{ "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='HDF-N' " ] }, { "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
0190.247329262.20792359.282
1190.259724362.20529128.861
2190.252303662.20312938.938
3190.259477362.19133689.246
4190.245427862.19573329.202
5190.299655462.18522048.668
6190.292248662.18077199.351
7190.295528962.17826719.198
8190.292654262.17374059.014
9190.283002162.17767489.233
\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_HDF-N.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: -0.02690530928930457 arcsec\n", "Dec correction: -0.0643262176964754 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", "190.2473292\n", "190.2597243\n", "190.2523036\n", "190.2594773\n", "190.2454278\n", "190.2996554\n", "190.2922486\n", "190.2955289\n", "190.2926542\n", "190.2830021\n", " ...\n", "188.3521885\n", "188.3479376\n", "188.3325198\n", "188.3308638\n", "188.3492308\n", "188.3346442\n", "188.3215182\n", "188.3412428\n", "188.3307066\n", "188.3176727\n", "Length = 11167 rows\n", "-7.473697024806825e-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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\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 }