{ "metadata": { "name": "", "signature": "sha256:871d8475300d0d729c130c941a138f090207bb69124c28b877867d5d1aa50fa3" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "heading", "level": 1, "metadata": {}, "source": [ "Representations of the sphere and the cosmic microwave background (CMB)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Autor: [Eduardo Mart\u00edn Calleja](http://balbuceosastropy.blogspot.com.es/)\n", "\n", "In this post, which can be considered a continuation of the previous post, dedicated to the Mollweide projection, we will see an introduction to the Python [healpy](https://pypi.python.org/pypi/healpy) package. Healpy provides access from Python to the [HEALPix](http://healpix.sourceforge.net/) set of functions, which are the standard for data representation from the various missions that measure the temperature of the microwave background radiation of the universe.\n", "\n", "HALPIx provides an algorithm for subdividing the surface of the sphere in a series of picture elements (pixels) with the property that they all represent exactly the same area of the original spherical surface, and furthermore, these pixels are arranged into lines of equal latitude. Then this subdivision can be transferred to a plane projection like Mollweide, as it preserve the equal-area property in the flat representation.\n", "\n", "Having graphic representations of the spherical surface with pixels of the same area is crucial for the presentation and subsequent analysis of the distribution of mass, energy, radiation, etc.. Allowing relative densities to be compared and to apply various algorithms. In particular, the library HEALPix was originally developed to represent the distribution of the microwave background radiation which has been compiling data on various missions, although its use has since spread to other fields." ] }, { "cell_type": "heading", "level": 2, "metadata": {}, "source": [ "Imports and references" ] }, { "cell_type": "code", "collapsed": false, "input": [ "%matplotlib inline\n", "from __future__ import division\n", "\n", "import numpy as np\n", "import healpy as hp\n", "import astroML\n", "\n", "#This removes some nasty deprecation warnings that do not interfere with the execution\n", "import warnings\n", "warnings.filterwarnings('ignore')\n", "\n", "# This IPython magic generates a table with version information\n", "#https://github.com/jrjohansson/version_information\n", "%load_ext version_information\n", "%version_information numpy, healpy, astroML, astroPy" ], "language": "python", "metadata": {}, "outputs": [ { "html": [ "
SoftwareVersion
Python2.7.9 64bit [GCC 4.4.7 20120313 (Red Hat 4.4.7-1)]
IPython2.3.1
OSLinux 3.13.0 45 generic x86_64 with debian jessie sid
numpy1.9.1
healpy1.8.4
astroML0.2
astroPy0.4.3
Fri Feb 20 21:17:32 2015 CET
" ], "json": [ "{\"Software versions\": [{\"version\": \"2.7.9 64bit [GCC 4.4.7 20120313 (Red Hat 4.4.7-1)]\", \"module\": \"Python\"}, {\"version\": \"2.3.1\", \"module\": \"IPython\"}, {\"version\": \"Linux 3.13.0 45 generic x86_64 with debian jessie sid\", \"module\": \"OS\"}, {\"version\": \"1.9.1\", \"module\": \"numpy\"}, {\"version\": \"1.8.4\", \"module\": \"healpy\"}, {\"version\": \"0.2\", \"module\": \"astroML\"}, {\"version\": \"0.4.3\", \"module\": \"astroPy\"}]}" ], "latex": [ "\\begin{tabular}{|l|l|}\\hline\n", "{\\bf Software} & {\\bf Version} \\\\ \\hline\\hline\n", "Python & 2.7.9 64bit [GCC 4.4.7 20120313 (Red Hat 4.4.7-1)] \\\\ \\hline\n", "IPython & 2.3.1 \\\\ \\hline\n", "OS & Linux 3.13.0 45 generic x86\\_64 with debian jessie sid \\\\ \\hline\n", "numpy & 1.9.1 \\\\ \\hline\n", "healpy & 1.8.4 \\\\ \\hline\n", "astroML & 0.2 \\\\ \\hline\n", "astroPy & 0.4.3 \\\\ \\hline\n", "\\hline \\multicolumn{2}{|l|}{Fri Feb 20 21:17:32 2015 CET} \\\\ \\hline\n", "\\end{tabular}\n" ], "metadata": {}, "output_type": "pyout", "prompt_number": 1, "text": [ "Software versions\n", "Python 2.7.9 64bit [GCC 4.4.7 20120313 (Red Hat 4.4.7-1)]\n", "IPython 2.3.1\n", "OS Linux 3.13.0 45 generic x86_64 with debian jessie sid\n", "numpy 1.9.1\n", "healpy 1.8.4\n", "astroML 0.2\n", "astroPy 0.4.3\n", "Fri Feb 20 21:17:32 2015 CET" ] } ], "prompt_number": 1 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Some references:\n", "\n", "[healpy documentation](http://healpy.readthedocs.org/en/latest/)\n", "\n", "[Healpy tutorial](http://healpy.readthedocs.org/en/latest/tutorial.html)\n", "\n", "Some additional information can be found in the [HEALPix site](http://healpix.sourceforge.net/)" ] }, { "cell_type": "heading", "level": 2, "metadata": {}, "source": [ "Coordinates and pixel numbering" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In healpy [spherical coordinates](http://en.wikipedia.org/wiki/Spherical_coordinate_system) are used to position the pixels: the polar angle \"theta\" $ \\theta $ measured from the North pole (colatitude), which takes values in the interval $ [0, \\pi] $, and the azimuth angle \"phi\" $ \\varphi $ (longitude) that takes values in the range $ [0,2 \\pi] $, measured to the East of the globe.\n", "\n", "The resolution of the subdivision in pixels is defined by parameter NSIDE\n", "\n", "The function * nside2npix (NSIDE) * returns the number of pixels that will decompose the spherical surface for a given NSIDE. The minimum resolution is 12 pixels, and every time you double NSIDE (which should always be a power of 2) each pixel is divided into four, as shown in the following table:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "for NSIDE in 2.**np.arange(6):\n", " print 'The number of pixels for NSIDE = %2d is %5d' %(NSIDE, hp.nside2npix(NSIDE))" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "The number of pixels for NSIDE = 1 is 12\n", "The number of pixels for NSIDE = 2 is 48\n", "The number of pixels for NSIDE = 4 is 192\n", "The number of pixels for NSIDE = 8 is 768\n", "The number of pixels for NSIDE = 16 is 3072\n", "The number of pixels for NSIDE = 32 is 12288\n" ] } ], "prompt_number": 2 }, { "cell_type": "markdown", "metadata": {}, "source": [ "The pixels are numbered by default according to the scheme RING, consisting in enumerating them consecutively along rings of constant latitude, starting by the northern-most ring of pixels.\n", "\n", "The *pix2ang(nside, ipix)* function returns the angular coordinates for a given pixel number of array of pixel numbers. Note that $\\theta$ takes values between 0 and $\\pi$ radians, and $\\phi$ between 0 and $ 2 \\pi$ radians. Let's see an example:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "NSIDE = 1\n", "ipix = np.arange(hp.nside2npix(NSIDE))\n", "print 'The numbering of the pixels for NSIDE = %d is: \\n' %NSIDE, ipix\n", "\n", "theta, phi = hp.pix2ang(NSIDE,ipix)\n", "print '\\n array theta = ', theta/np.pi, 'radians'\n", "print '\\n array phi = ', phi/np.pi, 'radians'" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "The numbering of the pixels for NSIDE = 1 is: \n", "[ 0 1 2 3 4 5 6 7 8 9 10 11]\n", "\n", " array theta = [ 0.26772047 0.26772047 0.26772047 0.26772047 0.5 0.5 0.5\n", " 0.5 0.73227953 0.73227953 0.73227953 0.73227953] radians\n", "\n", " array phi = [ 0.25 0.75 1.25 1.75 0. 0.5 1. 1.5 0.25 0.75 1.25 1.75] radians\n" ] } ], "prompt_number": 3 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Conversely, the function *ang2pix(nside, theta, phi)* returns the numbering of pixels for a given set of angular coordinates (theta, phi), which as before can be single or two separate coordinate arrays" ] }, { "cell_type": "code", "collapsed": false, "input": [ "NSIDE = 1\n", "hp.ang2pix(NSIDE, np.pi/2, np.pi)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 4, "text": [ "6" ] } ], "prompt_number": 4 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's see what happens now if we use two separate arrays with the angular coordinates:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "# If arrays of the same length: the matching is element to element\n", "theta = np.array([0, np.pi/4, np.pi/2, 3*np.pi/4])\n", "phi = np.array([0, np.pi/2, np.pi, 3*np.pi/2])\n", "hp.ang2pix(NSIDE, theta, phi)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 5, "text": [ "array([ 0, 1, 6, 11])" ] } ], "prompt_number": 5 }, { "cell_type": "code", "collapsed": false, "input": [ "# Case of arrays of different lengths: we get an exception\n", "theta = np.array([0, np.pi/4, np.pi/2, 3*np.pi/4])\n", "phi2 = np.array([0, np.pi/2, np.pi, 3*np.pi/2, 3.5*np.pi/2])\n", "try:\n", " hp.ang2pix(NSIDE, theta, phi2)\n", "except Exception as e:\n", " print \"Atttention: \",e" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "Atttention: operands could not be broadcast together with shapes () (4,) (5,) \n" ] } ], "prompt_number": 6 }, { "cell_type": "code", "collapsed": false, "input": [ "# But if we change the theta array to a column array\n", "# Then the numpy broadcasting is possible,\n", "# and returns a 2D array of pixel numbers\n", "theta2 = np.array([0, np.pi/4, np.pi/2, 3*np.pi/4]).reshape(-1,1)\n", "phi2 = np.array([0, np.pi/2, np.pi, 3*np.pi/2, 3.5*np.pi/2])\n", "hp.ang2pix(NSIDE, theta2, phi2)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 7, "text": [ "array([[ 0, 1, 2, 3, 3],\n", " [ 0, 1, 2, 3, 3],\n", " [ 4, 5, 6, 7, 4],\n", " [ 8, 9, 10, 11, 11]])" ] } ], "prompt_number": 7 }, { "cell_type": "heading", "level": 2, "metadata": {}, "source": [ "Graphical representation in Mollweide projection" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The healpy function to plot an array of pixels in the Mollweide projection is *mollview()*. To be represented with mollview() the array must be one-dimensional, and its length must match *nside2npix(NSIDE)*. Each array element will then correspond to a pixel in the HEALPix subdivision. Here's an example:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "npixels = hp.nside2npix(32)\n", "np.random.seed(0)\n", "test = np.random.rand(npixels)\n", "hp.mollview(test, min=0, max=1,\n", " title = 'Mollweide projection test',\n", " unit='This is a description of the measurement unit')" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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q7HBat61aqq0TTY7Lzy/IrW9v8SI5nC6BrwEAM9YYAGYAFvWW/9u1D+vvsTcY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PAAAg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YBrLryZHAV9RDtwP1EcQz/ZlHoMekFIQYXpp/yKIoG8e4NmOTgbBQsisk8V9YLjQK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\nuJ/kg1hGjxlVyp+H0xmeFvfMwE3nLFj+79kHcRsTR+Pap7cn+HPjjyjr7bs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A8M+ePsE3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AFAnwPG/y2gs8wCOgAICaG/ZXKiAXIW0AHAqrMRLqADgN1PBTkeiwV0AFB/VJoCOgAwNZIt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\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9nZkPcWY+pI4l3LMpjMEdABfsHAWCu7/nUdHdt24MY3AHgIEdgIBwVxEfA1Bg1xLAGDIY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\n", "text": [ "" ] } ], "prompt_number": 8 }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can see the pixels numbering scheme in the following example, where at the same time we will introduce the functions *projscatter()* and *projtext()*. It will use the default schema: \"RING\":" ] }, { "cell_type": "code", "collapsed": false, "input": [ "NSIDE = 2\n", "npixels = hp.nside2npix(NSIDE)\n", "img = np.linspace(0, 255, num=npixels)\n", "index = np.arange(npixels)\n", "theta, phi= hp.pix2ang(NSIDE,index)\n", "hp.mollview(img, min=0, max = 255, unit='Range of values')\n", "hp.projscatter(theta, phi)\n", "for i in index:\n", " hp.projtext(theta[i]-0.05, phi[i], i)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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ZnrbsXkTh1KrXEybD/8WR2Z/WwLIF0HUfBxq1CScXShw9GS6PGZdR18CNy+C3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\npQ7cLcl6UepAkjud8KrUgXv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dSTQubX2SiKYEz4tXmLCTpgRPdQlWNU0JjJc3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\n", "text": [ "" ] } ], "prompt_number": 9 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that in the above scheme, the rendering order of the pixels is above (North) to below (South) and right (West) to left (East), as corresponds to a projection of the sky in which the East is located to the left. If you wish to represent a geographical map, with the East to the right, you must use the *flip = \"geo\"* option.\n", "\n", "healpy works internally with angle coordinates theta and phi in radians, but you can also provide coordinates in other systems, such as galactic coordinates (lon, lat) or equatorial coordinates (RA, Dec). For this reason, the functions *projscatter()* and *projtext()* support the option lonlat = True, indicating that the coordinates we provide are not theta (colatitude) and phi (longitude) in radians, but a longitude and latitude in degrees. For example, in equatorial coordinates the angular coordinates would be right ascension and declination.\n", "\n", "Let's see an example following [this post](https://github.com/healpy/healpy/issues/109)\n", "\n", "Again, recall that the East is to the left of the figure" ] }, { "cell_type": "code", "collapsed": false, "input": [ "lon = [30, 105, 270]\n", "lat = [45, -30, 60]\n", "hp.mollview(title=\"Mollweide in (lon, lat) coordinates\")\n", "hp.graticule() # add grid\n", "hp.projscatter(lon, lat, lonlat=True)\n", "hp.projtext(30, 45,'(30,45)', lonlat=True)\n", "hp.projtext(105, -30,'(105,-30)', lonlat=True)\n", "hp.projtext(270, 60,'(270,60)', lonlat=True);" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "0.0 180.0 -180.0 180.0\n", "The interval between parallels is 30 deg -0.00'.\n", "The interval between meridians is 30 deg -0.00'.\n" ] }, { "metadata": {}, "output_type": "display_data", "png": 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riAhRUVE4e/Yszp49iwsXLsDR0RG9e/fG//73P+zcubPcpaoq4v79+2jUqBHM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\n1atXd3rjR05ODqysr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"text": [ "" ] } ], "prompt_number": 10 }, { "cell_type": "heading", "level": 2, "metadata": {}, "source": [ "Download and display of data from the Cosmic Microwave Background (CMB) WMAP mission" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To access the WMAP data of the cosmic microwave background we will use the [astroML](http://www.astroml.org/) Python module. The function to get an array ready for graphing with healpy is:\n", "\n", "astroML.datasets.fetch_wmap_temperatures()\n", "\n", "You can download two versions of this data: A \"full\" version that includes the pollutant frequencies, mainly radiation from our own galaxy or other extragalactic sources, or a version in which the frequency bands which concentrates this contamination have been masked.\n", "\n", "Let's download the unmasked data:\n" ] }, { "cell_type": "code", "collapsed": false, "input": [ "from astroML.datasets import fetch_wmap_temperatures\n", "wmap_unmasked = fetch_wmap_temperatures(masked=False)\n", "wmap_unmasked.shape" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "NSIDE = 512\n", "ORDERING = NESTED in fits file\n", "Ordering converted to RING" ] }, { "output_type": "stream", "stream": "stdout", "text": [ "\n" ] }, { "metadata": {}, "output_type": "pyout", "prompt_number": 11, "text": [ "(3145728,)" ] } ], "prompt_number": 11 }, { "cell_type": "markdown", "metadata": {}, "source": [ "These data are in the form of an array of Numpy already prepared for plotting with healpy. It can be seen that the level of graphic resolution is that corresponding to a NSIDE of 512" ] }, { "cell_type": "code", "collapsed": false, "input": [ "hp.nside2npix(512)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 12, "text": [ "3145728" ] } ], "prompt_number": 12 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let us now proceed to its graphical representation:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "hp.mollview(wmap_unmasked, min=-1, max=1, \n", " title='Unmasked WMAP data \\n in galactic coordinates',\n", " unit=r'$\\Delta$T (mK)', xsize = 200)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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OtuMouHXpDiWmYnkDXZnKtyLYK+uCeXYH6/Kmz8R6isiL7cV+x+DHdblXmbOU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\nwVN1jbrs/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"text": [ "" ] } ], "prompt_number": 13 }, { "cell_type": "markdown", "metadata": {}, "source": [ "The ordering of the pixels in the array above corresponds to the galactic coordinate system. We can see the presence in the chart, at the position lat = 0, of a band of thermal pollution from our galaxy. This is irrelevant when it comes to construct the healpy graphical representation, since all it does is reading the array and place each pixel in the position that corresponds to the numbering scheme adopted (RING default), and to the resolution indicated by the length of the array.\n", "\n", "However, we can tell healpy that we are working on a specific coordinate system and want to change it to another different coordinate system. healpy can work with three types of coordinates: \"G\": Galactic, \"E\": Ecliptic and \"C\": Celestial Equator. We can for example redraw the graph, converting galactic to equatorial coordinates by using the option: *coord = 'GC'*.\n", "\n", "Furthermore, we can even rotate the chart above to center the origin in, for example, (RA, dec) = (180.0), thus obtaining a map that shows the status of the \"Milky Way\" in equatorial coordinates centered at RA = 180 degrees\n", "\n", "\n" ] }, { "cell_type": "code", "collapsed": false, "input": [ "hp.mollview(wmap_unmasked, min=-1, max=1, \n", " title='Unmasked WMAP data \\n in equatorial coordinates',\n", " coord='GC', rot=(180,0),\n", " unit=r'$\\Delta$T (mK)', xsize = 200)\n", "hp.graticule()\n", "\n", "hp.projtext(180, 2,'RA=180', lonlat=True)\n", "hp.projtext(90, 2, 'RA=90', lonlat=True)\n", "hp.projtext(270, 2, 'RA=270', lonlat=True);" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "0.0 180.0 -180.0 180.0\n", "The interval between parallels is 30 deg -0.00'.\n", "The interval between meridians is 30 deg -0.00'.\n" ] }, { "metadata": {}, "output_type": "display_data", "png": 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hYIPHSykpyi4lJtlYExXaKhLfYFse9Q0/dvls5VdF9GrnR+t2xyazqhSt20v+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\nbu4Nwu4smcXnsyBP7lPOY4/1pgzgp01NqAVtf7t8A8vuTzVlpLh2zKfIO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p/C8XVnsWbC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\ng2tnzqcODaeTJuu6667juus0b8pDhw6dtJ5qOC9w443eY7DR0dEnpWWPV60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