{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "plt.rcParams.update({'font.size': 16})" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Set cluster name and position" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "#cluster_name, cluster_ra, cluster_dec = 'Abell2065', 230.62156, 27.70763\n", "cluster_name, cluster_ra, cluster_dec = 'Abell2063', 230.77116, 8.60859 \n", "#cluster_name, cluster_ra, cluster_dec = 'Abell1795', 207.21886, 26.59160" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Read CSV file containing SDSS data (assumes the file lives in same directory as your notebook, and is named cluster_name_SDSS.csv)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "36916 objects in table\n", "Column names: ['ra', 'dec', 'type', 'u', 'g', 'r', 'i', 'z', 'modelMagErr_u', 'modelMagErr_g', 'modelMagErr_r', 'modelMagErr_i', 'modelMagErr_z', 'lnLDeV_g', 'lnLExp_g', 'redshift', 'redshiftErr']\n" ] } ], "source": [ "from astropy.io import ascii\n", "SDSS=ascii.read(cluster_name+'_SDSS.csv')\n", "print('{} objects in table'.format(len(SDSS)))\n", "print('Column names: ',SDSS.colnames)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plot a (logarithmic) histogram showing the number of objects as a function of r-band magnitude. Also plot a line at the SDSS limiting r-band magnitude of r=22.2" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "bins=np.arange(10,30,0.2)\n", "plt.hist(SDSS['r'],bins=bins)\n", "plt.yscale('log')\n", "plt.axvline(x=22.2,color='red')\n", "plt.xlabel('r magnitude')\n", "plt.ylabel('N');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Work out the angular distance (in arcsec) of each object from the cluster center. This uses astropy's \"SkyCoord\" functionality to calculate angular distances, and makes a new column in the SDSS table called 'angdist_arcsec'" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "from astropy.coordinates import SkyCoord\n", "from astropy import units as u\n", "cluster_pos=SkyCoord(cluster_ra,cluster_dec,unit='deg',frame='icrs')\n", "gal_coo=SkyCoord(SDSS['ra'],SDSS['dec'],unit='deg')\n", "SDSS['angdist_arcsec']=gal_coo.separation(cluster_pos).arcsec" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Make a plot of positions on the sky (ra,dec)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(8,8))\n", "plt.scatter(SDSS['ra'],SDSS['dec'],s=1)\n", "\n", "# this sets the plot XY equal in coordinate degrees (but doesnt factor in the cos(dec) distortion)\n", "plt.gca().set_aspect('equal')\n", "# this inverts the ra axis so that east is to the left (ie usual astronomical orientation)\n", "plt.gca().invert_xaxis()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Do the same thing, but this time only for extended objects (ie galaxies)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "gals = SDSS['type']==3\n", "plt.figure(figsize=(8,8))\n", "plt.scatter(SDSS['ra'][gals],SDSS['dec'][gals],s=1)\n", "\n", "plt.gca().set_aspect('equal')\n", "plt.gca().invert_xaxis()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Well, that's a mess. How about doing it just for bright galaxies?" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# let's call a galaxy 'bright' if it's brighter than a mag of r=18.5\n", "brightgals = np.logical_and(gals,SDSS['r']<18.5)\n", "plt.figure(figsize=(8,8))\n", "plt.scatter(SDSS['ra'][brightgals],SDSS['dec'][brightgals],s=1)\n", "\n", "plt.gca().set_aspect('equal')\n", "plt.gca().invert_xaxis()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Redo that, overlaying with red X's the ones that have redshifts" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(8,8))\n", "plt.scatter(SDSS['ra'][brightgals],SDSS['dec'][brightgals],s=1)\n", "\n", "brightgals_withz = np.logical_and(brightgals,SDSS['redshift']>0)\n", "plt.scatter(SDSS['ra'][brightgals_withz],SDSS['dec'][brightgals_withz],s=20,marker='x',color='red')\n", "\n", "plt.gca().set_aspect('equal')\n", "plt.gca().invert_xaxis()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Let's say we thought the cluster was at z=0.05 (It's not!) Let's work out how far out in radius 1 Mpc would be, and then plot things again." ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "At z=0.05, 1 Mpc projects to 1012.6 arcsec\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(8,8))\n", "\n", "# first plot all bright galaxies\n", "plt.scatter(SDSS['ra'][brightgals],SDSS['dec'][brightgals],s=1)\n", "\n", "# now figure out 1 Mpc in angular size at the cluster redshift:\n", "\n", "\n", "# Remember at cosmological distance, Euclidian geometry does not work. If \n", "# we want to calculate sizes and luminosities, we have to account for the\n", "# curvature of space and other cosmological effects. To do this, we \n", "# define things called the luminosity distance and angular size distance\n", "# that depend on redshift and the cosmological parameters of the universe,\n", "# and then we can use these distances to calculate size or luminsoity AS IF \n", "# space was Euclidian. See my ASTR222 cosmology notes for details:\n", "# http://burro.case.edu/Academics/Astr222/Cosmo/Observing/observing.shtml\n", "# or my ASTR328 notes for even more details:\n", "# http://burro.case.edu/Academics/Astr328/Notes/Observables/Observables.html\n", "\n", "# first import the cosmology: we'll use the cosmological parameters determined\n", "# from the final analysis of the WMAP mission:\n", "from astropy.cosmology import WMAP9 as cosmo\n", "\n", "# then define the redshift and calculate the angular size distance to the cluster\n", "redshift = 0.05 # REMEMBER, YOU NEED TO SET THIS TO THE PROPER VALUE FOR EACH CLUSTER\n", "DA = cosmo.angular_diameter_distance(redshift) # this is the angular diameter distance in Mpc\n", "\n", "# and now we can work out the angular size that corresponds to a cluster radius of 1 Mpc\n", "# Here we are just ysing the small angle approximation: \n", "# angle[radians] = physical size / distance\n", "# (and remember physical size and distance must be in the same units!)\n", "# Then we convert from radians to arcseconds by multiplying by 206265\n", "One_Mpc_In_Arcsec = (1.0/DA.value) * 206265\n", "print('At z={:.2f}, 1 Mpc projects to {:.1f} arcsec'.format(redshift,One_Mpc_In_Arcsec))\n", "\n", "# now plot all bright galaxies projected within 1 Mpc\n", "inside1Mpc = SDSS['angdist_arcsec']" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.plot(SDSS['r'], SDSS['modelMagErr_r'],'o',ms=2)\n", "plt.xlim(13,24)\n", "plt.ylim(0,0.3)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "want1 = SDSS['type']==3\n", "want2 = SDSS['r']<20\n", "want = np.logical_and(want1,want2)\n", "plt.plot(SDSS['ra'][want],SDSS['dec'][want],'o',ms=1)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "want1 = SDSS['type']==6\n", "want2 = SDSS['r']<20\n", "want = np.logical_and(want1,want2)\n", "plt.plot(SDSS['ra'][want],SDSS['dec'][want],'o',ms=1)" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.03525566965517241\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "want1 = SDSS['angdist_arcsec']<1800\n", "want2 = SDSS['redshift']>0\n", "want = np.logical_and(want1, want2)\n", "plt.plot(SDSS['r'][want],SDSS['redshift'][want],'o',ms=1)\n", "plt.ylim(0.01, 0.1)\n", "cluster_low = SDSS['redshift']>0.02\n", "cluster_up = SDSS['redshift']<0.05\n", "cluster = np.logical_and(cluster_low, cluster_up,want1)\n", "cluster_meanz = np.mean(SDSS['redshift'][cluster])\n", "#Could calculate the standard deviation of the selected galaxies --> define cluster members\n", "print(cluster_meanz)" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "DA = cosmo.angular_diameter_distance(cluster_meanz)\n", "One_Mpc_In_Arcsec = (1.0/DA.value) * 206265\n", "#want1 = (SDSS['angdist_arcsec']0)\n", "want1 = (SDSS['angdist_arcsec']0.073)&(SDSS['redshift']<0.08)\n", "want = np.logical_and(want1, want2)\n", "plt.plot(SDSS['r'][want1],(SDSS['g']-SDSS['r'])[want1],'o',ms=0.5)\n", "plt.ylim(-1,2)\n", "plt.xlim(13,24)\n", "plt.plot(SDSS['r'][want],(SDSS['g']-SDSS['r'])[want],'o',ms=3)\n" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
Table length=1\n", "\n", "\n", "\n", "\n", "
radectypeugrizmodelMagErr_umodelMagErr_gmodelMagErr_rmodelMagErr_imodelMagErr_zlnLDeV_glnLExp_gredshiftredshiftErrangdist_arcsec
float64float64int64float64float64float64float64float64float64float64float64float64float64float64float64float64float64float64
230.9001483865298.71648725331334319.2327618.8894628.725127.1276916.8280.48712660.14943920.62839781.7173910.1256946-3.759932-1.595002-999.0-999.0601.3442771289178
" ], "text/plain": [ "\n", " ra dec type ... redshiftErr angdist_arcsec \n", " float64 float64 int64 ... float64 float64 \n", "---------------- ---------------- ----- ... ----------- -----------------\n", "230.900148386529 8.71648725331334 3 ... -999.0 601.3442771289178" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "index_blue = np.where(((SDSS['g']-SDSS['r'])[want1])==np.min(((SDSS['g']-SDSS['r'])[want1])))\n", "SDSS[want1][index_blue]\n" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "SDSS['g-r']=(SDSS['g']-SDSS['r'])" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "SDSS[want1].show_in_browser(jsviewer=True)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "z = SDSS['redshift']>0\n", "SDSS[z].show_in_browser(jsviewer=True)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.7" } }, "nbformat": 4, "nbformat_minor": 4 }