{ "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='XMM-13hr' " ] }, { "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
0203.414707737.42506459.378
1203.296217637.47273029.044
2203.29690637.47776359.444
3203.314349737.46861839.464
4203.312327337.47625169.059
5203.317757737.47715959.533
6203.331808437.46618659.343
7203.334291337.47314168.726
8203.345429537.46681589.445
9203.297008337.48799489.164
\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_XMM-13hr.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: -0.04581621359420751 arcsec\n", "Dec correction: -0.0373650379245305 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", "203.4147077\n", "203.2962176\n", " 203.296906\n", "203.3143497\n", "203.3123273\n", "203.3177577\n", "203.3318084\n", "203.3342913\n", "203.3454295\n", "203.2970083\n", " ...\n", "204.0390061\n", "204.0309387\n", "204.0510721\n", "204.0601557\n", "204.0558029\n", "204.0619146\n", " 204.064595\n", "204.0644728\n", "204.0518949\n", "204.0981694\n", "Length = 12266 rows\n", "-1.2726725998390975e-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 }