{ "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='EGS'" ] }, { "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/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
0217.284444253.65668859.454
1217.284291453.63744138.874
2217.277048553.64410789.349
3217.280377353.63582719.092
4217.274096453.63624499.337
5217.277069853.6516129.124
6217.264014553.64506549.223
7217.246510153.65267328.909
8217.241879353.65156989.079
9217.187694553.71665659.223
\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_EGS.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: -0.028378846741361485 arcsec\n", "Dec correction: -0.04210512409770217 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", "217.2844442\n", "217.2842914\n", "217.2770485\n", "217.2803773\n", "217.2740964\n", "217.2770698\n", "217.2640145\n", "217.2465101\n", "217.2418793\n", "217.1876945\n", " ...\n", " 212.796903\n", "212.7906171\n", "212.7798034\n", "212.7612785\n", "212.7671998\n", "212.7728229\n", " 212.76103\n", "212.7624263\n", "212.7569844\n", " 212.766418\n", "Length = 60927 rows\n", "-7.883012983711524e-06 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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" ] }, "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 }