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Last active March 22, 2019 01:02
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healpy tutorial
name: healpy-environment
channels:
- conda-forge
dependencies:
- healpy>=1.12.9
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# healpy tutorial\n",
"\n",
"See the Jupyter Notebook version of this tutorial at <https://github.com/healpy/healpy/blob/master/doc/healpy_tutorial.ipynb>"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Choose the `inline` backend of `maptlotlib` to display the plots inside the Jupyter Notebook"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"import matplotlib.pyplot as plt\n",
"\n",
"%matplotlib inline"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import healpy as hp"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## NSIDE and ordering\n",
"\n",
"Maps are simply numpy arrays, where each array element refers to a location in the sky as defined by the Healpix pixelization schemes (see the [healpix website](https://healpix.jpl.nasa.gov/)).\n",
"\n",
"Note: Running the code below in a regular Python session will not display the maps; it's recommended to use an IPython shell or a Jupyter notebook.\n",
"\n",
"The resolution of the map is defined by the *NSIDE* parameter, which is generally a power of 2."
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Approximate resolution at NSIDE 32 is 1.8 deg\n"
]
}
],
"source": [
"NSIDE = 32\n",
"print(\n",
" \"Approximate resolution at NSIDE {} is {:.2} deg\".format(\n",
" NSIDE, hp.nside2resol(NSIDE, arcmin=True) / 60\n",
" )\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The function `healpy.pixelfunc.nside2npix` gives the number of pixels *NPIX* of the map:"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"12288\n"
]
}
],
"source": [
"NPIX = hp.nside2npix(NSIDE)\n",
"print(NPIX)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The same pixels in the map can be ordered in 2 ways, either RING, where they are numbered in the array in horizontal rings starting from the North pole:"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"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"
]
},
{
"data": {
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\n",
"text/plain": [
"<Figure size 612x388.8 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"m = np.arange(NPIX)\n",
"hp.mollview(m, title=\"Mollview image RING\")\n",
"hp.graticule()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The standard coordinates are the **colatitude** $\\theta$, $0$ at the North Pole, $\\pi/2$ at the equator and $\\pi$ at the South Pole and the **longitude** $\\phi$ between $0$ and $2\\pi$ eastward, in a Mollview projection, $\\phi=0$ is at the center and increases eastward toward the left of the map.\n",
"\n",
"We can also use vectors to represent coordinates, for example `vec` is the normalized vector that points to $\\theta=\\pi/2, \\phi=3/4\\pi$:"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[-7.07106781e-01 7.07106781e-01 6.12323400e-17]\n"
]
}
],
"source": [
"vec = hp.ang2vec(np.pi / 2, np.pi * 3 / 4)\n",
"print(vec)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We can find the indices of all the pixels within $10$ degrees of that point and then change the value of the map at those indices:"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
"ipix_disc = hp.query_disc(nside=32, vec=vec, radius=np.radians(10))"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 612x388.8 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"m = np.arange(NPIX)\n",
"m[ipix_disc] = m.max()\n",
"hp.mollview(m, title=\"Mollview image RING\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We can retrieve colatitude and longitude of each pixel using `pix2ang`, in this case we notice that the first 4 pixels cover the North Pole with pixel centers just ~$1.5$ degrees South of the Pole all at the same latitude. The fifth pixel is already part of another ring of pixels."
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [],
"source": [
"theta, phi = np.degrees(hp.pix2ang(nside=32, ipix=[0, 1, 2, 3, 4]))"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([1.46197116, 1.46197116, 1.46197116, 1.46197116, 2.92418036])"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"theta"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([ 45. , 135. , 225. , 315. , 22.5])"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"phi"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The RING ordering is necessary for the Spherical Harmonics transforms, the other option is NESTED ordering which is very efficient for map domain operations because scaling up and down maps is achieved just multiplying and rounding pixel indices.\n",
"See below how pixel are ordered in the NESTED scheme, notice the structure of the 12 HEALPix base pixels (NSIDE 1):"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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Oj4lLTFulxTBQCIEwKTSwymGIGMbs4zE5DJVCIOh4hUghEC6GQHk5jJosPeQUjrnyjmxbiBQaQuUQKC+IIWJoKC2IoXIIiCBuGSKGwuYQI4I2XilMPX/7hCW1vdxSGCGBNjFCaFNEDlP2dZ8YxgihoeeYhcqgTYwY2nBKYp8gpoxi7xWO1KuuZ9tipNAmRhBtcstijBzalCg7x8ihjYjiRpN8YjXQGUrYJVKl0Avnlxqt25TCw664FGaHsq9dui5NCj3oUwdJUkhhuq8x3efZF0rzTWWkOr75+gCwfo2/5e5pfYynJ2eYnmSeDsdCJ/ZVVp2G6vh2EOdxe9j//kq+xoSNQRJDITscMriSFlLPWfsCTm0rlxQmyqCBKoXZEkPq/rYTQ6oQWseOKoSpiaFNrvSQKouac4Jsa7tSE0NDanJoyJUgpiaHhlyl5tTU0EYSxI1CSslCW7AmgwC6M48wNQS+nJxJCtXBLDltWGlHa+Cqa6AYJ5jmEEStNds2aa2huOYgPORLj2589L1ZJ6Vmk0QNvgmZNc8cexPm0O4215xim+fx8EweWaTKoQ2XKKpDzTo5t0hi84gYCm3ALYQAkxSacKkhKVQH8zskVQqXNyF7wmomEeMSQ4C+Tct2GPY9pxQCczFcts1082WRQ3OVpDa1aKdFMQTmcgjwzfXIIYiccgjwCKI6NBP6k5taIoLYLNLHUKhPDikk0Vn/A5qRQnUwY5FCpTX7zcdFn7g1/blag+uLp92OJpaQuaXQhW39amrfQ93zMwFq38McUmhD7WdpxHLv1hn2bqVtLEcVwMb0RWTpj6jBdk5IP8TtQxJDIZkSIhidFvbdtDi/AkWIoRFAH7E3jl4J7JuwulJqOHRNidmmwXYi5Ty3DNqJ4dpr10oQh66QMU0xTo6dWwxNcugSewyG5DImTcz9xQ2ITxKXqeHaHxg2ZoGkiE0giaFQluak0E4GcxIoJHYq6CNUCk0qmHKDYUvrIlLDFr9o5pbCMbhGC3ONXuYkJj3MLYVDmGMQehyGRDImTeRODX3Epoh6r2/6KEiKKACQxFCIpGS5OEgMQ25MBUvIQzJoCLlZBIlg4MhjjuQwNDUcu56EbEvoNWksNSwphEOJoaHo4BTO1UlG2gpehaOgGPYlhzZcE4OHJIglkkNDSILYmxquPIhhYyDpYUVk8ImQj1p9B3vFMCYZzCyFISJo0yeF0TeOmJVMMo9Sjr2G9G1PdDt9E1RXSAhDxNAme3k59urYtz2R7XgnV66UFIbIoQ3XBOF9olhSDg19khgkhitPYNgYiCQWRsRQ4KfmYBKvFKaUijOJYawQAn4pTLpZJMxRmLO/IYcYplyHfGJYq2wcK4YGDkH0ymHK1dG3LRsshkC8HAL+Y5LSFcAVxBpiaPAJYrQcAiKIm4WIocBDCyOLl1JI7TPIIYUL+UgRQRsjhaSbA3XSasaSMvW6YbaF0o4thrX7EaaKoYFdECmHxzTDNDF2TTE0pAiiwRwbaj9RI4o1BdFgRDFJDg0iia0jg08EOi1I4ZISA0kCaUIKG4Eyfc1aW1yDYypLIQdNDU5hPE1bkEIq5thQ5Z06/Q0nLU15IwNV2kMSQwGPud/PAFOG7whary5/lkB3jGmFE4a3ow5meddBjuGKT60uB5cAW1/DM8/gaYfK4SEwybOsWSzUxNDAtoIH4/J6FLjmdCSjgdsQl9BjQwOzMxu5rgA8X8I5TjcNvOutkh4yIqVkIZ7H3O9n5j9QpNA+f1LFw2qjO+PowAMDSXw7K8lgbSE0++TjV5/+HVEMDamCaF8rWNdSjuXQWmSXIobauiOqxOO9aOOm/+1rTv+K4zsW4UZry1hNQbTTwuR9Yl/lKW/Faue2n96f/4pxTeIkrG1KFkWG/WOXk1n2CcNxEkFkQUrJQhxLKaRA/VKhNb0NJqjlYjaG9sms3jY28wXSlsJUdLcqhcxtUFcHAfjmPtxrZO5D6v4AkB4F9M3nzLWKCAPTWxl2EMNbYdknHOXl75Lyck0kMdwxvEIYmxj6zpnYFMrTBktaCER93fEKYY200LdP7bTQhiE5pK5AUiUx7JPC2NTQJ3QxiaHn+XZiuPJQ4qnEtWJHjeTQ178wan/43kvs2+jZHyY1XHlojQTRs31R6WHfXTD2vPEMQqmSHnrej6SHyUgpWehnNB0MEcOx8yRENEbaKFVGHk0HS4jh2P7sk0JDof6Gg8vSlZTDoaQwRAzHEsIQMRxoo08Ml08tVF4eXMqtoBwODToJ3hfUJf1GPmI+OVx5eglRHNnGIEkcuxOGnDcjo5OLSeLIexFJjEJKyYKfIiXjMckIKBmXkMKxZermbTQghQUY+0KotW6jfHx4SC8fU8vGDG1wlFKppeW9fd1EaTmo1D62mQXeRpEy88ilc3prN15mHrv9B4we7l0mz7yElJh3ChHDLYYshRx9AEvJRYAUjreR+eMQuj/H0sJG4Jy6xgtXf8IW2kAbcgjk73e4KVPU3HyPY6OPKdIPMSDXIcshwNYHkQTDFDcih/mRUvKWkSSDbik59pxwE8OEc4qcGDpvIXowSS4pjNkXKULIXFJOWoGEu6ScIoRuOTlW5nyl5Ig2xkrJa01nKC0nrc7BXF5OkcK1fRH7Pty3kLAfxsrKK83nKjFHbvdamZm431ImuybvC4ZjJ+XlXqSULFSSQpcaUuhQfYSxSQY34EtXc18MW0gJOUYtj8A1cplKC6XlFVI2p/BbMCli7RHN5JHMTno3Vk72wV5eTlAZSRD5kcRwCyCVjKcTmsAoRXo+V99CkgxypYWU/UgpHzOkhqSl6bgSQ4oUTqY0mVMT0vNjE0MXjtHLFFHkSg4pZWQ9Ae2qrmjPj0kNXdhSRML2z86c0PcfaMvksSSIhPcg6eEKMip5F3nMBS8krzSCypO8UsVQUef2o0ohx+eH2qeQaeLrVFjEkJoUcq3qkghVDAGe8jIFDjmk9i/kWPmFAkUODWQ5Il5SZmfQTiQ1o21A7YnDlQb+5jIRREgpefcgSyFHqbNyKaWJkjEVjoEmVDnuaCUpfctx2uufOqA9n1zOauM7JnlwCnXU8klaAxNqLwDi9nOU1m++xzH6dtQuMZ+su9A89f1TJ3fXCnj446S8TEESww3jMRe88PQ/UsTQPt4pS+HZH3riN8OUtHB12TrSyy/aYJjcOxXu0cexyaErhLH7wnm+OufsuOfbQphyLnXEc5ljOccFHImhTVJ6aJ+aKW/Hev7hGXENrEkhcWLj2PfvigQ1ebzt1VZySA0AY89t5jtbSoJITQ1tUhJE+3imHEv7+TucHkpiuAusSGEKG5wQBs1BGEuMCG3IYJJgiCkh+flr7UXu2y1JCfsonh5y7w5y6kZ8Puf7YUgQo1I05krs9GRXNUXkSBApSHoYj4jhhkCSQqrUdLq6FLITK4XctDhXIbfsDUEpH/vOxVnEtjcuhYYoOfK9JcLbpJaVo2jwcNx8njPHobb+l0hNOQTqlpipo7ip5WWRwziklNw4g0IYsuJIHyGlt7EPMqGUHFJGHhRCyleaECnM+bnIKYVj5eQx+RvbNyPPHy0nDwlhyPk0dE6OndNDx7SxUrLLaGl16HQlTn48VlYe7VsYsjLH0J/HJq8feD5rSdn74ultB5VYM12GQsrLnOVkl5D3TjmuQ8/dodJy8tm5x7kVAh+7XjYeJHfOvblfluYDUfrksGQi6GMsJez0sBxSzsmxY6p19ZHNQ6iOMGpZY/gWMbJr9k7q6D6HnAy997EUSenMI53H9u0AqtPVRvCa9JA6gjkV6nunHFeTHu6QIEYjpeRtpETZONMFrepI4xL9CFssIYdCEcvaI493nZojlisfOkoJcq2k7INYXq45innTy8tCHqSU3BBRKaEv3Yg5lm7ZLfYDylhGjl++Lvml10ulJc//klLopoYxUufuo4jnekvJMVLonlex56V9XlOXdowgdynZZSVBiz2FCcuQ+ZLDqGlqCK/tpoYxYpC9pGzDPYq54CXKTRBzlpNd3PdNPb4xz9/S9FBGJW86VUvHmySFnGzul6I4YpM+QjK4Nqch9yATgQ7joBTS3IWx3k5Z2KbkqVRykAozboKop+VK3TXTQxmcsookhpVJFkKTbqQev+kk/cZLFEPa8nXpT8WEuPxfKrXKx9NpuuRNJsnPXaaGKVJozq3Uc5OyxOMGJYYG0jJy5u0mPN8kh8liSFj6TE/oEyCnEpUc2lAHqVS6283OmBRNDQ16opKPsTm+qc/fovRQEsNNpPoUNBWoJoXENZ03EkqfQGpqmJoUVp4aaacgJFt7J3XRtNCGPMdjDaj9ECtdu2r1QZSpbeoiYliJe136y3VemDr6kjLo5IC6ZlYlCBflK374dumvW0nsqGjquscUKK9NOM5fOp9wKaVIQ8WeGHv7FWcuqFR2vOX5N6c/ueL3HYpY7p2odJLpegNzqt2fG0FKyYUxJ9x9f5FwgUnBHOfYZc9cUsTQEkJ9RsAov97Xjny87UYpfWUIS6bZQvi1L/5w/GsbsUs5XrYUxi6TR8SWwslZZxV8Ycb3HHmsr/6x+y5/vt0nIoXcvooRl7FLns4mgYnlCofHyk65YksOZcqTlJLy5InXLX8+55W3TX5t+rGOa2Bln0We35OD0+f04Vnxny2u5e1KT+3z6SfPr2WffPKLir4uI1JK3gSqpoQ1ODhsQwpjIZbpSSkhIEnhBmFLIVAvOazJLiaHAEN6WHCAii2Dselhd+T0Ob13YkZKECn7XNLDcogYVqBYWlhzfd+aZeOKfZDIpWORwoQXd973rGJ9lUrMx9V5bM2+d5ssh9VKy0Ro75t2vKhymLrPS877eI9Ld3f9DyklZ8b9tpFdCseOJ6WUHBLlDwhh9sRw6MY4Vkoe228j5ZchIQwqJfdJXcjxGhPCzOXkPiksUkp2pdCG8r4Dym1uWmgTVFIeOuUIy8iVKClPerwgd1l5TGhyl5btUrILqbQMEI95yBJz/Q2MlZftcrJLSHk51/J2QP4SsykpGzaotCylZAF1R906ZWMXkhSGsKkpITAsdrWXsRthKCnsTpzI/OIZ903uz1LG5nMnh31SCNRNDqlULS0ToaZoY8Jtl5NdapaXgbrzPm4rIoYZKZoWhtzIqANP+qg92nhX+xNyPJ/A1vcpHDgvhtJCYKSvYcjptsH3uk0tKwO71e9w7fmNlpdDktyccuiWlHehz6GUkjPQd+Kwi2HsseMuI0cIITkx9G16jBP5Sskx+88ptcQK4Vo5mbJEXezzM5SSY6SQvaQckxRmGKE8JoU23pJyzMfWd1OMeD53WXkoLXTJUVaOkRdqidEVkqEysg/2UctRx329gah95znvh8rJLr7yMmWJu1hh5y4vu+VkQ+NlZSkl7xwlpdBH7cElkhJWo6mBJmNQB6Jwf3GmNhf5/F0dkALULzHWTg83dXDK/PVX/x07zU3tY7/pSGLIyFDEzJIWUo4V1/yFiULIlhim3uimxJVPlCIJ4de++MM0oSMsUQeALTVMlUKW1JDSp5AhOYxJCl1u94mOdsUiLCEH8CSHMWmhDVdySJEVjvQwNjG0YRmYkvj2zXtP3X8mPYxJDG1MelhriTuAJ0HsSw2BZpNDSQxrk73fQW2BHxlckh2OlJAAOSXcAjYqKWSGIoUAcX5DgPw1eJeTwxYgD0ypnB5SV06pNb3Nso3MCeK29TsUMWRg7KTQlFXb5w3Qnk9E1R5csgVc8bJvJD1fU0uixOfr1LWPF3S3HCc9X6jL5JBYWiSuuUstbZLF4AlfpD1fwPRW4jWMOriG+Pyx+/g2yaGUkon0nQz2SXTBy74U3zDncUkoI9syyBHDp5SSKcs4rT0/ZUk8AFc89dyk5/n42hd9KPo59udTUda4BpLKqStCmHoeWBfkyTlnxz+fMy1M2AdX/9gFp/9BPAS3uyr+vVCXFLNJKSmvSGHqOWidx4dnJFyPGK+HKdcz/cTTYjghxlepZWXW62HCPlDELwcuszMTunfYckftHpDw/KsvPi23quc8aKisLKXkGoRIoZAGOSFguJFwSmEKtb+0raWEKd+4qUlN9RLyBau/IL6dL92bdsmll9Roz0/6wuo8h5oeUqEmRx3x+s4x32F1dDinAAAgAElEQVT1BFXovc9vQ3IoYphINimsuYwd5klh7dJxbSm84qnnihQSS8cA2pTCDVsuzyeCGymHDiKHN5MFcdPlcHrrjFZe7jTpGsOxvN62yqGIYQLuQddaLf/nElRGNjIoQki62FGfD7SREvZJIVkWA6UopxQG9zWsnBQCnrTQUDk1BMrJYW/fwoJyyFlGXmmXKAadVtXTQ/I1s+Daw320Iogh++G8N6yXv/vu/5sshyKGkfikkEQDfTxrCyGQPyVUs+G/l0gJr/jlbxr8e+2UEAiQwpALcItJoU2AIPdKoaGAHFLlb7T9EsnhyGNqJ4fAeHJm9y/0USI9HL2+bXh6CNQfnALwD1DZVDkUMYxApDDTNjSwH3aG3KXUgAvrYGpYKikc2A+jUsjEkByGSCGHOA7JYdBI5MyfXbk2lEPkcI7IoYxKDsYc3FgZ9JaSS+9zz6jkGCHMNSo59qLvjsSLfr5nZHKN0rE7Ojn2M0genQysjc6NLh/7zonIC+raCOXS5WPPCOVoKWQ4FL6RypTlw1JwRytHT0/jOycjz2t3tHINKXSvdWNpoY8co5aLXyt9S+oxj0oewztqOVbaMoxctkcmh2BGL1cYrSyjknOSKoVrVO5HaIhNCXN8k6xx0XfLybX7EwJp5WPuL3NbO9BkDI70NMNpHOsVuZPDILZgQArQRmrmlpWrXCsb2A/k9BBgmfuQK0HcpORQEsMR7vn6/5v0/Ate9qX6MjiZkEvGXKkhaVkrRVvaCZinhrWF8Gtf9CGy3HHNaUiSQnNOEC6ck3POrj/QZDqll4+ZkkPSsl9MySFpMmtzXhLOb5Mc1i4jdxddT26DIz2sfs2cqOJpoY/ZmVOa6HHcwyYqOjF0+dRTfoa8HYFIYpgDqhQCqC+FaKMfIcAzwGTTRx0DbQwywWxGTwqJowEBoPvyl2nbwEEjU9iQRxoznFbTU9Tkl14V2TvZVZfCVqg9ahloIz0EtqP/IcDkFZkRMcxJA5+nFqSwhSkRAOCKS76CXDLjuPle+csX0hsh0nGUj6lwJIUMcvrpZ3w9fTsYzoubGpjGBqi7rrJh72T968WsoydM1BHLnVb40vNvIW8HFZZrOIPsT0/Wl0MwnBets1d7A1qEZPQc1zP7A5RYMmxFCFvgiku+gtwGyw2XcXdorZPKybYQ6tkMKmGJOBYsKexuOZ62VB6jECrNUIo1m5PSzuK5Rg7PTVg6z5D6XuwSsurSls/jwHxOjBwenpHwZtxTI/HYGjmcTmjzHQK0srKRw9u98pzkNjgw1/TkrkUM9zYjh7MzEq9dHMvq2XKYcG4YxyhYVo5CEkNOuKUwkTUp7OgRAIfkqVv3yW3EkkMKU67v7nM4UsPYkrQvJdQ1yqg5+hRynJ+1vse08f1pjRrJoe8YRKeHDPvz4Ik3rPy7hfQQQJX0kKV/IUfXAKcNcnoISILYg4ihQ3JamEsKIz5QLaxeYmghLdzGpHBbCV4RZfkEz07dRDnM9Hqx74M04GQTYHh7uyyHLizXd6bS8iaXl1vtbyijki2SDtLIVlzwsptGnh/wNkYi9yAZ9MxlGEtI+WB0FYEz1+cz5CZECMfKZCE31pBr/Fg793nRB8cbGXuNkfMjpD9hsZLySFo4WlIOuYiPnKchfQo5RviOli8D3gqlpLx8mZHtGJPCUiXlkM/caFk55K4w0oSbFrpQyso2Y6XlEIksUVoeSwyDyspj97mQsnLAvTK5vGwz8n4+dfHIdiScH5lKyjIqmUq0FGo0WwLKxZD0tTLAhIPQtGXscZIUOtSelqY0W3L8WxiM0hIcySHAkx62wOi1P3TpxM0NqVbpVHSC2FpyKIkhIg9K5Kv2JoYx+93zbSqpZJwpNYwRwlyJYUrZ2JeExMqc79oe20au1DBl5HGW5DBSCL2pYcqXDudcTRl9TL53+56f8FZyJYexJeQc6WHKFyhvchjbjqeJsbTQhSM99CWHKdKYKz2M6WPoTQ9THMO9niW0QU4Pe5LD0cRwrZ3wxzMnh5IYFoGrH2HsSd6ovKekhDUGoPThJiGb3J/Q/YLXxHQ0iUT3NwyAZUqaFJjOB46pbFw2uV/h2oCUlLfSaL/DlpLE2IEnbJWjFu55DFNhzdtp53iGsvNiGJwWNjTiuJUBJq2w6YNMWpjXMBuJ5eMVOazYRYFF9HXPz4Wx30uqFG5dWdnaDbFpoUEGpbQJy8AUoKgctlJS3ulSctBBYNg9F/zijeQ21CHTtCIM5WQOOErKHELIsZQZF9SSsj51ClAMkyRzlZOJfQonZ53Fshmffub9yW20EuJwlJSB9XXDY+EqKXMl7IfHaAfo4ElpUujCNTCFCkdZmWsZvFY+OxwDUz71FIYNCThHmErKUkrOQhufcT4p5ID6RYKpk/EVT709uQ0WtnAQEsvchgwDTboTJ8htcEhhS3CUlDlKyBzJ4TYOzuIamELlpp9m6I7Bca3mqJJppuUeGdJDlhytkXNkiJ0Vw8G0sKGb/VZJoYU6cTL5uSxSqNX8f1wf0srniz51avFDA7U+xm2gyCGnFLYkMRQ5NFK4LUvnGfb2GzpABLRWy/9RocihOuA7uFyzVWydHA7ce2qXlHeylNy70zPuithycjYhTCkl+86R2OWMPG3os86IasIrhClXC+/wzNgBQZ7fMThmSjl5KYUr21KppJxJTGPLyjmTwlZKY7Fl5b6kkPp+UsrKuUQ7paTMVUZ2iS0r+2RQJewoXzvn/krckpNeMeS45icsQefbBRyfwdjS8iefvP67xFX91uk5V4glZSklk2nIj7cuJcxZOo69QnBcUTKeK7EDUbxSWIsW0kpsX/m4jxwjlVPY5OQwlxQCPGXl2OSw7/FspWUi25gebmN5uY0rS0G8aeEuSWHousljZ3zop6GlRDq3FDK91VA5zC2FUX0NM0shR3/DXWaoX2HpsnLusnyoHOaUQkMNOcwKw3U/ZkqboXOlFTlkw3Ou1Cop71QpeW0nF37rQ+Xk4inhUEk59JwYytED2xgqJ0f1JRy6SoReWIdKPzHnSoGScrAU5i4pF04Jh0rKpZPClu7XQ2Xl0MEmXO9nqLRcsq/mWFm5hBjaDJWWQ+VvqLQcI5BDpeXg/oUc1/+B0nLMuZK7tOwrI/fBUl52zpXEkrKUkseoLYV9qMPZTpeOKYNQgoi5YjQW5/fRTPm4kdIxUKd8vC0DUgxc76eV0vKmDEiJEbrc6WHUoJMtLC03NTjFonRyuFf01VqgoWvFxguh1ixLF6kTJ1eSw6RRx1qtXh1SL6CdWv22lrqiAvH6bcrJdnKYJIS6I6eGpqS8khxWkkJTUraTw5p9CpVuJzm86d6TleQwZVoa8xGivifVrSaHtSTayKGdHpZOCg2mrGwnhymiZ55jp4ex7Zg+h3ZymDQSmeEeYOQwZWDKSjtMn8XpyRl5zkOzC0jpoZHDCnNj7kxi2NIUNMAWSKGvjVbmJ2SrifE0w0EzKSHQRFJoBLGFgSYtJoctLHfXSnIItJUecs11WHtKG2tDmkkPW5rzECgztU0OdkIMa88JZPjYz81X6mhCCs0glEYmrAYYpJAzuqG+Jcb7EFkKmUROz2ZNSKGhBSlskdbKyq2I8zbKIUAXRBY5nG8I+V5g5JB6znDKYUz/Qh9cwzhKeszWi+F5r3k5w01esUiHPpzQpZBLxLQGOFa4YOKqi5lWMmE4TmrWTuJ41Uu/md4IwCN0uiOviqI7vfwflSlH91SmSkJL6diE6WPNkb4ozbRvmI7Tzd9LX0+YawLqwxn99svV5/CLP3krSzscqJlmWZ+Y4/ydnpwB+/Sl9Fhu252a+0wBtl4MAUBTvp0xffD04XxXX/5zX0lohOmrR0Mj0a/80bviyh+9KwBg2kC11FxIVAMDUdThfBs+8fJvq7wlaCopBIDPPftBAIhyyPUxWJ4zTO0RMFJ4032Y1rtmooV9c8OT5snYrftHWdqjSJl5bgtL6BlBve4F+7juBfuVt8aigYEpVz5lca4wyCFAu/WWvG3vhBgmw5QSGilkJfUscZ8XOq9hBowQtgBX35Q1Ets0UmhgkcNUuXOel5oacqSEwGkpNLAlhwzPqylAblLIJYepnwv3ecn7Rvf8HIGRQkOqHOYYFTzrVBOCaKgqh+7xZbpmsLA/ZUsPW2erxTA5du0rHcfOQt8jhFGpocmgfWdTzBnG2BeQg9ak0Pv7Susou1LIiu7iBLHnsTFy2Fc6Tikpu1KYRF9ZMrZc2XvexG9SLjjlMEYQ+z9TES/KdZx6iJVDnxSmlJX7Hi9y2ENHLy2nfPFfpoUulUvLJcrJWy2GSYx9yAMuAtlSwlQaE8IhKSxdTi7WMT7wdYaksHhJeUQgqf0NT79M2M4ZkkKW1DCGkU0uLYdD/QpLl5XHPlOl942bFtqEyuGY/HEliaXlcKif4zaWltmu91ueHjZkL7y4Vh3Uz7CVCcmA8K8UHGdWxXKyjxb6GhpK9jUMSQqLySHXSOZM5WMfQXLIsTmhkl/oYxUy2KR2WXmtHa4BKSMMSaGhZJ/Dlpa34xj8wkohScrWbSiRlNt87tRwK5fEG9ppyjdZZOyHteesik0Jv+4Xv+D/Q+wx8c2imXJch5bJI5JSOp7xXK+9xF4YNNcko55DlVI6Pv+Ff8+wMfBPfh0phX1L5sVKoeqZ4Da2fDzzrbKYcvj6DktMD47M997YEcjnXsmU8vbsm/jPle+X0ZvjPVYhUuhy5rH1b6WxMte3bF1sO0NL6FFJkcI7veJYhi1ZkPJWiRNiA/3ncW8ZuY9jPJ+r2Fv51T/8wsHmUrejsa8MFWAedRzDWl/D2v0AMyWHLfUnBCp/W3Q75OfsT5hCQlLoKymnJIW+56T0KWQrK/f1b4sgZ2qYMi1NzuQw5XPVUn9MYD09pKxMQqWlPodAxn6HFa/HvvQwWgqBJkYtc7JzS+LpTs1TQ8qH1zxXab6+hNRx7Eq1c1YtoArh9BRvakgRQlNSZksOQZNCU1ImJ4f2knmE8rGezaCmU3LpWHd6mRxSBppMTy6SQ+rh0ph/7yadO4umGL+GU+YqvOk+U5bk0F4+j/bZsvYNdXS4SksKbW7dP4ozj51imY5GKU1qx7eMHhVKCdnIYdb0MBT7WtPCcnpGDonpob2cXq1b+tYlhkG194opocvlP/eVPEe/MSlsjZb6lEA3lhTGjlTua4ZxMArb6GMOWjp3mOAckMLx2VIdivb/HIOr3yEXraWH24jSiWmhS8H0MFdfw60Tw1G4pJBrdQwuuOZ7YionX/k0hvKxBqYNDYoDeAajqEPFdgPjmd+QqQsD05eTzz/nW1na4Tp3mhpwAWByyNCIBm66N5McMgkdx/654SKm5d2Y6LpJUwNOTh1O0TFsz7XPZxohyPWlq6X5DgE2Oaw1IHarBp8M2rOzg72DUEJeNJMQft1Lr017ovuBYOiQO28n7TvDmhCmbo7ztmaJlYtcSWFqSXktKWQ6XMklZffz7+v9HNsGAEzSLoxcUujCcf5wXaNTS8peIWT4fJ17VWLS6/sIpGyP007q/sklhWccPUh6niuEfYNSYkktK586XP1MThK3xxXLO78yMWXLpR6J98CP/2CmlDi1tOxecAaOV88gFBl8EkvKMnk5U8LL/687xz/J9y2p4jcnb0qYsjlcCU1j33maKh8DebsfdPEXw1xSmMrayh2NJYfJOO8jKTnMeOpU3z8OJ08dYWmntUEpKcmh7zls6SEXCffAbFIIpKWHlVPm7RfDvlVMNp3cAhhZUmYpHQO9N5zYsmBuKay1Kkof0SXlPimMlcXGysd9cJ0/teSQpXwM9J5v1crKffs5cv+0VkLuk8BacuimhQaOsjKQIIe5v7S3VlrmoKDLbE0p2VtGDtiJYyXl0n0Jg0rKISd9wZJykBSGbE7A2wopCZZMCsdKysEpYcmScshnfqykHHrdCCgpl0wKuc6fkmXlIClk+nwFlZVDP19j2xSynwP2T2kpHCsth8hfybJynxTahJSVQyQyqKxcUjkC7oNZ00IfY6XlkIuL53h5yslSSl5hg1PCwZIyw5qR0Ywkh7mTQpex5Ke18nEwpZLD0l8ER0rKpcvHXOdPqeQwOCkc257A7R1NDgufPmP7p7WkMJRSyWGIFAIFk8PS1+eRe2ZxKeQis+NspxhGMNTXsLmRxzEUEMgoKRzanA3uUzhUUq7Vp7BXDmOkcOixG1I+jiX2/NmYPoeR21mkrByxTX37p5YUDvU5jBG+TepzGCOOzfU5bI2hPoeNBFrbJYaJFu3KoZ6pqlK4lhqmJoWZprC58ml3TUsK3c3Rnt8F4Et9aiaFqlMrgqgOVZoUJu6PsLYTGvZNY5PSTjdbSw5rSuF0f/0cSj1/csnh5DChXyHj+bMmh6ltM33mWxyQYgui1ip5lRQOQfTJYWhaaNNptSaBKWnitc8/tS6INas5nnto1bRwf7ouiCnnQabkcCvE8LzXvFzmJ8z1/GU78yszW+mYiH1j39jycUZWUkOu8jG1nYUcbnpSyP38ZTtc8qN7fo5kKYfU95dh/2xqCbkPbjlMkcIcLOVQrtF+GOc75JzseisGn5z3h6+gtzZTQMZFy6NZbMrXveTz9LaYBqJc9bS7sy7rRUYDHcfKTBosgz/UjPHLG1c7Gjj/he9laozO5//9Q3gaYjpmbOcQeI795DB9Hr9ccCyfx8V1F53ApKXrNOZSlzrXoQvHoJSD2TR5jsIcaABf9Yp2+vJ9/AcXH/jGPmc4Sv9mePVTX2D/UwafsEDtq6GRXCrJCkNqeNXT7s6wIYws3tKEuroF87Fiux5ztNPYeXjtcx7Ck4ox72PyObSAeuxN6bipsqlm7HPIRMfQp46rhMu9qgm1vYPZ/FhxDSbh4vMvoPc7VFpDbW6QtVFsvBiypYWGFtakzHHuE+TQlsImblo59g+1nJgjVKFsk/XcT7z8weRNoXLtc04nhaRziKlMmouGgho61ntpQQ6vu+jE8meKHNryxSV2XJNgc9KCHNofB4oc2kJIkcNlWggALdzLbE7RdYzFh7AFYkhiplalMBVfSpiSHHqec/nPfxUu//mvSt60FRLk0JcUVpVDz1tISnyYjpmarUuh0hUFoec91JRDWwoNSeeQb58yfc4m+3zJYSy+gSaqa+9zVlMObSk0dJ1iSw9TnuM+zx2QQtmelG0yaaFNTTn0fSxT5NAngilyuCKFhg5tCeKpCYsgUtmrvQHVGBLCLqK/4TYlBBZjpWPVVegLNbCvJ/sRfcUKHTOlGfqdxfSla/Bc9EmhIeocKvTeos6jHmKOO9uKJpwM7Oub7j1NX1s5E12ngvsdDq1IEtq/j7t8PPQ6odvkk0JDp1XxPodDr2bkkNrvUGkNnbK2+yZwasLS5zCV+mpKIDk2DUkJS5eURz63NVPDJgjYbLbEJ3AXZSkf+2A6ZKVTwyEpNGQZicvxOCLNjVQOJWC7SyeHvrQwhTGh29Sy8pAUGlooK6cwlgyG9jv0poU2LaWGhsTkkKOcvNGjkpN2QGzpuO+baOxu63vZyHZYRikDvSOVUwaZZE8OI/dRb+LDdMxihTD7SOWEj3DukcohUmjTew5V+pyVGKkcmxa29jnLnRymCGFfchgjfUMpXaw85h6tHCKFNrmTw5TW+5LD2HJxX3o4KoUurcVlCcnhYnSyjEoOgmuOQo6JXhPb2bnksOYoX67Up6WRygWIlUKgJxmreMxyj1RuroScsN9aGJASQqzMDZWba8H12puSHKb0IfQ9J1oKgfbSwwp9DndHDFOl0C0pN3CTZ5NDh1anpIkl5yCC1PJxNjlMbDdXWTlFCrNT+Txyj32qFDYxI4BDLjlMLR+7g1FShcp9Xmo7OcvKsWmhoTU55JjKxkeSFBpa+6wVlsPtF0OOkcfmYkO9uWvnv7VZLBN01dPuTpLCLCMoqXPCmZs6dV7JxfN9o49jYZVDhvkyueWQKoXLc4jpmHHsI245pCaFLX7WuOWQ2qfQjFampmxmdDC1nRyjlVOl0MAth9SP2udfcAqff8Ep8lyFrHMdtiiHhQRx+8WQC64yNNOgllypIYXiAwlGqDX9yBCtzXP3SSY5vPYneJLCYgN6IuA6jyY83c14YTofueTwC0+6laUdLnzLhdfm1CHPZCJcctjY7gFATAttGrunlWJ7B58cOid96mfA3T2U5ZjsDyKjIaQOSLnqR++x+gumbSJ1ks90OnaJMyPkKN9RrsfuU1N3l9vOvQiDUVakkHKvcd5M6nnknsZc4QhlQIqyk0LGsCb5s5bpc0YZkOJKYerycG7Cl7qEnntr5JoZJXVAipsSciyfB9AGpOSyh7u8PC1hveKHzmDekgWc9zQuFznWf3OSwSc+XCnkJDXxc+9Olft5rEkhwLZNyTK1sd9R4ki9DvuODtdZlJocriWFqccw47Hn+g6Wmhwqt3y8xed5anLIlRT6yr4ck2DP22Zpho3aA1Jy7o7PvbCxeL3Fe9p+Pn3bTjH0UXGEY69wMX2wWywrR9PYRRfI29m/Zkm576yLlcPe8nHFOfxy79dYOVyTQkPNeQ4z76NYOeyTwrqjgON+H4Msn5eHbGmhoWZZufD9YrvE8FANp4Uxk+AOPTbmG2ihD1yoHF71o/fwp4WGGqlhgZN+cmr+vxBKLUcWKjEKw8ng2N9jHhcqh6N9Cpk+a6HHYmwZQs5lCkPlsFcKDYxyGHS+MgzGCSVUDseSwtDBH2OPi1k+r0QyGDMg5WA27R1swjE4xhAjhyVOo8+98CA4OcwuhQau+1rMZ3HocfuTLMnh9ohhaPmY64wOuciEfNBa/KZWUg5LfxPKMzNCMq0NRgHG5TB4oMnYe6vw3kvJ4agUGho8/lyMyWFrA02AMCksWVIOHX1cUg63+JQNo+R9LbQdZjncHjHkIuaADslhzAe1UEl5MCnMxKAcNniFqTFX3GDSFdNO4t9iiB59XKBkWkuu++QwWAoNJcrKlfYR12jlIfGJkaKh1DBG+LjkcNPKyjVOo7HUsFhaaMP1WWvwHggAPOPea5Iy0MQcDOX5XSydWh+pnCJ6WrHc4Ywc2iOVk4TQvAeGbVKdZ/RkxQ+ESQ3tkcq1Jw9Wev20SZE58xzt+V0MJjWkjFZeosHyWXPPo+RBPIvncXwfm+yvjlaOlkKDu48SMefxyuetsZtPalKotVoZiZuaknWdWhupnCJ6WvOMVDZyaI9WTpmn0OwPjtHKnVZro5VrnkZGDu3RylWE0KbDerRG6T9IvUaa1HBgtHIom50YUkcf5ygrU+42u1JWbuRG1XJZuZUzwS4rk+YqrDnYIjMmOUyWQkOOz0UDnzU7NWylfGwnh5T0L0dZmTp5dY6ycgOnUZvkuK9R22EoK2+2GHLBcUA7xSNRzGXlGuXjPlSHJq8wLckGV1lUOf+lwjKBNdPgB67jxVmCJkthDhr6rHGXlLnkh0Pstr2s3NBptEwOq6eFNlz3tYZ29OaXkqlwWr4Gj2ozlJV/8sF/CbwdAP4Zv/3m76JvD0C/k2o1L5lSJgkHbylw78S8kdkZ1Pe2+C91m8zoWYbziEsK7/ze2+LO+Ag+/Ib7M7VIQ+n5CimkidSttjjOo+k+MONYbIHpPDIryFD3Eddn7Z9/8ncAAPd99w/RGgKfFM4Wq1mlToBtw1FWnh1OcPzwGI4eo3/L4Corm1HPkwnt2xjX9vz+A14LvHH+8xPf9ixSW8p8ySBuk9IKYLivzTeG3gQHG50YqsILS/diH0y2uY5aKSZaMJXJFdOEs1RPnXBNhK57fqa000iK+W0P/+jy52+8+CMVt2ROjoEm9PNo/t9pi0swNpCuGikEgH996GsZtoaOnfK1NgH2qf028hpbwLsu/V5rt1NzbkobZd+PCNukMtzXqCiG5XvbOAMJGDnURyvdSX0XA1+n1KS245PDn3zwX6797lmPfysA0JPDxG3yCaXqVPQ3LN/LpiQaPiGcnkxMDn0PTxlIkPM8SsAWwlZwj793oAWh7ZT7w8QJd6onh77PiG/w1wh9nzWO+7qRQ470MAWfwPkGpKS2HZsczg7XD46RQ2p6mJrU+VeQmUQnh752Urbp9x+w/oXijx/72wDiksM+CVRaRSeHvrZS7mtccAihoZHIbUMZOv4VkkOfFNoYQSTDNBVPzDesUlOSGEEMYmibuKYsaCQ5NNRKDQen9KmUirlSaKiWHDa4j+y0sAWGUr0ayaFPCnMQk9QNTxQevr1c6aBPCm2MIFKJSQ6HHttKckhha8SweFk55MO/62XlgMeULitnKR/nfkxhxtLCFkrKuQg/j4b/ziaHFc6PsX0Quo/GpLCVsrLNrpeVQ2QuRA5DV6spSYj4sT2msBxypoUAoHRrK4OHo+/5O//B/4fcZeXYXcblrANX5LG00IWlrAz0b1Pkh74vfk9JCn0vnSKEvWXlmG0aetla59EAMSXkEoNRonstMO2jodN3TAptWMrKhr5tYtpHDD1ElsQkhSVKyrG3OY6yMtBfVk5JCjkGpQD9JdxYUesrK8e207c9Y0mhy1BJOSYNHCopx/ZHzF1W7hPCTz3zeQBhCNvWJIZNkzk5jJVCVtjmOfT016j8ncVbVo7dpr7HN/h9LLZfYe7kMOX45y6ZxkghUKCs3OA+ii0f71pyWKp83MdQv78cbZeir6QcK3ND/RB3ha0Uw6xl5dQbemNlZbb+hj4St7GV0cq9pLbrPq/2OeQhdbDJLpWVY6XQsAllZeoqMobUPoU55bB2Uaz264+RvoIMz33W9/qxaWEfqTLnPi+5nYwlZe7y8Urb21hKXnkQZ1mZY1cxlpW5kkLWsjKDuOqJZpE7rfj6FM6OcczMvPhvS+cReEYgc5aVucSes6ycKoU2rGVlJvSEZ39rxTPQhLOszHFr4yopA0A34zkhOUvKHAnfZNKxJYX/5Ztew9LOE9/2LJaETyvN0w7jeUByeKQAACAASURBVBQihFJKLgXXcWXy1Oc++K94GmKE69vRhOmbENtAEy7MJOgNwTUtDVdyWLv7gI/JwfhjQmhxnsPJjKcdrtHHrZWVuUrKnHANSOF6bzMm4eWEbaQyVxWrwfNoiPaOKCcaUPsTKOragdw3KyY5nEFhRlgiwTz/GY+/DM94/GXJ7Sh9+oZOvbEv2yF+kLhj9um+wnSfuE16dV+R6EA+j7jnKqTKIbcUqo7en2651B3TtlHl0D6HKPtr5TNL3Ecf/ineKWmocqg1b/mWKlCzwylmh9PlKiIcUOXQ7B/qfjLP7zpF2k+vfsDr8OoHvA6dnqDjivqpaOe/RMj3tEMFdaiKhAuNHIEMuJPhpsphroNAuBg/9yF5BptQ5NCGq79S6gcpZ9+LVDlce2+VE+hcE1i32OcwVXzW1j+uLIctpqncUmhIlcNcPaNSpWd2yLNGtI9UOXT3Ueo+49rXr37A63gacvijx/1W+pMznUfJ9zS3+pX5WrCdYtiz08jJITcJNyyfFKakhpSkMQSum9imRfA++vZFizd6DlLksLV9sSaFhkaSQ0PSyG3Pc1LkOZcUtgrfSOV61zQumcs9NIErNUySQ997q3h9WpNCQ9bBaNs4+GTkLeljgVfBkrsm4HMwlhROAzc4RAp/782PG31MyE0p9Bo41lZo592caaFLyIAUzn00SsA5VHKpu9ABKSWlMOR+0yuFKw8ibwqAsAEpXOdQUDuB9+OSUhgyIKXkbSxkQEpIUhi7TF0foYNRxvZR6FJ+Ifs6ZB+FJIUTprmVnnTZs8cfFHo4GD77wfezsX7yPX/e6cEnize/SsD+DkoOS/vyyPkfUj4O6XOYOyl0Cbn2BT0m4Nt6SSkE0svKLqXEqPT6xyHJYemkkGsOv1LXh9D9w5fQjz+mdFLY2oCUMULLxyX7G4bIHNdjOCmWHBa/DgXcz0IGT3q22+tFkWy0GK4RcXAH5XBjQ9Q5HPI3NiCF7UYUc8wGPkylpTCEqPfGNSClMYbksLXyMRCYFhoYtr/USOW4z1n/31osHxeXlQa7twzJYcz+4dqXQ/vIDDTZdQbvZzEzamQ4/7dHDFP62nCMWObEM9L0uQ/5y6TBJj45TBFGnxzG3tD7RlGmrWzhWSGlohT6RiunjhjNOVq5dFpo45PDmlLoG62sDiOlkJHp/rogppxDfc/hWkGmphT6UkPu0ccx+EbhmtHHMeQeqZyyf3yDU1L2tU8OU4Qwa2qYMoVYxmnHliOPY2HenoasKA2O2HRFDltIMRins/H9HIsthy2kPC0OSGmurGydQzWl0GDLYQvnEBsNvhd7/5KmtLHOoRaSQlsOW+saTx19nGNASgv7yJZDSkqYRQ4b2D/2vSxJCB04fAjYAjEEwHeAGzhRuKHOdWjgnsqGPN/h4gPVWgmZQ3pqT2WTi2+8+CNNSaERH3JSyDxSuUY3jd42ujak0KYF4TG0VlY2qSHX/IQtTUnTzPyGhtZm3mD8XGz0qGTzwz1/e3xpvNDWgkcsD7alyFflZ377OwAARxTT0gQMdHqCV7/5MbU3Y4nZNeTrhQbPKNPFIe84ls8DfbTyAx/+MQDAHnF5C3NB5hgh2OkJPvqGr6M1YnYvcf+ow3lDesJ0YWY9hxjaYuD9z/tNHFH0ufhmen7uTBXtw2raud+7n0rbIPPhIl6nu9l833CNMKa2Y5LHo8eYluth4HcvvBRHwXMfo16DbLm8+LJnUjeH5zNvkkKGZfM+9ayVxHA3RyUbnJ1Bgr5Kilr9L5EDnW+C1BjMB+rpj3975S2ZY/sy6Vqhnf82BOUeYaQQAA47nnOI+o3dPP/rL748vRHd8zMB1XFN7lb5+cy8/3m/CQA40LSbupE5KnY7//LQP0xvqOI8gmNQSsr2c0/tH+HYHDK/e+GlAIBTaOMaxA71M8u4bCunBzW2lyvhDopIHZTifqi1SroImbTQcKCnVQXR/TA+/fFvryqIvhCVZRqS1E7FzvMm+wqTxvocpsihb3mqlAuzrx2SHNokHDN1qJdp4fJ3teXQed5kf/6/WhgpNBzoWZIgulI4012SKHLJJdc1uptNl2khwDuIJAXfa9eUw9+98NKlFBpqyqHvGvSGxzF1kUj5zB+qdSlsqFuCiOHAQWUbsdzwN1QKraSHhmg57Dv2MR/0gcfWkkM7LbSJkcOhiy/Xt/ZoOcycqFWTw0aTQipDMhcjen2PjU4Nma7DthCuvQTDa8S2UVNIfbhCmIPmksMYhlLCRuRwg/duY4x9OAM/vG5aaFMjORz7AJaWw7Eul8FyOHYzbuxmHSqHfVJo4CorhzJ2/gTLIdPxcpPCtb+XlsORx5VODcekkFpWjmVMIIPlkOn6XIpQ2Rt7XOnUcEwKuVLDUHxJoU3V1LBhtmLwiSF6EErkW+8dmBJzURm4ww9JoUuJQSkx38pKDEqJecuDmx5z3IcObey8XgyDUoZOtTEptBkakBJz3Ic6g8e0MzggJXa39eyjMSlceckSA1Ii3leJwSgxSeHQgJSYNHBoMEpMO4ODURiuz0MpobeZAoNRYpLCEoNRYpLCEoNRYq4/LANRgP7Pe2xfwsiBKD39C3d78ElVYr9pJvZpccmdHMZG9bmTw1gPzr70WaXvU333iRgpBPqTw9jjnr2szDXAJEIKgQLJYWTzuZPDEuXjmMfHttObHKZcnxnIXd6NbT93chhbPs6dHFYrNW9szrbK7ophymoAGVdJiUkLDa2MWDZsRJ/D1MElDGzDgJRQUi7Ma3JY+SKbTQ4bu3mkSGHOknK2gSaJxKaFnPgEcBf7FPbhu86kXHvYSso+UkYeV+5ruFWlZCCwnMzwlpdlZeqHVOkkKXThLC1zfNviLC1zvDU9Af24m0NNbId7nsPYtNDFlJWpx32iOpZzZ1lWZjhesUmhD9ayMsOh5ywrcySFR9SULHOmpExtZ1lSZrgucwghZ0mZQwg5S8ocQshZUua49rDObcgxFU1ASXlgmhopJZdG7U94vpE2Nt8hVwTPlR6yrV/LcX3WPCVqzuSQKoXAPDnkOO6sZWWOVTsYpBBoYCobB66ycq3ycV8bHO38y0P/sKnrMle6x9XOPlNJmSsl3Mr5DTVY5yesQUN7kwfOSR7HUKcYlpr79r9u66RuEaalvVqCSw47hqn3Oygcsogh38Xw65/MNM9hQyim6gxHO+973q+jY1oz8ZAh9emg0TVUY++6tq7JTN9rtxaOZV9nUHjd436X3A7Hmseh5PKdvSyttgzzp8PIoT5KXFpJT8jL/dipYQtL6ZnUMLWsvJIWUpatM+szm+p/wjXfrgiZn6keNNlXyWXlCx/xr8ufjRxOEk5uWywP9QR7ieegkULz3wlDCe3rn3w5Pnpp2vJ5asb7QTepYUpZ2RY5pTW0Sjtx7HamJzVmZ6S1877n/fry5w4dJon5gC2Wh5hhLzH9sYWwg8aEeJP/l4f9AQDgfu+6JG17mKXQpH0pZWV3oR/iJRDAPDU8llhSrtmf0MWVwRkUpok3eA6xtIWQ6x6BTrEslRdLW1+LNpiU9PAZ3/7XK/8em3MpN7lem21QCtPAEa70kKP7EFdyyEVKcuhLCrnSw5TkkFsKV9qOLCv70j2u5HB6Mr4dWwoNKcmh7zkpyWFLKSHQVlLo2zMVx85lk8LScxvazKDWpDAlNSyZEpZg6wafGLyDUAq91ZD00JVCF2p6aBOSHpYS0tD0cLRvYcjnMOB4h7ztMQHkqqCGpod2WugjJDkcK0GHJodjAsiRHAIITg5zSqEhJjUck8CQ9HCsjdDk0CeFNqHJ4ZhIhiaHY1JITQ6B8NSwlBCGpIYhZzDH5S80NSyVEoYMRBlL9mISw7G2fvCyHx9tY0wI2XrXeFLDgDKyDD5xWdtpG+a/JdPD1vo4Bg04KXQ8Q7yGa/qYkPRwTAoBnn6HHH0OgbLJYQkpBMJTQ45kMKSNkORwTApD4eqXWCopNGXlIUqmhKWmmgnZu1wDUbjgSA5DSsK+lLB5nOlrco+laMsItgR1SrEMTOGipfkOn/74tw+WltlGIQfSUlkZGJbDECnkZEwOOQebhDAkh6WkcPl6I3LIVS4OZUgOQ6Ww1GCU0uXjITlsqXQMlM8vhuTwdy+8tOk+hbXaAOZJYUj5mOu+UJq2PhXMlByh7KNPDsfKyDYmOaSmejXWWR6Cpd+hRn9HnIgPZJ8cxn6olW6n32EH5U0O+37fR58cxkhhp1XVPoe56JPDGClUWvf2Q+QafRxDt/i/0N/30SeHMVKYe6RyLSnsSw1j3inTpa+X1oQwRuh8j01JCfv6Gsb2J+SWwxJes9Vi2AKtp4c1y8hVB6U4qK6tKW1cOUxNC20JTC0xu3KYKnm55LB0Wrjy2o4cpsochwS6qWHt8rErh6mSxyGHbmrYUlLIJXOtDzIJwS0npyZ8OUrFoSnhNtDOpyMnDcS5Rg5j0kIXLolrLTk0gkgqIzMdYyOHlG953GXl0iVkH1x9DrkwclhTCg1GDluYp9DIIZcUctHC6GMjhy1IoUkNufYKpR1TTt7G0jG1HZMaNiGEBZfJq/8JycynnvU8qMrrDhrUKYUbDs8mtcE1KOVAT7HftdP5+MnfR18WkOurN8cUkFxl5Xs/5GpyG7Hl4z4O9YSc+nGWlTmkkK38z7ItPOXjlGlsXDrr/ygcYsYihVxi+YGH/idyG1zdRzuG+xJX2vjSb3gLQys8nNRH2PoTUts5qY+0IYWYX6dKdY/bejEEgE8+56fojWhFHnv+Aw/9BwAgyyFATw/N86npIecIr4ufwCCHXDRUVr751Bm1NwHAXOpaGq18/pM/zrAl28dbf+ZXam/CkpnWONA8k+1T5fBWfYplOwC6HLY0S9wrHvjfWNrhCC1O35fqr71xUs+Dk//83a8mt8Xx5ZPFYwLZCTEEANUpnuSQKe3gkkOu9JAKlyBumxxylZVbkUOgjbLyydn8xkGRQ65jY9ppoY+qkcIbZkwLKhOYNWQ/XFLI8ZYa2i0sUsh1H2pp2jQjhS3AVdWIob6WF8bIoY5ZZsaVQfNv4tG64fBs3H7vOKkNgHc5vZil9PpGf8UuS3SiO7rybyOHb3jTo6LaYcHddLNbCdeslOWR7vXIT639zsjhbY+eTN+YBHzpHmX5PLfdmEmwjRDanP/kj+MTl35N1Gu7L5m6hNVaO13akoscuEmhkcPbT48V3xZXCk1qeETRvoTGLpnnE8IPPXzeb+yb/mZ8AmODT+a0BmJWN/S20SmoCkue+YTwusPb4k57N0e145O52PtRS0II5JNCpeOuLzWnumnriGTEjWFbSQ9vODy7idKygSs9DMWVwqpk/iBuW3q4qWXloeMQc4z6HlsjOWytfNwCLaWEg+030gcemMthKNuYEraSFLrXlpJl5PnrN/IhTiBpw+/1G69ab2joGxuT4pv+hWNwJIhj39ZCPowhyWGIAA6lhzFSmD09DD2bGK5jIaeULzF0KZEchkobNT0ExpNDX1roYyw9DJG/obcdI4+573uhQlgiNQwVQmpqaBhKDkOkcCwxDL01jqWGwe1kTg5jysZDyWHI/SMkMQy7D+Vf8SBUBn/sLU9neb3YawtBCmVJvFB8O7mVUctA/oEpod/QxibEDk0FN27poTEK9DsMkUIgf3IYk+RxpIdDrxcqhWOESt2mrljQR+4+hzEpIddglD5Ck0JTUqYy9NY3N3fxE3r/GLsHhd+H8vZ2ayUhBNilkMTOiWEfbKVlpvIylU0tLfexK4NSQqXQ0EpZGWhjUArQX1ZOWcmmZVopH7dSOgbiy8d9ciiDTNbZxtJxK7R2rdm5UrLBV1JeNmxH+hTRWxzt0DKyD+7SMuWDacrLFNGzS8up/QvZy8qUM4mxtBwrhTbcZWVKvz/usnJqWmiXlFMvvPZuoFy8ue+HqVLIXVKmSCFHSdkuJ1P6FJqycurbscvJlFsqdzk5VQjtUjLlnmHuPbT7Dm85mSKEHOXk0GsKQ1oopeRYhnZ6S1PbbFt6aKAMOmFNDxv4XsTxbXHbkkMjppQSMsc8h8upaIjHiHNACiUp5Cwpt5AUmrkNOQaaUN4O167gHIhCSQljBqGMISnhOmNT0NQqIRvaOWINsm1yyPEBpZaFt26+Q6YbfkulBI5RwhxyyNGv8Pwnf5wudQ0dG47yMYccckhh7r6GMXCVjhtwZQDtzE8oUrhOS9eTPna2lGwYKinbr5J6fn+/VUaOma+tD0ppeWa9iWlihGG3cWSSFvFzL8VHKi1znv6Ea+A9Hjlf+o5yjthCd+6xW8ltcEApKxsx5PjcfPL1cfMcrmBenuN7IuEc+XNLClOze6NidyKUlLmTwtSS8gkrJZwyHJwHvDN8XsM17F1C3BRKOZlrFRPDHaa3JD3P/vIfO6+tD0o5+Xg3P9dT73nA6n3vx//H09IaCbyOMKaFUkpOJfQgcJSCOG66XPMebhObnh4aKQT4xaw2qcmhnRZW3Se65+dEaq6OYudz1yWmhi2Uj3PxT49IHKXcyC7hlsJN53h3bCmFFGYcqWfgOVK7hGzYeTGMgUsOW7j5c5zsB90eDrq4ch93WkgixwW90hcI9zk37Z9J35BKcE1NY3OvpzCtq1xJAv48wwjkVDlsgRNOn8JZrQOT4WVbmvD6+tk5UY/n6iqUg9h73kxPikphS+x8KdngLSkPzU8VeL58/8iI5FLl5aETPCZi72sntKxcQgyDSsslTvuAc8ROC71NBJwfYyIZUlYu8WUlpKw8JoXFyspDL8O0q0KuIWNCGFKEHevJF1JWLpEUhpSUXSF0KVZSLnB+hJSUS6SEoeXkPiHkKCUDYeXksYQw5F43JoPBpeTIcyRDWiilZCqxB0V1dctCnIR+Mxp6TEp6uPVsyfnBRSvzHJLZ2O/SaWxz+TiJsd2xY7trLCVsNUHMhkb0OdBKCdkgiaHDSnLIsPTVWGJoQ01DhpLDmEi871tVTBt9CWLJUnJvclj6lO/ZbWNp4UoTPedGTNLXlxyW7trQlxzGlJCzJocxTRN3Xd9HKqZ03JezxYz57UsNS0thX2o4lhTaZE0NC54bQH9qWLI/YV9iGCN8uQeghPYl5Li39SaGiedGRimUxJCL1IPUwuAUroEpXP0Pa7Ppg1JWmmigX2pOYvsVZtsfhb80cFw3fAIYOxHMJvc3LEYjGUoLg0xaSQE5BpjU7EfYWlJoEDFkpAU5BNbnPeQ48TnaqDHwpFU5jEkLe5uMPFd8A1JqCGezJeVKN/5cckhus0I1yTe3YUxaCPAMRFkboZzSZIbdV0MKYweg+OAQSXfd5E0bcbxJ1I91GsRY/L1+fWSOQw/2RT71nLNv1qklMyOHqfMecsx5aFLD1PkOuTByyL6UXixmNzKcF6kYOTz32K1VU8hDPVmWlFNHIXdakUrKZqTyJ1//NekXd6Y5DlU3v15wjD5OlcTrZvvLknLNfoUHeoYjahothDYzaJaScis3/RZSQqCNpHCTE0JDq0mhodGv7o3AcLGvTQul5VYGplz8hHc0caHnSAuptDCdDefSeRTYprIhQpXCGXiSwxYGm1CkkI36uwG6U01IYSvT0GyDFDawG0cRMRyAw+qp6wtzzHt44+FZpOdzQd0XHPNKPfEJ7yQ9nwOWixMRrRW+RJRDjnPzlkN6OYi6DSzJKYNEHDQgItcS+xp2i/+jcEIf4EA38K26AX7pW/476fkcQteCEALAcX209iagY1Cm1tNCQEYlB5FSUjZ898Pev/z5iKJ/n08pnbk3vq/YO0Hejlj2nf4hKfvCFaqUErfdxh+/6RHRz3d3f4pT3O1R1yx/pizTREFbG367hOXz3HMq5bw8OTvd53Svkc/G1a+/D20jEs6HN79oNSk8Uuk+bJ+Jd5zE34RdIZwk3ERP6IPlz0cU7SacWkq2+yh+818/k7QNAJLOCVsIk66VzoumjAp220hdHo+yDa4MHsnSm3YcWwif9ZZLktv55HOLSqGMSs4J18E80FOWBJFKCwkidT+k4IqlpIdzqMkhQD8vDxnOh9htyNLHckOTQ+rXE2pKCKxKIQcpg1CqraBi4aaEVa6VGVLC2DZbSQg5UkKguBSSkMQwgpTk0E4MXUoliEM3wFLpoZsY2oTshzGBos5oH5Ieju3qEM+w00KXUumhHtjQkPRw6HwKTe3stNCmZHLY9z7IqSEQ/F3dTQsNJVPDvrMuNDUcksKQ1HBICKmpIRCWHA4JYanUcKhsHHSNHHmRkMRuqA1qYhi6DUNCWCoxHJLBlMSwkhRKYlgC7oPL8U1wG/of1vhGvKsMSSEHIedjnxQC5ZLDocec95QrydsQQp8UAuVSw6GvIl/sxgeAcCSFQ0hfw3K00JewlZSQk01KCg0ihpGIHOaBY2AK5e9PfMI7yaXlsaBqKC0ENqOsTJWuEDjkcIiQ7SPL4ci5MCSFhtxyWKJ8PPYY7vJxCmPl4w888neyvv4vfct/Hx1kMnZ93IYBJiKF7VD/TrSBxBzst7zrgaOPMX0PKXJEHSF64+FZ1QWRug9yjloOHdegdPhjfXC8hz5C08KcfQ6H0kIbqhxy9B/MJYchUpibUCnsSw1L9imkpoZ94jeDLtensOdlao86bmEamuP6aFUpNP0IQ6Qwpoy8qVIIiBgmk+ugiyDmTw/HKJEejlE7PdyGASm+19+0pQVzpIbbONAkltqDTEJSwjE2PSVsRQhzsMlSCIgYktj0g98yteUQoI9a3jY5TJGqFuUwBu7UsHZaWEMK3eeIFNKEENh8KdxmtsELZFQyAyGjlYdGJ49BHb08UZp0g+QYuTw0KjmESeXD/aY/fgTp+VqN9zEcgmPEMmXgye2IS+hNlA4uI/vgGK1MgWOk8pt/liaF1JHKlDPojpOjpKRwgglJCDnmNKQIIcfI5F96EE0IJ5WX0uKYx5CSEHKMSKYkhCFl5MakUEYl1yT3yVB77sPapeVt4C6P/Azp+dT0kDoamVpapkihUJ+QEcpDUFNCaj9D6vPf/4jfJj1fqD+4JFfZ2NCYFJIQMWRiE+SQIojXH5yN6w/S112mDqog970klk6e8MR3kp6/DXz51BnVXpteUqZd6r76yZ8gPf9NxLSQSs2s6aSum/a2wEsf9Oek588It+pOT8jnP4Xj3THyGsdURArjkFJyBvpKy5RysktseZm6hJn7/DscOR71/BPd6rfF2NKoLZUppXVbDKll6ZSy8lc96nRimLJ0m03svuOeu/A2R09GPf5UR+tGYJNSUnZvirElOff511x6fvBzXSGk3p5SysmcUnj7Sdyx5JbC2JJy59zfJip8B7rPfeA7nxX12sCqEE4TjoQthEfUYfTz7XOXWoqOLSW7MkjtDhNbSuaUwb4ycuNCKKXkXSM2PXNlhFpepqSHAK00ypEeUhJEanpI3fe1B6VsUnJITUq4kxaqpMWOUt7lpNAVu9JQUsIZJhufEnJSUwp3EUkMM+Imh5yJoUtIitYnJNQlxELSQzcxtKEuZxf03ntEsER6aKeFa69fID3MtdpJSHLImRa6jKWHQzfG0PSkr42Q1LCvfMxxyxpLDnMKYUhqmEsKQxLDISEMSQyHnh+SGvYJYWhi2CeEIYkhxznfR0hi2CeEJdLCnDLoJoaNJ4UGSQxbxD15Qia7TiUkQeuTEI7+hxSoCZikh3WomRxSCUlThh4z1udwqE/hti/yVjMppKaE1OfXTglrkqsfoUhheUQMt4iao5fHBqecNRke1VhTDqnUlsOaDMlhzrQQyLt0Xu6bbE45zC2eN3T9yVXt8vEYQ+JXUwqp5D5fh9LC2oNLpGzMj5SSC2JKyzlLyja+EmuohAyliyH4ystD5WQXt/QQI47e9x2RClLKy77S8lApeeV1M5SVc5WRXXxl5dxiaPCVlENvlL7yWsxN1ldSjhmBTLml+crJpdJIXzm5lBT6yskxUucrJ4c+31dKDhVCXyk5JiH0lZJjzlVKKdknhqEymKOMXEoGTVq4oSmhlJI3iZwlZRvKII1NLi9vanpI3ee7WlZ2k8OYm2Xt8hsFdyDKrg40oSR9ndak529zSjhErYQw5zJ2LjHrIm8bm3tV3EBqfeugrr2cilteHisnu9iiE/utc1f7He6qHFKg3GDdvoa15yuswSZLIYVN6k/IlRbWLBvXKhlvaFpIQkrJlbjXr7+qWEnZ5oiaVevTdocjx6PKyTZT1ZGkh1LOoJaWQ0vJa69LKC1PVVesjOxym6Mni5WRXfbULFn0JqpLfu41l56fLIXUcnKtpPD2k71qUnhETZLFbqJU8nMf+M5nJQvhFB1JBlPmQTRQxZAig5Rr7xHMqgjhs95yyTYIYfINQMSwIs/54EXVXptykaFw5pS2NFYq1H4uFDl813Xp6+xS5LDm+tLH9uIn4+Wg0wp7FdaUfdU9/5T0/NRbXwf6GsqpnBUxWTQ3U+JKRqlcduKrq7wuUE8Mz1Dp12zKdXda8fr1uPM/Uu21GZE+hpvIb1z4xuTnUvuj1eqHd9NBnXWXZ3qCg67ekno1OCQkrJT3uz/bw837aWVl6nkthDPT8/+lcLyb4LpZ+nGiqPu2T/fjMtOqmhSeqFQ2plSHZlCYEa5fWyKFJCQxbITY9JBzibuUJeZS2e+OrPz73CMnir024LzvSfr7TknjSiaH9vtMSdAoSwjuz06XkW97LG75PHu7U9JS6vtOpXRiaL+zlMTQFsJp5POPd6e39k7TyPPS+jnl1r/yvgt+WSudFM6s8/go4fqcIoWuDN4+cik8G8rSp7Hv25XB2MRxC4VQEsNNh5IeArQBCyXTw2OT1bJErQQRADlBLJkiUo5vbHJITQttUpNDYLPnd2yZ1JQQWJVCAEVTw11JCmcVz/tWpDAWSkIIbKUUkpDEsFFCEkTKEnd9zy2VHrrJoaFEgtj73gkJIhCWrJVIDfveX0iCNiSFIe/PFUNDaHKYXavGuQAAF7ZJREFU45wG8qeHJRLDoXcQkhr2CWFoYuhKoSEkNRzadsp7L5EalkgL+2SQkhYCYYlhX7mYIoVAuBj2CWHIe+8TwpC0cAdkUBJD4TTU9LDmPIC1E8Tc/RAfdqcr09uvnKBRkkRKcgjUf++bDiUlBPqlMIRNTvpyS+FMq6YSQi5CpHCmJ1VTQqGfOnNKCKOY0nLqyOVOK9KI1gM9Ldr30MbIYen+h4aDbpqcHnZQWUcDjx3XIYE61JMqI3YNN++fMZgcjskf5Zyu/d7H6DD8LZ2y5WNSONPDqSFFCjkYeu8H0EX7GnKSWwiH0sJag0oM1PlWZXBJXqSUvCH4BLHU8na5BLGvnOySQxBjEqgcg1QoJWXAf0xj3lOfJIWmgr731VdG9uETxFLncw5BpJaSAb8Yhm5pXyk5NCn0iWGMEPrKyaHb3vcqMUcphxzmSAtjZDDHoJNQIcxVRg4Vwr73HiqEvlLyDgqhlJK3ndpT22xbeTkmeeIYpOIKF6WknIuSg2m4B6XEnN+UaXxKEiNG7vJ4AO8gk5y0mONushT2UTMl5CgbS0pYjs24QgoA6o5cBuquQXzTwVnsghgrhxRBBHjFi3osqXLELZGx76f2+88NVZZipZDaB9GFuv0tymIqsf0IuaXwRHesuhSSni8jjosjpeQN5TkfvIh0czRSRGmDo8QcWk72wVFiJr1/hlHM1JIyMD+WlPexpzqS6E2go8rILrc9dpJ8LlPfPxWuUjJlS44omuBNFS0pvNNUk7af/P6ZvqxwpIWU/oMcI5EpIshRRqbIoHn/FCGcQosQSil59/iNC99IGlzCscJEzQQRqDuCGaCVmIF56va/3Okq8nZQjyM1/aNIIVB/xHIr6WHplNCFWj6mzGkI0N//AUNWUFsKOdiGgSUihXWRxHALePYHLk5+bqcnpCWTAFpyeGt3FABtXd8OCrc/cjz9+UwXckqC+J7r7p38XOoI9E4r7E3Sz4GDGc8XhHOO7ic/l7oPAFpySE0MZ1CktWFnUDhCeP5JJjm+Q+RKKDYzrTElrr9MSQ0pUsglg5S08Hh3jLwmPEBLDDtMMCEofocJjqj0dda/+/x/Tn7uFpJ8UooYbhEpgtg5N4QakmjkEEgXRDv1SpFEznnyUgUxRQ6pS8i5baQIIpcYAulyyLEfDCmCmCqGdjKSIob281PFkEsKgTQxnFn3IKoYAmlymCqFnOlgihQet9LBWlLYWYXHFCnsnMJlihiKEHqRUrIA/NY3vyH6Oa4IuqIYS0p5+czJqdOvz7DU3A0HZ5OeT8UMVKGWmmNJkdvWJo6+5RS9DMZRWs5dXqaWy0wbVDilkIPZBgQVZjBJ7ZLxceaSMVUKUxApbBNJDLeY0ASxTwap6SEQniDaqeHadgQc6jGZDEkRc0tSaJIYkhyObSt5CbnA5JAzLXQJTQ+H3gc1PQTCEsTQxHBI5kITw6E2QlPDnEIYmhoOSWCp5DA0KcwtgSFp4ZgIUhPDUDEcksHQxLCvjVAxFBkMQhJDYZ2UBNGm05MqCeLadgSc32PyGJIickjEEKEpIseAlBLklEKgjfQQ4BucwpHwbUJKeD1xEEopQqSwRDLYghSGwpEQUtsQKcyPiOGWQ5VDgKe8PCaIdjnZuw0BJeYQORwTxNxyCNBHM4cQsrzcEIfdBIeVl0ID5nJIFcQW5LAFKTypJ02Ujmdaj5aMWygplygVj0nh8e5YESkcSwtDhG4sLaQKISBSWAopJe8YvvJyrPjlKjEPlZO929FzCsT0UfSVmGv0u/OVmftKyrHbR14+z1NWzp0W+ugrLXPsjxh8peW+UnKMzPlKybEy2FdKriGEvpJyjPDlLCf70sIafQZ9YhjTd5ArKfSJYazI+cQwtg1fKVlkMBkZlSzEYQtiaiKYYwRzrBwC64KYMnjFFcRagzJcQXTlMGW7XBFKacOVwxpiCKzLIcf+SMGVQ58YxkodhxgC63JYKyV0xTAlBcwhh64U1hpE4kphymCSXGkhVQpT00FbDEUIyUgfQyGOTSkxB20HQ5mu9khmw1A/xFRZZSmlNlBWBvj6HeYcucw14ngT+hOGUrM03DfxdQsjiw3cI4xT4egDKCXjzUcSQwHP/sDFZMkDeErMh5VXU7G5/ZHjzUzn8g/X37OZbdGNbMc5R/dZ9glHgvir93ozuQ0ujkA3I4TnEiZOt+GY+Potx+/Bsi1UjqoZiwhylZHPndKWFp2gY5HBI+pQhJAXKSULdJ75j08ht8Ehh7fOjpLXIeZiphXuQFhVBQBmi4vmlLjo13u/eC/S87k4mE1JK6UAPCuVGCmkrJhioG5LK2J4cvHF6gjxXOugSKsRmTZuz/Q5porh24+fR3q+ER/Kqh7AfLk6jjXmOaRwpie4wx5tXWQuvu/eH6y9CduIlJIFOr/z715PboNjihugzMjdUK4nlpmNEM624OPG2beQKwFtZVqb2pxkSts5umYYbmjoc5wKpxS2AnU9Y05ECttDEkOhF44EEUhLEW+drQ9CqZkiun2RUlJEnximpIg1k0OfGMamhz4JS0nsfO3USg9rJoY+IUxJDH1CGJsa+tqomRqmJIW+smiKFLoiyJEUAmlpoU8Ea6aFIoNFkFKykI9aguiTQ6COIPZ1Uo8VxL7UMFYQa8lhLjEE4oWsrx0OOQTitqeWGPalhLFi2JcStiSGQJwcxkphXz+5WCnsSwZriGFfMlhLCkUIiyJiKJShpCT2iaFNSUkMGcEYIoohJeUQUSwph6El5DFJDCnZhgrZWFtcggiMb1NpMRwrG4eKIceqQqGlZw5BDBXDECmkTthsCCkRl5TCkDJxSTEUGayGiKFQlhKCGCKGhlKCGDq9xZgghvY3bEUQS4qhYUjGYtopUV4uJYYx/QiH5DCmH2FLYggMyyGHEBrGxDC0z2ApKYzpN1hCDEUIqyODT4SycAxUAYYHq5w5HV4mzyZ0HWIq08A06/qDswcHrYSWjmeYLP9Xi5gBJ63Md2jTytyHVLgGl3ASI5hcA1FS5kQ08/NxSOGJ7lhxKRxipicihQIrkhgKbORKEWOSQ5tcKSJ1Ulw7TaQInyuXuZLD1JHIbnpIESuO1VsMOfog5koMKTLoJoaU0cYcqwsB+fobukkhZV49WwqpI4lzpYWpo4pzSaGIYJNIYijUp0SKGINJEbmTxNDUsA87TaTMbVgiSaRMT3PYTdgSRFsEqckdR4LIsR1jUBPCA+vc4JqCpoMitZV7+hrqyh1GCmNSwT64pdAkgy1NNQOIFG4jkhgKWeBKD4F5gpiaGrpwpohcy2nd4chxFsGbomNPDTnmLdybdGwSNVGarS3OwSm/dv6fsLUF8JWNj6Bjk8IJNEtb3Knh24+fx7LyxgQd21yDnFLIJYLcaaEIYfPI4BOhXTgk8dbZkeXPHEuYGaiimGut1XOP3Ep6/vu+SFvp4ZQlhNR3aB8tatpqSyHneUCVRA4xPNHtLX/mWhUGAI4QV8mw12yeMl52qYL4FyfOJz3/ZHdk/EEJUKXQ/pJIXS3Jbusr924mtQWIDG4YIobCZkCRRFsOgXYEMZccAjRBpMjhKScppLxD9yhR5NBNC1uRQ6oY2lII0N6Xu48oYjhzjnwrYkiRwlxCCNCk0K0aULuZ2FCkUGRwY5E+hsJmwNUPEeDt40Xpi0hNwYa46eBM3HRwZtJzH3THq9m2g/MdzrRik2nO0cK3nDrG1v8wlBPd3poUpsK5L2ZQa1LYCqlSeLI70qQUcvcV5mxLpHA3kcRQqE5Miuimhj5qJYk5k0MfMWliTHropoUuMe8y5EjEiPWY+HAeeyA8RYxJDENEMOZ9jO2TmMQwRAZrpYYxQphTAH3ESOGYuMUkhSESGJMWighuFVJKFjafUEEMkUOgvCCWFkNDqCCGyOGYFBpC32noEQiRw9A0rIYchophaDrItfqLIUQOQxNCTjEEwuQwVApLC6EhRAw5J7UPbStUCkUItxIRQ2H76BPFUDF04RaGPlmsJYg2Q7LYJ4ihUujS925T9vaQIKaUSUtJ4pAYppSKuVZ9MQyJYUrJuJQcDglhLQm06RPC1HJunxSmttcnhiKCO4GIobC9+AQxVQ6B/ILYghja+CTRlcNUKTT43jFlL7uCSO07l1sQfWJI6Tvo217qPnDlkNKHkFsMgXU59ElhCzJo44oh54T11PZ8UihCuFOIGArbjy2IFDG0yVVubk0ODbYk2nJIFUNg9SrEsVdtOeQYVMEth8BpQbTFkGswyYT5/dtiyDGwJGdqaEthazJosKWQax5SrraAVTEUIdxJRAyF3eOS913C3ia3PLjL+1Hp9IS9zY/ccBfW9nKQQ7M5j/VvfO0fsbWVixxizC2H7z5xH9b2ZpiQ5wJ0ybEfuXnGff+m9iYI9RExFHYbbknkuvjbSc8e44oPZslALklsWQ7tfcg9NRDXcW5ZDO10kDrZtQ8uOeSSQpO4cQqhneJxrWrCjcig4CBiKAhAmymiWwbkEETfWtJUSWxVDt39l2PeSOoxblUM3ZJxq2JIlUJf+ZVz1RBDi1IoQij0IGIoCD5aEsWxfmKpwuiTRJsUYWxFEsf2WSuS2JIYjvUfbEUOU2SQcw7AmHZbEkIRQSGQZDHk6SUtCI3yBw/6g+XPXJKYul7vROlB0Tm0Vl5puexcipABF2aQD6cgmtfdhL5kNqEDSg70hF0OZ1BZRiqfbp9/ka7QNluQQpFBoSSSGAo7TY1EMXWE6ZgsjiWHfYwJY630MHU/1UgRayWGqaOLc6SGwHhyOJYScs//R2m3lhCKBApMSClZECjkEESgXyio04/0SWKqHNr4RLGGHFL3Ua41rH3HtLQYUqebySWGQL8c+qSQc5oX7rZLi6EIocCMiKEgcFFKEjnmpjO4osghiMC6JJYSRK59k0sOgdXjWVIMOeYgBMrJoSuEXGVhVwg5y82lpFBkUMiIiKEg5CSXLHZQmGQ8lXP1k7v8xjtnaZdTln3kEsXfuu8bs7QL8IlgH7kE8d0nviZLu7nJJYUigUJhRAwFoRQ5JLFbfIZzSKJpey+DAHALYm4xNHALYg4xzC2EBm4xzCGEJQZQ5RBCkUGhIiKGglADTknsPJ9jLlH0tc0lipxyWEoMDVyCyCmGpYTQwCmGXFKYY57OITilUGRQaAQRQ0FoiVRh9Amcj1RhDG0/VRpTJbG0EA6RIoupYlhaAodIFcRUGQztB5t7mqVUKRQBFBpHxFAQWiVWEkPlzSZWFGNfI1YUYwWxJTE0xAhirBi2JISGWDGMFcLYAVEl5t2MlUKRQWGDEDEUhE0hRBRT5NBmTBSp7YeIYqgctiiFNiGCGCqGLQqhTagchkghdWR8C0mhiKCwwYgYCsKm4xNGqsD5cKUxx2sA6/LoimLrQjiEK4s+MWxdAodwBdEVQa7pkFxqpYQigMIWImIoCNvGJe+7JJu02RhRzP1ae6pbkcNNFkObqdJLMdxkGbSxxfDdJ74mmwgaSi7XeETNRASFXUDEUBB2jR9+34/U3gQWPnbjV2ZpV3vEU+Wax/CCsvMY5lqX+O8Kzj2YUwZ/4oJ3ZGtbEDYEEUNB2HU2XRS5BdEnhjacksgthmPJI7cYlhRCgF8KRQQFYQ0RQ0EQVtlUUeQQxDEpdKFKIocYxpahOeRwU4VQRFAQRhExFAQhjU0QyBhZjJXCIUKFMUYMOfshxshhaQk0xMigCJ8gsCFiKAgCH63K4pAgcgqhjyFJHBPD3INShgSxlhACw1IoEigIWRExFAQhPy0Joy2JuaWwDyOLthjWGplsy2FNGTQYKRQBFIQqiBgKgtAeNUTyX27gW7s5lN+4X75RyUP8w4n7FH/N597vr4q/piAI0YgYCoKweZQQxxKiWEoMS4igiJ8gbAUihoIgbC/cAsktiznEkFsCRfgEYacQMRQEQRAEQRAAEMRwj3MrCrMda08JgiAIgiA0Qt4FMAVBEARBEISNQcRQEARBEARBACBiKAiCIAiCICwQMRQEQRAEQRAAiBgKgiAIgiAIC0QMBUEQBEEQBAAihoIgCIIgCMICEUNBEARBEAQBgIihIAiCIAiCsEDEUBAEQRAEQQAgYigIgiAIgiAsEDEUBEEQBEEQAIgYCoIgCIIgCAtEDAVBEARBEAQAIoaCIAiCIAjCAhFDQRAEQRAEAYCIoSAIgiAIgrBAxFAQBEEQBEEAAOzV3gBBqMkd1V30KezP/6EUlPmDWv6/0yjr396/O79Tzh8H/z3W7hzd9zzf6609d71p/3OxfK966DG+9iNeI/bxy+dEPN7+ve75ffBrx75u79/06L70/16v/d77lOWhX3vHK6fw4mxynrP6Wsp5AdOmWnmOtv5u/Vfpld+tPN96T0N/X2/79OPVWvvW3+zt9LTpPm6ofe/f1rbb8zgFWFcU5zG+v53+zT9+eP8vtNaPgSBUQMRQ2GlOYR/fOnk01EQBarL8LyZqeSdRk8n85+V/FZR5DDD/nf335b/tv1ttev6ulZrn99bftbmTWb9feRww/7datDExbZ3+OxSWzzGPtf8+/xnARC1/9v3d/G75eGDxeut/WwqUcp9vba/92p7H9f4dp//ufV5g20Ovtf6+ASjd/3z773D/rq3HmL/ptb8r8zPsx5q/Wf9d/N08Xim9ODVOy6ZSenFKnP77xEiU8zulNCbQy9Nl+Tvrv/O/6+XfV/6H0z+v/H35++7036zfTZePOf33qfXv+d8XP6Nbtj1VHSZY/Fd1y+fYz59azzOPB7D4ef7a88d0y7bN603N8xevMYXZ9m7572Xb0CvbPv/3YjsATBUwXRyU+b8VJlCYYvFfZf42Wfx7/hMATO/y8TtCECohpWRBEARBEAQBgIihIAiCIAiCsEDEUBAEQRAEQQAgYigIgiAIgiAsEDEUBEEQBEEQAIgYCoIgCIIgCAtEDAVBEARBEAQAIoaCIAiCIAjCAhFDQRAEQRAEAYCIoSAIgiAIgrBAab2+nqYg7ApKqY8AOFl7OwRBECzO0Frfv/ZGCLuJrJUs7DontdYPrL0RgiAIBqXU+2tvg7C7SClZEARBEARBACBiKAiCIAiCICwQMRR2nf9cewMEQRAc5LokVEMGnwiCIAiCIAgAJDEUBEEQBEEQFogYCoIgCIIgCABEDIUdRSn1GKXUvyqlrlRKvbD29giCsF0opf6rUuoLi7lSze9+RSn1MaXUh5VSf6aUOnfx+0crpf5RKfXPi/8+ynrORYvff1gp9Xal1B0Xv/+PSqkPLf53hVLqpvLvUthGpI+hsHMopaYArgDwaACfAfD/AbhIa3151Q0TBGFrUEo9DMAtAF5rJqtWSn0HgHdorQ+VUq8AAK31C5RSFwK4Vmv9WaXU/QH8hdb6bkqpPQCfBfB1WusvKqVeCeCE1voXnNf6CQAXaq1/pNw7FLYVSQyFXeRBAK7UWn9Ca30KwB8B+J7K2yQIwhahtX4XgBuc3/1PrfXh4p9/D+Dui99/UGv92cXvPwrgDKXUMQBq8b+zlVIKwG0xF0WXiwC8kf9dCLuIiKGwi9wNwDXWvz+z+J0gCEIpfgTA2zy//34AH9Ra7+v/v507Zo0iCMM4/n+IMa2CNuFEAoqgjbZWaRQLSR0R1E6F9HJIEEs/hHZiCIIgWIhgIQQFO0WsUgjxK9jE8FrcFMuRzrsc3P5/3Qwzs2+1PMzsbNU+8BD4Tts5BJ53Byc5C6wAH6dbrvrCYKg+yiF9flMh6UgkeQz8BV6O9V8CngH3W3uRUTC8AiwD34Dh2HLrwOuqOphy2eoJg6H6aA8402kPOPx4RpImKsld4CZwuzof+ScZAG+AO1W127ovA1TVbhu7DVwdW3Idj5E1QQZD9dFX4HySlSTHGb1Y3864JklzLskN4BGwVlV/Ov0ngHfAsKp2OlN+AxeTnG7ta8DPzrwLwEng87RrV38cm3UB0lFrNwI3gPfAAvCiqn7MuCxJcyTJK2AVOJVkD3jC6Bh4CfgwukvCl6p6AGwA54DNJJttievtlvJT4FOSfeAXcK/zmFvAVnfnUfpf/q5GkiRJgEfJkiRJagyGkiRJAgyGkiRJagyGkiRJAgyGkiRJagyGkiRJAgyGkiRJav4BFeKQ1PF8L1QAAAAASUVORK5CYII=\n",
"text/plain": [
"<Figure size 612x388.8 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"m = np.arange(NPIX)\n",
"hp.mollview(m, nest=True, title=\"Mollview image NESTED\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"All `healpy` routines assume RING ordering, in fact as soon as you read a map with `read_map`, even if it was stored as NESTED, it is transformed to RING.\n",
"However, you can work in NESTED ordering passing the `nest=True` argument to most `healpy` routines."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Reading and writing maps to file\n",
"\n",
"For the following section, it is required to download larger maps by executing from the terminal the bash script ``healpy_get_wmap_maps.sh`` which should be available in your path.\n",
"\n",
"This will download the higher resolution WMAP data into the current directory."
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"--2019-03-22 00:56:39-- http://lambda.gsfc.nasa.gov/data/map/dr4/skymaps/7yr/raw/wmap_band_iqumap_r9_7yr_W_v4.fits\n",
"Resolving lambda.gsfc.nasa.gov (lambda.gsfc.nasa.gov)... 129.164.179.68, 2001:4d0:2310:150::68\n",
"Connecting to lambda.gsfc.nasa.gov (lambda.gsfc.nasa.gov)|129.164.179.68|:80... connected.\n",
"HTTP request sent, awaiting response... 301 Moved Permanently\n",
"Location: https://lambda.gsfc.nasa.gov/data/map/dr4/skymaps/7yr/raw/wmap_band_iqumap_r9_7yr_W_v4.fits [following]\n",
"--2019-03-22 00:56:39-- https://lambda.gsfc.nasa.gov/data/map/dr4/skymaps/7yr/raw/wmap_band_iqumap_r9_7yr_W_v4.fits\n",
"Connecting to lambda.gsfc.nasa.gov (lambda.gsfc.nasa.gov)|129.164.179.68|:443... connected.\n",
"HTTP request sent, awaiting response... 200 OK\n",
"Length: 100676160 (96M)\n",
"Saving to: ‘wmap_band_iqumap_r9_7yr_W_v4.fits’\n",
"\n",
"wmap_band_iqumap_r9 100%[===================>] 96.01M 2.27MB/s in 43s \n",
"\n",
"2019-03-22 00:57:22 (2.24 MB/s) - ‘wmap_band_iqumap_r9_7yr_W_v4.fits’ saved [100676160/100676160]\n",
"\n",
"URL transformed to HTTPS due to an HSTS policy\n",
"--2019-03-22 00:57:22-- https://lambda.gsfc.nasa.gov/data/map/dr4/skymaps/7yr/raw/wmap_band_iqumap_r9_7yr_V_v4.fits\n",
"Resolving lambda.gsfc.nasa.gov (lambda.gsfc.nasa.gov)... 129.164.179.68, 2001:4d0:2310:150::68\n",
"Connecting to lambda.gsfc.nasa.gov (lambda.gsfc.nasa.gov)|129.164.179.68|:443... connected.\n",
"HTTP request sent, awaiting response... 200 OK\n",
"Length: 100676160 (96M)\n",
"Saving to: ‘wmap_band_iqumap_r9_7yr_V_v4.fits’\n",
"\n",
"wmap_band_iqumap_r9 100%[===================>] 96.01M 1.60MB/s in 44s \n",
"\n",
"2019-03-22 00:58:06 (2.17 MB/s) - ‘wmap_band_iqumap_r9_7yr_V_v4.fits’ saved [100676160/100676160]\n",
"\n",
"URL transformed to HTTPS due to an HSTS policy\n",
"--2019-03-22 00:58:06-- https://lambda.gsfc.nasa.gov/data/map/dr4/ancillary/masks/wmap_temperature_analysis_mask_r9_7yr_v4.fits\n",
"Resolving lambda.gsfc.nasa.gov (lambda.gsfc.nasa.gov)... 129.164.179.68, 2001:4d0:2310:150::68\n",
"Connecting to lambda.gsfc.nasa.gov (lambda.gsfc.nasa.gov)|129.164.179.68|:443... connected.\n",
"HTTP request sent, awaiting response... 200 OK\n",
"Length: 25174080 (24M)\n",
"Saving to: ‘wmap_temperature_analysis_mask_r9_7yr_v4.fits’\n",
"\n",
"wmap_temperature_an 100%[===================>] 24.01M 2.18MB/s in 11s \n",
"\n",
"2019-03-22 00:58:18 (2.19 MB/s) - ‘wmap_temperature_analysis_mask_r9_7yr_v4.fits’ saved [25174080/25174080]\n",
"\n"
]
}
],
"source": [
"!healpy_get_wmap_maps.sh"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"NSIDE = 512\n",
"ORDERING = NESTED in fits file\n",
"INDXSCHM = IMPLICIT\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/srv/conda/lib/python3.7/site-packages/healpy/fitsfunc.py:371: UserWarning: No INDXSCHM keyword in header file : assume IMPLICIT\n",
" warnings.warn(\"No INDXSCHM keyword in header file : \" \"assume {}\".format(schm))\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Ordering converted to RING\n"
]
}
],
"source": [
"wmap_map_I = hp.read_map(\"wmap_band_iqumap_r9_7yr_W_v4.fits\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"By default, input maps are converted to *RING* ordering, if they are in *NESTED* ordering. You can otherwise specify `nest=True` to retrieve a map is NESTED ordering, or `nest=None` to keep the ordering unchanged.\n",
"\n",
"By default, `read_map` loads the first column, for reading other columns you can specify the `field` keyword.\n",
"\n",
"`write_map` writes a map to disk in FITS format, if the input map is a list of 3 maps, they are written to a single file as I,Q,U polarization components:"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [],
"source": [
"hp.write_map(\"my_map.fits\", wmap_map_I, overwrite=True)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Visualization\n",
"\n",
"As shown above, mollweide projection with `mollview` is the most common visualization tool for HEALPIX maps. It also supports coordinate transformation, `coord` does Galactic to ecliptic coordinate transformation, `norm='hist'` sets a histogram equalized color scale and `xsize` increases the size of the image. `graticule` adds meridians and parallels.\n"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"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"
]
},
{
"data": {
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\n",
"text/plain": [
"<Figure size 612x388.8 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"hp.mollview(\n",
" wmap_map_I,\n",
" coord=[\"G\", \"E\"],\n",
" title=\"Histogram equalized Ecliptic\",\n",
" unit=\"mK\",\n",
" norm=\"hist\",\n",
" min=-1,\n",
" max=1,\n",
")\n",
"hp.graticule()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"`gnomview` instead provides gnomonic projection around a position specified by `rot`, for example you can plot a projection of the galactic center, `xsize` and `ysize` change the dimension of the sky patch."
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 417.6x460.8 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"hp.gnomview(wmap_map_I, rot=[0, 0.3], title=\"GnomView\", unit=\"mK\", format=\"%.2g\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"`mollzoom` is a powerful tool for interactive inspection of a map, it provides a mollweide projection where you can click to set the center of the adjacent gnomview panel.\n",
"## Masked map, partial maps\n",
"\n",
"By convention, HEALPIX uses $-1.6375 * 10^{30}$ to mark invalid or unseen pixels. This is stored in healpy as the constant `UNSEEN`.\n",
"\n",
"All `healpy` functions automatically deal with maps with `UNSEEN` pixels, for example `mollview` marks in grey those sections of a map.\n",
"\n",
"There is an alternative way of dealing with UNSEEN pixel based on the numpy`MaskedArray` class, `hp.ma` loads a map as a masked array, by convention the mask is 0 where the data are masked, while numpy defines data masked when the mask is True, so it is necessary to flip the mask."
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"NSIDE = 512\n",
"ORDERING = NESTED in fits file\n",
"INDXSCHM = IMPLICIT\n",
"Ordering converted to RING\n"
]
}
],
"source": [
"mask = hp.read_map(\"wmap_temperature_analysis_mask_r9_7yr_v4.fits\").astype(np.bool)\n",
"wmap_map_I_masked = hp.ma(wmap_map_I)\n",
"wmap_map_I_masked.mask = np.logical_not(mask)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Filling a masked array fills in the `UNSEEN` value and return a standard array that can be used by `mollview`.\n",
"`compressed()` instead removes all the masked pixels and returns a standard array that can be used for examples by the matplotlib `hist()` function:"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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