{ "cells": [ { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "<< back to chapter content

Last updated: 17/11/2015

\n", " show/hide source code\n", " " ], "text/plain": [ "" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "%matplotlib inline\n", "import sys\n", "sys.path.insert(0,'..')\n", "from IPython.display import HTML,Image,SVG,YouTubeVideo\n", "from helpers import header\n", "\n", "HTML(header())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Statistical features\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The object we consider here are the connected components obtained after the image segmentation (i.e. objects vs. background). Each connected component can be identified using an image labelling algorithm.\n", "\n", "A feature is a measure extracted from an object. Object recognition is basically the association of a set of feature values with a certain class of object.\n", "\n", "The first feature that come in mind is the intensity of the object pixels, i.e. the brightness of an object can be used as a descriptor of it, for a color image, one can consider the red, green and blue distributions. More generally we talk about spectral features (relative to the pixels 'color').\n", "\n", "Of course, spectral mean is interesting, but one can also think about other statistical descriptors such as variance, and other statistical measures.\n", "\n", "example of a specialized spectral feature:\n", "\n", "**NDVI** (Normalized Difference Vegetation Index)\n", "\n", "$$\\mbox{NDVI}=\\frac{(\\mbox{NIR}-\\mbox{VIS})}{(\\mbox{NIR}+\\mbox{VIS})}$$" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/jpeg": 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GBgYGBgYGBgYGBbloUNrfV7jwMDAwHS0yVGSU7aSamcDAwMCeX1dGX6LgYGBg\nYGATzRbs3lfR50SunQJEWr3FCslQpTMxpSkJIF4LsrGPYPsPsyW8DAwMDAwMDAwMDAwLhGqHOv4t\nS1sObCZYPBFLuK2CmpuolwnAllgrayajI289GTDwMDAwLAvq6Mv0TAwMDAwFpJxEaQdbe7vqHpG6\nKutYqoO7oiq6zhTbFCqunurZbbZNoMsOSatb960yhlvAwMDAwMDAwMDAwMCcjXE3LG95tLYdD7WN\nZM2DqZVJb2Kql5BNYEpOWdys64VDW+xi4GBgYFgX1dEX6JgYGBgYC45Gq+oPTl0MKH7TAvtvR7lT\ntQ1tVLu93ysZ++jdi7f3Oq0S20g3MDAwMDAwMDAwMDAwMA0kZOQozsZKEpKUt1tljdCW7JNzBVN9\ndCnDSRk5HadRgYGBgYFgX1dD+x8zsVh5MOIzFS5IYaUZfNdWJQGt0wKuHMZhVkwVzFVSgjI/gXnG\nUpkVVShKqO1N6t96TPPY/d0P7HzurQ2W6VE3abb3PGltTLWHuK03FCr48OkZt25VVTSnpsFSCR8C\n5BdsZcWYhmUWroWP3dD+x8ylpSLyzlVsi1gQZzEBxUNTNk8xYwIdnuuQW22DZh10SCjpmZEJb6o7\nFZfRLRyfNOIhp3d6ZdruyexZxd0trLvkdU21sZTrtPZt2kIGZEFy0kbM9XuONj93Q/sfI+TptVtp\nNORNYkSCivUUeVJoZTJTIG5lrrdrzpiKpiSzH6pkRibatw3Im4nHJMTcMSQaH2llYUbM6RYJmNSd\ntx+4wIu2pq58SUVHe2N+1Dj1s9UhDheohcJTriNWnhY/d0P7HySzaQ5KS96kS3jSJtzGeS1FupFE\nVruBq3g0lBKs0tNpZb4zrCJWs1V1GtkKkMIc55Er25SL3uNil+G+4w0UM4891wnb41xrG0VIVXyn\nmqxcyRqTWVktpdOhMRmZKkNV8koyGJseQfGx+7of2PhN996Ua6WpVxONqbAVqgFd1jb9hdXldKvL\nCXZRaiLVelZXdn3uw3NCqYkfdESfLBmRC1gz9xWRSoVUzXV0aMXPdxJM6AqDO9xUbdspkqZfOMyG\nG31plT2K1yRUMWjNmlTAo5xEzFac11xuoBR2UnEqI8NRIQR8bH7uh/Y+M+K/JbsmLFydHkTX4KLY\n7Qq+0dhyZEUp0ORUNRDg1LDSt5bblznNt1L23o5WlzANrvktMKKUZp6Gy6CLBYGBgYGAZeFxaGhZ\nWu525KDS0m1er2mU2bdXZbht6+PGgw5N/MUx2uHXw/Vo0MMGqG6k4zs5anVzlEqLL9ZLU0pCk6sc\nLH7uhL9CwMDAwHGTxcM18g7mE1Df2ZcxlLwN2xpDCNrWkqtgxLSHetyGrytmzom5SjUcNTTCUaU4\nGBgYGBgYBpySq9n1PYEp9yqbkv2bC5U1/azCV+w25NO6TS1afSkSbBbUiybdmyqiS1uhxxusfbbs\n2mW1N2G3bVZIYOKUVp5prAwLEvrKAv0LAwMDAl+50uwrZwrimqpKaE3qSQpqyun9yU8+tkqjPN1l\nPHvmGGdqKdeKK37dvbBRHUINKcDAwMDAwMDAwMAyPEGsZglu1iait2XtuQ0NwRqVVpVbZN+Ltmne\naFjSV1olGyvbv1+yHCdwSSKZDNZoJREkiLAwLEvrNvl+g4GBgYGAtltwjhNg40GMSFU8ldwxEg2O\n81S1M7GlkRyru23BZqktVkZqaw4wn5iwMDAwMDAwMBXylZ3cFEel3NIkyUKS4RpIxgXO0E2toxCb\nraqjPXUYBmSQ9OjtKsNwwYTrkSBavpclRpVVK90Gm3UFgWRfWbeL9APBCW6philvCs1YCVIWcyxh\nV6Umlab2MTkSGp64G9YJtM0URNvAe2ouJEpqeNXvpqtyuW67KPWSGnG30KNKEtLJ1GBgYGBgYBpI\ny3TEO1J3b6GZCdwuMIZ3pLRJK4hNpi7gp5rtitKIFJcMx6FzejaHom4oU1y1rJLzbd1AQ9Xe41PQ\nq+c2wxGQMDAsi+t28X6A8TXp2KYrhMzH25VVbzZIsYz5vbqcjWidjR1N1e46dVzXK2vFo66VHlS4\n1Zs1UGUonjbubC0YundxvRKvbu0nXpBbhqycqZK7QmI7zIwMDAwMDAwDQk0qqYbEmftiVNTHpZrU\nmf7VbVfEk+6lW9n7bbVfKnV+6KCVIa2pRvVsRDSGy3NtB5+yXt1+jbiXU5oQnI0xoiMhgWZfW7d/\nr5pJRSKiG6K+nbipnIb9Mol8c5Fuyc+For20rQoPHH0f7BbJtzb6ZnsyTLUJ21bWXPkmivrbWUzS\nDah0sNmK7BQt2XGYCrKME5MuW43QzGOf/KbKHt6wsYUuU68UW52peTraFRohM7otO3wtrWiGqyRd\nVENci/gRmVbqj2MfbC4EgeogkM3dKTsKrq2JGOFn97t3+v8AGbXxLFpESHTzLKPfy5zZSPQ3HfP1\nrz9qy9N3Latymo8+GUNidElKst1SEXVluCkkM2e3GozdbV2sldBUaE23qxW6sykKIsFxUelLd6Xu\nWGqRhl29ihreEaNPZfbUkWdtEqm903bF5CUw9DbYQZOP3DiylbeOQUVv+OIhW8tBup0TqeuQwzws\n/vdu/wBf4mWSaYZYLhvHbNneybTZVnRMS5Cn3Y1RYzIVOzd0TcMpKpO06KM4tNTDbXXUsKsc0pI8\nCNXtxJHJeNzXWoFFEhspn0xN7w9CvcgTp8yVCbcSwzJ0laz7aYw+9L9IojyIkqLGiQY8NRztsqtS\nsN8KdjnWzHXCrHYdtF42f3u3P69x3Be9hahbokbqUuJuSogU0nespFz3Bxisv3aaZfz6yxmOuIch\nMx6x+uhbKuox7dVGNHSddZbLfe4EtxaLZM27Zp9m11O1uSw7HXzZluxt/Z1k9uB/d224VdD2vLpT\nrpctEkQ4KY8mlu0Hdf7ArLGwi7P2xYuOoSSU8bP73bn9e4TLRMRT0mJuBj+OqgLRnRua+bgvqvLG\n0dbqCRDnQnYTaZtTtZiqkRJ0ULiR1vdLcNwxWMSpz06dsW4nS50q1jwCf3TtpUncu4NuWjda7Q7X\nev7RzcMeDVqbVHYdeWva7rDSdrlbuxozcSOlCUFyWn3u3P69wdQtaG4TEcYiSisKO3YanvrsJ+3t\nnzjI9i06Xd91dfVrVtOPMfhxmYrHU3BGkza+T/rxT0er2PHrokmieQUzZtjFffjR4CSS9EjleVp7\nd2olM7b7EViOgEhKT5rT77bn9e4qNJJlR5Ehbu4JCG6ekhxeP+xm0uCvx7D4G2p/euSKOegOUcy0\nrrXZUuib2Uw03SdG0++25/XuK0JcLcUa1mlTVbVZC4/7DL5a39v+CmQ0TGY0KPEG+/2LZuewdG0+\n+25/Xuj/ALKdS01VHqrfhP8AYDvpbf2Us17c6Np99tz+vcFKJJWO4q2vZhb5YkPHeVmZW8HIz57q\ncYYZ3o1IXvy8jWkaimRX63qLlRmzcmNeg1OuXnJk21YXJvLF9SLrcMeBD3g6+uPYRn0f7EWhW3tk\nFjbPRtPvtuf14KlxUh+3rbg3to10cn2toxD9pJsH7Gkta1MSyn1rdPYIYm7msU2yq/c1XXQHt8VK\nGXd4IkwG903LbtJZSZrfKZkkpN9URCl7gqn3FXrccu7phB5+5soTZWLi1OvRHX5b8uvbnSmVMTE+\ny3f7Fxug3PZ1tdD31FeW080+jntPvtuf148Ysds1rxyJVTXPL3XXyIC5Bm5XzSiOt73U4VhYuWUh\n6JKbasloKN3mdJhOSnXhFj1ym7Jiniw6iqXYtMt+k1yOJ1olbXq46nT2hEcKdtbTPkTVCTGOMbj7\nnt2Ysp+OlaWRFtatEdxanHbGO4iPHl1n8XgHD9SPctVqf5ZbvSKS4YmI5bT76ujSZe1rqNYVqtvT\nW61F27AnS26ycciTVWDq/TlxFx0Q1vzYcJkRFu+rueHZRTo7qogQz3FDUTFxTvMvOspVWvUCkSZC\nZlZFTa2D0Fs2YnHcrdcw1o9wERELfWyhp78s3MN6W0a1VtQxMas6p+CpiNK0SW14Y7UUZfpeo1VW\ncoquRXxJFfcVMp3ltPvtuf165o41lHibVt4yuztNQk7MslyJ23bmqTOmTnlQ2orztRZ0UVmd/GX2\nbOzan1dVtOmmVkelrIrRbOqUvyNq0z7VNRR6ZpKEI5p9bFsm7DZkJcc9uXZOPe6afpNvQij221IN\noJ+0ZFWhxaPUo7qEiM3aR9uTd0blRbN7eg1dlCr9lQYbs6n2487F23t3MCFFhM8tp99tz+vcFZJN\njL3VXoibvI03syvlvR+3JboIe2JItNtRo5zts3iXHKe0eqKCsvYTvUVCiLUlKUldWq6ti1trWxib\nch0M5612VBlHHptutu3MNLSdjxqb2O46qytGf4hfLbY2Gyg4cJmC1y2n323P69xkRmJTceDEiJf2\nvTyZCKasQ3GpquGr4OXDjTmYO1amA9jwmbTqpkluvjojp2hVNvIQltPQtPvqmTZQKruk4d0nDuk4\nd0nDuk4d0nDuk4d0nDuk4d0nDuk4d0nDuk4d0nDuk4d0nDuk4d0nDuk4d0nDuk4d0nDuk4d0nDuk\n4d0nDuk4d0nDuk4d0nDuk4d0nDuk4d0nDuk4d0nDuk4d0nDuk4d0nDuk4d0nCZJspEjkccbZbO7a\n0yZzcdlyzNCo77UpiXMTFNNnHOEq5bbNq1jun1lXDGuJKRMaiWUec+ZkRRrZqSt6ybYkFdNKEeQ1\nKY6tw049WqU+4H4i1RYMWfWvRIEhqsntvlJ9nOdgz4cyylegpiDwdtILL0iU1FJN3WrT0YCXURm4\n9mcWphSocluO4lllqxJufHlypLLEphimIzjcFWkFL78tiMuTMjQz6Ezu/qF/JCGdyjO5RncozuUZ\n3KM7lH/0mUe+9nA7l60xLpMz1vSYc5TRv9B/v3rf/SZzuUZ3KM7lGdyjO5Qf8kMs7lDvufaV/cNa\n0ukxO1ymbFmxcm9CyW6tzL3t7NqZInNylTK6ztGaxFlINVdCSqPZKkPxaqKmy0xXylRepZyXIkIo\nq3JJ2bqamle0VNbasWQWp42Ltt91h99cmFBU61M6tsRGP0T30jsfon/H/cTfa+jO9p7SJ2j1G/45\nqdKEcFr0/S6lp7bt0goBJPswrO3e1h+10L7J76T2P05XYPWrSxK6P//aAAgBAgIGPwH4gSXgqicq\nWce5XFCyhCv0Le4YrkpbFCrj3LfQqoQtkpX3DFlXlSuP8iCqp4DdyU1YMRdAzMtUUeV3fGqKP0WD\nUCS8lGUn4Lzqnduw5LvWK/2DYhmE32eRLsIpMU8EHo4iwYO4ZKMlw6iLDkRsQJgPTgciwbWybjJo\nerUfbYXH7B2pG+yUkRAkOoZAnOiCt9yNE0ikaYH7kGSjqtIUhA4qw8EY0yHLvitG77rIJDVfdsIE\n6G76XExtOgdNL6oF9pVEjxV0D6HEiCcKJEU52JEW3HQm9XFtU7UFH7brIHXVFqyGKMlwxWSVzMdh\nzSCEGmIQGuYZCcGWEfJ1/9oACAEDAgY/AfiBCOXlGK5ZcIWROQ3CFc8uY9fcm1cRkVT/AEvr8Fn4\nQKvKlcMfBbPLwVROVDcIURaL/pfX4K4jIthjzPr7lX4QKvJRaY48IVz7ukBluVTJLJlIXL/kqmS/\nT3DrdSLKHRXSuWPIZP6oVbsWdOkyI6W6dKiemRSa2E9Daj0datWdpzDrpmj78hyLrWZEa56DOthO\nmR+pCCkjnqX7UdLdAkRtRtxpclFH7CNTCCl6RsuthAm+4y9EcMGEiOgSI1Tcw3SLnJ61Aa5iScfK\nP//aAAgBAQEGPwHSO+kgZmgjLMY1JJKi5JtX4LT/AGSeivwWn+yT0V+C0/2SeivwWn+yT0V+C0/2\nSeivwWn+yT0V+C0/2SeivwWn+yT0V+C0/wBknor8Fp/sk9FfgtP9knor8Fp/sk9FfgtP9knor8FB\n9knor8Fp/sk9FfgtP9knor8Fp/sk9FfgoPsk9FfgtP8AZJ6K/Baf7JPRX4KD7JPRX4KD7JPRX4KD\n7JPRX4KD7JPRX4KD7JPRX4KD7JPRX4LT/ZJ6K/Baf7JPRX4LT/ZJ6K/Baf7JPRX4LT/ZJ6K/Baf7\nJPRX4LT/AGSeivwWn+yT0V+C0/2SeivwWn+yT0V+C0/2SeivwWn+yT0V+C0/2SeivwWn+yT0V+C0\n/wBknor8Fp/sk9FaILpIAHnIYCNcRwZTY4corRezxfyDxjM4LAECy4nrEKLeenM6NC0eU5Hy3Oc5\nVsVJGJw20wsRILWj6rM2Y2GXIzDbz1w5IJhJ1bJZTfO2QWIYjbz1e1ub+xxNwpI45v6cj5bE2vbB\niRgDtFKL2STsSErY79gYsPKBUbtDKI5SBHJZbG+IwzXHlFLOEZFcXUPa9jsOBPufd/tDfcS1ofZ4\nv5B4qhjYucq85te3mFZGOUZla/8AcYN8VGdXusiqEZf4GLKwvz0TJITJdSrqAuUriCF2dN6E807O\nwy2FgF6rZ8B5PAskZzI4DK3KDiD4JYrAyEKdKPnFjksehrX5jQwUQ8WQSvZm/wBUrykrfE3tbor6\nlo4x6vAxDBn25tgzA+UmpmCXkLRw2GKhg0ilhiMOry81SRzpZkykNbLfNf5OZyNnL7k0jmyqCWPI\nBtq9RaVZMx0ZXN9Eix8hpULloUwSOwGFrWZhiQBUcbahzFEQUWw3bAx31HCDcRqFv0C1Mqm5Q5X5\njYNbzEeCItbgs2SRj8knsG/JfDy00kca53jjZMCTw2eS3UzC5yC9hY1EYCgZprFjmy/h8x6pIOHJ\nhUcc1nMQaW8QK5gY5OrlJbG68tQiaMZJthAy5ermwOds/mHid3+0N9xLWh9ni/kHiwcMkXkObLyc\nN9tue1afrzO08LLPmdzf6ovfb1TmG6puA0uaPTx8JCzMLtmzkBji3Jeh6hNqMY5M/WkIBy9Xt7G5\nqeNpXWNVX1fGVicMcUPWa+43ph3hJKsgVOFw8y36gzELHcFs98DetGGFiII7g7ewPAkjqC8VzGx2\ni4sbVnMS3BzX575seXHGgeELhQgIwOUbFuN1FOEuRgFK2wsvZFuaisS5bm55SeUnf7lqDHcOInyk\nbb5Ta1azVZ5eLE14RnbL1UU2ybCCealUNKqvqpTJZ3xCqxXfsvTlpJ112fsoXtbNuUdXJl3/AB1G\n5kcI8svHZjIbWYiMdUgqtuTmpPWZJPUyz/WLnU/JyXa5fL2sTzeXWFS5Qz9RpL3I4UfzsSOQ+BoZ\nlDxt2lOw1eRATgL7+re1ju2mgphXKCGAtsIGUEeSgUjAIOa++5Frk78KzxRhW2XG4cg5B0eJ3f7Q\n35eatD7PF/IPGdFN2jNnHJcXHvHwmWZxHGvadjYDpJoSRMHRsVZTcHoI8bNIwQbLsbVce5gMbZjY\ndPiPFFKjyR4SIrAsvSN3htv8S8ThwNuU38Tu72hvy81aD2aH+QeNLqifqZnIcfw36p8lXGIOw+CR\nP950T38/+WtJDvWFL9OXH3/GghG13+DD46AGwe5xIuBHW9FB/lDBxz+HvXvDbxZeqeksx+EeEW+T\nQYeB5PmqW8wpn+e597DxO7vaW/LzVoPZof5B4rxg5SykBuS++tHp8ueCVbMHxuxuvopYYhZEwUXv\nhyXPg7t7vG2eb0KP56sNnht4dHB83r+/f/L7pLqSSXsMvIANtJMgszLZue3N4NTqP9uJ38yk1xP9\n6V281k/y+HPvJq64Xx8Ex5Rl+kbVCOUZvpG/id2+0t+XmrQezQ/yDxtDq/8Aak9DD4PD3ZpdohUS\nHpGZ/wDKPEHhkO6FPiA/ze6SJyqR71W+axHx/H4NUd7hUH+JgD71aJOWIP8Aadf4/C1L4FTe7j3g\nTSR/MUL5hbxO7faW/LzVoPZof5B4WhzqnFZEu4JXFhgQOXZSd3TxQ8GPiErGmWJ3yoVumPWAJwx5\nafVRyAZJZEg6uZkWGR26jXwULe45BamjSNo/VJEzK9icRtJUkG+etPL86NSem2Pg103ydNHlHSAq\nenwQaeMRk8OV7Ti8eGVQco+UC23cL1p9ekhDvGhUsuaVcqHMQ9wLWxOGJ6a4UcZi9XPDMbWJHVDD\nEE3wI8Ou1PK1h5ST8XuXrcclpQmoTTR71CxnrW+cxF+i1aaLSZI1liZ5LC6yBGjYGQYZuk8tdYM2\nduFFJYBFW3GVQt8wBBv0WG6tRB8xvSPi8Gm0q9qacYf3QfjIpI/kxIB5FHIKYQFRptRDGVeMkExi\nVBI0p3krJ2umpki4cUEMSTSRFM0V/rFuYwVxt8FcKVX40oa8j2N+DaMrgSers2Ym5q3IfBodNytc\n+UgfF4vdvtLfl5q7v9mh/kHhKSKGRsCpFwekVwOBHwQbiPIMt+XLspQsagIMqgAYKdoHNhWqhhjW\nNeGzZUAUXXrbB0VDypmU+Q4e94O9+8Tjxpuqeksx+EeALqIklUYgOoYe/WKA4FdnyTtHQbVkhRY0\nHyVFh5hQqSX5ilvML0zna8h8wAHuQYqCy9k7xfbanEcEacTCTKgGYfxW21xuGvFAsJLDNbkvtqZN\nzi/wHwdy6HaFYSMOYuL+9H4H4cMacT+plUDN/ettrhxQoiE5iqqALjYbDfhTSrGokftOAAx6TUic\n/gjXdCmPmJ/zeL3Z7S35aau7/Zofux4zIdjCx8tajTNtil+EW/y1qtRs4ULuPIpNcT/emd79Fk/y\n+IfBqG5Vy/SNvjrTjlXN9I3+P3WB/ni3wjwco0cP+T0yeKw+cPBrp/mdT37f5fF7s9pb8tNXd/ss\nP3Y8fvLS/PJkA/xXH89as75MsY/xML+9etDHa14g/wBp1/8AN4pFJGNskg8wBNRxfMUL5hb3XTz/\nADG9B+Lwd96/aFfhqeYube9GPFjblwosdgxNajUHbJJ8Av8A5vF7s9qb8tPXd3ssP3Y8dJImus6Z\nWPOFK286Ue64w0eqh1WWZG2ZUzAMG5DgaI0EnHj0oEZZAbdUbAbWOHJUsX9KaG+ZG+aN9eswuGRm\nIB6KzMwA5T4GrRKDkVH+vD4ZcRe/v1xYGzJewaxGzkv7qT81gfi+OtI2sDcPUocsoxAdQOq2/G+2\npY55h67rJ+rEAWcgKDc5QbC5O2rnAVfUahVNswXebclM2mzDLuI3cvgR+Q1LpnuHkhJifcSbi1R6\nYODO2Z2QY2x322YeL3X7U35aeu7vZYPux4zJftAi456SOabOkOotm5s2NJFpFzPr1QrbZmHUa/QF\nuai0On7MYxbezfKY9Jp9Tpi6DVDr7gTvsaSPSu5ynqxr6KV++J5I9PFiiXxv0UEGxRbGhUmjjwV2\n4hbkRusT79qWKMWRBZR7rMv8JPmxrijF9JIH8l8h95q/7fUr9dqBaAH5MXzv8XwUPVBE2X5El8fN\nUsneEMZKsOEIrYDkoaXgGF4xYjLh5/AeatNqRtQ5T/iHpWuJIPr5sX5huXxe6/am/LT13d7LB92P\nGzoSj8o2eUVPq5Icqv1kaPZffWm1IRvWI0ZQ0uLjiWLefL4IWmdozHfZvHRUWukibWSZuta4VV6R\nvoz6Vcum7PCO8cvTSHSRGJyesTzHZ5RVtVAVa566jq23C+80dTkyyOApJ22FyPh92sdhqTRvGOBK\npV0GFwcDsoKosowAGwCi8IUsPnbPepdKzpOkpPE4QPVby7RR0JJEu4kdU8164SAud5GwdJqxxFCN\n1BQEMF51Nx43dXtTflZ67t9kg+7HjlXW+aikYx3k0qyuqs+CAnbQqJeHxW1EgjVTs5735q//AJ83\nEZyTLHcEKeYitBol1JiMi5p/lDMdw5zUfdiTXmtcBz1unmrDH+wlJuyRY7fiptdpIohKj2UuWC81\n6j1UEsEch6xaIEXHIb4UV1qqHBwK4XHR7h3V7W35Weu7fZIPux7hnZgtt5NqDQzSZb8SNicwB5Up\ndLMzmeJSWkfEv0c5pdC0MrQxYRlbqbnA5+QUe79NwkmjOcluqfITiaz93wMzbC2W4t0mn1Xe14kB\nsLsWfbsUC5oRQxOka/KkwJ/sUgm1UWUSXCK1j5q9SlkTi5eoCbEjlq5OHJ7h3V7W35Weu7fZIPux\n4+JrNqCmq0LtaSAgZgD800mr0CcNGF1y3PnG6kkUZHh62a1/LUmrjnZS980i4E35qR+8nZIYlsJM\nm3y8tJpxNNFAgtkRiC3OxrJpo7fxHFj0k+6Y4U0qRNMw2RptNPBGGjmj7cb4G/JQEcLzSvhGiDfz\nndUZaEcF8WUsCFHJevVNLYRjaSp2jbVtVHkYLdrcvNR1A0i2UnLL2WvuxqHvWGJFOnItIxuwttHR\nUc+ZOKR10U3sfBjWVQem1cLUIxJPVZdlujxO6va2/Kz13b7JB92PFfgELJbqk7L89Pou9YhHIv8A\nTmT+m43m+6gYdSYYh2smJNSR94CR5ZHyiadcyHy7qMncupEIxtpSoMRvy1HG/DjYBvrEyi/NXrgl\niQI9uvsuPepV1ZBcDC1svkt7tY40IYELvje+CLbE3NPqvV4wBdQVABv076yupRquG8+Feu6lyVj7\nESYYdNSOq3QnAyHHoFahNbAM2OR2GGOy1D/kwtp17XzejIabTT6dNPHqOzKrdQgbyKMkS8SS4CJf\ntE8lZ9cGgl+Y3Z5rGrLjelYMUZDurrbfD3V7W35Weu7fZIPux4qh14jP2UzWPkp+MJhpsCkca26b\nmhpNBGwAXEscrX6DRZ4klVsCuVmud17YVwO8IjBA12hBuxO+1zSMPq5RIeoNoFJLK7Lob3ADWuRz\nUsa3sotjt8Qz6uQRruvv5hWaG4baU5BuvSxNIokbspfE+T3All2C9OJW+q2fwqOSuDBIosbcgoaj\nMHUdqwvbmqYyqMqreFDv5qDqsmZTZxf4F5KCGPKym6s22oRNIqmVS4O+1B9GucX+sUbSN9CZ0kcO\noyCU4rvNqd4I+sg6qnHAclcOS7mI3njI+QNuNCSKeTU6JheNT1mW+wX5KtHe/OLeJ3V7W35Weu7f\nZIPux4b6DJxAdj7COSpNN3hF6rODZDiVboNLIJn4he9tqo38LchqJ2fjXS5flqRZofV5wbK7pt6D\nTS9SbT23A5B5ahzQARlb8QrcZuUHkrR6CThSTO7GcrjfDDE0O7tFMF08Ml41VStv4SN9JJqXEs+C\ntGm3NvuN1afS93KZjJ1pT/trz+C5peNaHQadiI8es38VqXu7RMIpcAzWzv04VxgpeZzmaaTFzfp2\ne4SRaSTJJ8PNTacxs0oxZQOTfSpwzDHbOWbAEclxT9zQaW8IHDypgx8pq7DILWtzUgCK7O2UjePJ\nReRBxD2W2W81Lp1w4XVvv6u+uDEDxW7b4W/9KCsrFW5NnTUmm1A66nqncV3U5VAOJ28NtXhuqgkq\nu6x3VcAX5fE7q9rb8rPXdvskH3a+Jlhl4R+dYH4a9Sgl9Zyn6xslhhszG1TLq5zptQgyplICMBsw\nr1TvXLNwr2aM5XuMBjvqTu86d9ZLIPqYzY26aignzabZmVcB0GoNNoDw5M5ImbHatDWGQT6lhZtR\nYG9uSk1eg06O/wDquuDnpFS8UZ9VMOyN3NemjTSPPqZzczSNaNRuAHNSjUqFDbSuFcO3ltWA4bg3\nDpgaAOPP42FGE6l3kF7RxLZejDFqi08fEiserFkJzb8TvpNZrYUSRlCs+F8d1FjK0btsRLkk/wB0\nVDPqIDci4LDrZTzVfPJHqJEDRRKLG/8AFWSOT60rmLSHeNwpO74u8EXXupzpKcBhuqOXVpDHOASs\nsmIO67XpJwqiSJrPFpRmSRKURRvCqCw44thQ9XkWTKbNkx89ZGkRH2hDcGs2a9toIt79MkIGddqk\n4+auva/N4e6va2/Kz13b7JB92vilobJL863w1EvfTPBjYxp/TbnuN1NN3YXbRk4SfFS6U6TPrWPW\n1OF8vKb+DiprlEZOMLbjbC1qddUippgc3HkJt5KZdNqGDYi0eBG6969T0fegyOxsZT1h00E1OuT1\nSwD6lrY3+bbGuDDr+JFbshs7c+J2UFuTbedvuFjQliVY5ALBwoJtQmldny9kHdQ1GpF+EfqEv1Rz\nkbzSd3aWXNrLcRpiLCFegbzQ1HeLzTsNrv2fLS8WI/VHFwSfIxxpNf3cYU1QH1YU3zeTlqPUu6h5\nOuWPW84qHTXDJCtuEt7E/OIrgm19mW2zktQXXACOVCoYi+IpHM8kEDN1nTcTzUl7SdXCS2Jp00eq\ntDn4ka7GX+HnoR95IQzABNZFtH961ZJZONbsybCRz+Hun2tvys9d2eyQfdr4uXTx5yd+bLamM8sc\nES4gyHifDWfTyFZn7TRDMjneSg2VJLP3bJKVxEyrY25gaGu7t1nBglGVlLE2vtBG6o0sZA2CyKS2\nY84NJpg8heTrahXwA/hApU0YZItmwC9HUa9+sethjj5aGncB1AtiB8Fcbu/UNE57fOOSgGOYjf7m\nbbd1O69fUSnNLM3aY+gU8uR9VI+FkwWJeW2+jru84zlcBoELHftLLUweV1aP5CiwvyKKOvgbMNoW\nQWYW5K/7HUti4+rVdluU1l1UQJ+eMG89SRxScXRP1kjkxyONhrj6iXJ1s3DAuLg1yAUY+MmcYZcw\nvViLg1YbPD3T7W35XUV3Z7JB92vjWkUMOQ11eoNwSy1xJFtbazEmiNJIFflj6vnrRNqr53k6kgY2\nI6K4sM0Umi4nyBllVvmtvNO2u7xUQ7F0sjY35bmv+k7ty6ZInOaQN2lXlqJddNnfslrbT0V6xfIh\nwGbA+ar/AA+4ljuqR1nkj4e1lXC/Jc4Uivq1dDgY5FynzjaazIbirHwRzg8OEgnUMO2x3Wr1SIkr\nDEwDHacK0rcqeDE0EklSInZnNqWG51LtjePG3xUmpRY01G3HeefnqTu6R2g1Fs8DF8yMOijFM7Ra\nncMbdIBr6yTieS3g7o9rb8pqK7r9jg+7Wsad4xmkA6i8pqTTTxcDVQ2zoSMejwEKQSuDDkpX1kyx\nK7ZATy0GU3Ui4PNTzyO3DiUkxDDMemlGnbKkZ7A6oW3Ka03eJ1BMrvleLMGAIHaFtleqLHHPOxLZ\n9Q1iL/N3mhpNUoMLY/8AGS7g/OLNiaVe6ZVaVluzTG9+gCvXNYkMkfyLN1VtsJFInephWSXsWbMf\nMdgoSxMGRtjDZRdzZRtNZ1BAOy+Hl8ex2Uvd+lVyFxdlNol6RvNKdBPeROXlG2xrgx5kVBZnY3LH\nlpNOkPELsFuTsF9oq+olVBvY0YdNqVdwbdPRWpe4/pP8FaNcpkmWMAxDaTyCvV5tNJp33h8TWRXy\n3JAZgcuH8VNq9OE1ZjOc6Z8UZf4eSjm0vAbsvlxC9ANDVaH6wZcw33XkpNRrY1TU5bB8SRSFACyr\nlD7/AA90e2N+U1Fd1+x6f7taPGtw/lXpV0/eBRY7tZTmIvyW+Ok1OhWCfWJ1QMc8nKeanXvPRNpJ\nF2b1I6aHf3dE56n4jT7pFXbhy0mtihnjzucxJvHcc240ZJeNxXOJm2WGzJzU2mjcrJ8nEhfLbbUm\nom1EsgRBdYx8ob60bO+EmosqSJgN1zy0k0+oCcMll4AK35saZ4svFt9WH2eW1TQSRIJM3VSG4A5w\nRUUM2mk1OpkiszR4KL4YtQ7x72dJYxisDNxLDbi16XR6OVGYA9SPYoX3qlGo1RZ79WNVyhR8ddad\npF5GA+H3AruNDQaaOyyXl1mpY3IG5bnlqXUwSrwkfqRJjmHk30ss3d8nC2lgMcNlqkOriXSS7REx\n6zX2G3LUc0TGFQwIatSC5kTIVkOW9hsvzVo5orwiMW4p2Njjz16xp1D5bBlQEynoJ3VJFrokOds0\nZ2tY7mHNWVFAHIK/7TRojwtlE2nAseQthSarufVSZ1//AFyMyknbQGoTjR/LsLOKGo0sps+OW+zp\nFYm/g7n9sf8AKaiu6/Y9P92tWYXB2g11YIlOONrfy2oNNkeYdkouUKOQb6C8ZdOScC1rE8mNSt3f\nrxML/XiPYLbr7L03c2v0Rkd3A61kYsflGxsKGnMcqRbi/XA6G5K6rA9FZJ2XK+FmIx89aNY3k2Xs\nDsx3VCeDNJcXdp25NgF66zInJlF/PehrP+0wG7IAR5qMfeIQxnqM+wG+80G7neRROpVjnDIeUYVF\nJq4LaybAYZ8DvY7BeuFo0w+U6iy+evrZAp5KtCeM3zU+OgSLc3jNpdB19UDYsR1V5aUwR51ZuswF\nifJyUdOeJg316qua3StX0ozTSC0fJc7z0Vpzw0s23UjHZ8qSgxSOWcgcbCykj5t9lajRabu8Qpqb\no8znrXOJsK0gljZtNG5jnNj1Sx6rAjdy0sM2qRZCOrHtJ81ceXiAbhkN6lXTT8AgHrKOsPPhTTnU\n6iadj1uMxIuOQDCiwHVG/dTQqMrMcTluDXrPd5CMbl0U4G/N4e5/bH/Kaiu6/Y9P90vicDWRiWO9\n7HloRdzySkyvmbRxnNHf+LctQmHujTghs3rL2JFKZDlkt1lABxpIFijQttll6oHPhWV+LqQGzfVt\ncX/hvXd7accONR1lxuCDje9QSvMqqY1OJ5qy6aVZSBc5DfCl7n7vgzNEb6lnwGX+GpNBr2DE2DwA\nXJ5ual1sGnMME39OK+a3PbdT+oTjMhzNGDZiN5C77V6xJrG1Z2OkgK5T0UJokzpsZcoJ8+2swjR9\n7C5BFW8QnZblqSF5UlhXtOuFr7hy02oCIqNi0kg2+U1wtBbUPa9gQFA5SaOm1ekELviZI+t0XtSy\nJ/TkxF+fwcTU5zzIpb4KVYdLmIP1Ut8RekyaopKxJeEEi3IeSotVrQ82dvkPZxbfUWn08jMAAM79\nroqNoE4bnCThjbzmpodI7tI4GWZgQt94sdjVlecsGPWjbG96QmBikpJVI8D/AIaEpJcv1lLYMOY+\nHuf2x/ymorur2PT/AHS+JY1liQIDttvPhefRmFjDYCLZIQdpJOFqj7xJEkagGTKbFW3ii2IB+STe\n3npXjSeQHbLj1VG4c1aiRHkhz2y5RdTbeb7Kk7wn1/B1F8Sbu5v0UdbOrO7YlplBDX5OSsyKQP8A\nbvdPMamfSrbinNY42PNVwMTtPgmmhJCznM0e7NyjxUg0gvxDZujp3UNRrVCv8sbVrgKyGNfkZSR8\nFJrNAgXjfLiYZPo76jh7sg/5TYPKOs5B7RxwFLEnX4ShXYm+Zt+FZNRdWHZuNorUpwQmjU5S6/KF\nNp4oQFTa1rW5Kj1uo0uaBnKNNe5Lc1JqnjZGOXhm2AB3tbdWVNcl2sfqgW6jb6cNKHj2MpxvbeOS\noJJmwe427Lc1HVaSP1h4iueAre672WoNcsHDI7AYWI8Tuf2x/wApqK7q9j0/3S+ImofTvNC1w7L8\nk7r0e7hpGV75lliky5BuJrULJ3jxXP4ZrZrc3/rUckqxiMYOZQBm6LY1Iuoto+r+NhkGzeCrY2r1\nbWan/tO7WUgr2rclg2+hL3dohpYh2hvbnrS93wTrA0yLhG2VEFsS531/12n1QldkMebbc1LEViMb\nXMZZrgfHeuFnZNZEMs+mY9kjeFO73O0zAA/OpNB3VqbSObSCIbuTNQ1OsdtPpwCiI5LNm+cAdgvV\n4etrCLHUnbjtsKV4D9YSEhiVQzMa/wC2mBVyuMWTrC/Lc2AqaDXZQIkBGViH6bbKPeEeoeNzIOp8\nk35aeLXO0siM149qWOOArUacafP3fLHlSK+V0I5DSa7QEoyXADY4chr1LvOOKOW3U1gPCY83Iagk\n0UQmhiu0mXF+noqHvPNwoe1bZs3VYADmHidze2P+U1Fd1ex6f7pfCVMMr2F7qtxXqwnfTlgbwsm3\n6WFRv/8A5+R/XIpRx1cBGyb7copc22wvTjSasx6iM29XQGxPOdlOmrAnjkwQSE5U56k1Eskcj7gr\n4qOW2+oZJRYzXZcQeruwGyo9KNN65qZ40l4kpBHWFyvNak1OnjVcMQABY+BNSUHGTsyDb0X9zzTa\nVp0PVLYBRfnNPrDl+rOaNRYKANlhUkU+tuTimnb5XQebkoetOA7dmP5ZPMKWXXApPp75OIuIvttU\nGll1b8AkMwjUm/Sa4sBfvHWNdkMOGWM7mpJyoGgjZbx/LzNvvsrjQq0KWOcA3zDnNZIkzO3ZFI2n\nOZ2xlU4AHmq7pl4b9djt6KTTRX4cYst8cKyoLDkHi9ze2P8Ak9RXdXsen+6XwlUfIT8q1/hriyEy\nMvy3N6YxMjNszra4oT9397SK0ZzETdjLvpnly6uQHKDCuTM285d9HU69Y4o5Bb1fHNlPKRspplgJ\nzC3DznJ0gVpItBEYsytnzbb35a0nessK6j6iMPDfIMFGPPSwwRCBB/prsHur6PSRh5ZuqGbYn8Va\nPSRSiNY1LaiTlc8gpohN/wAhmzesBesuFuod1DS92QjjhDfvPUHMwJ+aOWm1He+oTIxuWBu7k7Qo\npiGbjPhGvNyUZi3DL4EDbbnqHuqCMjWmVWkcDAhTe5NJ6yA5YuD56VIkAC7PASBa+3x+5vbH/J6m\nu6vYtP8AdL4hLdnfeuL3ekWniXbOwN+cgCm0fd7N3nMT9ZMykgDmGyl1/By6qRRm5r8nh0ZbcHrT\nW/2k/lH9ibWSdcxL9VCN9uU1Hre8kUO12EPzFvgKki0qBp7jqthby1DreIJIeqJdxDtuA31HKq2d\ny2c8uPuXc3tr/k9TXdXsWn+6XxLOLjkqPR93MUjcHikYC3JeoogiibKOK43nxNIf74rS/wDxJ8H9\njMT4fxb6+pWxIsT0V/8AdHWnvvzfD7l3N7a/5PU13V7Fp/ul9y0RO8uB5q0h/wDEnwf2Ut/5o60j\nHaQfh9y7m9tf8nqa7q9i0/3S+EsxsBtNGXiCZgbcNCL1w54eEpOEl74dHLXDSdWmIusXyjTQepFm\nvZLMPfoPqNDI0t7MsXWA6Ty0Ug0E7kcnL8VaNYlaOeJ24kbjFcK0qxSq7iJQyg43t7rleZFbkLAG\nnmhdZMm2x9FRsmmhOmY9aUObgdFO8eniOkTEys9mt0U//WTvI+3hoAyj/FS6nWRpGBvcHM3kFZJN\nBIR89MB/7qzZ1RvlIWFx011WBvKhFjWi/un4fcu5vbX/ACeprur2LT/dL4MZk+kKfuvT6p4ZWOUk\nLt5dtLJr9e3AB6uAHvimjinmaS11lj6wvSDu+U6h/nWKHz0uo1SGz/LBvjz06ozok23GhJqXl4bH\nrhOTnqKOCBYYI2Yq1uscN5rScXRsmoCBbhQLgfKvRkiEkj7ly2Hnp30eWLU/JRzc25aynWMyki5K\n3t0CrzpIwbszFMi+NdjYDaavNqk5gDcnzU0kE+peViBHH2Y7896aDXQLLITi6MtwOY2NGbS60hyb\nJCSrrjvawGymbUa7Tx6ZTfiwnHzDGjp9Lri0YxLSsUX/AN9ZlnV2PbyHDDzUBmGRBcG+I8x20qu7\nOiH+mW6vloSz6PSKlvrCGucp3kChN3fMDEMoMQJsP7oO6odJp4wYxiLi5pIp9O8bNgXuMtCSFg6H\nYw9w7m9tf8nqa7q9i0/3S0b7N9esxqylOtw4MGYnnrJDoJnnQguJnw8uXGm05TgS/JUrnUGnZkQl\nub4KzsjPY3VVYrj5K4Wp0qZec3HlvTukEY5Qoww30J5MAej4q093LLc3TKRY225t9Q6eQI0aKAhy\nC9hz0omxQYhBgPepuLMwc45FiLWHTUeo0WpR5jYKAnWHOTy0uol7zkhDN/TLAE25Beljvmyi1z4r\nJ84Wp9TqeJqWbFIQVTzVkm00wcC5jJuL8htRbTaJmnbBIpOxfyUummii00VsuUAADpO2jGsqzLa+\nZD1aEDZiu1LkUzxqpjU4kkA+/XZV+kbKa8CxTEYSSpmuea1PkNgx27BQftJh1hsrSrwS2rRcnG2Z\nTf36Y67MY7dkC5vQ/wCo1XVIx084ygHpFDNLlCXvwQCDz48lcFtRxphvKlfJ43c3tr/k9TXdcOml\nEROi0/XP/wAS1Y68HPhIqyEt0kU2pk1x1KPgNOgLNfnB2UZO7mkE7tZ1fDMTyU0IjvOh/pnafTWe\nLQtGNhCjC422rhyK0V+1hurJqJGERP8AUG7ntTPpNXxI9wykHy0scdrsbC+OJqKDWnMbllC9HNSs\n+jzalY8oviGPxV1u59Pb5O2pIJNINIG2PCC7e/TwQtxNOTcOVs1I8ukkm4Qs8qocoPRy1xO7GZgg\nvwwWQ5eQ2xo6d/XES9xkv2f8VRRm9wuObb5fE9d1GneWUdkobW56eW524D0mljSdBfHOcLVed+Ko\n5MCejNW8J79Mb436q81ZbhedsBWRtVFHIdzdY25q/qCeJflIb5enkoSDTPJA/wAzl6aVGV1QN2HF\nqjVln4o7ZBXKeij6vmy36gbb71B+GHAOzMt8eimTvbTRqNiZLu9x0bq4WjRlPzuHlB8vjdze2v8A\nk9TXdXsWn+6WmVIkGoOyQ4eXCnca5EZhlwS+FNCscck5H9RlG00DLqEjQ4lorgjmFCbQzyT5cbg4\ng9FMneEkhmHycLCsmql4K/OteptJOM8PzpQpJ6LY1IdE7w6hOtHcWVuatFG34uF2D865cGrTaiSN\nhI6BmKtbGmhi065G2gi/w0J0zg3OZb4G+6mQQBHP+oO0KZImLl+0x3+SuooXoFvGEWrUsqm4sbUy\n93KI5eVyTs5Oesnqj35d3TXq0+Lg2IOPkqPU6iBOMVt1bFSOWgyn1dh8wCxqXVO6S6dN2xiKzacG\nNdwvj56l0/e0hZJBl2XoN3dONV3dPi0V7slcDT6cIl7iQ9o2qKD1ySDVZesrKCpPMdtcfWyccDso\nRZfLTHS65dHIGsyKbDotTXmE0mF2D2t5q4Wk/p3uMc3v+N3N7a/5PU13V7Fp/ul8Jy4ncKfXySQp\nBewjIvYbqczgzN8hIYz5cTWfSQvFJe75rAXO3Dbev+YsxlJwCWAty40FjaTjMLSJKQBju/8AxWbu\n7u7js4tYt1V57Vxm0mGy0WwVoodIxg1CIA9zltTtrnV9wLOWw5re653gQte+YqL3rKosOQUJI4Gn\ndtgXd00Y9fA2miuLvja393fR0rxs7EdqW2JHzbVxtI3qxAxUC64c1SQarWPJLbqIBkx8tBtGslrk\nZJB1ukWwIqCSJf8AnhLSh9oO8gUseinEYXEpiLnpFCObhst974rz331eTVPuwShDBfIOU38bub21\n/wAnqa7q9i0/3S+JwdQgkjO1TsrJpoVjW97Ab6bUzQ3dtovYeaki9XRlQWXMLnz0z6fTIrNtNr/D\n/ZDp9UgeM7qXUQoxkXZma9WpdSwZCO0FO3z0NOw4igEBnsWAPPSyw8RMvaAc9bpoIvZGA9x7m9tf\n8nqa0Whm7n1Zk02nihcq+kylo0Cm19QMMK/Ztb9PR/qa/Ztb9PR/qa/Ztb9PR/qa/Ztb9PR/qa/Z\ntb9PR/qa/Ztb9PR/qa/Ztb9PR/qa/Ztb9PR/qa/Ztb9PR/qa/Ztb9PR/qa/Ztb9PR/qa/Ztb9PR/\nqa/Ztb9PR/qa/Ztb9PR/qa/Ztb9PR/qa/Ztb9PR/qa/Ztb9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JS29uJQUQWGYIdLYHyjwr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\n", "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image('http://earthobservatory.nasa.gov/Features/MeasuringVegetation/Images/ndvi_example.jpg')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "from [nasa.gov](http://earthobservatory.nasa.gov/Features/MeasuringVegetation/measuring_vegetation_2.php)" ] }, { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "NDVI is a vscalar value extrated from several spectral measures (in one pixel). It enables to characterize the level of vegetation present. The following figure shows how the visible and near infrared spectra are observed in the 7 Landsat spectral bands." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/jpeg": 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cn/BPHUZ5LH4g+JYYLD4R+KL74RaX8XNOh1q9vdJS5TUNT8OWV5cX2uppd95H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C+JNH020+IPjXx3+xx+xX8OfCWg2d8qeG9N8Z/D34vf8ABQrxl4ol+IGr6c73Ph9dF8N/EzwV\nqrWC+TLqNtr9vLNc2Wmi41K2+Kvgd/wT+/aY/wCChHjKw/aW/b28a+LtA8Eak66n4U8BvbNpPjLW\ndIuktriJfDHhd45o/hj4Yu7R4pEuJrY3lzbLFNFdOht7yT1f/gn9/wAE59R+GP7XfxMT9sXTLH4i\n/Hfw58AP2af2jIZb3V59dh8J+JP2hPid+1t4Y1q28VanJdT2/jrxbpjfs2eHLizvYyunW1zrV1JF\nBcTRWd7D/QqszsHfdtFwQ0gREhaUABVLzRBXlUMCQGcjLsTuztHwuF4azXjbEUs34w9ph8rXLLD5\nfTnyReitOsr3cu6fpZbH6vi+M8j8N8FWyDw8dLG51UTp4vOpwUqrd/ejhr3iqXRPd2vd3TPPvhp8\nKvhv8HPBul/Dz4Y+DvDvhHwXo0Zhs9G0S1iXTbtnji86+uHZDJd30zohu5pHaS6uYXmuWlds16HJ\nI8rtLK7ySvs8yWRzJNJ5cYiQzTyEvcMsccaKZGYrHFHGhEaIqsyTgE5IUKzbVQvgsQxVFCg4OCAo\nB2g+5K/WMJg6OX4WlhcG4UYwVrwgo6dNtT8OxeLq43F1sXinPE18RJynUnOUnzNrmaT++y6hRRRW\nsFJRipydSS+0+vmYPd++5+bVuh8/+Ev+Upv7L/8A2YH/AMFDv/Wh/wDgl3X6+x/cH1b/ANCNfkF4\nS/5Sm/sv/wDZgf8AwUO/9aH/AOCXdfr7H9wfVv8A0I1Qh9FFFABRRRQAUUUUAFFFFABRRRQAUUUU\nAFFFFABRRRQAUUUUAZ1xv82I4yPkVu33txY+2Aor+Ij/AIJAr/whP/Byr/wVD8OTu0J8Vx/tg3Ft\nDLgbn1T9pnwB49t/KChQFGnqSmQcRO3VvnH9vk6MZVYDgDDE9AGJ24/2t6KPo9fxB/sxkfDn/g7T\n/aN8NFvIfxlYfFLAcYFxL4r+AvgP4qIsaoy5UxQXMg3bjhMkk/OfnM6vHFZNWa9yhiLyfk7K3ne2\ntvmfK8Qe5jMgrWXLRxN33tK346H9vlogEe3k42Z6jpGAOoGeAPz/AAq5Va3xtb1DsvIPTIxn3wOK\ns19Hf9Px2PqY7IKDntRQehoGVJncEsGCqEJJOcgn7gG08NnH1Fflp/wVv/4KGeFv+Cb37G3j34z3\nd3YX/wAVPE0E3gD4D+ELqU+f4j+KXiCyuY9GvJrIETS+H9HgS41jVCpTfaaMLKKRL2+s1f8AUG7m\ndZHX5AiW5nG4sHZkcJ93I+QblPrlh04r+Bn496rrf/Bfr/guR4Y/Z50HVdQ1f9jP9liXWtP8R6po\nLu2hN4D8FaxY3nxY8Yx3y+ekWseMvHsHhzwzo92iRmK10bT72KNbnT7i6l8XNcZUwypYKhDmq5hd\nX7X6/Lt3PFzzHVcNQpYHDLnxmYO0enLB7tvy6epvf8G837M3iW9+Pvx3/ar/AGlPDk2s/Gn4l/Bz\n4RfHz4UeKvEzQ3euzeDf2o/ih+174L8e+NdTh8oBNb13WfgBeXFpOmyMaVrbfZ1a0vYiv9cEjFiD\nuZsqoYsQSz7d0szEKC00k3mSSMclpJ3cnLYr5fbw7oHgz/gpN+0F4W8KaNpugeG/DH/BPD/gm14f\n8OaJpVpFp+l6Jomj/Hj/AIKi6XpOlaVYwKqWdhbabaW0EMSKqRx26qqqoAP07jaqL1ARee/zDccn\nvyTXVl2Ap5fhoQg+as17z7vd69b/AIm+VZbSyyhCNNuU2veb3bdrv5v/AIIUUUV3pW+Z6b1bfcKK\nKKYBRRRQA09T/wAA/wDQjWJ/wSq/5NN8R/8AZ8P/AAVK/wDXnv7YFbZ6n/gH/oRrE/4JU/8AJp3i\nP/s+H/gqV/689/bAoA/ROWBXcMy52rxywGT1DFcbl4+6flOeRwK/ND/gor/wTA/ZY/4KOfDifwn8\nbvA1lbeP9P0q/svhz8bfD1vZWvxM+Hc13+/kOm6o8fm614b+2pbfadJuzPZ3QvTHGtpM6XkH6cEZ\nHXHv6VBJAsgySwYA7G+UlHCugkUshy2Hb7wYEdRyaxr0aeIpTo1IJxqKzbOfEYeliKNWlUgpe062\n1Xz6ep/EH/wQq/aW+Nv/AATv/bu+J/8AwRm/a31ydtHn1zX/APhRep317fT6DpvxBsNKs/FWm2fg\n06vch9J8A+MvhzdrqemWsQiiXUrZIxbjUtYvS39u1lJG0CGLHl72RTuZ8kOQ+S/O8NkODlldWBz1\nr+Jb/g6i+HOp/s8ftHfsD/8ABRT4V2j6X8RPC3iE+F9U120jiUDxB8GvEOl/Fb4WXc5WIfbdQa1v\nPH9vN9oaYT6fYiDYvkRyJ/ZZ8K/HWjfEv4ceAfiP4Zuftvhn4geDPDfjfw9ds5lN1ofijR7HW9Hm\n8zewdX0++t3BySQ+WLNlj4WS82HxOKyxyc44W/I3e/K2n+u3bS1j53IZ1MLisdlFWo6jwK5ot3d6\nbs1d7X9PI9IXawIA4B9+ffn6fpT6ii+7nHXGcdAcZP6mpa+hg7q70bv+bPqU20m+oUUUVQwooooA\nKKKKACmSf6uT/cb/ANBNPpkn+rk/3G/9BNAH4Sf8Ey/+Ubv/AAT5/wCzH/2Tf/VBfD+vt6viH/gm\nX/yjd/4J8/8AZj/7Jv8A6oL4f19vUAFFFFABRRRQAUUUUAFFFFABTT1P/AP/AEI06mnqf+Af+hGg\nDE/4JU/8mneI/wDs+H/gqV/689/bAr9Ha/OL/glT/wAmneI/+z4f+CpX/rz39sCv0doAKKKKACii\nigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAPIvj3H8eZfg58Q0/ZfvPhFY/tAjw5dS\nfCib496b4y1X4OSeLYZIpbOz+Idr8PdVs9bi8OXEST28tzpsz3Nm10l4lpfiBrG4/kf/AGVvhP8A\n8HI3hD/gpP8A8FWvil4S+Gn/AATB8L/E34wf8ML/APC2viL8ZvBv7eOifsnfFH/hX/wF8ReHfAf/\nAAxh4u0zTotQ8b/2J4fubmw+Iv8Aadxdf2b4luLW2svIhZoz/Z7X4P8Ag/xf/wALO/4L3fHvwB+0\nR8SdV8Lv+yv+zh+zv8Qf+Ce3wYt/i1rnhfwv8RdL+N3hb40+B/2nvjXqnwvsdSsbP4m+LNP1+4t/\nCsY1GDWodHtIrS+s/sV9OrwgHlOp/sWf8FrP2yvjh+x1e/8ABRL4jf8ABNL4e/AD9kf9q74aftmW\nEX7CsX7VR+Mfjj4mfBzT/E2m+D/A2rXXxzt20qx+HGoWvjPXotbMLfbJ7Um0hX/SDPb/ANGvP+f8\n/wCc1+Dn/BSjxpP8Ff8Agof/AMEqvH/7PfjnW7v9qj49/tNeDv2Vvi78AtP+L2p2uhfEr9hKLwf8\naPiD8YPiF4i+C+oa+2jzzfDzVtXs/Edt4hg0uDWWlvoNJ/tGeGa0tI/3j9P/ANR5/D/OKAM+5LJN\nG42+WWhWcGGSRyv+kIhjEILSlbl4CwYCOOIySEg4Zf54vi/+yZ/wXc+C/wAXf2t7j9gH9tT9mP4h\n/s/ftO+Ida+KXg21/wCCiesfGjxX8W/2NPiP4zbxHY+KPDH7Nd/4N8F6zoU/wns7m98O6l4T03xL\nZ6r4f07+wbXTbnwjcSpr2teL/wCieSBZG3MX4KlAjeWVKlsssiKG+ZWCsCxGFGADkmAWEIDKpeNX\nKlvIItWYRBkiVpLVY2KJEURRu+7Eo5+YsAfzfeIP+CKvxP8A2cP2Ov8Agmn4V/4J+/G34eQftqf8\nEuPHvxB8ZfBf4y/tReG/Edt8Kvit4f8A2kNU8XyftifCnx34Q+H8N3/wrf4e+Lz46nmsJYtP17xN\n4dsfBGm+GdG8R2Wp6tqPjeP6l/YG/Yp/bM8O/ta/Hn/goF/wUw8cfs2eNv2o/Gfwj8Efsv8AwS8M\n/skWHxatfhB8EP2Z/CWtzfETxl4es7j4hCy1Hxj4j8afFvUo9cvo9dsNd1PSG8J240rxMNN1FtB0\nv9mBpVkEgjWFY1tfK8kwrHbNF5MElsnkvbxobYeRIynyinysU/1bMpkFnEXL7mLlQDKBEs2Uj8uJ\n/OSMOJERpgDu5Fw4OVICgC2KyxwKkrB5QEDuhZkLCKMMI5ZCWmiV9yqzYcqg37n3O3wX/wAFX1I/\n4Jc/8FJnVnUr+wL+2EcK52kr+z38RHRihBB+fqOjjKuGXivvyOJYsquduRtUhcIAiqFXAyR8pJLE\nklzzjAHwN/wVg/5Ra/8ABSj/ALMF/bD/APWefiJQB9726hY4wCxCxoF3ncQvlxgDeSS3TJJOcnnt\nU9RQ/wCqT/cj/wDRa1LQB+UP7WP/ACkh/Yr/AOzHf+CkX/q+/wDglhXro6t9f6CvIv2sf+UkP7Ff\n/Zjv/BSL/wBX3/wSwr10dW+v9BQAh6n/AIB/6Eawf+CV3/JpXif/ALPe/wCCpv8A687/AGwa3j1P\n/AP/AEI1g/8ABK7/AJNK8T/9nvf8FTf/AF53+2DQB8g/8Ey/+Ubv/BPn/sx/9k3/ANUF8P6+3q+I\nf+CZf/KN3/gnz/2Y/wDsm/8Aqgvh/X29QAV8/wDhL/lKb+y/jj/jAP8A4KHe/wDzcP8A8Eu6+gK+\nfvCf/KUz9l/t/wAYB/8ABQ70/wCjh/8Agl360PZgHisf8bRv2oP+zB/+Cdh/H/hor/gqhn9AK+gs\nj5e+ET89i8V8/wDioA/8FRv2n+fm/wCGCf8AgncOxGF/aJ/4KmngA/NyT/jXv7gBUbfFGieUZHll\nB3IyIqokYUNvyDk8g78YHWq5JuPPyOVJWUpa8kXuoyfR2emhajKTSilUqO7UVrLl0vK3RL1PxG/4\nOGfHsng3/gm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Jqxlt5XBurqWCOUz3NpHYsv8AcD+1L4D8GfCr4A/Aj4d/D/wxovhTwd4U\n/bl/4Ja6VoGg6JpUOm2en6baf8FMf2Q4LdYmUmW4uZ7cW0t3dSSSXFzcLveTA21/PZ/wWdceOv8A\ngs//AMEy/hFFvudPtz+zW1xb7klMC/EL9qDXtO1Uys6M6zm30qOV/MMhEJXOU24/o9/baCt8L/g+\nABuH7e3/AAS+VtrO+9V/4KffsjKjZkY4UwLEAOmF6L0r2OD+HaWUVMTDG1XmtbBS5Pa1FefM7Sbu\n7vTZeXofhWa8QVeJOLeLM3w9B5FgqtehRp4OmuWMaFKKtFpaa6Nrq5M/bS0CmJDksXKuSyhWJCqQ\nxCAAHA6AAf1u4GSfXr+FVoLcQqyhnYFy2HbdtBC/IuB8qggYHpVjjPvnP44x/KvvXu2tmVGyWkOR\ndj8gvF//AClJ/ag/7MF/4J1f+tEf8FT69/P8P+5H/wCgLXgHi/8A5Sk/tQf9mC/8E6v/AFoj/gqf\nXv5/h/3I/wD0BaChKKKKACiiigD5/wDCX/KU39l//swP/god/wCtD/8ABLuv19j+4Pq3/oRr8gvC\nX/KU39l//swP/god/wCtD/8ABLuv19j+4Pq3/oRoAfRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRR\nRQAUUUUAFFFIRkEf5/nQ9E32AruwErAn+Ddj1wQPz5r+In/g6Akb4eft8/8ABLb4xhvIFjqLyPdA\n4bd8MvjJ8NfFyLvXBFui+JZmkGcncpUphi39t9wzLKcY5j25x6luTk/T8q/ix/4PEfDtyvhH9gPx\n/Zh45dA8UftC+HRcIQAl34k0P4Tajp6Ftu4uD4Uu2j+bgq5AJOR4XEEksBKa+GhKE5enMl/w/wB5\n8xxQm8nr8zu6M4T/AO3eZL9T+1W1/wBTFnJ/dx8nGT8mMnHGeOwFTlQT9evvjpXLeB/EFt4r8H+F\n/FFm6SWfiPw9ouvWkkY+R7bV9NttRhZPmJ2GK5Qjk4HfvXVc4x14PPTnsCPSvZptOnBrVNJrS2jR\n9DQlz0KM/wCaK/IYwA7cn+hB6H/61fMX7Yf7R/hH9kT9mr40ftHeNFE2hfCX4f614r/s1ZfIu/EW\ntQRrZ+F/CWnyOjLFqOr+Kr/RdLtiy7Tc6zDvwq5r6VuHlUOIxGW8smMMW5l3YUELjjGB759K/jP/\nAODpT9qrxT8SNR/Zp/4Jf/BB7zxB8Q/jD4u8J/ET4ieHvDUn2u91U6n4qt/BfwL8AXSWczPA+r+L\nr/UdWeNwr28vh/QJXxDfxvXBmuI+rYGrU+FtqKS3k32+/fyPPzvGfUctrVlJxnP3I23cntZbsyP+\nDWr9nXxV8YfiP+1r/wAFSPjGjav4v+KXjHxJ8OfAutXttIhuNY8Qa5beP/jf4j07+0Hnkewk1NvB\nmlWE6zBoV07WbNpZRI/l/wBodqoSIqGZhvypYsTtCoI1+ck7RFsGc5JXLEtuY/JX7Cf7KXhX9i79\nk74Jfs0+E3hmsvhZ4I07RNW1W1RYo9d8WXcja3458QIrRKypqPi++1q62yKZEW88tmLLmvr5IQqh\neQAVPUdQoH5cfWpyzDSw9Ck5xtVqK87vq/16GWRYJ4TK6caqtiq/vz8299fw+4/Ibxb/AMpSf2ov\n+zB/+Cdf/rRH/BU+voE/w/7kf/oC18/+Lhj/AIKk/tQ+/wCwN/wTqP8A5sR/wVPr6AP8P+5H/wCg\nLXqntiUUUUAFFFFABRRRQA09T/wD/wBCNYn/AASp/wCTTvEf/Z8P/BUr/wBee/tgVtnqf+Af+hGs\nT/glT/yad4j/AOz4f+CpX/rz39sCgD9HaKKKAPz4/wCCrfh9PFH/AATY/bw0aSPzlb9kb9oHVIov\nL3vJeaD8MvEWuWCxhkYM/wBq0+PHBbcFIxX47/8ABpl4pn13/gmj4+0SWQfafBH7VvxI8NpFIBiN\nLn4bfB7xSjbUbiBrjxFdENjBKtyWDGv6KP2hPA5+JnwN+Mvw68qKb/hOvhT8QfCHlyqrJM3iTwpq\n2iiKRccowvSpHcV/Jr/wZ8eORefAX9sv4fRTtMfDvxc+HHjoo244j+IHgzUtFtpQM4Vinw8dH4z/\nAKMATgYr5/FSVHOsHVlrCcGu/nofJYxqlxZk9VxtHE06lNPrzRvLbotd9j+yqA7gzAhlJUgjPKlR\njr3zU9U7HH2eMglgVjxkHIXyk2fQ7MZ9zVyvoLWPrQooooAKKKKACiiigApkn+rk/wBxv/QTT6ZJ\n/q5P9xv/AEE0AfhJ/wAEy/8AlG7/AME+f+zH/wBk3/1QXw/r7er4h/4Jl/8AKN3/AIJ8/wDZj/7J\nv/qgvh/X29QAUUUUAFFFFABRRRQAUUUUAFNPU/8AAP8A0I06mnqf+Af+hGgDE/4JU/8AJp3iP/s+\nH/gqV/689/bAr9Ha/OL/AIJU/wDJp3iP/s+H/gqV/wCvPf2wK/R2gAooooAKKKKACiiigAooooAK\nKKKACiiigAooooAKKKKACiiigAooooA+B/8Agp/8V5/gf+wv8dfipb/thwfsCyeEYPh5ct+1pcfA\nrT/2l4/hPBqHxY8B6NclfgdqdvNH4/n1221GXw1FAsM1xay+MU1C0ikurSFG/Hn4d/BT/grD8V/j\nt+0X+zR4A/4OY/7f+Nv7Jv8AwqP/AIaA8Ff8OZv2bdK/4QD/AIXt4OvfH/wq/wCKj1rVrbSfFX9q\n+EtOvbv/AIkl/qX2HyPI1L7HcskLf0A/tR/sy/Bz9sj4AfE/9mX4/wDhdPGPwi+Lvh9PD3i/Q/Pe\nzujHaalYa7our6TqEal9L8QaZ4j0nSNS028jHmWl/pNtcx/PEtfyCfEz/gk/8DP+CbXx8/bB/aE/\nbd/4Ls/t9/sxfA742W/wBX4B+Ovh5+3p4s0z9tL45x/Cb4Vato3xItP2nbLTf2fJ7n4x3Hh7V5bW\nw+HNv4XttUl03w5dTWFzHFdTQwuAft18J/2Ev+CznhD4p/DTxZ8Uv+C8v/C4Phl4X+IHg3xF8Rfh\nJ/w67/ZU+H//AAtHwJoniPTdS8XfDr/hPfDvi+XUPBP9t+H7bUNM/texjkvNN/tP7bao88KKf29H\nvkf/AKu/p0r+av8AZQ/YQ/Zg1j42fs1+Kvhl/wAF3f8AgsT8a/GGr/DT4H/t6/DT4AfGD/goHc32\nmfGz9m/XfElnr3gvxP46+CXin4PaTrPif4L67caOdK8Q6fNDZ3EdvqcmmamNOuLuFT/Spj/9fH+f\n/wBdAC0UUUAFRPHuYOHZCqMvG0j5mVt2HUjcCmAeeGORnBEtFAESQxoAqgBAFVI9qhY0VVCoihRh\nQQDznGccDAHwD/wVfj2/8Et/+Cksiu8bJ+wN+2Gy+U5QBx+z18RTHIAvSRX2sGGDlQewA/QOvgH/\nAIKwf8otf+ClH/Zgv7Yf/rPPxEoA++IfuKSSQVQgEliMoCQCxJP4k96mqKH/AFSf7kf/AKLWpaAP\nyh/ax/5SQ/sV/wDZjv8AwUi/9X3/AMEsK9dHVvr/AEFeRftY/wDKSH9iv/sx3/gpF/6vv/glhXro\n6t9f6CgBD1P/AAD/ANCNYP8AwSuz/wAMleJsf9Hv/wDBUz8v+Hnn7YOf0zW8ep/4B+jZrnv+CWDY\n/ZM8SjGD/wANvf8ABUo5yQPm/wCCnf7YHXkcZzRNxi4pyTc/PXXuEdb2s+V7f8A+RP8AgmZx/wAE\n3v8Agn10OP2H/wBk36cfAP4f9favt3dgqgDb2J8iNEeeW8bI326RgqYSqYYyOSuG2gZVt3xD/wAE\n0Xjh/wCCb/8AwT3ErrEjfsSfsmxNJLnEbH4CfD8RqEVcySO6lQoAwefrp/ti/ty/BX9jPwi+ofED\nUZNY8e31rPceDvhVoNzbnxX4jvYvMEX9oXKy7PB3hp2jf7TqN7n5IWSytL6dZI4+HNcywOTYapjc\nxxUMNgqejqyklHntf2ad7ub6JI9fKMjzTPsdQyzKcJPG5hXdlShFynGGnvytflgt229FqfSfxG+J\nngP4TeENd8efEjxRo/gzwn4fhja+1/V7yJbCOWdnFtZwFjG2q6lK8TpFY2iy3kj7TBFcFiifzBfG\nj9ov44f8FXP2tPCPwv8A2JNF8SeDLHRvhj8X/hsnir+27rQdU8V/BT4heN/gzffGPxB8RpLKeKXw\n78OY/EHwv+GFsNOgDanPPqsNvcri7+zjd8EfA79sL/gsL440n4t/HrWNU+FH7L1jd3cvhHR7aCaX\nThaLJ58+k/CvwxfM3/CSXm25KXWu3hiEi/KsD/ZVtYP24/Zo+Avwq/Z2/wCChn7KHw6+EPhLT/C/\nh61/YC/4KAyXU8LPfap4k1C0/aA/4Je2p8Q694hnjS58Qaq8Uaxme5VDAIjaQRrBErv+VTq594gV\nZ5bh5VMm4PnL2tSSvDE13bZ31hTlty3tZ31P2tR4X8HKCxtaWH4m8QKlNU1SaVbC4N6PVJ8sqkXr\nzaNS6rc+Wf2Fv2EfBX7D/wC118Y/hVFqUfxD8U+Hv2QP2NPifL421bS9NB0nxp8Xfi1+314L8fL4\nDU2Ql8P+G7zw38IPAVuIzJJcSvozXjXHn3Mrn9ipQjQOrRrLmOR/L3SqN6WTyxEiORd5jtIGjTdn\nlI2fe5dn+d/Em1f+Cof7UKgEKf2DP+CdzFjhpZG/4aE/4Kkx5eTJLtsReWyTznPGPoOR3VGSOPdM\nbffCRnaZVSLaJME5UwidSODhmAIr9QyrJcuyjCLC5fhIU6lCnZPlSuo2173ta99W79z8Pz/N834n\nzGric3xsq9VRlUjVn78qLvf2VKP2YdVayXbY/kH/AGjnT4s/8HQPwI8HsJb2X4fv8MGIbyiIrrwz\n8G9W+P8AZyXA2ECO3tb92UIEZZI4zuDZLf0c/tsnd8Mfg4dqpn9vH/glgdkeQq+Z/wAFMf2OnICk\n5AG89enIPv8Aze/stunxY/4Obf2jvF0Mpu5vhl/wuUrOAjJb/wDCF/DHw78DrF3bax8tEv3tm2lc\nyH5diny6/pE/baCj4Z/CBUDFU/b4/wCCXSAkDJSP/gp7+yCIjkD/AJ4iL35z0IrgyOs60c0qzVnO\nv8ui/wCG+R8LwtU+swzvEzveVd7u7dtLt9e5+3iHIP8Avf0Bp9MQYDf7x/QAf0p9fRH1B+QPi/8A\n5Sk/tQf9mC/8E6v/AFoj/gqfXv5/h/3I/wD0Ba8A8X/8pSf2oP8AswX/AIJ1f+tEf8FT69/P8P8A\nuR/+gLQAlFFFABRRRQB8/wDhL/lKb+y//wBmB/8ABQ7/ANaH/wCCXdfr7H9wfVv/AEI1+QXhL/lK\nb+y//wBmB/8ABQ7/ANaH/wCCXdfr7H9wfVv/AEI0APooooAKKKKACiiigAooooAKKKKACiiigAoo\nooAKKKKACgkDk0UUB67FG7BG055JC9OgO4jnvX8nn/B3Z4Ya+/YP/Z+8ZRRRyzeE/wBrTRtJdQhd\n1t/EXwk+K11klBkQtd+GrJGBKgtKoxkAj+seVDIVVjgAhsjAJOG45HIyR+VfgH/wcw/DRvHP/BJP\n446zbxPc3nwu8ZfCL4nWsEcW66/0f4iaJ4J1Oa2cxlY3i0bxxqExLAKIbaYliCQfHzihKrl2YJK7\nlBcvT4Wm/wBTxc9oe3ynMo296cI8vrF8x+ov/BPnxhH8QP2Ev2M/G8UhlHiz9ln4A6+7ltzibVPh\nT4Uu7hJDuJ81biSRXBJIdGBPFfYB4BA9PU5+gOetfjJ/wb+/Ex/id/wSO/Y81SaWB73wv4R8W/DK\n6iik8xrVfhd8SfGXgHTI5lMrGJn0Xw/pM8akgeTewsqqjKB+xFze/ZVleaSGGNImk3yhAgCkb5XL\n3C4ijXLSZABEqlXGCD1ZfXjWwGGrX91046vpZJfPU6suqweWYSvKa5XTjd36qKueB/tVftHfDH9k\nb4FfEz9oj4v6udI8B/DDwlfeJtUSLy5NS1e5smSLR/Dug2srqt/4l1HWrnT7HToA6me81GFCyxl5\nF/j+/wCCCvwM+JH/AAUV/wCCg/7Qn/BYn9pXRjJpGg+L9dsvg1bX9vNdaUfiTrmhPoEFt4Ra7Eq3\n/h3wV8I/7L062mJPm3viPTrmIJf6XKU8m/4KMftN/Fr/AIL8f8FAPh//AME6v2Ndeb/hlH4T+Krr\nWfGnxHsPOvPCniyTQGm0fx18dtSuI/3d74N0TTtUvtD8KxY8nVNV8QGbdeR6pYjTv7Vv2Wv2ZPhP\n+yR8Avhl+zj8GNHk0H4d/C3QrfQtFgeaOW+1G7S5l1DV/EOt3cMaC+8Qahr9zqN9qEyxxJLeX8xS\nKKLZDH5fI83zGnOV1l+A77Smrbd0u/kzwEv9YM4pyd3l2Xa9lKat02a8/I+hrRJEjZHYvIHYZ+ba\nF4Kqm8HCBCuBuYj+JmbLG7xz+v5f4VDFGI9+3c26R3wxBwzsWbnHAyxIHbOBwKmzzgfj7en1r6CM\nubVpK/b56fI+vbb6cu33aH5BeL/+UpP7UH/Zgv8AwTq/9aI/4Kn17+f4f9yP/wBAWvAPF/8AylJ/\nag/7MF/4J1f+tEf8FT69/P8AD/uR/wDoC1QCUUUUAFFFFABRRRQA09T/AMA/9CNYn/BKn/k07xH/\nANnw/wDBUr/157+2BW2ep/4B/wChGsT/AIJU/wDJp3iP/s+H/gqV/wCvPf2wKAP0dooooAo3Ss5I\nUDaImLnHIbepQfQqJQeD2r+ID/g2ZkT4Hf8ABR//AIKffsknzrWXRv8AhJngsnABgh+AHx3174fS\nyfIqKWVPirabTsxsYBQgDbv7g5huBJKhSECcc7yXX5vbcY8c9c1/DP8ACu4/4ZB/4OzfiH4eL/2b\n4b/aWm8V2hmc4iv4vjX8HNL+K9u2Y/KV0m+K/hi3tQSrjzVVG3zL5h+bzhezxWAryv7NTUL+bdj5\nbPIqhmORY6SvTw9aXP8A9vpJNen6n9y1scI3Ayr7SFG0FlUKQAeRyD+WKuZGQPXp+FULBUWIhJTK\noZcMSD8vkx7MMPvEphsjA+fgAcC/X0rabutnb8j6WmvdV9et/XUKKKKRoFFFFABRRRQAUyT/AFcn\n+43/AKCafTJP9XJ/uN/6CaAPwk/4Jl/8o3f+CfP/AGY/+yb/AOqC+H9fb3+f1I/mD+VfEP8AwTLy\nf+Cbv/BPrHX/AIYe/ZN/9UF8P6+4FUsMKyKxOS+7ziqKcuWtUAfZtA2tuIJ4xxzPMr22a3fRepTh\nK1909brZdbPsNorjvH/xG+Hvws8J6r48+I/jfwf4B8FaNbtd6j4q8aeJrHw9oem2qlxLLqeoX8SQ\n6c58uTyUnki+0MDFbySy741/DX42/wDByD/wT1+GWpXmk/D7/hb/AO0Hd200tqmofDbwXpujeG2m\njynmzav4/wDEWl3CWm+MMJbfTrxJIpI5IWkD7V5MTmWCw0ZOeIjN9ou7v6HBicxwOEX7zFQlbpFp\ntfLv+J+/dFfy+eHP+DpT9lm51eC08Zfs6fHnw9pRYrdal4fuvA/im+QMSI5ItE1jXdDklgA6tFJM\nSVZURsE1+vX7Jn/BU39h79tLVbTwx8FPjPpjfEC4tWuT8MPHWn6r8P8A4gugRXdtL0XxTZW0Pigx\nbv340a61NLcKXvJrOBoppcKWc4CtKCjV5Pabc2hyUc9y2tOFKniU6k9lezXe9z9CaKAHCoWWWMuC\n22aNI2IDtHuTZK6vE20lWDFTnKl02yOfiM59Qf689D+VemrN2jJSjZap3Tv59Ueu3G9krt9VqreX\nkFFFFU1brf0GFNPU/wDAP/QjTqaep/4B/wChGkBif8Eqf+TTvEf/AGfD/wAFSv8A157+2BX6O1+c\nX/BKn/k07xH/ANnw/wDBUr/157+2BX6O0AFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQ\nAUUUUAFFFFABX8f3/BUHU/h38Bv2nv8AguF4+/bD1nwJ4T1b9qD/AII7X3wl/wCCaPxF+INhaaJp\n1/p3hb4EfH/TP2gP2c/AfxB17/Qh8XtV+NHi7wTrEHhy2urTVtdtfEdiNO0+/a0uZF/qY/aN+P8A\n8M/2VvgT8WP2jfjJq9xofww+DPgfXfH3jTUbKyl1PUV0fQrR7mS00rTYSH1LWLqcQWtnbqVM91eR\nRbk37h+Sngv/AIKJ3v7Qfjr4Wfs6f8FE/wDgln4//Zs+C/7Zl9qvhX9mzxH+0J4g+AP7QPwy+L+p\nJ8Nr/wAdP4A+M/w/8P319J8E/Hep+ErHxitjomu2l6l7FpM0El1DcSy2cIB+Rnwr+L3wT/au8If8\nGvnwa/Y5+JHgv4k/tl/sq2n7I/jb49eKvhVZ6T8TJf2cv2W/B37G8Wg/tX/C340eMtCsr61+E+o+\nKrqz0HwqukapeWV6+tW3ki2TVLO22f2jDP4V+A/wx/4KHfsneD/2j/Dn7B//AASF/Yr8P/HBfDnx\nh8JeFv2qvHv7Lvw/8B/BP9kX9lrwPqHjXQF+J/irxJ8TNI0Kw0H4hfEHTtA8ReJNQs/Dfh83dxqW\noaNf2f2tdQt57N/347fXjueenJIoAWiqc87wuo8olGKgzMW8uMFJ2lcsBiNUWJSS5iVg4Cu0hCH+\nef4vftgf8F4/jF8Y/wBrKL9gH9in9mL4bfAD9l/xJrnwn8F3f/BQrTfjJ4R+M37ZnxP8D2/iG98W\neKv2adI8IfEDQdEg+EWpNB4ctPCuseIrzT/D2sW2r2+t/wDCYxu/iDQPB4B/RJRX83Wvf8Fv/ip+\n0P8Asa/8E2vG/wCwB8E/h4n7a3/BUbx1408H/Bv4P/tS694ktvhR8LdD/Zx1HxNB+2H8VPGPi3wH\n9gHjjwB4T/4Qu4i0m2i1Pw54m8Q6b400/XNK0DUNX0zUfAs31D+wb+3H+2drP7WXx6/4J9f8FKvA\n37Mfgj9qXwJ8JvA/7UfwX8WfsoX3xav/AIN/Gn9mjxdrN38NPE+tWlh8UIbnUPC/iHwp8atMg0S6\nbW9R0a78Q/8ACT+fo/hyLSdIGv68AftJXwD/AMFYP+UWv/BSj/swX9sP/wBZ5+Ilfescwk3H92QG\nZQUdXDbfkfB7ESiRD7xk9DgfAf8AwVfZj/wS5/4KSRAopf8AYF/bGKg7i7t/wzz8RFRI1QneTIy5\nI+bLKoXc4KgH6AQ/6pP9yP8A9FrUtV7Zt0SnBHG0AxyRnC/JyJY1YgbThiAGHzAAECrH+f8AOaAP\nyh/axOf+CkP7FmOn/DDv/BSEn8fj1/wSxx+ma9dHVvr/AEFeRftXEH/gpB+xgSB8v7Dv/BRwD+9h\n/j1/wS2yTnqf3a4/H2r10EB3LZCqQzscIqowAV2lfIJJB42k8c1MZSa5lTlKmtJTS9yMu0n0bCPv\nSjCK9+Wtutusv8KEPU9Dwh9uWOM49647/gl7di2/ZO8VEzW8cY/bY/4KkEtPtYJv/wCCm/7YQWVk\nedC8QaN8qOXAwrDBNc78ZfjV8L/2fvAmsfEv4u+MtH8HeEdFiCXF/qEty11eX1ziLSNK0fS7S0lu\ntb1S6u5gkFraRTXc/wBnl+zwSRR3M1p/Mv8ADP4t/t2/t+aV4o/Yp/Y70zWfBfwJvvjv+1l8R/Gf\nxCWG58N3DeHv2nP2r/jF+0VFB8XfGUEkreDdGsNM+Ii6U3h7Q/7RvNdbR5riY3Vlcx21n8fxNxpl\neQf8J1GCxnENd2pYeHvVJt7NpXUYq9229D73hTw7zTiyNXNp1KeT8LZa/wDaMyqS5aCtq+RuzqT6\nKMdeayukrnX/AA//AOCrc3wn/YR/Yd/Zq/ZT0O98e/tCW/7I37MHw81/WV0nUL6w8DeLrH4J+C9G\n1HwrpWkQwi48UeOLPVrO6t5UhWJLe7heILcNBOkf0T+x9/wSa1/xb4qH7SP7feq3vxD+IeuXKeI0\n+FXiW/GpSrf5jubd/i3dRefY3gina4I8OWkxsY4kha/jluJri2t/pf8A4JJ/sl/Av4efsu/s+/tL\n+HvC/wDaXxT/AGgfgJ8LvipqPi7xHcprGq+FbX4m+CPD/i4+DfB92Ik/snQ9NbVX08FS810lmYrp\nltUttOsv1uJkIGXYOACpSOCOKKRQB5sdpHCsEbFFVWCwhDtDBQctXg5ZwjjuIMXHNuPYvFypO+Fw\nUKlqFHW8faxWlWce+q89D7TOPELLeEsBW4b8MIRwX1hcmMzWrTvi8R0l7GT1pQa0UUytY2mn2Nna\nWmnWlna6TDbQ29rZW1rHb2BsbZVhtLWOCNRiyt2jZbdOEhRVjiVYkjRfCPC2W/4Kmfswu7s0rfsD\nf8FCjLI7M8suP2hv+CXi5kkdi0jBBGoJJwqBeMAV9AFfmZsYMjb5MMRufABYKOI8qo4XAyv3QWNf\nP/hP/lKb+y//ANmB/wDBQ39P2h/+CXZ71+nUIU8NT9lTjFcys2o8qfbTsrWPxWdaDniZyouvia7b\nlWnJubk7Ny1b3e43xSP+Non7UI27R/wwT/wTuwNvb/hof/gqbz7mvoMjGwfMBJEqq6sB5b7Ik8xi\nVOI/stxdMSf4oUOdoIb5+8VfL/wVF/afGSf+MCf+CdrZIzjP7RP/AAVNHbr92rf7UnxLi+DP7M37\nQfxbmuBaL8Nvgt8SPGySyk7Gn8K+A9f8QW9uux0YyyXWm28Q2uCwn2KVchhFeqovEKD5X7GTu9t+\nnnpsediako0q6jO9SNGTb2Wn5u/Q/lw/4IDEfGb/AIKYf8FG/wBpW3hjvYdUPjdLOfaxit3+PHx/\nfxvoDguzMIV0jwJdxJhwRGZVdpGIKf0i/ttgf8Kz+D4jben/AA3r/wAEtjEx6vb/APDzb9j4QseM\nbzGIi2MDeWIABC1+FP8Away/DltG/Z9/aZ+KskapceOvjP4R+HS3UygzTP8ADfwo/iOTa5QbkRvi\nTKpY5BZQAAysW/dL9tPI+F3wbABVf+G8f+CWRCsc7TJ/wUz/AGO3lVP+mazPIqdSFQAk4JPkcOUo\nwyicpr99iZua81zf1oeJwtTlTyVTavUxcnNtdfe/4HqkfuAnV/8AfP8AIU+o4xgN7nmpK9tbK59K\nfkD4v/5Sk/tQf9mC/wDBOr/1oj/gqfXv5/h/3I//AEBa8A8X/wDKUn9qD/swX/gnV/60R/wVPr38\n/wAP+5H/AOgLTASiiigAooooA+f/AAl/ylN/Zf8A+zA/+Ch3/rQ//BLuv19j+4Pq3/oRr8gvCX/K\nU39l/wD7MD/4KHf+tD/8Eu6/X2P7g+rf+hGgB9FFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABR\nRRQAUUUUARuQSFOOMn36HpXy7+2X8DtN/aa/Zf8A2gP2ftVntrGD4u/B3x/4Eg1C+khW10jUfEPh\n+907SvEj+ZFKYxpWszaZfeaYnEbW6EJIwCH6haIF9+TnGMe1QyWqykFy5C9E3fKcgjlc8/KSMH5S\nGwwOARjWh7ajWoyWk1b7znxWHjisPWoVHaNRNaH8O/8AwbVf8FEfg1+yH8Ov2n/2H/2yfiT4N/Zu\n8S/C74ua9468PTfG7xhonw50e3vPL8P/AA3+KPw5/tXxlqVrZ6b4k0Txf4V02Z9LNwbyebxVeNbJ\ndeW7LR/4Kkf8Fovib/wUj8aj/gmd/wAEnvDnjPx/F8V9RvPAfxM+LOgafcaFqfxB0Blu4da8P+Fj\nqN1aXfgb4N2yrdHxJ4m1g6XBf2FvfWyS2eiGa41v90P23/8Ag3o/4J/ft1fFy/8Ajn42t/i38Ifi\nb4hFq/jnxB8CPFvhfwynxDubO1axTUfGGleNPAfiCzutZe1ECz31rb2l5dPax3FxPJchpm+0f2I/\n+CZH7Hf/AAT38Maj4d/Zp+F8Hhy/8QC0Pi7x14h1G78X/EPxe+nNC2mJrvi3Xmln+wWz29u9vYWg\ntdOimiFytmLovM3zdPL81hThgm408HS05lL3nG+1rb6/8HTX5WllGa+xhls5xhgKV4qUZvmcb9rf\nqfPv/BIL/glR8OP+CY/wAj8Nwvp/i34/fECPSdW+OnxWtVvLiHxDrmn2qxW/hrwq+qWcVxbeANPk\nnvRarLFFcX1xdz6peKLieNLb9doomRhy+CVPzPJIflCKADIxwu1RnHU/MeScvhhEIKqWId2c7nJI\nZiCSM9CWJPuTnqSTYAHqT16k/Q19Fh6Kw1KNCEbwirXb19f63PqsHhqWBw8MNRXuxVrtat92+7/E\nRe/uxIp1IBgYpa3SSVkdB+QPi/8A5Sk/tQf9mC/8E6v/AFoj/gqfXv5/h/3I/wD0Ba8A8X/8pSf2\noP8AswX/AIJ1f+tEf8FT69/P8P8AuR/+gLTASiiigAooooAKKKKAGnqf+Af+hGsT/glT/wAmneI/\n+z4f+CpX/rz39sCts9T/AMA/9CNYn/BKn/k07xH/ANnw/wDBUr/157+2BQB+jtBGaKKPQCCVA5B3\nMMKV2g8EsyMrezAx8fWv4bv+DmnQtT/ZW/4KG/8ABOz/AIKFeFbWRbjS5NK0/V1sU8o3urfs4/EW\nx+J9la38kSKZV1Pwv431KydDIHmg8PRxRPCI3Mn9yTtlivopbt0x3z9K/nc/4Oc/2bv+F5/8EvfH\n/jjTrF7rxJ+zf438EfGjTWt4FkvH0FLy48BeN7aOTyHeCzh8M+M7rVLkhkUr4bV2YiMo3j51QdTA\nzmn71JqS8rO7/JniZ9h5V8BPkXv0vfV+0d7edl3P6BvCet6Z4l8O6P4i0S+t9S0PXtN0/WNEv7Qq\n1ve6TqdnBeaddwyKcSwyWk0TxsAMxOmQSCx6Ick85HH4fj3r8av+CCf7Rsv7R/8AwS4/Zl17UtQh\nvvFXw48OX/wL8VwCZ5rm11j4QX9x4S0eC9nkmfzL248E2Phe/ZgQrpqyMqonyj9kI3JDAsjMjMuU\nVkXkB4wAzHP7t0yc4JyQB0Hdg66xGFw9dLStFPb+tjsy3ExxeCwteGqqQi9VZ7WfzuTUUgOfqMg+\nx70tdR3hRRRQAUUUUAFMk/1b9fuN069KQs2/aOmPbr36+xFRSO5BXC7ScSEjG1MNuIy3LcCkmnez\n2Fdat6WPwq/4JmsB/wAE3f8Agn6SVjWP9hz9k2aSSUrBaQWsfwE8AG8vLq6YFYoYUMZIwzsXABzk\n15Z/wUg/4Kh/A/8A4J0eAbLUPFaP49+M/i61urn4YfBfRb6Cz13VZYFkjsdX8VX6wynwp4Rnv0jj\njuriMT3bboNI0/U7tJoovjJv+Civw2/4J2f8EZ/2BfHPiB7LxP8AFzxf+xH+y9oXwU+FlxMyXHiP\nxOP2fPBaprOsWts0k9v4MsMafcajeNCYp3jttMtj/aGo2in4F/4JZ/8ABND4k/t4/Euf/gpv/wAF\nIGvviJB461N/Gvwr+HHjWzgfS/iHbQyxTeF/EnifR7uCa3uPg3sFtJoGkSRJY6j/AGKl5cQ3dvch\npvCzTMqlKosBhF7X6zpUa15W9NH91/mfOZtnFVSjlmXxdWWJ0qNL4X69NNU+x4p8Iv2JP+Ci/wDw\nXK8V6F+0Z+2l8UNb+EH7MF5qd5qHgHRk0m/mg1C0t3Aurb4E/DGbUpEhsnWeRYvF1/LM13GA9vNe\n2VvaoP6QP2ev+CR3/BPj9m3RNMsfCP7M/wAN/GWt2trGknjr4v6VpXxq8YahODmXUTr3jXS5Le3u\nHmRjjT9O0uCB98cdvvWS4uP0cW3t4Ija26mK2MNpbG2Fs1g0MVlGq21m9sXLQW8QAEUIfyVRlkjR\nS5zYYlnd2yzyENI7cu7BUQO7k5kbYiDLEnCDpW2EyLAYTllUp/Wqj1k2+u+5WE4awOGUalaP1ivv\nK76vr+Z87+Kv2RP2UfHekSaD4z/Zm+AnifSJc507W/hN4HvrSNtqoXghl0Qi2nwBiVAsuAAJAqoF\n/n4/4KU/8EAPhXL4D1/9oH9gPQdZ+Fvxs+Hsd346t/hRoOs30/hfx1JoLRaleQeAm1a4nl+H/wAS\nodPSW50OSCQ6e0+jCyisRd3/ANoT+o7nt17U9NynfFGskyS280KBYjLIbf7QZELFN5Cpc70w67XR\nZVw4U1pjMswuIpzcMGoVVtrp0OnGZHlWIoN4fALCY1bTTvduyv8AM/DT/giF/wAFM7v9uX4K6r8M\nPi9q1tcftT/AyysNO8byX80tnqvxJ8IGW20jw/8AEe6S+Tzf7ZgeFdJ1iHDO+oQ6XOPs6axElr+4\n6nKI4bzI5l823lETRpLbufkkUsx3EgDeMKYZA9u2XhZn/jf/AOCqf7NPxX/4Jc/tneDP+Co37Idp\n9n+HHi/xij/EvwvbxXthonh/xl4juHsvEmi+JbJSzDwL4r06WYgxnybLWklaKe0upfDdkf6hf2Qv\n2s/hJ+2v8CvB/wAefg1q0N1oXiuJ4NX0C/uobXWPA3juQR32veA/FVujOmna6mp6hIsTxj7DfpLH\nqOnzT6fe2k0nHk+L5frGX4y1J4f3Y/3u1nY5cjzCph3UyjGz/eUfchOT+LXf7tP1PpyinHG6TaJQ\nI3MTLNGYpFlQBZkZCTyswkXcCQ2zPcGm/wCf8/nX0MKM4whF637726H0UouhKNKo/e016a6r8wpp\n6n/gH/oRp1NPU/8AAP8A0I0mraMpx5W43Tt2MT/glT/yad4j/wCz4f8AgqV/689/bAr9Ha/OL/gl\nT/yad4j/AOz4f+CpX/rz39sCv0doEFFFFABRRRQAUUU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50+m+KPi9qmn3OxdU8ca66x6J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"text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image('http://www.seos-project.eu/modules/remotesensing/images/Reflexionskurven.jpg')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "from [seos-project.eu](http://www.seos-project.eu/modules/remotesensing/remotesensing-c01-p05.html)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ ">see also:\n", "* Spectral description (intensity) [IPH](../00-Preface/06-References.ipynb#[IPH]) p482\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 2", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.10" } }, "nbformat": 4, "nbformat_minor": 0 }