{ "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=\"ELAIS-N1\"" ] }, { "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
0247.096556955.17570779.743
1247.080151355.17967459.678
2247.054757155.15146059.277
3247.077554755.16892499.341
4247.068022355.15834239.919
5247.069332555.16693449.772
6247.052003755.16059369.793
7246.999066755.11361679.895
8247.048830655.15032199.308
9247.043366155.14475059.878
\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_ELAIS-N1.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: -0.01820325240942111 arcsec\n", "Dec correction: -0.02706301655734933 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", "247.0965569\n", "247.0801513\n", "247.0547571\n", "247.0775547\n", "247.0680223\n", "247.0693325\n", "247.0520037\n", "246.9990667\n", "247.0488306\n", "247.0433661\n", " ...\n", "239.5638528\n", "239.5573331\n", "239.5492276\n", "239.5449343\n", "239.5434711\n", "239.5350564\n", "239.5480475\n", "239.5418721\n", "239.5350316\n", "239.5188544\n", "Length = 267101 rows\n", "-5.056459002616975e-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", "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 }