{ "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=\"SPIRE-NEP\"" ] }, { "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
0265.6529468.58630499.54
1265.644412868.58989899.998
2265.647133668.603472410.03
3265.609154168.58434299.89
4265.62485968.59057829.452
5265.639646568.59696259.982
6265.63257568.604948710.009
7265.614141668.59913469.336
8265.60558868.60037499.527
9266.33385468.79061489.731
\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_SPIRE-NEP.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: -0.03777928017143495 arcsec\n", "Dec correction: 0.03961264409610976 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", " 265.65294\n", "265.6444128\n", "265.6471336\n", "265.6091541\n", " 265.624859\n", "265.6396465\n", " 265.632575\n", "265.6141416\n", " 265.605588\n", " 266.333854\n", " ...\n", "264.1943969\n", "264.1762688\n", " 264.161954\n", "264.1555084\n", "264.1346371\n", "264.1533173\n", "264.1825608\n", "264.1653428\n", " 264.160938\n", "264.1602725\n", "Length = 11908 rows\n", "-1.0494244492065263e-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", "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 }