{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": true }, "outputs": [], "source": [ "import pylab\n", "import pymoc\n", "import xidplus\n", "import numpy as np\n", "%matplotlib inline\n", "from astropy.table import Table" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": true }, "outputs": [], "source": [ "import seaborn as sns" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This notebook uses all the raw data from the XID+MIPS catalogue, maps, PSF and relevant MOCs to create XID+ prior object and relevant tiling scheme" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Read in MOCs\n", "The selection functions required are the main MOC associated with the masterlist. " ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": true }, "outputs": [], "source": [ "Sel_func=pymoc.MOC()\n", "Sel_func.read('../data/ELAIS-S1/holes_ELAIS-S1_irac1_O16_20180122_MOC.fits')\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Read in XID+MIPS catalogue" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": true }, "outputs": [], "source": [ "XID_MIPS=Table.read('../dmu26_XID+MIPS_ELAIS-S1/data/dmu26_XID+MIPS_ELAIS-S1_20180215.fits')" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/html": [ "<Table length=10>\n", "
help_id | RA | Dec | F_MIPS_24 | FErr_MIPS_24_u | FErr_MIPS_24_l | Bkg_MIPS_24 | Sig_conf_MIPS_24 | Rhat_MIPS_24 | n_eff_MIPS_24 | Pval_res_24 | flag_mips_24 |
---|---|---|---|---|---|---|---|---|---|---|---|
deg | deg | uJy | uJy | uJy | MJy / sr | MJy / sr | |||||
str27 | float64 | float64 | float32 | float32 | float32 | float32 | float32 | float32 | float32 | float32 | bool |
HELP_J003311.854-452559.212 | 8.2993897334 | -45.4331144811 | 70.8551 | 100.277 | 43.0187 | -0.00853529 | 4.94265e-06 | 0.998633 | 1508.0 | 0.0 | False |
HELP_J003311.199-452603.296 | 8.2966614384 | -45.4342490173 | 136.227 | 164.495 | 106.93 | -0.00853529 | 4.94265e-06 | 1.00005 | 2000.0 | 0.0 | False |
HELP_J003315.424-452615.143 | 8.31426712989 | -45.4375397927 | 93.2529 | 124.365 | 62.9979 | -0.00853529 | 4.94265e-06 | nan | 1138.0 | 0.0 | False |
HELP_J003315.452-452606.430 | 8.31438135339 | -45.4351194503 | 9.39005 | 23.3159 | 2.61225 | -0.00853529 | 4.94265e-06 | nan | 2000.0 | 0.0 | True |
HELP_J003314.599-452546.572 | 8.31082943334 | -45.4296033101 | 152.254 | 179.911 | 125.606 | -0.00853529 | 4.94265e-06 | nan | 2000.0 | 0.0 | False |
HELP_J003306.225-452506.589 | 8.27593562562 | -45.4184968362 | 372.777 | 395.828 | 348.451 | -0.00271362 | 5.25661e-06 | nan | 2000.0 | 0.0 | False |
HELP_J003302.815-452550.432 | 8.26173107575 | -45.4306756516 | 12.826 | 28.9045 | 3.70633 | -0.00271362 | 5.25661e-06 | nan | 2000.0 | 0.0 | True |
HELP_J003304.883-452634.388 | 8.27034568672 | -45.4428854649 | 430.479 | 459.679 | 402.075 | -0.00271362 | 5.25661e-06 | nan | 2000.0 | 0.0 | False |
HELP_J003304.125-452627.612 | 8.26718894541 | -45.4410033252 | 87.1341 | 118.441 | 55.7075 | -0.00271362 | 5.25661e-06 | 1.00012 | 2000.0 | 0.0 | False |
HELP_J003302.331-452556.063 | 8.25971159268 | -45.432239714 | 15.7296 | 35.0684 | 4.842 | -0.00271362 | 5.25661e-06 | nan | 2000.0 | 0.0 | True |