{ "metadata": { "name": "" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "\n", "
Section 1.5: Surveys and Data-sets Used in Examples
\n", "Adrian M. Price-Whelan
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "SDSS
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- Photometric and spectroscopic surveys on the same telescope\n", "- Main survey (SDSS-I and SDSS-II) completed just a few years ago\n", "- Stats below are from Data Release 7 (DR7)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Photometry
\n", "\n", "- Imaging data was taken in _stripes_ (see image below)\n", "- 5 photometric bands, in increasing wavelength, $u,g,r,i,z$\n", "- ~400 million objects detected over ~1/3 of the sky\n", "- Stripe 82 -- along the celestial equator -- re-imaged multiple times, provides time-domain information" ] }, { "cell_type": "code", "collapsed": false, "input": [ "from IPython.display import Image\n", "Image(\"http://www.sdss3.org/images/dr8_spectro_coverage.png\", width=800)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": { "png": { "width": 800 } }, "output_type": "pyout", "png": 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C3sDssnxQSUUGvFGnrt1VVVOy1iR6mNJeKtaHFG8o1JOFMtDgYB5HxxLnojKq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Xu/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\ndzSI7C+76+hNg0B/4UC0OWjrr0jSxNuFhNVc8Tto9uNBvMuRrqs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"prompt_number": 3, "text": [ "Spectroscopy
\n", "\n", "- Moderate resolution spectroscopy from 3800-9200$A$\n", " - ~2 million spectra\n", "- They provide an interface for downloading SDSS spectra:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "spectrum = datasets.fetch_sdss_spectrum(2872, 54533, 71)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 11 }, { "cell_type": "code", "collapsed": false, "input": [ "from scipy.ndimage import gaussian_filter\n", "\n", "figure(figsize=(12,6))\n", "plot(spectrum.wavelength(), gaussian_filter(spectrum.spectrum,2), \n", " drawstyle='steps', alpha=0.75, color='k')\n", "xlim(min(spectrum.wavelength()), max(spectrum.wavelength()))\n", "xlabel(r\"Wavelength [$\\AA$]\")\n", "ylabel(r\"Flux\")" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 12, "text": [ "DR7 quasar catalog example
" ] }, { "cell_type": "code", "collapsed": false, "input": [ "qso = datasets.fetch_dr7_quasar()" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 13 }, { "cell_type": "markdown", "metadata": {}, "source": [ "First we plot the redshit" ] }, { "cell_type": "code", "collapsed": false, "input": [ "figure(figsize=(8,5))\n", "n,bins,patches = hist(qso['redshift'], bins=100, \n", " alpha=0.75)\n", "xlabel('Redshift')" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 14, "text": [ "SEGUE
" ] }, { "cell_type": "code", "collapsed": false, "input": [ "segue = datasets.fetch_sdss_sspp()" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 15 }, { "cell_type": "code", "collapsed": false, "input": [ "eq = ICRS(segue['ra']*u.deg, segue['dec']*u.deg)\n", "l,b = eq.galactic.l, eq.galactic.b" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 16 }, { "cell_type": "markdown", "metadata": {}, "source": [ "By default, galactic longitude wraps at 360 -- here, we switch to (-180,180)" ] }, { "cell_type": "code", "collapsed": false, "input": [ "l = l.wrap_at(180*u.deg)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 17 }, { "cell_type": "code", "collapsed": false, "input": [ "figure(figsize=(12,8))\n", "subplot(projection='hammer')\n", "plot(l.radian, b.radian,\n", " marker='.',linestyle='none',alpha=0.05)\n", "xlabel('$l$ [deg]')\n", "ylabel('$b$ [deg]')" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 18, "text": [ "LINEAR
" ] }, { "cell_type": "code", "collapsed": false, "input": [ "linear = datasets.fetch_LINEAR_sample()" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 24 }, { "cell_type": "code", "collapsed": false, "input": [ "trg = linear.targets" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 25 }, { "cell_type": "code", "collapsed": false, "input": [ "sesar2013 = ((trg['raLIN'] > 309) | (trg['raLIN'] < 60)) & \\\n", " (np.abs(trg['decLIN']) < 1.23) & \\\n", " (trg['ug'] > 0.75) & (trg['ug'] < 1.45) & \\\n", " (trg['gr'] > -0.25) & (trg['gr'] < 0.4) & \\\n", " (trg['ri'] > -0.2) & (trg['ri'] < 0.2) & \\\n", " (trg['iz'] > -0.3) & (trg['iz'] < 0.3)\n", "\n", "sesar2013 = trg[sesar2013]\n", "sesar2013.size" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 26, "text": [ "154" ] } ], "prompt_number": 26 }, { "cell_type": "code", "collapsed": false, "input": [ "rrlyr = sesar2013[0]\n", "P = 10**rrlyr['LP1']\n", "t,mag,err = linear[rrlyr['objectID']].T\n", "phase = (t / P + 0.1) % 1\n", "\n", "figure(figsize=(12,6))\n", "errorbar(phase, mag, err, linestyle='none',\n", " marker='o', ecolor='#888888')\n", "xlabel(\"Phase\")\n", "ylabel(\"mag\")" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 27, "text": [ "