL], \n", " gaia_coords.ra, gaia_coords.dec, near_ra0=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## IV - Flagging Gaia objects" ] }, { "cell_type": "code", "execution_count": 34, "metadata": { "collapsed": true }, "outputs": [], "source": [ "catalogue.add_column(\n", " gaia_flag_column(SkyCoord(catalogue[RA_COL], catalogue[DEC_COL]), epoch, gaia)\n", ")" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "363563 sources flagged.\n" ] } ], "source": [ "GAIA_FLAG_NAME = \"decals_flag_gaia\"\n", "\n", "catalogue['flag_gaia'].name = GAIA_FLAG_NAME\n", "print(\"{} sources flagged.\".format(np.sum(catalogue[GAIA_FLAG_NAME] > 0)))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# V - Saving to disk" ] }, { "cell_type": "code", "execution_count": 36, "metadata": { "collapsed": true }, "outputs": [], "source": [ "catalogue.write(\"{}/DECaLS.fits\".format(OUT_DIR), overwrite=True)" ] } ], "metadata": { "anaconda-cloud": {}, "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": "3.7.2" } }, "nbformat": 4, "nbformat_minor": 1 }