{ "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" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "field=\"CDFS-SWIRE\"" ] }, { "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
050.9798869-29.77621759.588
150.9982355-29.7923929.109
250.9913861-29.78485619.042
350.9921972-29.78197649.139
450.9973099-29.77929469.188
551.0119911-29.8109149.55
651.0228367-29.81841999.653
751.0151049-29.802489.476
851.0198647-29.80356849.658
951.0297995-29.81598179.331
\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_CDFS-SWIRE.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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"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: 0.05651427296697875 arcsec\n", "Dec correction: -0.018271920603751823 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", "50.9798869\n", "50.9982355\n", "50.9913861\n", "50.9921972\n", "50.9973099\n", "51.0119911\n", "51.0228367\n", "51.0151049\n", "51.0198647\n", "51.0297995\n", " ...\n", "55.2026442\n", "55.1966368\n", "55.2164195\n", " 55.219728\n", "55.2303565\n", "55.2319732\n", "55.2650882\n", "55.2710497\n", "55.1946887\n", "55.1984593\n", "Length = 225786 rows\n", "1.5698409157494098e-05 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 }