{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Puts ALL WISE Astrometry reference catalogues into GAIA reference frame\n", "\n", "\n", "\n", "The WISE catalogues were produced by ../dmu16_allwise/make_wise_samples_for_stacking.csh\n", "\n", "In the catalogue, we keep:\n", "\n", "- The position;\n", "- The chi^2\n", "\n", "This astrometric correction is adapted from master list code (dmu1_ml_XMM-LSS/1.8_SERVS.ipynb) written by Yannick Rohlly and Raphael Shirley.\n", "\n", "
\n", "This code adapted by Seb Oliver 19th June 2018\n", "The only difference between each of the WISE_2_GAIA_*.ipynb files is the field name set in the next box\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "field='GAMA-09' " ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "This notebook was run with herschelhelp_internal version: \n", "0aab440 (Thu Mar 22 09:41:13 2018 +0000)\n" ] } ], "source": [ "from herschelhelp_internal import git_version\n", "print(\"This notebook was run with herschelhelp_internal version: \\n{}\".format(git_version()))" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/sjo/anaconda3/envs/herschelhelp_internal/lib/python3.6/site-packages/seaborn/apionly.py:6: 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", "\n", "from collections import OrderedDict\n", "import os\n", "\n", "from astropy import units as u\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, remove_duplicates\n", "from herschelhelp_internal.utils import astrometric_correction, flux_to_mag" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "OUT_DIR = os.environ.get('TMP_DIR', \"../dmu16_allwise/data/\")\n", "try:\n", " os.makedirs(OUT_DIR)\n", "except FileExistsError:\n", " pass\n", "\n", "RA_COL = \"servs_ra\"\n", "DEC_COL = \"servs_dec\"" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "## I - Reading in WISE astrometric catalogue" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/html": [ "Table length=10\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
idxradecw4mag
degdegmag
0128.7674346-2.0931798.995
1129.0907257-2.23813018.988
2129.0760247-2.23168198.887
3129.0706708-2.22009049.008
4129.0728993-2.22464759.042
5129.0767452-2.22395899.082
6129.0748659-2.21448468.629
7129.085273-2.22874658.834
8129.0870057-2.23248378.699
9129.0898836-2.22781878.767
\n", "\n" ], "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "wise = Table.read(f\"../dmu16_allwise/data/Allwise_PSF_stack_{field}.fits\")\n", "wise_coords=SkyCoord(wise['ra'], wise['dec'])\n", "\n", "epoch = 2009\n", "\n", "wise[:10].show_in_notebook()" ] }, { "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": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "../../dmu0/dmu0_GAIA/data/GAIA_GAMA-09.fits\n" ] } ], "source": [ "#gaia = Table.read(\"./dmu17_XMM-LSS/data/GAIA_XMM-LSS.fits\")\n", "print(f\"../../dmu0/dmu0_GAIA/data/GAIA_{field}.fits\")\n", "gaia = Table.read(f\"../../dmu0/dmu0_GAIA/data/GAIA_{field}.fits\")\n", "gaia_coords = SkyCoord(gaia['ra'], gaia['dec'])" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/sjo/anaconda3/envs/herschelhelp_internal/lib/python3.6/site-packages/matplotlib/axes/_axes.py:6462: UserWarning: The 'normed' kwarg is deprecated, and has been replaced by the 'density' kwarg.\n", " warnings.warn(\"The 'normed' kwarg is deprecated, and has been \"\n" ] }, { "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(wise_coords.ra, wise_coords.dec, \n", " gaia_coords.ra, gaia_coords.dec, near_ra0=True)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "RA correction: -0.0030426713692577323 arcsec\n", "Dec correction: -0.024121049860792443 arcsec\n" ] } ], "source": [ "delta_ra, delta_dec = astrometric_correction(\n", " wise_coords,\n", " gaia_coords, near_ra0=True\n", ")\n", "\n", "print(\"RA correction: {}\".format(delta_ra))\n", "print(\"Dec correction: {}\".format(delta_dec))" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " ra \n", " deg \n", "-----------\n", "128.7674346\n", "129.0907257\n", "129.0760247\n", "129.0706708\n", "129.0728993\n", "129.0767452\n", "129.0748659\n", " 129.085273\n", "129.0870057\n", "129.0898836\n", " ...\n", "140.6693233\n", " 140.673942\n", " 140.640353\n", "140.6390195\n", "140.6426904\n", " 140.647341\n", "140.6603736\n", "140.6649114\n", "140.6709315\n", "140.6713481\n", "Length = 944353 rows\n", "-8.451864914604812e-07 deg\n" ] } ], "source": [ "print( wise[\"ra\"])\n", "print(delta_ra.to(u.deg))" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "#wise[\"ra\"] += delta_ra.to(u.deg)\n", "wise[\"ra\"] = wise[\"ra\"]+ delta_ra.to(u.deg)\n", "wise[\"dec\"] = wise[\"dec\"]+ delta_dec.to(u.deg)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/sjo/anaconda3/envs/herschelhelp_internal/lib/python3.6/site-packages/matplotlib/axes/_axes.py:6462: UserWarning: The 'normed' kwarg is deprecated, and has been replaced by the 'density' kwarg.\n", " warnings.warn(\"The 'normed' kwarg is deprecated, and has been \"\n" ] }, { "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(wise[\"ra\"], wise[\"dec\"], \n", " gaia_coords.ra, gaia_coords.dec, near_ra0=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## V - Saving to disk" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "wise.write(f\"../dmu16_allwise/data/Allwise_PSF_stack_GAIA_{field}.fits\", overwrite=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [] } ], "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": "3.6.5" } }, "nbformat": 4, "nbformat_minor": 1 }