{ "metadata": { "name": "", "signature": "sha256:f10540f914af881f5e791edfaf289627a2d312d75e4ae48eddf74f3fec4c9f14" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "heading", "level": 1, "metadata": {}, "source": [ "Introducci\u00f3n al paquete healpy" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Autor: [Eduardo Mart\u00edn Calleja](http://balbuceosastropy.blogspot.com.es/)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "En esta entrada, que puede considerarse continuaci\u00f3n de la entrada anterior, dedicada a la proyecci\u00f3n de Mollweide, vamos a ver una introducci\u00f3n a la utilizaci\u00f3n del paquete [healpy](https://pypi.python.org/pypi/healpy) de Python. Healpy proporciona el acceso desde Python al conjunto de funciones de [HEALPix](http://healpix.sourceforge.net/), que constituyen el est\u00e1ndar para la representaci\u00f3n de los datos procedentes de las distintas misiones que miden la temperatura de la radiaci\u00f3n de fondo de microondas del universo.\n", "\n", "HEALPIx proporciona un algoritmo de subidivisi\u00f3n de la esfera en elementos de imagen (pixels) con la propiedad de que todos ellos representan exactamente el mismo \u00e1rea de la superficie esf\u00e9rica original, y adem\u00e1s estos pixeles se distribuyen en l\u00edneas de igual latitud. A continuaci\u00f3n esta subdivisi\u00f3n se puede trasladar a una proyecci\u00f3n en el plano como la de Mollweide que conserva las \u00e1reas en la representaci\u00f3n plana resultante.\n", "\n", "Disponer de representaciones gr\u00e1ficas de la superficie esf\u00e9rica con pixels de igual \u00e1rea es crucial para la presentaci\u00f3n y posterior an\u00e1lisis de la distribuci\u00f3n de masas, energ\u00eda, radiaci\u00f3n, etc., permitiendo comparar densidades relativas y aplicar diversos algoritmos. En particular, la librer\u00eda HEALPix se desarroll\u00f3 inicialmente para representar la distribuci\u00f3n de la radiaci\u00f3n de fondo de microondas cuyos datos se han ido recopilando en diversas misiones, si bien su utilizaci\u00f3n se ha extendido posteriormente a otros campos." ] }, { "cell_type": "heading", "level": 2, "metadata": {}, "source": [ "Importaciones y referencias" ] }, { "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", "#Esto suprime algunos deprecation warnings que molestan pero no interfieren con la ejecuci\u00f3n\n", "import warnings\n", "warnings.filterwarnings('ignore')\n", "\n", "# Generar un cuadro con versiones de las librer\u00edas utilizadas en este notebook\n", "#https://github.com/jrjohansson/version_information\n", "%load_ext version_information\n", "%version_information numpy, healpy, astroML, astroPy" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "The version_information extension is already loaded. To reload it, use:\n", " %reload_ext version_information\n" ] }, { "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 20:35:17 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 20:35:17 2015 CET} \\\\ \\hline\n", "\\end{tabular}\n" ], "metadata": {}, "output_type": "pyout", "prompt_number": 9, "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 20:35:17 2015 CET" ] } ], "prompt_number": 9 }, { "cell_type": "heading", "level": 2, "metadata": {}, "source": [ "Uso de coordenadas y numeraci\u00f3n de pixels" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "En healpy se utilizan [coordenadas esf\u00e9ricas](http://es.wikipedia.org/wiki/Coordenadas_esf%C3%A9ricas) para posicionar los pixeles: el \u00e1ngulo polar \"theta\" $\\theta$ medido desde el polo Norte (colatitud), el cual toma valores en el intervalo $[0,\\pi]$, y el \u00e1ngulo azimutal \"phi\" $\\varphi$ (longitud) que toma valores en el intervalo $[0,2 \\pi]$, medido hacia el Este del globo.\n", "\n", "La resoluci\u00f3n de la subdivisi\u00f3n en pixels se define con el par\u00e1metro NSIDE.\n", "\n", "La funci\u00f3n *nside2npix(NSIDE)* devuelve el n\u00famero de pixels en que se descompondr\u00e1 la supericie esf\u00e9rica para un NSIDE dado. La resoluci\u00f3n m\u00ednima son 12 pixels, y cada vez que se dobla NSIDE (que debe ser siempre una potencia de 2) se divide cada pixel en 4, como se ve en la siguiente tabla:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "for NSIDE in 2.**np.arange(6):\n", " print u'El n\u00famero de pixels para NSIDE = %2d es %5d' %(NSIDE, hp.nside2npix(NSIDE))" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "El n\u00famero de pixels para NSIDE = 1 es 12\n", "El n\u00famero de pixels para NSIDE = 2 es 48\n", "El n\u00famero de pixels para NSIDE = 4 es 192\n", "El n\u00famero de pixels para NSIDE = 8 es 768\n", "El n\u00famero de pixels para NSIDE = 16 es 3072\n", "El n\u00famero de pixels para NSIDE = 32 es 12288\n" ] } ], "prompt_number": 10 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Los pixels se numeran por defecto seg\u00fan el esquema RING, que consiste en irlos numerando de forma consecutiva a lo largo de anillos de latitud constante, comenzando por el por el anillo de pixels situado m\u00e1s al Norte.\n", "\n", "La funci\u00f3n *pix2ang(nside,ipix)* devuelve las coordenadas angulares para un n\u00famero de pixel o array de n\u00fameros de pixels dado. T\u00e9ngase en cuenta que theta est\u00e1 comprendido entre 0 y $\\pi$ radianes, y phi entre 0 y $2\\pi$ radianes. Veamos un ejemplo de utilizaci\u00f3n de esta funci\u00f3n:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "NSIDE = 1\n", "ipix = np.arange(hp.nside2npix(NSIDE))\n", "print u'La numeraci\u00f3n de los pixels para NSIDE = %d es: \\n' %NSIDE, ipix\n", "\n", "theta, phi = hp.pix2ang(NSIDE,ipix)\n", "print '\\n array theta = ', theta/np.pi, 'radianes'\n", "print '\\n array phi = ', phi/np.pi, 'radianes'" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "La numeraci\u00f3n de los pixels para NSIDE = 1 es: \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] radianes\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] radianes\n" ] } ], "prompt_number": 11 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Inversamente, La funci\u00f3n *ang2pix(nside, theta, phi)* devuelve la numeraci\u00f3n de los pixels para unas coordenadas angulares dadas $(\\theta, \\varphi)$, que al igual que antes pueden ser coordenadas individuales o sendos 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": 12, "text": [ "6" ] } ], "prompt_number": 12 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Veamos que pasa ahora si utilizamos sendos arrays con las coordenadas angulares:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "# Caso de arrays de la misma longitud: se emparejan elemento a elemento\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": 13, "text": [ "array([ 0, 1, 6, 11])" ] } ], "prompt_number": 13 }, { "cell_type": "code", "collapsed": false, "input": [ "# Caso de arrays de diferente longitud: da un error\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 u\"Atenci\u00f3n: \",e" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "Atenci\u00f3n: operands could not be broadcast together with shapes () (4,) (5,) \n" ] } ], "prompt_number": 15 }, { "cell_type": "code", "collapsed": false, "input": [ "# Pero si por ej. cambiamos el array theta a un array columna\n", "# El broadcasting de numpy es posible y se devuelve un array 2D\n", "# con los n\u00fameros de pixels\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": 3, "metadata": {}, "source": [ "Representaci\u00f3n gr\u00e1fica en proyecci\u00f3n de Mollweide" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "La funci\u00f3n para representar gr\u00e1ficamente un array de pixels en la proyecci\u00f3n de Mollweide es *mollview()*. Para ser representado con mollview() el array debe ser de una dimensi\u00f3n, y su longitud debe coincidir con *nside2npix(NSIDE)*. Cada elemento del array corresponder\u00e1 a un pixel en la descomposici\u00f3n de HEALPix. Veamos un ejemplo:" ] }, { "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 = u'Prueba de proyecci\u00f3n de Mollweide',\n", " unit=u'Descripci\u00f3n de la unidad de medida')" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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BFtA5oUw07dMA5LQCoNvprHtABCCnpYFOgxxgYE6DnNbUNW39GCsFcxrktN7A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\nM5Hm95IKMhYN1zAQu2wIolty67xpBD5DSup+opMaRQPblM+RCL2kPOK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ukNY6sY0K6JTC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IPr+ZRVKRIAcNJofF9yySVvEr7lFE3ipKCBQGHrMHAsbShZ6nd8TIWg6x6hnr/VK9BF88Vr3J6R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QAQoCO0ABnbG1sjYBuoF/qfHvUUeexwU7Y5VEPJL2O9fwvoAcIIDkErtgBwDPzcxakfiz7hbu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\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7yoKDavUkvCxLIrzFJtdqPLVCRcgQUmGWXQLOTLpXfojKWbvwXm4UpMTAfBtORyf8XWzT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\nua9fyWwAZXJ5mzUATIwofxLACiHEpFzeXzxTFMA7Z2hfv4e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"text": [ "" ] } ], "prompt_number": 8 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Podemos ver el esquema de numeraci\u00f3n de los pixels en el ejemplo siguiente, lo que de paso nos permitir\u00e1 introducir las funciones *projscatter()* y *projtext()*. Se utilizar\u00e1 el esquema por defecto: \"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=u'Rango de valores')\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": [ "Observese que, en el esquema anterior, el orden de representaci\u00f3n de los pixels es de arriba (Norte) abajo (Sur), y de derecha (Oeste) a izquierda (Este), como corresponde a una proyecci\u00f3n de la b\u00f3veda celeste, en que el Este se situa a la izquierda. Si se desea representar un mapa geogr\u00e1fico, con el Este a la derecha, se deber\u00e1 utilizar la opci\u00f3n *flip=\"geo\"*\n", "\n", "healpy trabaja internamente con coordendas angulares theta y phi en radianes, pero se le pueden proporcionar tambi\u00e9n coordenadas en otros sistemas, por ejemplo coordenadas gal\u00e1cticas (lon, lat) o coordenadas ecuatoriales (RA, Dec). Por este motivo, las funciones *projscatter()* y *projtext()* admiten la opci\u00f3n lonlat = True, que indica que las coordenadas que se proporcionan no son theta (colatitud) y phi (longitud) en radianes, sino una longitud y una latitud en grados. Por ejemplo, en coordenadas ecuatoriales las coordenadas angulares ser\u00edan una ascensi\u00f3n recta y una declinaci\u00f3n.\n", "\n", "Veamos un ejemplo siguiendo [este post](https://github.com/healpy/healpy/issues/109)\n", "\n", "Recuerdese que el Este se representa a la izquierda de la figura" ] }, { "cell_type": "code", "collapsed": false, "input": [ "lon = [30, 105, 270]\n", "lat = [45, -30, 60]\n", "hp.mollview(title=\"Mollweide en coordenadas (lon, lat)\")\n", "hp.graticule() # a\u00f1ade ret\u00edcula\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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mnTt36r1ffQ+/alGpVOTr60v5+fl671sul5dbe/B5KSwspFGjRulV37///ps+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\nzQzU64aWNKEoNtXW1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KmjKIqiKIrqAWhSR1EURVEU1QPQpI6iKIqiKKoHoEkdRVEURVFU\nD0CTOoqiKIqiqB6AJnUURVEURVE9AE3qKIqiKIqiegCa1FEURVEURfUANKmjKIqiKIrqAWhSR1EU\nRVEU1QPQpI6iKIqiKKoH+D86r9yAwFCFmwAAAABJRU5ErkJggg==\n", "text": [ "" ] } ], "prompt_number": 10 }, { "cell_type": "heading", "level": 2, "metadata": {}, "source": [ "Descarga y visualizaci\u00f3n de los datos de la radiaci\u00f3n de fondo de microondas (CMB) de la misi\u00f3n WMAP" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Para acceder a los datos del f\u00f3ndo c\u00f3smico de microondas del WMAP utilizaremos el m\u00f3dulo [astroML](http://www.astroml.org/) de Python. La funci\u00f3n para obtener un array listo para su representaci\u00f3n gr\u00e1fica con healpy es:\n", "\n", "astroML.datasets.fetch_wmap_temperatures()\n", "\n", "Se pueden descargar dos versiones de estos datos: una versi\u00f3n \"completa\" que incluye las frecuencias contaminantes, principalmente radiaci\u00f3n proveniente de nuestra propia galaxia u otras fuentes extragal\u00e1cticas, o bien una versi\u00f3n en la que las bandas de frecuencias donde se concentra esta contaminaci\u00f3n han sido enmascaradas.\n", "\n", "Descarguemos por ejemplo los datos no enmascarados:" ] }, { "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": [ "Estos datos est\u00e1n en forma de un array de Numpy ya preparado para su representaci\u00f3n gr\u00e1fica con healpy. Puede comprobarse que el nivel de resoluci\u00f3n gr\u00e1fica es el que corresponde a un NSIDE = 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": [ "Procedamos ahora a su representaci\u00f3n gr\u00e1fica:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "hp.mollview(wmap_unmasked, min=-1, max=1, \n", " title=u'Datos WMAP sin enmascarar \\n en coordenadas gal\u00e1cticas',\n", " unit=r'$\\Delta$T (mK)', xsize = 200)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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UdYF9eT7WIwMnMy/wHDX3QdQa645IlMh1JvRBBrrmGGT9bofAvszlSkTL936v\nJm9s/Fye+1RlLM16oft4F12YyqwjImc6o7fXpanMfMGcH4mueb176xRJjdso6Do/GIGurdaQV+os\ny7Isy7JaQH6osyzLsizLagGFoii+6WugTpGwfm1NMzpFe6fyogiyy+CoVESI2wN1EBkRe9D1tZ0G\npzLdpwwM+sdX8nsPmP/kVCaG6QoEQdTLwLkx1+U2ujy9RuxDpyKxGhETj+cxxHxjNF8q0/F6C/Jk\nEieNq4L8Ep+xnonkiDOZA5U4huUPaxAxRXcv0WZ0i/YGVuyu1/D52SVINyvrnPc0Qw2uZXBpIlrW\nO8X2jQF3iQd5/3TNHqXsAj1Zh6YyAxvz2on26gLVjsS1MxBx7Bt0JnKrAduFAXnpYub2hrlxH8T4\nvHYGH6aD8iCdmsqs39gf2EeP01GpTFc0ceIqCII7DNfOelm8SYBoqbH/sG7oBo/5f9l2RKjcOkDU\nf4RObHpu9mn2RyJ74ni+l20a5zjWBV3krIu6duEYrMvny/HIANCrw7HNNuM8FOuOY4Cub25p4PaR\nX6PurGlKp0o6+LMO8EqdZVmWZVlWC8gPdZZlWZZlWS0g41erQffDgUWnFxHXPQje2acGGcT8jkQa\nRB1c9r8aLi4GPiXWIGKhmJ+VDkq6MomtiCEiwnpLc6TXiIIpoh+em59J3DIOuWeJ1njM3nCe8f5i\nIFy6/XjdvRuQ78xNr5d6R11TeWk9nsp0xDEgK3Nz8nPjNTKwMpENcTkDR7fp41T+oCbfLfHUCToi\nlbcHjicq5OcyKHA8J9txMNy6dIcSU7G8kW5O5XsR7JV1wTy7m+nGpvfEeorIi+3Ffsfgx3W5V5mz\nlOOEGJsOWQZRpsOc90G0OLoqE+kTP3dDmdfOQLkvt2c3+PpteTsAkSdzuLKOeH7i+zjeGHSbmJV5\nntkv2NfYHziXcSvBNTXzEK+dyDP2DZ6bztO6/LwMjM77pxv6GB3b9NqJup/XIqlMjEt8v0w1hxJX\nn4WtNHTdM0g55yluibFb9huX8atlWZZlWVZHkB/qLMuyLMuyWkDGrx1UhyOXKIPTEoMRfxLTcHmf\naJPOr+h8I3YgxiC+4vvoKlylypcpNeZevRmuUQaHZSBP4l2i04Ha81PH8J4pnoPIhIGNiVmJQDYG\nwrsNGIzOTmJUOuIiHmoMLJzdi/wcIkkiVKI64ik6kImueXyzfK9Srg+65xiImblc6c4kPuI91fUN\nitfOvJebWRpbAAAgAElEQVTEVkSU7ANRxGrcOsD+TQcp8eCyerjp57Bv8P6ugKs7Og95XQwCTLTM\nNuX5eM8MlkykXOd6Zn9gzuPB2iGV99WZqdxfl0hqRI90hjOHMgMIczy8CSxLMeAttxpw+wbRIgNZ\nxzFWlweYbc7X6RTlVgZun+Bn0q3LduI5iVdj0HIiXKJ4Ovw5TikGtB6GINanPHVMKv9tydwfmWe2\nzlXOeopbCZoFTZYa+x3vk+OO2PsS9U9lRkHYCwGtra9Vxq+WZVmWZVkdQV6pa3FdjF+LXBli2p5D\ndFIqMwUUV832xIoM38uVAZoG4irMwvglujxWV+7GuetWrPjLmb8ouXrEDfm8Fh7P1xn/Kv7S5AoM\nN8zzF/gsei+VuQGd7+UqGFcjuDLATe08J391x/tmnDxu2K/71c94VrwurkjxGtsbVudymStxXMWM\nK0j8HK62se366cqm52b8L27GPhox43h+tiPLxyqvZPAaYp9dFau8jB3HPlW3SsIVC268ZyywB7RS\nKjOGYFztkhpXwWIbMNZb3WrmvoiFVlcvXCnkuKOu0+apvKfOTWWOn5kxNqJBgpv0GZeNK191qbm4\ncv4cNvJzBYurZlyB5rg6RDn+ZBxLHJs8N1cWOd8w/V8ddWB/5Mr1C1hlZb/mqmicB7lSyNVRjjXO\nAVzd58ofP4fmBN73YzAzcC7jimez+JPs0xwvdfH4zgHROFInpDLHQF2aMq5+bou+YX0l8kqdZVmW\nZVlWR5Af6izLsizLslpAxq8touuBLohpuMmVaakYi4wba7k0z5heNDZwUzvxwcvKMaqiUYCxjygi\nq7WAYHhuIsw5m6BdqRH9EN8QfTCmFTd731cht+MRF213nZ/Ky+L+GfOKKIMohRvseU+ME8c4ZbxX\nHhOxxo5AeYytRdRxrvZIZbYFMRHxJ7EZN08zjhnvgxjsZB3yqfOxf/F9xHqMv0XEQ/zK6+J9MI4W\nU03drg1S+WktnsoxThvbiHh/JOIwMr4dMfNYza1m4uZxtjuRH40CNCDF4+uwOPs0ET1x7biGz8/j\nh/EBea9EusTOrN+xDX2g/Fym2CMivkC7pTLbkbiNYl+nEYXjimYS3lMj6i7nJ9b/4UCCxJM3YusA\nY8oxHRmPZ1sz9h7HD9uGc9Ku1Vzxa5jOODY5Nlj/NDVwDLBeGCuQqJn3QSNGnVkkjituL+A43VUX\npHKzmIVSI9rlPMT4m4wxSBHHczvL2Z9NEK16Gb9almVZlmV1BPmhzrIsy7IsqwVk/PotFGPMxSXz\nK8f+X3rt+O4HpDJxwfnAJ5cgphhxLdPJ0LFFByGxEtUsRhWxA9EEEQHFZX+iNzpxiS15H9vXOMaI\nYnmvEUMRRxGlEXfR6UXXJLFS3evEGqwDXlczpEs3HM9NJ+yIdqC3tow3tkc7sg/wnPx8IiFeI+sm\nphgjMiOaIu4iimeqOGJ/1guRI9UXceLoZiS+J0KMKJCYk/fGNGlEQ3QUH9Oe3Z9HtGXMR6dgnWuT\nGJexDSPSrOuXRLHsC9w6QOcjURbfy35KnMixwbHE8RnPQ5drXQzHurhzy+BaGJ+Reh7tyHvdFA5Z\njvFYB5c+t3t67VeL/iaViRBZvyfo8FTeUYNSmfiR/ZvIl21HlzrfG9uddcQUc3T59sQxZ2mfVKaL\neQ84lOmGZ7SBuu00HLPsj+dp908dS0TPtuNY3hlx5zYZf1cqH9stkz9umeD2lHENcTGzo3gO9Pco\n9r9jsNXDqpXxq2VZlmVZVkeQH+osy7Isy7JaQNN9/iHWN6X1dX0qc8mcrsiYzuaq7puk14jBWOYy\nPnEqXXJ0NHFp/gi4zZhqiY404rGIQYhDiDb5OtEX0Q+vl8FA64LvEt3S2ckAxcQtETcQdfCe65xe\nTI/DuqPoKCZKInKju5jpoJ6H2y2KeIW4ra0to0WiHNYjj7+3Jk0WA6+OrXHFRqTKwKgMVs2A0gyc\nzH7xJvBvY0DYjGv7AC0Sl79fg3h4THRD061NxyAdr0R/LJ/TlgOvMgUWU4bRtUi8S7zNNov9l+nj\nmPKJTka6STfTDalMhLfu6KGpfGvPNVOZTlimfrsaWJb1wbaO/ZSvsY3Yp9hfnsHrTN92oXZJ5eOw\nZWRhIHjWF12exOvx+JnnfSO9NhPcoUwbuN/Ec1K5Z5eXU3mTxzJCfL93Dto7R4NLPvdfjmu2Dcdv\nRJRM2catCZwD7sK8wvmLn8Pxy8DCbA/2O2JWomNuoYnXzutmOzJ6AHE1MfOH3fLcR9RMdMroBJxv\nf6sDU7nZ9wzn41O0dypzXnlCy8n64vJKnWVZlmVZVgvID3WWZVmWZVktILtfpzGtrjtSmQ4zohei\nrfg68WSbPk5lBi8lBmOZaJHuxB56NZUZvJKuWOI0OhUjGqALcRFgS2IXIhteF49hMF+6AHktzIFJ\npEpUx+MjaiWCoAuTCIAYioFJeY33AY3QfXqdtkhlIldeF3F0RIG8B56bAVZZL8R9bAu62uoCUxO3\n8FpYX1HEO51QXyfp0FReX7elMlE4z817ok7SYalMhEXEtIMubXofEQmxT7FP76WM52aoQbHsA0SV\nvKc+U/J2iEs6ZQc2MeOuCGQdr4suTLp/iZbZFkRyDORNRE08R4cu+xoRJe/pA2C+vas8r3SUM1g3\n8SSxGcU56xbgZW4Z2V+npTLHEsc+8W4MgEyHJXPsHqxT8fkvp3Ld+OHY5DYUiv2BcxiD7EaHO9uI\njlfWYz9dkcqrAq+fr11TmXiSwYd5fuJMtjXnoQP121SOLl7O3/x+4JxRtyWGUQg4l9X1AY49OmSf\n0DKpHIOm17numduZQal3x/jpoLL71bIsy7IsqyPID3WWZVmWZVktIOPXb0inIWcnsQOX2pfHMvaJ\nyE/KAJdxyZyYisjkceA25uCMeTylRpzLpXPmI6UbjSiSOI84MWKVy7Rdeo3L9XwfEQzdusSfxB50\nMBIrHQTsQJRAJHMD0GXEksRUxAF0oDGoKvOa0gHG6yKWJn6ki5mBYulOiyiFOIIO2rpz83gGgl4D\ndUqHMM/JYMl0xxEbRafzpnBk8h6Isdl2bHfWLxHPmlOGpPIqnTKeYpBfOv/osLtE/VP5Dq0nSbpR\nm6bXuDWBiIv3SeTajqAADFZMJyzdl+zLbINm7mnm0n0YeWiJ7VhfdcGqT4RTkfMEUTvbtM4BfbyO\n/NR7ifQHASHy89l3WI8s0+1ed0/sDwxUS8wX653zxExNtgVIjW58zhl8neOH8yZznPL+eL08Ps6b\nxMx8H/sa53huaWCQYzpIWS+sR74+Bdtm2O7cchPnPuJk1u0eGpjK+1b4XWrs93Sm043NNmBA9Ga5\nZ6XG7RPRKU8HOOfhfrqy6fXy3JyfO1AuWeNXy7Isy7KsjiA/1FmWZVmWZbWAHHz4fyjmbP0Q2IzO\nJaJCur2IEpg7MS7x76cz0mvEUUSxMVCx1IjQiPAehhuMiIvL+1z2J4okfo0OKwZspYuMKIUusW41\nrlXiG9bLCcBHdIMRPxIRNgv2yfrn34lahqNMJzLRDLEdj2FAUiJEBvH9ExDDfjpdUiPWI9Yi5mU7\nMtcnMfbKTz6SyucslXMEE1ETIxODrNCA9ub71P3sMzm7SZ/r3CuVibiInOneI0rp1ynjFqIfOjWJ\nsIiUeY0R99OpWefwY37Lg3QKzn1vKrOuP0SZ98G+Scdls0DXDLDL3KgMaM0+QmTFfkp0zbHJLRZE\n1wwY/jbQNAN8x/HJ8U2HMF2I/Hw6XmdpmA/y8bwnupF5DB3b3O4QRUTNueQoHZfKRM7Md8rPJIrm\n9RJb8nrZf3memM+XW2bOnLJvKp/UKW9xYdtxm8LWE6/K19Il55hlkGqOTW4lWKEGu3ObQHQOMxg3\n5ziiVfYX3hNVNydz3uZctZWuSWUi8Hhd12M7DOeVG9BH2dYcD4OxtWdXnZnKFyi3QUeUV+osy7Is\ny7JaQH6osyzLsizLagHZ/fo1iM5W5hLlUj/zMta5nvaBG+ks7dP0PHFZny6jzXRjKnMZm2iCy/XE\nUPx8BkclLuWy9xo1iDbiL2KEK5BDkQiEy/LEMVy6v7sm8Cnx0Agtn8p0sjE3I+815lilY41/5/t4\nDJHVnnCPEe0RQRDZEL+x3Vm/MXAzHZk8lo5inpvIpC4faZ1zl3VNLMr+e422rs6dg5eyrxHJ0S1N\nLE6kzX58AYKw0pHJ+yBGZyDgJfRMKsc+yL7bG4F6GYSVePs87fapc0jS2Rh3rCOiYN4Hx1tX9NO4\nrYLnZpBYokXm4DwVRje6Vjl/EOedq5y3luJ4exGOS46lWGZf53aQsZo7lbkFhMGP2Y8Z1Jz3x/ri\n59MtzHqKLsdGFJ/HEV/fBm7txYEZz8DWEzrAGQiYwcsnaeZUfkAr4fj7Ujk6oHkst2AQc/L+2e+I\nxbllow5t8r289rkxZrk9JTqWOR5Y/zw3r5EIl/3hbcwZFL9bOIfzntgHY5lzKcVtDMyFzPmoLlgy\n651bey5DLuJvsex+tSzLsizL6gjyQ51lWZZlWVYLyO7Xr0jr6KZUnhtL5I3BbPOy+EIIKEnHKQN/\nHqNjU7nROZrRU8R8DP5I3MY8qQxaTMRG9MXgqLx2HsNldAaGZD7KmBOUS/rbIKAkMRwRABEicwUS\ns9LZSQxE0f14hE5o+noz3MQ6p9OLn7kKEAzbi3VBfLQs3KRzIIAr8SrrI2KFt4BMiJOJGtgWDA7L\nwJzEFMTlIxH8li441in71fkVoiRaJiYiemTuSuJaBjNmvydypauP2w64HYF1TddiszYluqcrmoFX\nef8MDsttDcS/PD8x9sLA4cS+0dnHfkSXKfHYSC2XyswNyvmjMThudk0Sl7KdmIeWqIyuyDje2F/o\npOc2iaPhOGUgZm6BYPBy9lP23yuxJYP3R4wb6531TOz/V62VymxfjimKY4DzIPPDsl+zP3BOjPfK\nrRG3w9HcuK0ljwGKeJ3bKhjk99D2k1J5o7Y8hxN71+WNjf2EuHoS3sc6WqvB/Zrd2MxFzO0exOsM\nIly3DYR1Gt3jDDJM5Mog8Qwwz+vasz2P3xPacnB+4mW6Zd9tz1sTZm3L3yetJq/UWZZlWZZltYD8\nUGdZlmVZltUCsvv1v9BWujSVZ6kJwktsyjKddEQpRDx0YxE9EAfEJXhiTuIrog4iK+ITOrCIDYnH\nGOSWziiimhva85L5Vm3l/XH5mziIqPYkHZrKzHNI9MXAurw/YiviR7oT6fZjfUSky/okvqrL+cj2\nIjIgvqHLkp/J+yPKOFLHp3IMdso2P0QZwRCDEXWcioC4FOuLTsFOwL/sa8Qtk5q44IjsiJsY+JZY\ni5iIOIb4hvXO+2Y+0AvgUKVYN7HeuQWhrg/yuuqQEZ18bHc6DNnXiA2JIuPxdKrSXc3Ar3Q48jMp\nokpeL9t6WA1OJPYd3yRfM+uFbcR2OeCVHOz1gPnzlg1uk+ihV1N5C/0plRkUmOOKLkeOyXuqLQAc\nO6xzbmOgI5TzB7EdP5/XS0TJuXKlJnOGlMcG0SfnjLqAy6xH9lPeE/sJ5/aRE/OWib90+Ukq364N\nUpn1HtE8+xS3HeyAAOjf09upzLFMxyn7EecJznEUxx6vId4TMTP7HecdivMEtxMdhjmAY4DfucTL\nHL8/wtaWb4HsfrUsy7Isy+oI8kOdZVmWZVlWC8j49UvqELgjuURPDEdkwmVpLi8TAxErPAq3KhEl\nXV3bY8l83yrnHdEFP584lZiCnz9YO6TyQAQvnQPoiyJKIGJgfUTnF/Ecc53Sbcglci7R1yE55hUl\nViH6IHIlnqL7MOb15HXThUm8cA9coGwvXguRATEnRSxZhzkj6qark2LbMbAvEeILuH/W0cNwvLJe\nWNe8RvafiLd53cQxdHTTufwBnLjMBUzn4466JJU5Tg5669RUHjh77pt0BB7bdkwqR7fmPjo7vcb6\nYvmW4T9P5cNXOiqVr9Pmqbynzk1ltjXzJRPz0aXMvhZdxHTy7aYLUrlZPUuN4+GkiTmX6DJdspu0\nP+qObX0ugqCzX/MaBiE4696Vu5j5bnlvvOe3G7aDfNptKTXiTI7NuiDo7I9EmrGfsI/y3AzizHFH\ndMw+dah+k8pbYxsM+wbx52jMVXSxxrbmuTnv8Hrp8Of9cywNbs84fo223Hc4xjgPsY4aA0bnXLy3\nVK5UfmcwAPmDQLt1kRooOnoZOJjIk8HpeV3M7RtzN/P7hnM8v1eu1ZapzO1JnEuIsXed/PtUvrPz\nT1OZfYb9jnPvIO2uaVzGr5ZlWZZlWR1BfqizLMuyLMtqARm/foaW1f2S6p1AXPbn6wwOzNyReyN4\nagxGKjViM2IKIo4jEUB3P52eytFFRITJoLLER1xS51I33VVEZcRARGvEMKsjkCdRa0S9O2pQeo04\nhKiD+LMuBykdxY2oKiNiOpp4r0RYrKeIBogx+Dl04NHxSWRzhbZJ5aX1OD4nx/Vmzk7WF/sJ80tG\n9xr7CPENHYvN3KnS1P0xOzLZ7uwnDIpMbMQ6iPj8GDiniaOI4eisZZ5SuvSYN5cIi1sW1p/851S+\nrPO2qcz+w4DS8V6Jcxk4e/kGd2h2KLNv1rkm2U/Yp9hnuGXidOQbjdsjGp3Aue4YwJaOUPZv4lpi\nd9YFERMxKt21j+Pa50OfebUaV+y73FZCpM++xjritTMY9bHKiJwB0Xkejnf26+hwp5OS+VtvRKBa\nzo2HwhFZ5yLui8DgdPgzVyyDK3PMxrma98yxyXHEuuMcz7mMeJKYkSiY9VKX37lZDl0GTOc1MjA6\nUTyduByPPDdz3tJ1/HhNflqO03jta2CLAj+Twao5fxLzcl7j/FyXQ7dZ4Hmpca7kfBfH+J3aRNOQ\njF8ty7Isy7I6gvxQZ1mWZVmW1QIyfp1KR+nwVN6gWt69BMvSDNp7BALG0qm4CHAql+a5pMzAvkRF\nRClcmn8BKI7YKi5Z81guLXOpn8iIS9dET8NxvXTy0flHx9TcQCbMGRqX13nuzYERbkGuQC6pHz85\nuxAP6pyDmhJ9se7oxOXSOeuDS/NEOBEDEXGx7l6ryZG4kW5JZeKpK+DmZJ5bYnS2B9u6Kz43ojpi\naWJjYioiciIYIqPxCKBLsS6I8+jgIxKJCI39iFie/YLvI3pinyLuohuaAaUn1QS6Jk48QTnvY0Tg\ndWOA45Rjii5EjlNujaDzkJ/P87M96OCLmIuIrS7IMIOB89zEjERibDuOE46BukDPrNO4DYPonHMZ\nxfYiQiOKJn5lTlwGdN5PZ+CcCzS99ii2Ke+nzhFKF+gYzZfKxN68D45l1gvrmlsW4nYDth1zLnN8\nEwlS/Bxi/7qtDLdhiwvz356lvVOZfSbmlt1fp6XXmAeYInZn3+2NMcvtG3VRFoiF+TrnsDhXsU3p\nFmdf53fPQO2VysSpdfnAubXo98/tm8rnLto/ldlOjbm5y+0LRNcrY/x+QzJ+tSzLsizL6gjyQ51l\nWZZlWVYLyPhVjTlcG3P7le4eIhOiC+ITIjEuKXP5l3iQQRx/i5ydxAfEKkQTLEc3JREbg0vSaUas\nRsREDEfXFV/nffD1kUChdN5FNx/z83FZnOdgEEveP/ORjtXcqcw8sEQNrBe+l/iCuCM6uYhd6DLl\nPV86PAelXHylR1J5UyAQBiUmgiCyIf6rQ6TxGony2Hf4Ou+/Mf9wPh/RccwFKTUiRKKMunNGtMRz\nsN8TY1B19cu2qMvPyiDGdAGynxI7x/FJLEyUUxcYnKibx9TlT6Wbk/3uBnwW6yaWGTCVOTp57pOR\nC7kOuxNvc/tCXZBsnp9lKp6TuVGJyOkuZx9ctAbREtWxftmORI6bTb4plcd0njeVo3uZcwPreWPM\nMXVIkC51Olg5J7HfETkyYDdfj85ZOkL5+RyDda5Yfib7MednRhUgiiSiZd/gMTHQMbeY8PuM424g\nglWzT9GFT/f2rnBjczxyvLMN2GdjMGR+VzFSBKMg8DPpVibqZ//ivMbx80VyPbNfx+/LuogIv0VA\n7/+hjF8ty7Isy7I6gqb7/ENaU/11XirvjE3t/NV9fvULkRtS+auNm4i5eZ+xyPirmGm3GDuLv8q4\nesFfP3WrNvFXNX8h8h7qNrnugfh1jAPE1YsDnsvH/G3RvJGcqzqMzcaVy/jLkCs9/EXE6+X9c3Ws\nN2J+cbWJqyQXaLem5+SKa90KUqwPvu9EbLo/RNmo8fBKD6UyTSZcBWR79UOf4mopf0XyVyx/vcfr\n4XWzzdkHaVThr26KK2vsg/zlWrfBfBm0zdXV/XHTN1eGGKONK6VciaUpiBuzl5g4KpVv75Jj2fF6\nufGeK91cIY4rIlzh469+9t06IwrLXFVi36SZgXXHNjsCsSXPqlYh6la+jtPRTT/zGm2tZuJKJA1b\nZylvBm8cp83nGParaCDgXMM24mb0uo3xXFHnpnMewznpMqSU+lPn3B5Mi8hVqCjOZSQaNHoxHRdX\n82iQ4ZjhddUZdDifxTHL17gaxRhtp4LGsI+QdPTTFWompoDkqj9jW3I8sG/GWIV8H01cdcYwxnCk\niYixWRvj8+VVSa4Q1624xe+ouu8H1hHH42DlVGr8nGHj8or6oXPm+IQ0qbHPciyzfbn6GFfoGtNC\n5n65ooak8gNaU9OKvFJnWZZlWZbVAvJDnWVZlmVZVguowxol/oXNpFzqbZaGhUvXRCbc9P2Ouqby\nqohrQ0TLTbncuEvExPQ3jOnFzbhcxo6ojilbiGy4vE2sw42wxGN1x/MzeS3c3EtFjHszNl0zFhvj\nyxFbEmWxzFhzxBp1CJPL63Wba+NGWLY5zzcFsbDYFqwLHsP2JaYgkuEmYp6HeCwaEohAiI9uqIlX\nRpRGLEtjCY/hdVGsd6Jp4soo1i37OvEYN3TzdeL6OuPMRaNz/K3zeu6A8+Tx1ogQ2z/zuony2Nab\nAYsS5zEeGlEZEXWdyeMyoKKI8jleuE2CfXcwkCT7Ha+LqJu4lPfE+mU/4bzFTfBXVnEWifLqxj23\nXXCs8fNpCiJ2Zko0mgmIetlPIv7jtTBW5IoanspMQ0ds905NrEjWXaOJKseb47zF9o1txnNwKwBj\n8/HcND5wwz63LLAeee1E+ifBUMM+SATeXa9Jko7Rsek1pk/jfMjvBGLZbXR5Km+vy1KZ/ZffW4wl\nxxiS/J47/ckyHuxNS/00vcb7JNrlWGaZ3xsUzXl3YwvCKXi04DYbYvcjp+StDMt2Kuc23jPHJvvx\nldqp6bV8DbJRwrIsy7IsqyPID3WWZVmWZVktoA6FX89T/1TmUj5dUsRj91Uxqui2JGKjw5JLx1yW\n5tI8l/SZnoZoje4aLtMTUxClRGclcRCX+ulU5DXSoUtkQHxRt+xdhzsYC+kurVO9lu+fiJGi66nO\nncljeB7WNV1fK+jBVCZuoXP04wrP8Hyd0KbESo2xAbMLkO7Q0WhTusHoNKbbj23dLEYV65xtRFch\n8QlxGxVjQkmNfaMuniJfZ5vGOmXsNo4X4lwiPuJyHsP0exwDHwObEd2yPniNdOfFOlgWWLgO/zKe\nFxEbURbdvexHvJY6tHdnNQak7AJkfXLscEwzThzHD9Ex24DXyBSCbFNud2CaLLqEI0pnG3Fe4VxS\n5xzmfbB9OWZ4TF06qN3gQozXw3rmfEDcxvHLa+QYZ9txPDJmHu+V45SxBeP3BucpOvb5vcI+yjFY\nl+aPdcR64f2xDnh+Hr+F/iSpsU8RIRNjs19wmxG3BrCtufWEuJiRIOgmJVKNjl6OF7Yvxw7rgv2R\nSJltcAlQ6FmIfUe8zLHErVBPtOc59Jy2PT91Xfzeboz9+HYq765B+hpl/GpZlmVZltUR5Ic6y7Is\ny7KsFlDL49dddWYqc7mYy8tcgubycnS+cfmZ56DLlG6wHbH8SkxCPMZlZ4pL6vfUBAUmAo7IYFE9\n3/TcDHLMpX4uRRMtcumeCJPL+6wP4gainKe1uKTGuiB2IE6ky5bL23QdMzAm0RrPSbcdX78PbUAU\nGNEll9E/ACKfu8YpSXxDpyZdX3TrEv/xvnmN0aUm5YDGDB5LhMrgqcR5xB51LmI6KOmYZh00OiiX\n+dTr3I5Apx0xBR23RLTsg9QMCOJMRyava4eRf0zl0/rmtG103UYHJe9hr2f/kMqjFsvpp7ilgU7j\nOlxN13GjazHfH89DJLNGtd2BaJPn3rc9z1P7tZ2eypxv3sPxxO6cs/bWWU2PZ1+iE5UpCjeu5kGe\n7z7cz1+1VipzCwADbV+CLS6cP7itgn2QwbvZ1qzTiE45f9J5yLG2EubJ52pSgNW56jknMrDvqfhK\nOkGH457KOuB8QIcw74fHcNzVpeBigHMGh2cfZCDvhWpSwsXxQMzM+yfmXB7336khXWbuR9QXcY9z\nvmP9xvmcacI41xCPcl5hO/I+uVWJAY8bt1Ksnsp34b7X0t2p3BN4d6BK/Eq8T6ROXM525zarG/UL\nfcUyfrUsy7Isy+oI8kOdZVmWZVlWC6gl8eseOi2VuRRLLEmUsAacoMQd0ZlF1PIo8ng2BljNzini\nDS4XE5HW5fXkUjeX4+twbTyeQVKJJ5l3lGI+QSJHYhoiHgas5PJ6DOArNboW4+dy+Zv3wHujiMSI\nyF/A5xDrsL6ex1I/r51ogm7VeL1Ehczzx7pgztaZgFPpGBuPzySiJvpg3RGpE1FG/MU8lhsAxzwO\nDFXnUqvLnUisQdTO8xCTMHdi7L9scwbupMOO6Is5dLkdgJjz7Rp0y35NHM7r5TiMWynYL4jIGzFR\nPjexf13OYbYB+wZRIbcA8Lp2GVkGcL2j72rpNbpT+TlE1MTS7Lur1DiKOZcQ1RF/st8RC8Y+QyTJ\n+6nLP10XKJaYjw5DBs1lcFqOAV5j3GLSbNuJ1Dgf7K/fpTIDgNPdzL5B/HyrNkzln+n6VGY/pYs2\nzjGN+a8zQuR3zD46O5WPRK7e07R/KjNQO4Nr1wXpZi5k4nBiyTjG+T3A7RNso7og7Px8fhfyO+Fo\nHWWNYyIAACAASURBVNf0vWxTzltxG8x9DU765kGpH8Q4WQTfoexrMXC2JO0BB3hdAHc6xlmnbJv4\n7MDxxbmBzw2c1zj3cu7bFtuM/gsZv1qWZVmWZXUE+aHOsizLsiyrBdSS+PUU5XyRRH6z6L1UJmbj\nsjOXUeMyNoMMEwtQRE/N3HiStLMuTGUuC3O5mm5GIiEiLy4X31a5frj8znsmEiVKIUbmEjzdukQD\nzXKmTq3ByHW5SpX/lvkPiUGJz4iLWV9EI8x5WIfAed90IPG+6S6OuINOr7o8nnSjsa1Zd0RizEvI\nXJpEFszfebr2S+VYHwzAStxHPLYnAhsTk0yqcT6ugSCwxLXEaewzVwKbRQRdF5S6LgjrvUAdrH8e\nw77+VkPw1IwsGMyWGKhZUOK6QKY8HzHVvnDJXz454/IRnZdP5eu0eSrvp+xQ5VjmPbE/Rtccke9r\nDTmEM5bntRM/0/XM9mI7EtdyOwC3hNyijVOZaPq5ieX2hQu7/BLH5r7OuY95cHmfxG3davIcs8/u\npItTmfMA+13En0RmdBYzNyfrjp9P1M25kmOJeJvtceLk7Hjdu3PGqLENDpycke9ZnbMDvi7oNvMl\nc86sy+PMbRLEqEe05znxorbcjsTksf24TYJBmW9CXzi3cntKjWOKcwbrkWOZ5+TY4H1QsT7qHLTE\n9dw+0pi3N39Xco7nOOF9nIXnAr5el6M3fhbn1e2A4jmOeM91Wyn2wvfAfyHjV8uyLMuyrI4gP9RZ\nlmVZlmW1gFoGv16P4IMDtUcqM/gt0RoD7tJ19AyQW8R8dM0QQzKw4jq6K5WJdq+AK4eYgMF8N9WN\nqczcdkQjxFM8f1wiprOoMchxRs5ET1zGZpBfogniRCKxm7HszKV5LqVHtNWY5zAvl/O66nAuHW4M\n0lkXUJIYtZmrT2pEH/F1BsCkS45igFUurxNH8NxEfsRjLNcFnI1Yg4iJ+HcvuLvYLocDUdOFx75+\nzZSMhVfs1Bz3EL/G3JFSdpgRE/Ge+T6KmPNgnZrKzAtJtxv7KbEd25fHEzPG44+YkJHYx7isYV1+\nnMpE9Mz1ucCUXO488ZNUvqrbJqn8i6E3pfI/VuuVysznyrqJmI/bC+hI5ZYCOq2JUxlcmiLi4Vjq\nBjchz0kH9EFoj+jsJPJt5miXGtuIAXn76uFUZhsRbXK+45zBILvMlxy3YdB5ymO53YVBvBkYm1sZ\niPaYx/pIjB86wPm5HCcR756N/KJHwQXKeZhzOccynZ2ckzlmGByfjlpuYeFcHbe+SNJlFd4lKuX4\n5fji9oLN0EbsD8TIDLjLcxKBE50SI0cnPSMvUHS6cy7nGOBcyn7EOZli27FN+R3CLRHx+4d9mvoi\n21q4nYlY+F6t2/ScX0DGr5ZlWZZlWR1BfqizLMuyLMtqAX2r8eulcBhySZtONubH4xItl5GJCYj5\nohuH7leiN+YE5FIs0SrxBXOA8nq5RMvymw0uwIzBuBwesQ4DcD4MnMqley4L8xqJeIjteK9097Du\nGHyX9xddcHRd8TO5FM126VMT+JXIhs5HnpOiU44ohfg8okviq/V1WypzqZ/O3WN0bCrXtSnbiJiC\nblliYWKQiNd53XR+EnUQrRKx1OGYX+to3FN2fTF3ItEE3Yzx/Gx/YoeZapxu3DpAHLNjex6b77c1\nDybM+yMmZ70Tc0XkyaCmxCdEM9zGwP7ST1ekMvvg7iMvTeWn+i7Y9BjWDYOgRizLNud2BAanpXOa\nWzzY7nTssW80ay+psS+xrd9EoOfoMD8LOJHXy37ENmLQWGJD5nXlHMr55kYESOb44baC2DZ1zmV+\nDrc91PUXYlnWI+uIcxLbl6g3jlmie85rDErMeqRr8uUpC6Ty3p1y3t5Fa4Ls8v6ILnl+bhWJqJ3f\nT+xTdTnD2Y+J7okw6XjlNbK+6Gjmd0t0NHPrExH5QDhxGSyZDlbi5wYn7lv5ug6cPQegZp/6/VP7\npvLJS+Zzsn4jymdf2AZzA/sg75ORDBiwnMHkt0ZShCXRB7+AjF8ty7Isy7I6gvxQZ1mWZVmW1QL6\nVuPXw4GSVgUaYODIugC2zDlYh+eiO425Pnksl2qJBHkMESqXa5nfkoiJy7jEMEQvDLQY8e7dWF7n\nZ9LFxOV1OuDOR8Bl5lc8XkemMpfsiTKIs5ohx7p6qXNK0n1ElMH3cqn9RDjviACYI5D1eDzaPSIx\n5qLk/RCVsq2JJojQWC90rlJ05/GziIRim52sQ9JrqyPPIPF6f2wv4NYB4jGWOTbYH0YoB9llcFj2\n2Yg5WS9EtURARP1EroORB5fYjv2bx/P8xN50ztIJGbEzkSzPx35H5M1rIc5bFuiWOXyJrnee/IdU\nvrLzL1KZ/Te6UnndxFR1eZ45TneekoOXjumUkRAxGN/LfMmMAsC6IVqK44p9geia7V6XF5mv8/42\nQgQBbmvg63TE8xojNqPrnX2a2yfoMmXQb45fuh2J/NjXmDeXmJ45imPbHAPHK3Og8n2PN2wRyHXK\n+mK/41YGzolsr+UxJ3Ls9cGWlxh9gG3EuuV4YBBtitidddQ4x+RctRu35zb9a1u+P47DOFePxncf\n5y9uiarb4sJtBMTCrFN+J9DtzigP3CJERBvvj3MA+zQjVVyg3VJ5V52fyuyDf8I45XaPK7WTvoSM\nXy3LsizLsjqC/FBnWZZlWZbVAvrW4dd/AANyGX91uPAYJJPLssSMXMpnwNB9lB1IcfmVaITBdIk3\nGLR2c7i0KC4jcxmdwX95Hh5zoLKLh0g53sfjNUiFQT9fqMFzdUEv61y8S+gZlDOSIX6NS/xcCuc9\nELtwSZvOMC61c+meuOVGbZrKXEavc+gSZUTUzeC1xAtEALwu3jPROeuOCJw4pC4oMhW3AEzSzOk1\nOuzobGXfJAqm04z4mS5mogb2gbWAak4Ero4ogfVPPMh25NggbuJ4/NGQf6Ty9Wuul8p1Aas3HDsk\nlV/p/v1UJk6KcwKD116JAODMB0rcQ9fo4mhfzg1sa+Z4PXjoOan8+mpdUvkG9M1YB3Xok+OLfXQ7\nBCxnP2ZuVDrmmcuTLjz2QaK9Pk3GDK+bzmXeP+dPonPWI4P8st/zGOJSjj2OpdivuE2C2wi4NYSY\ndQ1sWeCWDQZ95jYBbr2hs/TRmu+TuLWE+JsO3bocpJzL+F66gomF67bwvIdxwq0czRyndcGBOccR\nSbIe6d5nQG2ek2Of98rtN8wXHKNSMBc238f+xTpnX6fDnX2HcyUTEeynM1KZqJvjsFlUBs5BnMuI\nc7n9aW88QzBgOtuRQcg5h65Zk1seMn61LMuyLMvqCPJDnWVZlmVZVgvoW4dfJ9QEXGQQRWKHI6Zk\nx+sGnXJgWTpUiGuZWy8GPSQOqsu/SKxCfMXlWmICBk4kSiBOnKnB9ZOvfW3dncrR/cmAk3UuRLr3\niHUuUf9UZhBjLnvz/ri8T6TM5ej4OpfoeV11ATC5FF0XiJl1SsxHRzHPw/vg9cQctsScDEbK+4w5\nFMvPH4lj8rVwSZ8BYYn8PkRbEwkRhcZ6IrogjmB/pIiJntbiqUwMxSDKPA/x8mnaP5XZprtXY4ao\ng/XJ+yEqpKOamJdOQp6H10Kkzz5OhLT6xPvzZ3UpgwITpdVtLyC6JhIjyuK4I2Kh+3WTXXLe50Mu\nHND0nBGZE/WwXOcqrMP1dIMTr7MNmLOa2yDqcplGBExkRDxIDMVjOMdw3BHXEpVxjG2FIKzcVtIY\nEaAcY9wOwqDydU56zgdEiBwbdAVzGwy3WBAt0s0Y53C2F8cg38c6Z1Bi4m0ez+8nolBGPmBfZn/n\nuI5zCLejjAdy5Zji/TeeI8/PHI91wcY53jj3EL9GZz/7MZ387CNH6vhUZj3ynnhdDBBNpPwo+g/n\n4brvqDh+2RfqXNfs9+zrROR0Kzc63HNEhB/is2pk/GpZlmVZltUR5Ic6y7Isy7KsFtB0n3/IN6+P\nJoZUvqDLr1K5bhmZr9/ZKS9d02mzD/LDDtReqcxl57jUy6CMRGlclubyPpfIb0FuOyIbLuneh/P/\nqsGdmPEBr4vL8RHd0sVExEYnXWPuxBwc9wQEGSbmfEArpTKDVxJ33IsgiswzGwNQzvDvj9JrT3fO\nS9uso23H5ry2Q7vnwKf8HLp4ia3mA56qc/Syrhn0MS7ZEyFzGZ0Badm+3fA6j2dbE0kRGRB1Ew0Q\nAcR6ZGBl5s58EciZfYruuSN0Yioz2CrR9RQgC2KCupyOm1a5kIl9iBg5NthH6bjltgPikGdq0CKP\nIX5jGwzr8uNPfS7bvC5gONEf0RfdkcxNStxEhPaXC1dO5RVr3Guxnngtwxry02akz2sn/iYKfhCI\nmH2QWwboPuXYZ1Bc5kc9t8q3yXHELQB1AaWJ1ThP8Tzc1sFA2zwP38v5PCJiIv3bEHiWQYu5lYLo\nj+OXCJVzOM9P1M5xujuwaBzXRMHjG4LmNu8vDELbiBPzlhRuAeD9cYsHt2Rwewzz+UacyM9nhAUi\nTH7fMKcz647n2XB8dqMf3+2AVH4AzntubWL/ubzqm/weGIwtLqwXbk/ifMRrJzZlrli6Wbkti3VH\nBzbzucf38vuGfZRzMr9vVsIcwGunq3x7bH/i+cdi+9eG2Gb1ZeSVOsuyLMuyrBaQH+osy7Isy7Ja\nQN8K/HpZl5xP8bBncwDBUYvNm8p0yNCVwqVjYsnB2iGVb4bbjmgiOl25tDodltfpWGTQYgY85PI+\n3WNzA5kQbXKJtnGpOS/NE0XGQJ5EYlxeJwIhqptUg9uI0PogwCrr8U5gRro/qZFtZd1N6pw/Z+0G\nV3DGRP2750CxzJ1IZETsweX1ukDLrF8iZaK1iEq41E9HJN1KrAs6rehy5ev8TLYdXVdELMwJGtuD\nOJvtRXRA7MA6Ze5KIiHivMbcs/m+6R4j6o3HsB3p0KZrlfkiuQWgESNnNEJsyNeJa4lSiDl5H7Et\niVMZ7Jb3eZ02T2WONToYea/ENMTYdLttA2x4EnL3xtc5Z7AdKR7DdmffeRX9nniQgbSZD5uYkxiK\n9RjRcF3eYI61OiTH+mWd8p6Ijheu2ZJCnBixN13/vC5iebpmOQZvb8C1eT7fRRemMvNkE3UzkDfx\neexrH9cgZPb1QZgneJ+cP4iF+V3BMUDHOOc4upuPfOx3qXxT759Kaqx/XhfnBgaEZ3Bc5p3mfPBQ\nt6VSmeOEWJSvNwu2znHKeqGjmy7uutzcPIbbSojjGZibQcXpGOd3YTwP+z23EWzfPjiVH23Lcwbn\nKeJyfj+xP/J7jttN/lN5pc6yLMuyLKsF5Ic6y7Isy7KsFtC3Ar8SCf5jsV6pTOzApX4ev4BGpzKX\n/blkTmzV3iSQJfEZ3TxHKAc2Jnags4XIl/kaD9apqXw83Kd8L5fg6dqjIj6hc4nOLS7pE1ncC0ck\nUQqddHTucAmazjQun/O90Yn5NOqcSIXH8hqJmLhcz3yndLASpRCNsB1fBJIiQosBO4mliQ54DiIL\n1heX1+koZjBQBrSmE5Su27O0dypHJEXnIe+Z10V0TPTDurgAOY8v0i6pTMSxpwam8gbtOeduxOi8\nJ/ZFth3blMiKiI19kHVNBPFeTXBl4pYlR72UyjP1yi7D2H+IlYhD2F8Y+JVYZ2Ngb+IQbrGg0/mM\npw7L51wyn5N9I2LBs7RPeo3ok7mr6bjlXEY3Nl2DFB2GbCcitLcaclB+2sXaQ6+m19hGm1XuZ6nR\nNVsXmPtoHYvXM67mtgY6RInBmuF49i/ODdymQCTJuYS5ejmfs/9yzDBgNsUAudH5z/mWOYcb+3r+\nTI6Ni7VTKnP8sl3YjkSkjMrQT1ek8pm9f5nKcSsSUT/ncn4PELkSY7Pe+b3JscR75bXzeNZvHHv8\njuG2KR7LuZ/9jtdL/ExnPL8XWV90nnPu4fdZ7D/sI9xKck9bnpM3uSsHIB/203zuI8dnFH5ItwGp\nzLzmPxqfc2BP6tZ87vsy8kqdZVmWZVlWC2iaTRN2LDYZ85cYn6RpauDmZm6c5SoMn8i54ZO/JqZr\n8muRv8S4Ishz85c+Vwdj7CepcfN4XfoU/vphmatcXCmKv4oYc4srMPwlzBW243R0Kp86JcfmGdYp\n/8rgr37+Yme989q58hCvoTFWU/NVJf4SY9vx/in+ouMqGH+Zc6WMKzz8BRpXwmgy4a9S/qLl+Zqt\n5kr1aad4f1w14+rM2VjB2btaEeKmd/Y1rgCxP3KV4vmaGE4s8775y5gbjflLN27upVGF56PJZzcY\nPxg3i6uPy414MpX/vsIPUnnZifmXKzV9zqajCYvNmMpcPY/XyPvhKifHJvsLVzrYFpwbWKesa6aa\nomGL/TeOT8aTpImK/YX1z9Vczn28P7YBV6TeUddUZp+haCa4RltLmjoNXi5vMfGmVB7UZVsck1fh\nmOqL/YTmDK74cYzxvrdQjl0ZxbHLY7kC8zBSXXHlj3MAvwdG45xcIeV9c1wzLmY8P+MXcgM+Y73x\n+4Gfzw3zvMbhaGsa37jKybrjOCUNiN8bnG+vVL9U5pzNOYbfIdsrGwI4ZyzR3jyl1ZZt16by4YiX\nyeuN8yzrluYUpuPkfD9COY4p24tpL9nXGY/2UJ3c9D5oHuP3cjSxcG7gmDpYp6Ty9fpZKs8zZkIq\nb9Tjj6nMMctxyjRhXEFkCsyzc2YwpwmzLMuyLMvqCPJDnWVZlmVZVgtomsWvjwApcEmSGz4Z44cY\nioiHyILLy4xXNqIm5U48J5fxr8DSNZdzF53wSiq/MFuOn0fMy3Rgx078dSqP7zJbKhMHLNOOFDJt\nGf0QPaw89hFJ0rPd50+vEYmyLmi84IZ5pu3hUj9xLZfOmY6KG0e5iTUuKXMpnNfF5W+2xbpDh6by\nKavl9G1EXFyC7wlEzBhDxGaMb0VcG9O58LqInhiDjfdPfNFbj6Uy44Ix9iHj19FwQYxNVBdxJTcf\ns1/WoTf2dYr4gn2ZsfcajSAZR1DRaMTNzRyPvB+ej2hxsYF5nFy6589xjbkPEEtygzlf7zXmn6n8\nRo8ciyrWwcYT8sbl/WfLCIgonPXLOtrksfzePXrnjc6sL2Ij9mW2BzdYxzmMiI19lP2Y8xpRHbdg\ncKxxzLJtqDpDE8txWwfj+nHbBecSjgfi7dO0fyoT+XFDPrdhcIsH8WqzbQJ8jam5mF6Kbcp24TzE\nOIyMAccxyHNSnB/i2Od1123N4LXz/ln/RK40AXB+JOrl9gy2O2PDxe0vvOffIhUWt8cQCXIbUt33\nCbcBsZ/QaENTCNsg9p+jEJe0LibjCUiXuCeMKPxMxqkbiC1PnFd4T5wHabJoNrcSv9IUxLbj9wBN\nb0zBudHkW1P5/c55+wj7xns1cQ7XzJjc+NWyLMuyLKsjyA91lmVZlmVZLaBpNk5dXfwiolLG7GEM\nOqZI4lI003fto7NTedMaNxbjW0URuRKDTgH1oMONWPjoyRm53ttl5VReoT0v+XZty8jg0LaTUpnL\ny1z2fqn7XJIal6KZGmUk3GC7j7g0lXuukF2ArCO6Axe8/fVUfmf95liD2GjJZ3PsMH1c/TdXhaZ0\ny5X0PLAa7+f61dZL5T5Y0qYba6+b/5DKL208F649XwuX8p/W4qm8AeIDxeP5+cQUC47I9z80dy8d\nqN+mMl3EjI1G9xzdecRvdNSyj8c+SJTDOmfcKsY7IrpnTDMiCMZmoxrTBWW3+ewTJ+ZzdinPWefy\n5dhZd0zG6Pf3+GEqv7FnxpyM4cjUYN9DKh66P3uNzMh1aN+M4JmmKuK39zvn36uHYMwyvlwdnru1\n95qpTFc575WxsPrWOCXpXouYminFiJMXmpzHziqdMyImFv64Bu3xdaJAzj3EuMRNdPFGByVxajPc\nOPV1cfzw3ETnh07JbTCwU56HiTnZjtu0560fMR5YXVq1tjTZ1MdX47imOK9wXNdtmeCYjeOQ7lBi\nUM5BTOvGbUDc+kKcyrSBdREBiGiJnRmH8LEmaaeIUPldReT5Ws05+L3M/sWxwZiEs+g9nD/XaRwn\njCzB+ZuuXMaN5BYEotJT4bpmujfWL+c+bunaDu3HNovuZbrh32xIt5bnDDq6WUf8Hrisc3aME8Hz\n+4H1yDbNM9Lnyyt1lmVZlmVZLSA/1FmWZVmWZbWAvhXuVy7/7jjhqlSmy5RL/VzS5dI50QiXSLlM\nz7Q8D2glSdJlY3LalaJzvlh+fo/JGQ090Xmpptfeb0pGCk90ysvIRBndp+Rrea5TRqp0fO42IWPU\n4bNltBVFlEVHUyfUBZfx5xmfgyVO6JZdOdeEf6fy7jk7m0Y9n++714n5vp86fMFUXnJkhZOykVAv\nHZ5RKQPGEj1ySZ8o5Wfj/5zKv+n2q1Qm+pilPd/TiLbMS3/y5P35IjKpafraoOVyuf8zOAbtfkeP\n1ZqcpBFl0YnLeq9L/UZkEJf12Y+Z5oluOOIeOq0Z8Jd4nc5GYrObgSXZN/abeE4qX9mldKsSIRNB\n/ODJUan8UaZNmj53L7073/Sp/Hhb87RxCw7J2PuqNTdJZbo8iWp4DTFoKe+B2yh4/0RyTNvHut6z\nPadPY8o0tiODoNJdyzkppgi8FLhxwVH5Ph/qlecMjgFuq2AaukZ0nPsXxxLHD7et0InKe41IiH8n\ntn27xo1NDLjAxDwfXNNl81QmOiUuHQSnLwPIEpstMbHsVxd12SG9xhSRW47PrsLTuu2eypxXie2I\n9uqCQdPBuA2iAHCMR+d/45agjArZ13gMtx1wmwRd9URvjWnV8nYE9gFuuWEw2/g9x/Nx3A/Wdk2v\nhYGT2afoomY9sq4ZUJmfxS1EEbvzHJxX2P5z1Lj3+V1NtMp6ZID3D2vQOF37u+n8VI5pAen+ZZs2\npibNdcfz8XOI+rnli4ia4naWbfM4tPvVsizLsiyrI8gPdZZlWZZlWS2gaRa/Xo8lXGJTOl6ZH45L\noXSlMrgkkQFdV8zJyvPE5Vou0W84ckgqv9sno6QxbXmptEd7PscDbXm5usFZ+WRGL9cutWEq0y3D\nXJN0TDG/4iEqHbIM8kjVLRfPM3JCs8Ol4SjPjvJSKF+O8mwoE23GppkPr12fi88enYMlL3Z7Dkjb\n4MfeDuVHUR6FMm/jMZRh8pzQPyPl2e7KSDnRnsn5pQF5VbxBA7bE/+TYlvr7ajlnKTEfcQidTs9g\nWwFRDnMKRlRERxXzoY7pkjE2nVl7IDBnr/EZg03ukn+77dsp50Kkc5b9bv4n30hl/T0X9aPyPxcv\n9Yv00k5n5u0Qb+yb75kOvMWOQfvCxsW6I74hKlruyZwf9t9o0zb0NdZHnBM4Xui6+9H4XI//BlIf\n1/n7qTz/8Hz/b6yU7+n7g4BJcgxrYUrSU3vmLQgMFLvgDeV4/8dmeR8DcfVLS+V7WPDEPDdMPiC3\nXefffZLKxW75MwP677M98rgiqqLrl+1OnBYR6VnoU5wbiYk+QIDqdUdmp/MbfVFfY/Pxj3TPDvQf\njs37Gs7snre27DwlB2vuPDTf699/WvaTxnydeV7n1pQ6lMWtCdySQ9ERyfypj2ILTbPtCESIRO7E\niczNutxxuU9ffnRG1HT/EqFymwbRHr8X2dYMHh63IRDlsf0v0s6p/Oshv0nlW9fMA5XfLVvp6lRe\ncGzupzEKg9SImvmdw++zZtfF70eiUs4N3FJApE5HLxE4v7uZl5fbr+hoJWqPiQa47YPbWrg1gbiY\n104365YX5W0Cd+yct/BwKwmTG3A7gPGrZVmWZVlWB5Mf6izLsizLslpA0yx+pfuVDhI6p1be+JH8\nzkNyscgr/bpktoyKGKyQS7pEE7uMzWzxwu5lsMDFsYxO99EPn80Y4d1eGcXO+sRH+QKyKUb3/zQ7\nVVceg2vPlyINRBnIc8i+P07lNcf+LZWf6l7iniXH5OClF/fI90y3MMys0pMoMx7tr1BeCeWfopzN\nhvo3Ylt+CFw7a6R8/My+KBPzIrBvA1rF58BgKKxQa8BQlBmhkegY91HkVIMKFX4bMEZfSgMQULkB\nw/F14LE7FlsNh+QOwUDP352cK2rGWDeou9c37pLKc92eAwJPXqv577LOd3+C/8Ef2lHOKRobEfU8\n+OCNcPzPqv+iTxNdg+Dqz5mkaT22HfE62n3CAfj8q/LnD0Bbz4q37n8A/mdblCui/fr6ub6Ipr5/\nZsZzH/XPb5ue4479/gKUmVYV+PdCbEfYZX0c8wuU4y09i9fYLpmI6X7UY9cCjvLheYy/tBJw7ciM\nwcTtAzw/ruup3jjn2HzOh7qXE85yB2JyQNs9slKeWOn+bcD1HO/sG7g/cSsD+1JuMk3uC+w86pNP\nHTt0zYxcibhWmJLn+Pbp8usXtWXMuDmw2fyP5Ws/r3d21zL48c1tOY/z+rotlbtOKG/2ttnyxMOA\n6fM8lveGDOmd529qzRF5Lkc6WyElasM4vbhv7lRbtOf74P3R+R1RM8cAIzLQkfkbHYb7yPtduK2E\neZFv6p2/FDYZlV+/tlfeTrTlLhk5vn5hbuBZppTXOKxTRt68xtUn5ogFp3fJOcAPHp/x97uz5+/c\nG9pyRyWKJdpkjlUew+1aC+6CsbRr+Z8D++akAXUBvbmdiwG7Wb/MBU1Ezfbi1hPi+3WzS9341bIs\ny7IsqyPID3WWZVmWZVktoGkWv74ClkXHIANgroHAmcyz2GdKXgIf0ym7axYbnV14T/XMCOJRBMLd\nduyfUvkf3UunGoMyzjU8oy/iiB+ORKRaosXuKGezjl5ZDG67fsAXO+N4Br/NcTk1YATK+5b//fsZ\n2Un4o7HZ4adrcQ5g6X8DMc1IBEIH64wo4/MbrhG4dMDKKF//6b83oBm+TtRA5MpUl8SGSDFLZNOA\nlBdDGfdH1+CxNQbgzxNp8Xpn5PIAoOsBdI0+gTKQ1Cv7og9sjD4Q653vWxBlYjV8Th1G3gFl0rl3\nmx9udVDF6WF5vHZpswPVSOVvqTnmq9Lq8b9MY0r8zrHOeQJz2QmYm47gdhMi9R1RxtaXV9bHwCDX\nLQAAIABJREFUOP0Vxmk1997UExiyX8aQA/LOFw24CefmNpRjcvGf2LKAogYw1vmxuXjVajkwN/Ot\n0oG7QpVHmRETmOO2U3uecGd9NW8beqlnxvvdJ2ckSZc4Hb0/HI0vK85b/M7rmd8bv9PXvQr7Zxgp\nAVtZru+V84EzmDBz5dIVS5f0Eu0ZYcYcwpK08YTcTszb/mLnPNEuMOVlSVLn0Xkry6WL/TyVGRic\nkTWYR3qXkdibkc23GjUuB/CnA5jbGhjdY6fsyjV+tSzLsizL6gjyQ51lWZZlWVYLaJrFr+epf3qR\nwfzoWll3dF66vbRnXhbdYfwfU/nv3TKWpIv2J49ld81VvfMyNoMV73RDtX6eV1YbcSow4M15dVsb\nI8juQ5vldfxF2/O1z3ocHLI459BdM/xYbeyDqfzunHDXYpk8orhR3ZCPdXQOPPtIz8xc+0zIS+Th\nbtwH8SvcnAWWwANRMNEilswH/BzliAkQQHhydzja7oQ7E59/6841TjIGSyZSzsYoPdQj1/Vy12YW\nO2rLXDdXhFw3/6lAsbU2EPHsffAHOjKBTz4C+pmeQZzZBtHmSbQ8GmXc/3nA2ONkWf8brY7yvV/y\nvfsDd502pfkxdDo32yawHsp/bvL3r1ID/tX89aLaJtEwlw7KxVFw/F7B89EhjZzaDfMat7gw8Du+\nKx5aCfPdmDzfcR6MzmAG3eb32b965+jx84zJc+wbPRBE+lkEdEaRwfdnmZi/kwLOP3Sp/H12ozZN\n5YiA5xmLeR3O+Du65UmTwa3/0TdXGIMiMx/26pPz8R/OmK+R+HWTa5GUnBEq9swRKqITlZiZQYsb\nEx7kTt13Sna/Pt0pbx1bbmhuozdWy/XLYNHTYf8Ac7KrW3pOM361LMuyLMvqCPJDnWVZlmVZVgto\nmsWvNyHf3SbPIuDhYtlp1OByQaA+BqNk3rytJmcs+1jnjGUZlLA3kN+iU0pc+k6n7Li9R3kJd9tn\ns1N2yGIIDjwIASXhMn2lF1xUY7KL6iOwhrFdcMyJOAb5Rs/tkvMlRq2tv6byaDiB6BBijkKiaGqk\nlk3l7adkyyuD2T6yPly/ozKXHZBNV9qmKJFnr6sy7vx3juGpkZ3zMjeDL56u/VJ5JVwvXUSTl86/\nRcZ1yoyYy+RjGzh51iYX5b70l12qz4GbdALcqfMymPHRKNN9ynyz0ISds3WY2wfmGpLd06+siba+\nPbf1S+uXzjO20Q+GZ8568Uo5ACnzJa48JAe0/jcsupM6A6WMyPxk1ArNkT2d4Usehz0GcSgh12kD\niyaWZyBmBIK+Y09glV/B+UbR7TcRZbqb78zFCU8gcPGPKos1HYY8H4Nr75uLrx+M4M4j8KE9cDxz\nEQ/KxSE9MPYvwtgHMp98dNlnOw/HtgNiOyCrd+GanJUInk5NOsZ5DNr91u65A3Psc5xQvcZUfQDB\nj+/YLFfesnBYfn88OBzbfU6U6aSvE4cpUez5KMfuzvuHk7Dhc4gq4XRvcNuz28FR+z4CUH+Mc7ZN\nxLaRx5q0H+a1Bmd+TpOqEWjTH6Dq3sxDU/Pyns9BmQHO6SzF8f/qBYx6V8Z2z/60zAW8wOQc+aEh\nz/FQBF9eLfvkeyJoL4PvN+BBBFe+uDfyQQ/BzQIvv94DY2wIB3YltguCXr/Ru3k+YdBPvbJCvqdh\nWjWVtx2Rv6NZpwMYMLzIdccAyHH+ZQDhVTQslVcbkrdHXb5mzuG7Bhy6DDLM54ytdE0qc+69vmfe\nWPCzsdhY0N341bIsy7Isq0PJD3WWZVnW/7d393G7l3O+/z/ffS2tzWKWyq+UHSIyBqNhZ/9qdENk\nixSFSlEjkcpoMt0qNZXuZCqlsCul4ke6k99G93b9NrvGPYUY2pbdGqVlWoh1zfn747qO43h+V+dX\nmcpa67w+78ejh8O5vuf35rg7v9fxOt6fTyqVmgCttPj1c6w5/zPJScWDbycx4y9gPAYL/s+LGrM5\nYN3xOdz87htZFi1Lsc9a1Jauf7BuQ1YGPHzZj5ubVpenumr+VmOvfxfXf9lX2nlEE+9fr3GjxbCt\nZbOoeWt5FLo62jXFJ+Jar29ARfPmPXdJw6yPAiv96PnkoLyIvHmzwT6/tF6L+vmyS9qz/c/tG/52\niXotPJy2o6hdt5DHmNNwGQh+M5bMv0U0zHLM/Nn8iBERd8KPdFobINIl+C9Hy11omxqM8nJCtXot\nz6Oumu37PrM5hw1Q6djwXsxnuH1cWstbTjc0cNzUQbVsvkLzIhtI86bYJCL6z7kOz/nCpQ3/nrOg\noZwh97ro2G0C/+UHzan3W8ZAL0g2Trlb13tKLT961p3mFoyn/bj1y0+s3zCJz9zfgtHyXuqGv4H6\nfRw2QB1xYk7bozjpzC0dh7biD84BhX+x4Zilm7e55L75rU2Htk9cHDvUsv3HLRnOm6dH29exWdwQ\nEf26ME+qY2fd+Hktmzvb8XtPrF7LO+P/XHtpQ36/XtDQeS//MdsaynaDPU5vWO/3uMsfBYb71Z83\nt6M5W92eszb36NjcljDKT/p2Q4s/eg5z3CWtL926/Uy/s685HuZNN5T3Z4c3d+jdx7Bd4AdEZHdr\ngPmS3T5AQPi712v/p3etjxEdodyaGHTzhkHXXNIw6KOwGf+2Ecm4Y0Hrmz7rs77SfhfF20t3bH32\nC/Pb9qfXXtJw4jXbz2xZcC75HXOWY60EUJ55nMbFr4B77zd9ai1/Zar9nryAMb7G11tdf+757q1p\ncmvCx3oW5BkdGsfU8mPZNvTXi9vc96W12m/ezewDcZuRz2Ge4T+7srXdCduS8zZOK8XEr6lUKpVK\npVJzQflSl0qlUqlUKjUBWmnxq7lfdbP8BvQmKnt6/LCWv04uV7Gky7tiRvHJWuC8rZfOOCX3WVCX\nPuOlYEudQPeQk/aHsUEti5s8Zq/7GgIxt9xFz2qBkIcca+LHsgQtSrJexA7WkZjm6XF7LVtH2y35\nXC3fsrDh0tVAiKLgX3CPBXH4zKKJ26kjMdFrFjV36kfXbYxFN6vH61YueDCij5fF5KfGfrX8ypiJ\nDmr7u0Su60lU+ATwpG30aM4jFt3l7ubAOmaNlrTSvqHK8/k8Yi2RoG3nc5oLeV4vIWbTFoSNFatY\nti/ts/i/RUTEyWu9o34mov8192W/UyKNDeiPYhjr9BI41HOx/j03vlnLa9zasMoPnvWfZu+79UvR\nrlhcNOK92Nf2WNyQ315rtUS/Impx3l5LP1LL4+YN8bvj0Xv0+pYdm0PjwW0CL4qWJNr+ILo1Z2jp\nP/67bkCx7EYgardP2Kc2IQm2uPap2ILXuLG13Wc3bc4/x2G5d8/htoBHszXhKrbt+GyvXNLmlbMW\n/k0ti5R3jfNq2bH/zjijllfjuuW5nQ8cp/255I21vBvXedI1BJg1Jy3m0Fuf37YXODbFf84JjtmC\n+dwa8YUFLYKE/aWPB1u7v2FJm7++srBFLdiAueeJt7Yb/pdnNbfqZ6Jtd3jHD1om4X95xswx9inn\nQ/ugfX3omHNI3LsLqH+96TavnD7Vtho4D3w+WjRo557SvtaFc+x3p9u9rzvVzndgHF/LB8f7a3lX\nEqjvwLaGEmUjImKD+Y1j79LyvcZJcVgpJn5NpVKpVCqVmgvKl7pUKpVKpVKpCdBKi19vZZlTTHJb\ntAi3uhpFP6Kcv7qVpKUElPzBc5qjxyXolyxqwUP/x7ozS82iSs/t8q9uy+eBicSPIt+C/iL6rk0d\nkSIAcZbP+uJZx5qI2vN5j6/G3XVEHFnLnwQNeLxO47fGx2rZAMEbxvdrWYxZzjOEn8VqnlsEcC0Z\nJg3WKMLTYSdq/9doCOA6Aka7lF7q1HsUB+iKNs+gyGa/aK4r20WcZ17AU2PfWta5a/uWPiBK0kHq\n0r117jixrkUG4lpRjsd7L2LGgkF0S4t6xH2i41cTrdi6e8fihmNOWasF1HaMDT2feNXxVrYAWEfi\nya9Ey0XplgZxvTjxa4wlHcgGGBUPDW0BKAFcf86xQ05zz6GDVjRkP3U7hnUn0rUO1EduaxGY99nw\nhPv9u9skfE4R6pYg1zt60Zqb7Bv2r6+xVca2FheXQLhubxDF2qfKfBjRR5LWl3OA7evxjhmRsu1R\nxs9HYs/62aXMa27Z8NwvO5ZICX/X1lVW+23bhuN2F+vU+VmE6O+PdVPGqnX07rs/XMu3rdHQrnOv\n84Focwv6vX3DMf6065tD+OjN23YT+2C5d3/vDIz+0ReZPLtJ5Ow42Q20ad+xr53Lc2xMf3zTnQ3X\n7rB2mzfKdg+jDdzSm4Pa+HplXFnL1r9zifOtfV38u9rA9oxzo255SfyaSqVSqVQqNReUL3WpVCqV\nSqVSE6CVFr9uHZfVDw+Ik2pZJCnCdFnaJWKXS7eabjhE/XCqLSN7nrIE7VK8DjyX8W9nyVcEIjJy\nKVi36uPva8vS581vCSZd3nap3Xy2ZYlfNCR6EpnoGLuKoMRiHZfpRXUiSh1gnycJ4zjHqdd3+VmJ\n+DzGpWudaSIO61pkIGq27j4DSi9l0ZBo0XPb1mLhjXDf+hy2r8/Ux9utb/TcZrNJI0Xqtp1BpM8n\nIan4V9QhKhNX+3yPj1/Wsv3OflKeyYCe9rshVGr926ZHL3lfLV+68FW1bB31UV1DZaJr26y0gc9m\nn7aODABqkG7RzNunm0v9nKmGb3Q56nT2Wd0GUc4pRr8ktqtlA6zaFvZ1+7dj9pMD2zS8lmNTnOfW\ngEWxTkT0+7RbEL4PLrYeb1vStsQcuvDYWhYfrU5//CXP4efOrbb1qy65JiIiPrF9c1Jat9a5z++Y\nuiB2ruWtSLorTnXMWNdDz1HqwPu234kzn/h17KwG0b6RcjOlxv/ctOFX2+g65p7D7264/KdrtNyn\n4rzith5CtT6ziNitAW4l8XMjDxiVYuu7WxLXq9ZogXit0x2/OBNZ4aKXt2gPupXVkOtb2V+U48p6\nsT6cn+2b5d1BN6uBtm1f70vUP7S1yHp0S4hbytyS8dr2rpP4NZVKpVKpVGouKF/qUqlUKpVKpSZA\n8x74kBUjgwC/7I7mFrptvbZs6ZLrpuAIMYGY5M9+1PKqfe4ZLfebbpXNr2nLtb/afCaP4NSytoz/\nsfnNeemyvEv9fi4qFT2JD7abf0kti3JcrnUp1uX44gwTybkUrDPOZWzPZx09Goys09iyCGL7aPcu\nGi94aCgnr9f8KvUiwnSJ3GuKDMQnPpOYVSQjxiwBbG0jkZz3rlPy6BYIsuciFr2I4+0btqlOp3EO\nXLG/9SI+Ew1cCGL6JsjRexEVPQFX1xAW9r5KnkzRm1sgzNf4nrs/1L63RuNK6/ZyY9Zib7zrKrOf\niHqVfb8gYJ1xjjuxuPjIALLW9aFTR9eyLtt5AwFJHdd9d9xMPdnXzB875Jo12PmFsUst29cMAutc\nZl0r+52B0kt/cEy59cW5yX60w8Lx+WGH0J54ymfVZWm/23X7mYDOBpUdClp7ZuxVy0PuclGh9+g2\njNNj71oWdY8LTut869YUxzo7IHpRGH4LSPvXBc2x7xjzPNZ7R5rw1bdpzzF/qrVvuV/7tJEBRPT3\n0KedB4e2QygDy2+1Rtv6cmQcUcsix2+8fCYZrf2iH1C7bUHwGJ/DfurYHIqscAvRHGwnt5s4J5T+\nIzZ2TJtf27Hm779lr+McbgQJIzs49l8bD165UpdKpVKpVCo1AcqXulQqlUqlUqkJ0ErrflXXgCZc\nonUpWGfLmgNYyeV4l4LNY+jyall2FeuJMF2WdRnfcw8FqtVVaFBNA4YaTNelZnMdlnsXR/jMLv/6\nuThTHCOu1Tm8L/d+fBxUy+YxFOUUDCUusI6sR/HZ8XFgLfeDCT9u7OcnxQG1vE7PediCmr4zTh97\nj8V9aI49/11M4RK5dTTNDgbvUYnn/K440fooy+6e24DPIg1RkshGNOB17Ce62kTnIt3LcXvdO/t8\nBoLe8fKWH/jj276+lp/PmBLbWReOK/G+qNsgw4dGc1Y+49v/u5b/6Tl/XstlvPk9pctVrGUQVF28\njlOf2/Fou4tvnJ8KXrXvnodzeX3q4rzYbew9inisO+e7kgt6+WPEwiJPg7mWOdQ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"text": [ "" ] } ], "prompt_number": 13 }, { "cell_type": "markdown", "metadata": {}, "source": [ "La ordenaci\u00f3n de los pixels en el array anterior corresponde al sistema de coordenadas gal\u00e1cticas, como podemos verificar por la presencia en el gr\u00e1fico, en la posici\u00f3n lat = 0, de una banda de contaminaci\u00f3n t\u00e9rmica procedente de nuestra galaxia. Esto es irrelevante en lo que respecta a la construcci\u00f3n por healpy de la representaci\u00f3n gr\u00e1fica, ya que se limita a leer el array y colocar cada pixel en la posici\u00f3n que le corresponda en el esquema de numeraci\u00f3n adoptado (RING por defecto) y seg\u00fan el nivel de resoluci\u00f3n indicado por la longitud del array.\n", "\n", "No obstante, podemos indicar a healpy que estamos trabajando en un sistema de coordenadas determinado y deseamos hacer un cambio a otro sistema de coordenadas diferente. healpy puede trabajar con tres tipos de coordenadas: \"G\": Gal\u00e1cticas, \"E\": Eclipticas y \"C\": Celestes Ecuatoriales. Por ejemplo, si deseamos redibujar el gr\u00e1fico convirtiendo las coordenadas gal\u00e1cticas en ecuatoriales utilizaremos la opci\u00f3n: *coord='GC'*.\n", "\n", "M\u00e1s a\u00fan, podemos incluso girar el gr\u00e1fico anterior para por ejemplo centrar el origen en RA, dec = (180,0), obteniendo as\u00ed un mapa en el que se aprecia la situaci\u00f3n de la \"v\u00eda l\u00e1ctea\" en coordenadas ecuatoriales centradas en RA = 180 grados" ] }, { "cell_type": "code", "collapsed": false, "input": [ "hp.mollview(wmap_unmasked, min=-1, max=1, \n", " title=u'Datos WMAP sin enmascarar \\n en coordenadas ecuatoriales',\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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6N4BErzsH7KW997pZopN3/308D8A6fDNxHdnlLQdR4y1vpyvfXL+Avn8exKFe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XqHqBG+H6brOXRgt7UNrNn58I0IwQe0vUfgE6XNtAcnhHVOIizGy3vvLNGCMlU3DAuU15ZQ6SpO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