{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Intro to Matlab\n", "[NetCDF](#NetCDF) | [Time slices](#Time-slices) | [Multiple variables](#Multiple-variables) |[Multiple sites](#Multiple-sites) | [Using functions](#Using-functions)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As a demo of the language, plot sin and cos on the same axis:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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Kbl5FPTYpqxGHA36/DUo29PYiGKw+M8yi2NshAWhtLemQBgexdKk0I6GQDRzSwACWLZN2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\nklnyXkTTpnDppTKLQvT12SAg3tEhc4c0RdEgWLZM5tO1p8d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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "% define an array from 0 to 6*pi with steps of 0.1 using start:by:end\n", "x = 0:0.1:6*pi;\n", "\n", "% plot the sin of these points\n", "plot(x, sin(x), 'b');\n", "\n", "% keep the plot open\n", "hold on;\n", "\n", "% plot the cos of the points\n", "plot(x, cos(x), 'r')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# NetCDF\n", "[NetCDF](#NetCDF) | [Time slices](#Time-slices) | [Multiple variables](#Multiple-variables) |[Multiple sites](#Multiple-sites) | [Using functions](#Using-functions)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Matlab comes with native NetCDF capability. If you know the url of the dataset that you are interested in, you can display all the info about that datset using **ncdisp(data_url)** or **ncdisp(data_url, variable)** to look at just one variable." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false, "scrolled": true }, "outputs": [], "source": [ "data_url = 'http://hydromet-thredds.princeton.edu:9000/thredds/dodsC/MonitoringStations/butler.nc';\n", "variable = 'AirTC_Avg';" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "At this point you haven't pulled over any actual data, to do that you use **ncread(data_url, variable)**. To read data attributes, use **ncreadatt(data_url, variable, attribute_name)**." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": true }, "outputs": [], "source": [ "AirTData = ncread(data_url, variable);\n", "AirTUnits = ncreadatt(data_url, variable, 'units');" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": true }, "outputs": [], "source": [ "timeData = ncread(data_url, 'time');\n", "timeUnits = ncreadatt(data_url, 'time', 'units');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In this NetCDF file the time units tell us that time is stored as seconds since 1970-01-01. That time format is often called POSIX time. To convert to a more legible time format, we can use the **datetime** function:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [], "source": [ "% convert time to a vector of datetimes\n", "time = datetime( timeData, 'ConvertFrom', 'posixtime' );" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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EkN8X6e3vQFU2a+eQDLbxqUjWMjaf/3qUK20jnNi5Ffzk/Ue8/TUP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\nPyTCsnMi4p2F/XdP2AOKdxavvfban/70p507dx49evTPf/7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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot(time, AirTData)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Time slices\n", "[NetCDF](#NetCDF) | [Time slices](#Time-slices) | [Multiple variables](#Multiple-variables) | [Multiple sites](#Multiple-sites) | [Using functions](#Using-functions)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We often are more interested in looking at one particular time, rather than the whole record. To avoid loading all of the data, it is best to slice by the index of the time variable. " ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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2rb+/HwBqa2tLSkqYlCzTwiRyjlCSe7xoI0ew9CiiF+vXr29qatq6dWtmZiZj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\nPlm7QqEQi8XM+gIACLGxsa2trfjjmZmZiIgIYtTPRzGm5ubmWlpalEq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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "% slice the dataset or choose a date period (such as a month)\n", "start = find(time=='2016-01-01');\n", "count = find(time=='2016-01-31')-start;\n", "AirT = ncread(data_url, variable, start, count, 1);\n", "t = time(start:start+count-1);\n", "a_month = table(t, AirT);\n", "\n", "% or a week\n", "start = find(time=='2015-07-06 00:00:00');\n", "count = find(time=='2015-07-13 00:00:00')-start;\n", "AirT= ncread(data_url, variable, start, count, 1);\n", "t = time(start:start+count-1);\n", "a_week = table(t, AirT);\n", "\n", "subplot(1,2,1);\n", "plot(a_month.t, a_month.AirT, 'b');\n", "title('A month');\n", "set(gca,'fontsize', 6);\n", "\n", "subplot(1,2,2);\n", "plot(a_week.t, a_week.AirT, 'b');\n", "title('A week');\n", "set(gca,'fontsize', 6);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Multiple variables\n", "[NetCDF](#NetCDF) | [Time slices](#Time-slices) | [Multiple variables](#Multiple-variables) |[Multiple sites](#Multiple-sites) | [Using functions](#Using-functions)" ] }, { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "To plot several variables over a defined period of time, we can use a list of variables, and a slice of time. If we want to save time by not reading in all of the data unnecessarily, we can find the indexers for the times that we are interested in. Then we can grab just the data for the timespan of interest" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "collapsed": false }, "outputs": [], "source": [ "start = find(time=='2015-07-06');\n", "count = find(time=='2015-07-13')-start;\n", "\n", "Rain = ncread(data_url,'Rain_mm_3_Tot', start, count, 1);\n", "VW = ncread(data_url,'VW', start, count, 1);\n", "t = time(start:start+count-1);\n", "\n", "a_week = table(t, Rain, VW);" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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blk835S4YFjlmQZ0iyJKzHtgZM/mla/4Fxs5YlzWzv/3Efk3PgU3q32POCsVb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\nAAAAAEAxKLAAAAAAACj2/5AxnVXk+89hAAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "[ax,p1,p2] = plotyy(a_week.t, a_week.Rain, a_week.t, a_week.VW);\n", "\n", "ylabel(ax(1),'Rainfall (mm)') % label left y-axis\n", "ylabel(ax(2),'Volumetric Water (%)') % label right y-axis\n", "set(ax(1:2),'fontsize', 6);" ] }, { "cell_type": "code", "execution_count": 34, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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HNLEAwKsRsAA7atLE6goAANVAwAIAADAZAQsAAMBkDqsLsJ2CgoI333xzz549TqezS5cu\nXbp0sboi+Klz56yuAABQVXSwSsjPzx8yZMjbb7/dpk2b66+//t1337W6Ivgd1sECAB9AB6uEhQsX\n/vLLL2vXrq1Vi+gJa7AOFgD4AGJECW+//fawYcMyMzO3bt2anZ1tdTkAAMArEbAuKCgoOHr06Ecf\nffTggw8uXrz417/+9d///neriwIAAN6HIcILCgsLJWVkZGzatMnpdCYnJw8ZMqRz584tWrQoc//w\n8PBSW1JTUz1eJQAAsD0C1gW1a9euXbt23759nU6npA4dOjRo0GDfvn3lBSziFAAAKBNDhBfUqlXr\nxhtvLCgocG8pKiqysB74M+a5A4BXI2CV0KdPnzVr1pw9e1bS5s2bz549265dO6uLgj8KDVVentVF\nAACqiiHCEkaMGHHw4MFOnToFBwefPn36T3/6U/Pmza0uCn7EvQiWWAcLALwZAau0559//plnnklL\nS7vxxhtZDQs1jEWwAMA3ELDK4HQ6b7rpJqurAAAA3ooODQBUy4gRVlcAwH4IWABQLUuWWF0BAPsh\nYAFAdblcVlcAwGYIWABQdenpF/4PAG4ELMCOuJbQW9C7AlAmAhZgI+61r9yrYQEAvBEBC7CRvDwW\nGgUAX0DAAuzFPTjIrXK8Qna2JGVlWV0HAJshYAFA1RkBKyfH6joA2AwBCwAAwGQELAAAAJMRsACg\n6oxlGpgwB6AUAhZgR6yD5S2MJUa55BNAKQQswEZYBwsAfAMBC7ARRpoAwDcQsAAAAExGwAJsim6W\nVzC+TczBAlAKAQuwF26V412MbxNpGEApBCzAXrh+EAB8AAELAADAZAQswI7oY3kRh0MFBVYXAcBm\nCFiAjbAOltc5dkzt2p1fbhQA3AhYZfvqq6/Wrl2bmZlpdSHwL8yV9joul4KCrC4CgP04rC7AjjIz\nMx977LGjR4+uXLkyJCTE6nIAAICXoYNVhqlTp44bN87qKgAAgLciYJX23nvvSfrtb39rdSEAvEB2\ntsLClJVldR0AbIYhwhJ+/vnnuXPnrlq1yupCAHiH7Gy1bau0NKvrAGAzBKwSZs6cOXLkyCZNmuTn\n519y5/Dw8FJbUlNTPVMX/EjxBRry8livAQC8EgHrgi+//DI5OblPnz6ffvppQUGBpN27dwcHB7ds\n2bLM/YlT8IQmTc4/CAhQRobCwqwsBgBQNQSsC2rVqhUREfH6669LKiwslPTxxx/Xq1evvIAFmO6H\nHy4ELJbC8grGMg2srwGgFALWBR06dOjQoYPxOD8/PyIiYtKkSe4tQA3g97TXSU9Xu3Z6+WWr6wBg\nM1xFCADV4uAfqgAuwg+GsjmdTqZYAQCAqqGDBQDVEhDA2C6A0ghYAFB1GRlq1+7CXboBwEDAAoCq\nY60yAGUiYAE2xcATAHgvAhZgL+7lr0JDGXjyGqRhAKUQsAAbychgvMmbuL9fpGEApRCwABuhC+Jd\n8vJYcB9A2QhYAAAAJiNgAUB1MQcLQCkELACoIve8K+ZgASiFgAUAVcQcLADlIWABNsWok1fgqk8A\nZSJgAfbCOljeiDQMoBQCFmAvdES8CHOwAJSHgAUAVUTXCkB5CFgAUHVMcgdQJgIWYCMMM3kdY0iX\nOVgASiFgATbCL2nv4g7ETZoQjgGUQMACgCoiEAMoDwELsClGnbwCV30CKBMBC7AX96RpRp28QpMm\nkhQQoHPnrC4FgJ0QsAB7oSPiRX744fwD1sECUAoBCwCqiDFcAOVxWF2AvRw6dGjjxo1HjhypV6/e\nAw880L59e6srAgAA3ocOVgmDBw8+cuTIHXfc4XQ6hw0btm7dOqsrAmBrxpw5rkgAUAodrBI+/vjj\nBg0aGI8bNmy4YMGC3r17W1sSANvKyDg/Z445WABKoYNVgjtdSQoJCcnPz7ewGPghuiDehe8XgPIQ\nsMqWn5+/fPnyvn37Wl0I/EvxLkjxK//pjlyurCyrKwDg3xgiLNvEiRMbNWqUmJhYwT7h4eGltqSm\npnqyKPgF9zpYoaEy/kC9/7569FBRkYVFeZ+QEO3cqQ4dPH4i7kUIoEwErDJMmjTpxx9/XLx4ce3a\ntSvYjTgFT7h4Haz0dCvq8H7Z2R4/RUbG+UDMHCwApRCwSpsyZcq33367dOnSunXrWl0LIP03cuXl\nsQZpZRnNJIfnf7zRtQJQHuZglTB16tSUlJRXX301MDAwPz+fSe6wA2M6EQ2SyktLk0g/ACxFB6uE\nNWvWSIqJiTGeXnnllSkpKZZWBCgnRyIuXA4jjBJJAViIgFUC06pgQ8eOSVJGhlq1sroUL1FjAYs5\nWADKwxAhYHdGB4up7pVnTG8/edLjJ3JPjOMqQgClELAAu0tPV1BQTVwT5zOMxhItJQAWImABduEe\nbzI4HBemt0dEsHLmZfjhB7VqRcACYCUCFmAXpRZiCA09PziYk6OwMJ05Y1Vd3ic7W61aebznZ4wJ\nujMxo4QAiiNgATblXsYpI0OtW9OPuQwZGWrb1uNfMeP47kzMoCSA4ghYgK0ZbZjoaCa5Xwbjikvi\nDgALEbAAW0tPV3CwGjdmkvtlyM5WWJjE4mEArEPAAmwtK+t8wGKSe+UZlwvUwJhd8YsSAKA4AhZg\na9nZatZMzZoxRFhZ7qlRng5YGRmlL0pgUBKAGwELsAuXq/T9iV0uZWef/y1OE6uSsrPPN5aCgz07\nrlpq/JGrCAEUR8AC7KLUOliSsrIubAwKOr9qAyqWkaHgYImWEgBLEbAAu7i4g5WXp2PHzgcsOliV\nVJP3B2QOFoDyELAAW8vJUaNGEgGr0vLyzueehg09fjvC4nOwGCIEUBwBC7ApIyXUZD/GN9TYEGGp\ng/MNAlAcAQuwKaM74u7H8Pu7kk6eVJMmkudbSvSrAFSAgAXYmrHQqKRGjfTTT1ZX4w2YgwXADghY\ngK2lp9PBujzu5alq4CtWfA4WABRHwALsIidHQUGlN+blnd9IwKok1sECYAcELMAusrLUuHGJLWlp\nks5v5Pd3JVk1yb1JExIwgAsIWICtuWf5eF0Hy1iGvuYVX6/V01805mABKA8BC7A1969wr1sHa9w4\nXXVVTZ80L+/CdZfy/ChhnToePDgAr0bAAmzNGO0yHuTkyOWytJrLsWWLpJpuYhkz3N1zz72u7QfA\nZxCwAFtr1qzE4/R060q5HMZdFOPitHZtjZ631P0cPRqwfvihxNPQ0NJbAPgzx6V38TOHDh1auXJl\nbm5u165d4+PjrS4H/stowxSf9m6MEoaFWVTQ5Vi7VnFxuvdeffyxRo6sufO6LyE0eHSIsPhYpLgK\nAUBJdLBKSE1N7devX5MmTdq3bz9z5sxly5ZZXRH8l/uGem5eNA3r3Xc1ZIj69dP779do7HAvgmXw\n9JV95q6Ddfiw6tdnTBPwEQSsEl566aXBgwcnJiYOGDDgueeee+mllwoKCqwuCv7i4mUaVPJXuLfM\nKMrKUnKy4uLUuLE6dND69TV36ouHCL1o2C4xUTk5euIJq+sAYAYCVgnbtm2Ljo42HsfGxv7yyy/b\nt2+3tiT4j5wc1atXemPxWe3eMgi1bZvatTsfFgcM0OrVNXfqkycvXBYgzw8RFlfN784bbyg9XYcO\n6Z13lJxczdIAWI+AdUFubq7L5Qr77wyXWrVq1a1b9/Tp05YWBX9XvB/jLUtZrlypAQPOP+7VS+vX\n19zFjxkZ5+/0bPBoz8/ECfVZWZo8WfPmqWVLLVigQYO8I0kDqACT3C8oKiqSFBIS4t7icDgYInzn\nHe3ZY3UR/mHmTE2fXnpj8asIQ0OVmKgtWxQQoP92Wm3n3DmtXauFC88/DQ1VaKg6d9ZvflMTZ1+y\nRAsWXHgaGqotWzRjhkfOtWVL6e/Xli2Ki5N0/v+Vl5Skfv1kXFQzcKD+/nd16qSePU0pE+elpZ2/\nNUK7diXanDbhoT+lsBAB6wKn0ylp//79HTp0MLbk5eUFBgaWt394eHipLampqZ4rDz5v+nSVum71\n+edL/Ko2rsuzeW+jTh0tWFDiF9i8edq2rYbOPn16ia9YWJiefdZT/bPp09Wq1YWnrVqpZ88qjkg+\n+qgmTbrwdOFCLVlSzeoAWOwKo20DQ+fOnf/whz/06NFDUmZmZkxMzIYNG8K84rJ4AABgG8zBKqF3\n796LFi06d+6cpKSkpMjISNIVAAC4XAwRlpCYmHjw4MGOHTsGBQU1bNgwKSnJ6ooAAID3YYiwDKdO\nnTp58mTz5s2tLgQAAHglAhYAAIDJmIMFAABgMgIWAACAyQhYAAAAJiNgAQAAmIyABQAAYDICFgAA\ngMkIWAAAACYjYAEAAJiMgAUAAGAyAhYAAIDJCFgAAAAmI2ABAACYjIAFAABgMgIWAACAyQhYAAAA\nJiNgAQAAmIyABQAAYDICFgAAgMkIWAAAACYjYAEAAJiMgAUAAGAyAhYAAIDJCFgAAAAmI2ABAACY\njIAFAABgMgIWAACAyQhYAAAAJiNgAQAAmIyABQAAYDICFgAAgMkIWAAAACYjYAEAAJiMgAUAAGAy\nAhYAAIDJCFgAAAAmI2ABAACYjIAFAABgMgIWAACAyQhYAAAAJiNgAQAAmIyABQAAYDICFgAAgMkI\nWAAAACYjYAEAAJiMgAUAAGAyAhYAAIDJCFgAAAAmI2ABAACYjIAFAABgMgIWAACAyQhYAAAAJiNg\nAQAAmIyABQAAYDICFgAAgMkcVhcAwEY+//zz9PT0OnXq9OrVy+payuUVRVbTjh07vvvuu/Dw8Hbt\n2kkqLCw8e/Zs3bp1a9Uq8a/inJwch8MREBBQ6o1t2rS59dZba7poAMXQwQJ8xwMPPNCgQYOrr776\nxIkTxbfPnz+/QYMGDRo0ePvttys+wpw5cwYOHDhq1ChPllm2Tz/9dOzYsWPHjs3Ly6t4z6oV+eqr\nrxpfhE2bNhlb9u7da2wZNGiQe7dhw4Y1aNCgSZMmZlVbBSdOnLjvvvsGDhxYUFAgadasWQEBAfXr\n12/cuPHq1avdu33++ef169dft25d8fempaUNHDiwT58+hYWFphcG4DIUAfAVixcvNv5eJyUlFd9+\n++23SwoMDDx37lzFR+jdu7ekxo0be7LMsr388stG8adPn654zxdeeKF3797Dhw+/rOMnJycbx3/m\nmWeMLe4vV2BgoHu3evXqSbrvvvvMqrYKpk6dKikmJqaoqGjbtm2S+vbt+/3337dp06ZOnToZGRlF\nRUUFBQWtW7e+6667Sr23oKCgWbNmkhYvXmx6YQAqjyFCwHcMGjRo9OjR+fn5S5cuffjhh42NBw4c\n2LVrl/HqlVdeaWzcv3//vn37XC5XaGjo3XffXWrgyW3Xrl0nTpy46qqrjIh24sQJ41CtW7e+5ppr\nJO3ZsycrK6tOnTqxsbHGyF3btm1btWplvPTNN9+EhoZ27ty5+DEPHDiQkpLicrmuu+66X//618bG\nPXv2HDx40Hi8ZcuWgIAA46T/+te/fvzxR+P4u3btOnjw4F133dW9e/fbb7+9Tp06xQ979OjRXbt2\nnTt3rk6dOl26dGnQoEGpz3L77bcHBgbm5ubu3LnT2GK0spxOZ25u7q5du4zTnTlzRtIdd9whqbCw\ncMeOHZmZmbm5uQ6HIywsLCoqqoJqK/iAksr8LNdee22pOl0u17x58yQlJCRI+uyzzyQNHjz4mmuu\niY+PT0lJ+ec///nAAw/8+c9/PnDgwL/+9a9Sb69Vq9aAAQPmzJkzb968ESNGlPltBVATrE54AMw0\nfPhw4692WlqascVoh0j67LPPioqKsrKy7r333uI/BK677jrjpaKLOljx8fGS4uPjjacbN2403rJs\n2TJjy3333WfsP3jwYPcBFy9ePGHCBPfTnj17Gjv//PPPxv5ubdu2/e6779zHKc44qbuecePGGdvX\nrVtXqsiTJ0/27du3+Ht/9atflfnF6dGjh4r1q6677rratWsbR3755ZeLioqSkpKMI2zcuLH4F9Mt\nMjIyIyOjvGor+IDlfZaLi3z33XeNV9PT04uKihYtWiRpxYoVRUVFI0eOlPThhx9+//339evXnzx5\ncpkfc8OGDcYRDh06dKk/LwA8hTlYgE8x2h6Sli1bZjx4/fXXJYWFhcXGxkoaMmSI8Qv44YcffuaZ\nZ371q1999913PXv2/OGHH6p80qysrO3btyckJFx11VWSEhMTX3nllaFDh7Zu3VrSu+++u2PHDknD\nhg374IMP6tWrN3v27GXLll133XVff/119+7dJcXGxro7QH379h04cGBcXFzxxnTm/QAAIABJREFU\n48+bNy8uLq5Lly4XN9uGDh361ltvSYqJifnLX/4ybty4kJCQMus0+lJGv+r48ePffffdrbfeaoTI\nrVu3Stq8ebOk2rVrG2dv0qTJhAkTXn/99TfffHPatGlOp3P37t3Tpk0rr9oKPmAlP4sko8FWv359\no7kVHx9fr169mTNn/u1vf/vHP/4RFhZ2zz33TJo0qX79+tOmTSvzY7q/dEa7EYA1rE54AExmTMG5\n5ZZbiv47g0fSjBkzioqKvvnmG+OpewLTG2+8YWx54YUXisrpYLknJJXXwZL07bffFhUVuRtX8+bN\nKyrWSlmxYoX71H/84x+N9xqpSNInn3xSVM6sJqMeSW+++WapjUaR7sPee++97h3Km2r2ySefGDu/\n/PLLxgd/+OGHc3Nza9euHRoaWlRU1LRpU0l33nmn+y0FBQUpKSkffvjhBx98EB0dLalp06ZlVnvJ\nD1jmZ7mY0QssXsOXX37Zt2/f+Pj4hISE7777bsuWLZLeeuutrKysiRMn9uzZMyEhYd++fcUPEhgY\nKGnKlCkVnAiARzEHC/A1w4cP/+Mf//jNN9/s2rVr1apVxsZhw4ZJ2r9/v/G0W7duxoOePXsaD/bu\n3VvlM1511VUtWrSQZLSsJLmn1RtPCwsL3ad+8sknn3zyyeJvT09Pr/j49erV69+/f5kvuQ9rfECD\ne6pZKbGxsbVr1y4oKNi6dWtQUJCk+Pj4gICAiIiIr7/+euvWrd9//73+2+iS9Morrzz22GOnT58u\nfpBSTy+upOIPWMFnMZw7d06S0Qs0REVFrV271nhcWFh47733dunSpU+fPrfddtvhw4f/53/+Z9Wq\nVW+99VZKSsr1119v7OZwOCTl5ORUcCIAHkXAAnzNQw899Mc//lHS0qVLjav677rrLiMAucekXC6X\n8cCY063//kouk/ErX9Ivv/xS5g61a9cuteXmm28utcV96ri4uOuuu674S6WeXswd1C7mPqz7g1TA\n4XD8+te//uyzzzZt2mQMwMXExBj///rrr+fOneuuUNL+/fsTExONp4888ojT6XzxxRe/+OKLS1ZS\n8Qes4LMYjMsY3ZPoS5k9e/bhw4f/8Y9/bN26NSUlJSEh4YUXXmjTps3QoUPfeOONKVOmGLudPXtW\nkvFNB2AJAhbga26++ebo6Ogvvvji1VdfNbLRkCFDjJfcvZklS5YYLZ+VK1caWzp16nTxoZxOp6Qd\nO3bk5eUFBAS4x7yqwLj+TlKbNm3++te/urfv3LnTaHe5A8r3339/cT4rzx133GE0pf72t78NHz7c\nWHLz6NGjzZs3L2//zz77LCsrKysrKywszLgWskuXLi+//LJ7QSkjYB04cMB4OmHChAceeCAvL6/4\nzP2Lq73kB6ykqKioZcuWpaWlFRYWlpqkdfz48VmzZj3xxBMtW7Y0GmZGXDMy2fHjx43djh49aiyg\nVfkvIwDTMckd8EFGeDLSldPpdF/id8011xhdmU8++aRTp059+vT5wx/+IKlFixYXXzEnKSIiQtKZ\nM2duueWWiIiIpUuXVrmka6+91jj1vHnzunXr9sgjjzz00EO33XZbx44djXaau81z2223hYSEGIVd\n0jXXXDN27FhJX3/9dXh4+IMPPvjb3/62Q4cO5e1vtKxKPb777rvdG2+55RZjiQd3OnnsscceeeSR\nO++889ixY+7dLq72kh+wkrp06SIpPz//n//8Z6mXJk2a1KhRoyeeeEJSp06dnE7nF198kZeX99FH\nH6nYsK8x8c7pdN5zzz2VPy8Ak1k9CQyA+X7++Wej+SRp8ODBxV8qKCh48skniw9Ude/e/fvvvzde\nLTXJ/eeff+7YsaOx20033eQeRLt4mQbjqbGmgKSsrKyioiJjDafi+0+bNq1hw4buUwcGBvbv37+g\noMB4dcKECfXr1zdeGjly5MX1lFlkUVHRM888U3zSUtu2bcv7yhSfQbVkyRL39ptuusnYmJCQ4N44\ne/Zs9+jn+PHjjfPWr1+/vGor/oCVX8Q1MjJS0pNPPll8ozG3vfjKDsuWLXMvBvbwww+7txvz6oYO\nHXrJEwHwnCuKioouK5AB8AGFhYUHDx786aefoqKiypsS7nbgwAGXy2V0s0xx+PDho0ePtmrVyhih\nM8u///3v//znP7fffvvFq4xW2dmzZ40xPmNSfCVV8wO+8847vXv3btas2X/+8x/3KOHevXt/+umn\n4s02SS6X6/PPP4+IiGjUqJGx5Ycffrj22msLCgq+/vrr2267rQpnB2AKHwxYhw4dWrlyZW5ubteu\nXY2LzC/eYePGjUeOHKlXr94DDzzQvn17Y3tycnJaWpp7t6ioKPclOQBQkzp16rR79+6//vWv7hX5\nK+npp5+ePXv2gAEDqjOeC6D6fC1gpaamPvjgg2PGjLn66qvnz58/atSoi2eWREVFxcXF3XHHHamp\nqa+//vpzzz1ntO6nTp365ZdfGs15SQMGDHBnLwAAgMrztasIX3rppcGDBxtTTUNDQ8ePHz9kyJBS\n15B//PHH7hGEhg0bLliwwL0AYMeOHZ977rkarhkAAPgYX7uKcNu2bcZqy5JiY2N/+eWX7du3l9qn\n+PyMkJCQ/Px899Nz585t3bp13759NVAqAADwVT7VwcrNzXW5XGFhYcbTWrVq1a1bt7xllyXl5+cv\nX768+G1iN27ceOzYsX379jVp0uTVV191HwoAAKDyfKqDZcwnK36fV4fDYSy4V6aJEyc2atTIGE+U\nNH78+D179rz++uvJyck333yzsbgOAADA5fKpDpax8M/+/fvdywzm5eWVd2OKSZMm/fjjj4sXL3bP\n0HInM6fTmZiY2KdPn9zc3PLeHh4efvHG1NTUan4EAADgA3wtYDVt2tR9v4jMzMzc3NyWLVtevOeU\nKVO+/fbbpUuX1q1bt8xDGfdcq+DubCJOAQCAcvjUEKGk3r17L1q0yLhDSFJSUmRkpDGPavXq1cuW\nLTP2mTp1akpKyquvvhoYGJifn++e5O6eDp+dnT1//vzbbrvNvRY2AABA5flUB0tSYmLiwYMHO3bs\nGBQU1LBhw6SkJGP7V199debMGWNNrDVr1qjYbciuvPLKlJQUSZMnTz516lRAQMCZM2fat28/f/58\niz4EAADwbr620Kjh1KlTJ0+ebN68+eW+MT8/f+/evREREZfsXYWHhzNECAAAyuSbAasGELAAAEB5\nfG0OFgAAgOUIWAAAACYjYAEAAJiMgAUAAGAyAhYAAIDJCFgAAAAmI2ABAACYjIAFAABgMgIWANSg\njAzFxuqKKy7xX2CgNm2yulYAVUfAAoCakpys2FhFR+v0aRUVVfTfunUaNEh/+pPVFQOoIgIWAHjS\n+vUX+lJRUZo3T7NnKyjoEu/q1k0pKVq58sJ7J09WXl6NVAzABAQsAPCMvDxNmKBRo7R164XWVLdu\nlX17aKh27z7/rsxM7dmj2FgdPuzJigGYhoAFAB5w+LA6ddKePdqxQzEx1T1a48bauFHx8YqK0ooV\nZtQHwLMIWABgtiVLFBWlnj21caOaNTPtsM8/r3XrNHmyRoxQTo5phwXgAVcUFRVZXYNXCg8PT01N\ntboKAPbzu9/pjTf0wQeKi/PI8bOy1L+/HA5t3OiR4wMwAx0sADDVsmWaPt1T6Ur/HS5MS1NysqdO\nAaDaCFgAYJ7/+z8VFup//sezZ3E4NH68Zs3y7FkAVANDhFXEECGAMnTqpHPn9NVXHj9RdraaN1dK\nisLCPH4uAJePDhYAmCc5WY88UhMnCg7WmDH6+99r4lwALh8BCwBMsmiRCgvVr18NnW7iRL3yirKz\na+h0AC4HAQsATPLGG7rpJgUH19DpQkMVE6OZM2vodAAuBwELAEyydavGjKnRMz7/vJYs0Z49NXpS\nAJVAwAIAM3z8sWrXrumA1aqVJk5UYmKNnhRAJRCwAMAMmZn69a8VEFDT5338cblceuGFmj4vgAoR\nsADADFlZCg214LwOh157TU8/rb17LTg7gHIQsADADFYFLEkREXr8cT3xhDVnB1AWAhYAmOHYMTVq\nZNnZJ07Uli06fNiyAgCURMACADNkZalxY8vOHhysfv1YdxSwDwIWAJghO9uyIULD+PFatIh1RwGb\nIGABgBnS0y0OWO3aKSZGixZZWQOA/yJgAYAZMjKsHCI0jB6tpCS5XBaXAYCABQAmcLmUk2NxB0tS\nt24KDtaKFRaXAYCABQAmyMhQUJAFq4xe7KmnNGeO1UUAIGABQPXZYXzQcP/9ysrStm1W1wH4OwIW\nAFRbVpaaNbO6CEmSw6FHH9WLL1pdB+DvCFgAUG2HD9ulgyVp7Fht28adcwBrEbAAoNp++MFGASs4\nWAMHKinJ6joAv0bAAoBqy8iw/hLC4qZM0YoVysqyug7AfxGwAKDaMjLUpInVRRQTFqahQzV/vtV1\nAP6LgAUA1ZadreBgq4soafx4vfwyd84BrELAAoBqs9sQoaSWLRUTozfesLoOwE8RsACg2mwYsCT9\n7neaM4c75wCWIGABQPXk5Sknx0ZXEbp16yaXS5s2WV0H4I8IWABQPcbFejYMWA6HJk5k0VHAEgQs\nAKie9HSFhsrhsLqOsowcqcOHuXMOUPMIWABQPVlZdmxfGQICNHSo/v53q+sA/A4BCwCqJz3dLjci\nLNPo0Vq7VunpVtcB+BcCFgBUjz0vIXQLC1O/fpozx+o6AP9CwAKA6jl2zNYdLEmPPqoVK5STY3Ud\ngB8hYAFA9bhcuv56q4uoUIcOiojQK69YXQfgRwhYAFA9xlWENjd9uubMUV6e1XUA/oKABQDVk5Fh\n36sI3eLi1KqV3n/f6joAf2HLhVsAVCwn5/ziljXJ4bD7TCOrZGUpLMzqIirBWHS0Xz+r6wD8whVF\nRUVW1+CVwsPDU1NTra4CfunPf9akSQoJUUBAjZ43LU1jx2ruXJuuqGmVvDwFBsorfpC6XLrhBi1f\nrrg4q0sBfB8/KAHvkZenbt302Wd65hlNnVrTZ8/J0aBBiorSqlVq1aqmz25bWVkKDra6iMpxODRl\nipKSCFhADWAOFuA9Hn5Yu3bp7bctSFeSgoL03nvq2VNdu8rlsqAAe8rI8JqAJWnkSG3axEwsoAYQ\nsAAvsWmTPvxQR46oVy8ry5gxQ9HRWrHCyhpsJTvbCy4hdAsI0MKFGjWKNbEATyNgAd4gJ0fjxmnB\nAltcrTZ+vJKSrC7CNrziEsLievVSTIyeeMLqOgAfR8ACvMHTT6tDB7tc/xUTo+xsJSdbXYc9eF3A\nkvTaa3r/fW3ZYnUdgC8jYAG2l5amRYs0d67VdRQzZYpmzrS6CHs4edKbhggNQUGaO1e9e2v9eqtL\nAXwWAQuwvW3bFB1trzbJ0KFKTlZamtV12EBGhho2tLqIy9erlz78UMOGafJklncHPIGABdje11+r\nQweriyjJ4dDo0UpMtLoOG8jKslf2rbzoaO3cqS++UGwsWRkwHQELsL1t23T77VYXcZFJk86PXfo5\n77qKsJSwMG3erG7dFBWltWutrgbwKazkXkWs5I6aExionTsVEWF1HRfZtEnDhmn3brsnjLw8jRql\n9esVFFTGq9nZ2rlTLVtW8eA33aTlyxUdXZ0Crbdpk3r3VlBQidsDuFxauFDdullXFuDFWMkdsLes\nLAUF2XTl9Ph4jRypxEStW2d1KeVLS9OgQWrWTBs3lr0i6F/+ohEjtHVrFY/vvUOExcXH6/jx0je4\n3LJFw4ZpyhRNmmRRWYAXo4NVRXSwUEPWr9ecOdq40eo6ypGXp8hIdeum2bPteI/CvXsVGakFCzRy\nZLn75OXplls0fboSEqpyiiuu0OnTZffGfEBGhoYN06ZNJe5mnZOj6dM1dqxlVQHegIBVRQQs1JAZ\nM3TypL3WaCglK0uDBikvT8uXl/g1bAejRikgQPPmXWK3LVvUu7dSUtSs2eUdPz1dN9yg/PwqF+gF\nXC6lp5fYkpWlxEQ1a6aFC32hewd4hv3+xQmguH/+UwMGWF1EhRo31ocf6okndNNNSkmx0WhmVpbe\neUe7d196z7g4DRyo7t313nuXlxHT0uw+/6z6HI7SXxNjanxiokJCLv3leu017i0N/0TAAuwtOVnP\nP291EZficGj2bAUEaNgw7dhhl7HC+fMVH1/ZptS8eXriCUVGauHCy1gxPyPD9wNWmYKCtHy5nn32\nErutX68ePTRxoqZOtcufCqCmMERYRQwRoiYcPqzISGVmlri2y7ZcLkVG6tFHNWaM1aVILpeuuUZr\n1lxe+2T9eg0apOnT9fvfV2r/RYu0erV9Z8jZweHDGjRIQUFatcpPwyj8FetgATa2Z4/CwrwjXUly\nOLRmjZ5+2harVq5YoYiIyx6c6tZNW7dq5kzt2VOp/f22g1V5LVtqxw7FxCgqijvzwK8QsAAb27XL\ny+avtGqliRPVu3fpadE1b9YsTZlSlTdGRGjixMouUv/TT8zyvjSHQ88+q9de06hRmjCBO/PATxCw\nABtLTlbbtlYXcZkef1xDhigqSu+/b1kNhw8rO1vx8VV8++OPy+XSCy9ces/sbK+8EaEl4uP1zTfK\nyFCnTjpwwOpqAI8jYAH2k5ioW25R587atEnt2lldzeWbNEmrVmnUqPOfIjZW8+fXaAErVqhfv6rP\nqnY49NprmjXr0jkgPf2yV3bwZ8ZMrL591akTN1mCz2OSexUxyR0eFBmpdu300ENyOBQd7a2XX2Vl\nae9eScrI0NNPKy5Oc+fW0IKczZubcI+XF17QypXavbuir39kpKZPV69e1TqRH9q2TcOGKTpaCxaU\nvbw+4P288wc34NuCg3X33V42++pijRtf+Aj9+mnYMIWEaODAsndu21Zjx5oTJffskcNR9fFBt0mT\n9NZb+vOfK7pRTHY2+aAqYmK0e7dGjVKbNvrmG59dBx/+jYAF2E9entdcOVhJDodWrdL69crIKOPV\n9HS9/LJ27dKCBSb8rl25UkOHmpDVjJqjohQfX+5ALVcRVllwsNasUZs2euUV7nUIn8QQYRUxRAgP\nuuEGv1v/2uU6f8+7+++v4hGMHpika67R5s2KiDCnsBde0LvvauvWMhJbTo7q11dmJhcSVt2WLRox\nQocOees4OFA+/kwDsAGjXbRpUxXXd8jJ0dKl2rBBQ4YoONi0dCXp8cf1+ef605/0+OOlX0pPV0AA\n6apa4uLUrJk2baruhDnAfghYAGyjOhOnRo7UiBEaNqyyi7BX3sKFuuUWxcerQ4cS2xkfNMXo0Xrx\nRQIWfA/LNADwCQEBWrVK69Zp4kSTjxwaqmef1bhxpVfIJGCZol8/HT6s5GSr6wBMRsAC7MflYkpK\nFfXq5ZGFqcaOPX8ra5frwsa8PIWFmX8ufxMQoClTNG6ccnKsLgUwEwELsB9aIza0apX27lX37srO\nPr8lI4P1BcyRkKDGjRUba/0dlgDzELAA+6GDZUOhodq5UxERatNGX3whSSdPkoPNERSk997TQw8p\nMpIbQsNn8EMcAConKEhz5+q++9S/v0aPVnq67rjD6pp8yO9/r4gIDRqknTsZe4UPoIMFAJcjPl47\nd+qDD7RiBTnAZPHxGj9e48ZZXQdgAgIWYEs+tpK7jwkN1datmj3bK2/FbXOTJunwYf35z1bXAVQX\nK7lXESu5w1MyMnTNNeIvJvxWcrK6dtXu3TQI4dXoYAE2U2qxJcDfdOighATNmWN1HUC1ELAAADYz\nfbrWrlVWltV1AFXnX1cRHjp0aOXKlbm5uV27do0v66Ychw4d2rhx45EjR+rVq/fAAw+0b9++5osE\nAH8XHKxevfTGG+dv4A14IT/qYKWmpvbr169Jkybt27efOXPmsmXLLt5n8ODBR44cueOOO5xO57Bh\nw9atW1fzdQIA9OijevnlEkvnA17FjzpYL7300uDBgxMTEyWFhoaOHz9+yJAhtWvXLr7Pxx9/3KBB\nA+Nxw4YNFyxY0Lt3bwtqhZ9j+UogIkIREXrjDQ0danUpQFX4UQdr27Zt0dHRxuPY2Nhffvll+/bt\npfZxpytJISEh+fn5NVcfYMjLY40GQJJGj1ZSEk0seCl/CVi5ubkulyvsvxf91qpVq27duqdPny5v\n//z8/OXLl/ft27eG6gPcMjKsrgCwh/h4ZWfrhResrgOoCn8JWMZyXyEhIe4tDoejoKCgvP0nTpzY\nqFEjYzwRAGCNVav04otKS7O6DuCy+cscLKfTKWn//v0dOnQwtuTl5QUGBpa586RJk3788cfFixeX\nmqFVSnh4eKktLD0KAGaKiNCYMRoxQps3W10KcHn8KGA1bdr0+PHjxtPMzMzc3NyWLVtevOeUKVO+\n/fbbpUuX1q1bt+JjEqfgKUxyB9yef15RUXrlFY0ZY3UpwGXwlyFCSb179160aNG5c+ckJSUlRUZG\nGlOyVq9e7V6yYerUqSkpKa+++mpgYGB+fj6T3GENJrkDbg6HFizQ5Mk6cMDqUoDL4C8dLEmJiYkH\nDx7s2LFjUFBQw4YNk5KSjO1fffXVmTNnhg8fLmnNmjWSYmJijJeuvPLKlJQUqwoGAEhSdLSeekqj\nRmnrVqtLASrL7272fOrUqZMnTzZv3ryax+Fmz/CUN95QUhIzToASXC516qSHHmJtd3gLP+pgGRo0\naFB8sSvAdrjZM3Axh0OrVqlTJ91/v/674A5gZ340BwvwGszBAi7WsqWmT1dUlDZtsroU4NIIWID9\ncBUhUKaxY/Xaa+rfXzNmWF0KcAkELACA97j/fqWk6IMPNHmy1aUAFSFgAQC8SrNm2rxZa9dq/Xqr\nSwHKRcACbIZ7EQKXFBSkefM0bhwXhcC2CFiAzfALA6iM++/X/fczUAjb8rtlGgAvwCR3oDKefVa3\n3KLgYE2fLge/zmAvdLAA+6lTx+oKAG8QFKTdu7Vnj7p2VXq61dUAJRCwAABeq3Fjvfee7r1Xbdpo\nxQqrqwEuIGABALzc449r3TpNnqwRI5STY3U1gETAAmzn3DmrKwC8UFycUlKUlaXISO3ZY3U1AAEL\nsJuMDCa5A1VhDBeOH6+uXbV2rdXVwN8RsAD74V6EQJWNHauNGzVunEJCdMMNuuoqzZ9vdU3wR1zX\nCgDwLe3a6ciR82v2ZmRo3Dh9/LEWLlTjxlZXBj9CBwsA4HMCAhQWprAwRUdr82YFBSkkRE6nnE61\na6e0NKvrg+8jYAEAfFpQkJYv19dfa/Nmbd6sO+9UZCSTtOBpDBECNpOXxxwswHy33Xb+QUyMHnhA\nI0Zo5syKBg1dLrVsqblzFRxcMwXCxxCwAJvhKkLA07p1U0qK9u6taJ+8PK1cqdhYrVmjVq1qqjL4\nDgIWAMD/NG6suLhL7NOtm5Ys0S23KDq67L5yu3Z6/nlazigTAQsAgHIkJCg+XocPl/FSXp6SktSp\nk1atosWFixGwAAAoX7Nmatas7Je6ddNzzykqSuvWKT6+ZsuC3RGwAACoqqlTFRysYcO0ezezJ1Ec\nyzQANsMkd8C7jB2rXr00YYLVdcBeCFiAzbBMA+B1Zs9WcrI2bbK6DtgIAQsAgOoJCtKqVUpMVHa2\n1aXALghYAABUW4cOGj1ao0ZZXQfsgoAFAIAZJk1SWppeecXqOmALBCzAZpjkDnivBQs0c6bS062u\nA9YjYAE2wyR3wHt16KBHH1X//nK5rC4FFiNgAQBgnscfl6Snn7a6DliMgAUAgHkcDi1frvnzy77B\nDvwGAQsAAFO1bKmJEzVoEAOF/oyAhUtJS1NentVF+A0mYAG+YepUuVz685+trgOWIWDhUl58UZGR\n2rvX6jr8A5cQAr7BGCicNUvJyVaXAmsQsHApCxZoyBBFRWnRIqtLAQDvERGh6dM1bhwDhf6JgIVK\nmDpVmzdr1iwNG8ZPCgCorLFj5XDohResrgMWIGChcqKjlZKivDxFRSktzepqAMAbOBxatUp/+QsD\nhX6IgIVKCwrSmjV69FF16qQVK6yuBgC8QbNmmjdP3bvzY9PfOKwuAN5m5Eh16KAePbRypQYMKPFS\ny5aKibGoLF/BJHfA9wwcqFat1KOHNmzQggUKCrK6INQEOli4fO3a6Ztv1LKlPv20xH/du2vcOOXk\nWF2fN2OZBsAnGT82DxzQhAlWl4IaQgcLVRIUpHnzSm+cN0/DhqlTJy1frnbtrCgLAOwqKEjvvadb\nbtHvfqfoaKurgcfRwYJ5goK0bp0efVSxsazpAAClhYZq7lyNGEGn3x/QwYLZxoxRXJz699eGDfrd\n78oe8GrZUs2a1XhlAGC1hARt2KBZs/T881aXAs8iYMEDWrXS7t0aNUovvljGqzk5OnBACxdq4MAa\nr8z2mOQO+Ly5c9Wmje67j6uCfBsBC57hcOi118p9dc8ede+uDz7QkCElWlyNGysiogaqsy8muQM+\nLzRUCxdqxAjt3s0VhT6MgAUrtGunlBSNGqVZs+Qo9odwyxZNn66pU0tsBAAf06uXVq/WzJmaPdvq\nUuAp/BqDRRo31rp1pTdmZGjUKMXGatUqhYVZUBUA1Iy5cxUZqd/8Rt26WV0KPIKrCGEnoaF67z3d\ne6+iorR2rdXVAIDHGAOFPXpoyRKrS4FHELBgPzNmaONGTZ6sp5/2u3tLMwcL8B/336+dOzVzpsaN\n87ufdX6AgAVbMiZppaUpKkoHDlhdTQ3KyFCTJlYXAaCmGD/rgoNZGcv3ELBgV0FBWr78/L2lWbYU\ngK8KCtKzzyo42Oo6YDICFuxt5Eht3KhZs9S/v7Kzra4GAIBKIWDB9jp00O7dcjgUGalt26yuBgCA\nSyNgwRsEB2vVKk2frq5dlZxsdTUAAFwC62DBeyQkKDtbI0YoJcXqUjzmhx/Utq3VRQAAqosOFrzK\n2LFyOPSnP1ldh8ewTAMA+AQCFryKw6HlyzVrln+t3QAA8DYELHibiAiNH6/OnZmMBQCwLQIWvNCM\nGXrqKcXG+vJYIQDAmxGw4J3GjtWOHfr739W9u7KyrK7GPBkZCg21ugj9Ry9iAAARUUlEQVQAQHUR\nsOC12rXTzp1q1kydO2vPHqurMQmT3AHAJxCw4M2CgrRwoaZPV2ystmyxuhoAAM5jHSx4v379FBR0\nfn2soCCrqwEAgA4WfEO3boqO1oQJVtcBAIBEwILvmDtX77+vd96xuo7qYQ4WAPgEAhZ8RWio5s7V\noEHefUNoriIEAJ9AwIIPGThQCxeqd28tWmR1KQAAv0bAgm8ZOlQ7digpSTfcoM6dFRurF16Qy2V1\nWQAA/8JVhPA5LVtqx47zA4U5OZozR2+9pTVrFBZmcWEAAL9BwIIvcjgUF3f+cbdumjlTN9yg6Ojz\n88eff17R0dYVBwDwfVcUFRVZXYNXCg8PT01NtboKVNqBA8rIkKRt2zRnjp56Sr//vRz2+wdGYKBO\nnOBCQgDwdgSsKiJgebG9ezVsmBo31muvqVkzq6sp6YorxF9JAPB+THKH/4mI0I4datVKsbG+cxND\nAICd2G+IBKgBAQGaN0+/+Y26d1fLlmrZ8sJLDoeeeooZ8QCA6iBgwY/16qUOHbRpU4mNu3YpKkoL\nFqhfP4vKAgB4PeZgVRFzsHzZli0aNkzNmqlVq4p2CwrSs88qONi082ZkKDJSx4+bdkAAgEXoYAEX\niYvT7t16//1L7PbWW+rUSatWqV07c87LjQgBwFcQsICyNG6shIRL7JOQoCVL1Lmz4uPVurUkRUer\nWzfPFwcAsDuuIgSqISFBO3eeT1c//aRRo/TEE9yZBwDAHKwqYg4WypCVpREjlJamvn0lKShIY8de\nxqhfWpo6d9aRI54rEABQM+hgAeZp3FjvvaeJE88//eADRUZq797Kvp05WADgK5iDBZit+OStP/1J\nUVGaN08jR176jRkZCg31WFkAgJpDBwvwpEmTtHmzZs1S797Kzra6GgBADSFgAR4WHa2UFDkcuuUW\n7swDAH6CgAV4XlCQ1qzR6NHq0YM+FgD4AwIWUFNmzFBcnGbNsroOAIDHEbCAGjRvnpYs0bZtZb+a\nlaXGjWu2IACARxCwgBoUHKzZszVihLKyyng1J0dBQTVeEwDAfAQsoGYlJCguTlFR2rLF6lIAAJ5C\nwAJq3MKFevZZ9eihGTO4rw4A+CQClgeFh4dbXYIJ+BQeMXSodu/Whg3q1Kns4cJy2O6DVAmfwlZ8\n44PwKWzFZz5IdfjgSu6HDh1auXJlbm5u165d4+PjL96hsLDwq6++OnbsmMvl6mvcM06SlJycnJaW\n5n4aFRV1/fXX10DB8FMtW2rHDj39tCIjtXy54uKUna3gYKvLAgCYwNcCVmpq6oMPPjhmzJirr756\n5syZ33///fDhw0vtM23atPXr199444379+8vHrDeeeedL7/8MjIy0njaokULAhY87tlnde+9GjTo\n/A12Gja0uB4AgBl8LWC99NJLgwcPTkxMlBQaGjp+/PghQ4bUrl27+D7Tp09/7rnnPv3007Fjx5Z6\ne8eOHZ977rmaKxeQFBOjlBR1764vvqjULQsBALbna3Owtm3bFh0dbTyOjY395Zdftm/fXmofp9NZ\n3tvPnTu3devWffv2ebBE4GLBwdq6VQMHqm1bq0sBAJjApzpYubm5LpcrLCzMeFqrVq26deuePn26\n8kfYuHHjsWPH9u3b16RJk1dffdV9KMDjHA6tWmV1EQAAc1xRVFRkdQ2mOXv2bGRk5O7du+vWrWts\niY6Ofuqpp3r06HHxzsYQYUpKintLZmZmSEiIpPz8/AkTJqSlpb3//vvlnYtLJAAAqI7U1FSrS/Ag\nn+pgGWN/+/fv79Chg7ElLy8vMDCwkm830pVxnMTExD59+uTm5pb3dt/+YwEAAKrDp+ZgOZ3Opk2b\nHj9+3HiamZmZm5vbsmXLKhzql19+keRw+FQABQAANcOnApak3r17L1q06Ny5c5KSkpIiIyONeVSr\nV69etmyZsU9hYWF+fn5BQYGk/Pz8/Px8Y7t7Onx2dvb8+fNvu+22CqbDAwAAlMfXOjSJiYkHDx7s\n2LFjUFBQw4YNk5KSjO1fffXVmTNnjDWx1q9fP2HCBGN7RESEpL179zqdzsmTJ586dSogIODMmTPt\n27efP3++VZ8CAAB4NZ+a5O526tSpkydPNm/e/HLfmJ+fv3fv3oiICHpXAACgynwzYAEAAFjI1+Zg\nAQAAWI6A9f/bu/eYps4/juOPBUTGQpsp6tiMEaJZplnUGHTLlhizxGwmGi/bHxgSjVsmm1sTb8RI\nFAlxmTNeIhmXkSwMB0EFb3+AonYERyIyneOSWCaLNgpCvI201ZbC748TT/pDT2nLc04reb/+KocD\n+X58nuK35/IcAAAAyWiwAAAAJIvJzc2NdA2vhqampvv376ekpATYZ/PmzTExMampqcO2d3Z2Hjly\npLa2dty4cep3W1pampqaOp5LTEy0WCx6Ve9nxCBaKYRGECGEz+erqqo6evRoQ0ODEGLGjBl6VO5P\n+nCcPHmyvb29w8/MmTOHPSZcOukphBA2m62kpOTcuXM9PT3vvPOOMWu56TGpbDZbUVGRzWYzm82B\n/4lkCXs4BgcH//zzz6tXr7a3t7/77rv+39JKpx/pKQKk01XYk0qr4M7OzqqqqmPHjjU1NSUlJb35\n5pt6le5H+nDcuHGjsrKypqbGZrMNDAyEt9BjqPR4ayiuXbv2xx9/JCcnJyYmSi46Coy1ZRr0U1FR\nYbFY1DXiX8rpdCorlPq7efPm559/vnHjxjfeeGPPnj337t1TVos4depUc3PzvHnzlN1SU1OnT5+u\nU/H+Rgzy0hRCO4jX683MzPT5fCtWrHC73adPn16yZImOAYQQOgzH9evXleXThBC3b9+22+0rV67U\nqXiV9BTFxcVlZWVff/212WwuLS2tr68vLy/XMcBz0idVQUFBZWXlpk2bfD7fd999l52dvWLFCh0D\nCCFGMRy7du2qq6tLS0vr6OhYvXq1ul0rna6kp9DarrewJ5VWwRkZGYsXL164cOHNmzczMzPz8/Oj\n+T2uleLSpUuPHj1auHChw+HIy8traWnJycnRpXQ/0lMo+vr6tm/f7nA4fvvtN/VJKmMJDVY4XC5X\nfHy8enjD5XKpTz980YEDBzIyMrKysoQQU6dOtVqta9euVX42PT09Pz/fmJpfFFIKoR3k559/9ng8\nJ06cMJkic8ZZynDk5eWp+3z11VerVq3S+/DVMFJSVFVVbdq0KSMjQwgxe/bsTz75ZMRhlUvKpBJC\nFBYWHj58+OOPPxZCmM3mffv2GdBg+QspyO7du/Pz85XHm/pvD/DeN4aUFFrbDRPqpNIq+OLFi0lJ\nScprs9lcWFhoQIPlT8pwqIs4CiFmzpyZnZ1tQIPlT0oKRU5Ozrfffrt9+3a9ao00rsEKx5IlSy5f\nvqy8Vp4wrS4H/6LLly8vWrRIef3RRx95PB51yfhnz541Nja2t7frXfBLhZRCaAepqanJzMzs6+tr\nbGx8/Pix3mW/SNZwKJQgBv/lFZJSpKSkOJ1OZbvb7Y6NjY2Pj9e58P8jZVJ1dHQMDAx88MEHyvZF\nixb19vbeuHFD18qHCSmI1rJ5I042vUlJEfFFAUOdVFoFq92VECI5OTnwL9GDlOHw53Q6J0+eLK2+\n4MhKcfbsWSHEp59+Kr3C6MERLH253e6BgQHlcT1CCJPJ9Nprr/X39ytf1tfX3717t729fcqUKSUl\nJepuUUgriM/nczgc58+fP3ToUGpqanNz8+bNmzds2BDRYjUFHg7FiRMn0tLSZs+eHYH6ghMgRW5u\n7o4dO7q6uuLi4lpbW3/44QeDj8OFRCtIenq6EKKtrU150draKoR48OBB5CoNRzCTDRHh9XrLy8uN\nPN0pV2tra1VVVX9/v8PhOHDgQKTLCcfDhw8PHjxYWVkZ6UL0xREsfSnruPqfXY6NjVUeg2i1Wv/6\n66+KioqWlpZZs2ZF6vB7kLSCDA4OCiF6enouXLjwyy+/lJWV7du3r6urK2KFBhRgOFTV1dWfffaZ\n0ZWFIkCK7u7uJ0+eCCESExPdbvfdu3cjVWQwtILEx8cvX748Ly/PZrNdunRp//79sbGxykx7hQQz\n2RARW7ZsmThxonLq9lVksVjmzp07efLk+/fv//3335EuJxx79uz54osvpkyZEulC9EWDpS/lAGlH\nR4e65enTpwkJCcLvL29cXFxWVlZnZ6fb7Y5IkcHQChITExMTE7N69WplhwULFiQlJUXqpOeIAgyH\norm5ubu7e/ny5REoLmhaKQYHB61W6zfffPP9999nZ2eXl5cfPnw4asdCBByOvXv3Llu27NixY6dO\nncrLyxsaGor4iapQjTjZEBFbt27t7e0tLCyM5oO7gU2bNm3NmjU7d+4sKirau3dvX19fpCsKTXNz\nc0tLy1tvvdXQ0NDY2CiEuH79+j///BPpuuTjFGE4TCaT+nm6p6cnwJ5xcXEpKSnd3d3Kl319fW63\n+8Uba5WbL4y5o14VfAqhHcRkMqWlpfl/Ljf+4UsSh+PkyZNLly41Zr2MYUaf4tmzZ06nU735PDk5\nefz48Q6Hw8jTnVImlXj+qUPZ3tTUFBcX9+GHH+pW9UuEFOSlgnzv62r0KaKBxBTZ2dm3bt0qKysz\n8s4PlfThUKbTv//+a+QteKNPYTKZ5syZU1FRIYRQftXFixcTExMNfncYgCNY4Zg/f77SdwshSktL\nA++8cuXK0tJSZQmA4uLiefPmKZdlqJe7Pn78uKCg4L333jP4M3pIKYR2kFWrVh0/ftzlcgkhbDab\ny+WaO3eujnW/QMpwCCFcLteZM2fWrFmjZ7GaRp8iISFh6tSp58+fV/ZpaGhwu92zZs3StexhZE2q\nrq4u5S/vvXv38vPzv/zyS4OPN4QUZHBw0Ov1Kh8zvF6ves1vgMlmDCkptLYbJtRJpVVwTk5Oa2tr\nSUlJQkJC9AfRSqH+x+Hz+X788cdJkyYFXj1ButGnWLBgQfFzP/30kxBi69atyr3PYwxHsEKgLkNg\ntVrXrVtXX1/v9XqtVmt1dXWAn8rKyrLb7enp6a+//rrZbC4uLla2b9u27b///pswYYLT6Zw/f35B\nQYHuAZ5TgoSUQmgHWb9+vd1uf//99y0WS39///79+6dNm6Z7BtnDIYSoqamZNGmSevOaMeSmOHjw\n4JYtW2pqaiwWy4MHD3bv3m3M4pZC9qSqrq7+9ddfJ0yY4HK51q1bZ9gViuENR11dnXrz/Jw5c4QQ\nbW1tykE4rcmmK7kptLbrGOC58CaVVsHHjx8XQqiHQsePH6/cP6E3ucORm5vb3d2tvDVmzJhRVFRk\nzPo4clPoXW20GEJwli1bVl5ern7p8/nsdvvAwECQP/7kyZM7d+4M2+jxeK5du+bxeKRVGQT/IKGm\nGNIIMjQ05PF47Ha7z+eTU+VI9BgO4+mUore399atW4aNxZA+k8rj8SjrNUirciSjHA4tBk82nVIY\nb5STKkroMRwej6etre3p06ejri5YY2ZSGWzckOFXzLxyrly5UlFR8fvvv9fW1hrzyA6djI0gpIgq\nYyMIKaLK2AhCCnAN1si6urrefvvt6urqV316jY0gpIgqYyMIKaLK2AhCCnAECwAAQDKOYAEAAEhG\ngwUAACAZDRYAAIBkNFgAAACS0WABAABIRoMFAAAgGQ0WAACAZDRYAAAAktFgAQAASEaDBQAAIBkN\nFgAAgGQ0WAAAAJLRYAEAAEhGgwUAACAZDRYAAIBkNFgAAACS0WABAABIRoMFAAAgGQ0WAACAZDRY\nAAAAktFgAQAASEaDBQAAIBkNFgAAgGQ0WAAAAJLRYAEAAEhGgwUAACAZDRYAAIBkNFgAAACS0WAB\nAABIRoMFAAAgGQ0WAACAZDRYAAAAktFgAQAASEaDBQAAIBkNFgAAgGQ0WAAAAJLRYAEAAEhGgwUA\nACAZDRYAAIBkNFgAAACS0WABAABIRoMFAAAgGQ0WAACAZP8DtXCGb+1KpRIAAAAASUVORK5CYII=\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "h(1) = subplot(2,1,1);\n", "plot(a_week.t, a_week.Rain, 'b');\n", "title('Rainfall (mm)');\n", "\n", "h(2) = subplot(2,1,2);\n", "plot(a_week.t, a_week.VW, 'r');\n", "title('Volumetric Water (%)');\n", "\n", "set(h(1),'xcolor','w');\n", "set(h(1:2),'fontsize', 6);\n", "set(h(1:2), 'box', 'off');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Multiple sites\n", "[NetCDF](#NetCDF) | [Time slices](#Time-slices) | [Multiple variables](#Multiple-variables) | [Multiple sites](#Multiple-sites) | [Using functions](#Using-functions)" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "collapsed": false }, "outputs": [], "source": [ "variable1 = 'Rain_1_mm_Tot';\n", "variable2 = 'Rain_2_mm_Tot';\n", "data_url = strcat('http://hydromet-thredds.princeton.edu:9000/thredds/dodsC/MonitoringStations/broadmead.nc');\n", "\n", "timeData = ncread(data_url, 'time');\n", "time = datetime( timeData, 'ConvertFrom', 'posixtime');\n", "\n", "start = find(time=='2016-02-23 12:00:00');\n", "count = find(time=='2016-02-26 12:00:00')-start;\n", "var1 = ncread(data_url,variable1, start, count, 1);\n", "var2 = ncread(data_url,variable2, start, count, 1);\n", "t = time(start:start+count-1);\n", "\n", "broadmead_rain = table(t, var1, var2);\n", "broadmead_rain.Properties.VariableNames = {'t' variable1 variable2};" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "collapsed": false }, "outputs": [], "source": [ "variable = 'Lvl_cm_Avg';\n", "data_url = strcat('http://hydromet-thredds.princeton.edu:9000/thredds/dodsC/MonitoringStations/washington_lake.nc');\n", "\n", "timeData = ncread(data_url, 'time');\n", "time = datetime( timeData, 'ConvertFrom', 'posixtime');\n", "\n", "start = find(time=='2016-02-23 12:00:00');\n", "count = find(time=='2016-02-26 12:00:00')-start;\n", "var = ncread(data_url,variable, start, count, 1);\n", "t = time(start:start+count-1);\n", "\n", "washington_lake = table(t, var);\n", "washington_lake.Properties.VariableNames = {'t' variable};" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "collapsed": false }, "outputs": [], "source": [ "variable = 'Corrected_cm_Avg';\n", "data_url = strcat('http://hydromet-thredds.princeton.edu:9000/thredds/dodsC/MonitoringStations/washington_up.nc');\n", "\n", "timeData = ncread(data_url, 'time');\n", "time = datetime( timeData, 'ConvertFrom', 'posixtime');\n", "\n", "start = find(time=='2016-02-23 12:00:00');\n", "count = find(time=='2016-02-26 12:00:00')-start;\n", "var = ncread(data_url,variable, start, count, 1);\n", "t = time(start:start+count-1);\n", "\n", "washington_up = table(t, var);\n", "washington_up.Properties.VariableNames = {'t' variable};" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "collapsed": false }, "outputs": [], "source": [ "variable = 'Corrected_cm_Avg';\n", "data_url = strcat('http://hydromet-thredds.princeton.edu:9000/thredds/dodsC/MonitoringStations/washington_down.nc');\n", "\n", "timeData = ncread(data_url, 'time');\n", "time = datetime( timeData, 'ConvertFrom', 'posixtime');\n", "\n", "start = find(time=='2016-02-23 12:00:00');\n", "count = find(time=='2016-02-26 12:00:00')-start;\n", "var = ncread(data_url,variable, start, count, 1);\n", "t = time(start:start+count-1);\n", "\n", "washington_down = table(t, var);\n", "washington_down.Properties.VariableNames = {'t' variable};" ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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v0DatreD2+5u3nKqny68TT60x9tVs9t0Zxza75+7Ua4maXc5uV/0nkz/8eLxP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\nYII=\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "h(1) = subplot(2,1,1);\n", "plot(broadmead_rain.t, broadmead_rain.Rain_1_mm_Tot, 'b');\n", "hold on;\n", "plot(broadmead_rain.t, broadmead_rain.Rain_2_mm_Tot, 'g');\n", "title('Rainfall (mm)');\n", "\n", "h(2) = subplot(2,1,2);\n", "plot(washington_lake.t, washington_lake.Lvl_cm_Avg-washington_lake.Lvl_cm_Avg(1), 'r');\n", "hold on;\n", "plot(washington_down.t, washington_down.Corrected_cm_Avg-washington_down.Corrected_cm_Avg(1), 'b');\n", "hold on;\n", "plot(washington_up.t, washington_up.Corrected_cm_Avg-washington_up.Corrected_cm_Avg(1), 'g');\n", "\n", "set(h(1),'xcolor','w');\n", "set(h(1:2),'fontsize', 6);\n", "set(h(1:2), 'box', 'off');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Using functions\n", "[NetCDF](#NetCDF) | [Time slices](#Time-slices) | [Multiple variables](#Multiple-variables) | [Multiple sites](#Multiple-sites) | [Using functions](#Using-functions)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You might have noticed that the way we pulled data from a multiple datasets was redundant. To simplify this process, we can write a quick function that can be used to pull from any site, any variable and setting your own start and end times. To show how this works, we will do the same exercise that we just did above, but in many fewer lines. Functions can be saved in files that we can use again and again. The above function is saved in a file called **select_time_slice.m**. To load the function from there first make sure that you are in the same folder as **select_time_slice.m**, then call it from the command line as follows:" ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "collapsed": false }, "outputs": [], "source": [ "broadmead_rain1 = select_time_slice('broadmead', 'Rain_1_mm_Tot', '2016-02-23 12:00:00', '2016-02-26 12:00:00');\n", "broadmead_rain2 = select_time_slice('broadmead', 'Rain_2_mm_Tot', '2016-02-23 12:00:00', '2016-02-26 12:00:00');\n", "washington_lake = select_time_slice('washington_lake', 'Lvl_cm_Avg', '2016-02-23 12:00:00', '2016-02-26 12:00:00');\n", "washington_down = select_time_slice('washington_down', 'Corrected_cm_Avg', '2016-02-23 12:00:00', '2016-02-26 12:00:00');\n", "washington_up = select_time_slice('washington_up', 'Corrected_cm_Avg', '2016-02-23 12:00:00', '2016-02-26 12:00:00');" ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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v0DatreD2+5u3nKqny68TT60x9tVs9t0Zxza75+7Ua4maXc5uV/0nkz/8eLxP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\nv/+Y3rdvX8+ePRmwWsMtvgGv++6TroRSKPjB2Cpa4/Oza9euQ4YMsb/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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "h(1) = subplot(2,1,1);\n", "plot(broadmead_rain1.t, broadmead_rain.Rain_1_mm_Tot, 'b');\n", "hold on;\n", "plot(broadmead_rain2.t, broadmead_rain.Rain_2_mm_Tot, 'g');\n", "title('Rainfall (mm)');\n", "\n", "h(2) = subplot(2,1,2);\n", "plot(washington_lake.t, washington_lake.Lvl_cm_Avg-washington_lake.Lvl_cm_Avg(1), 'r');\n", "hold on;\n", "plot(washington_down.t, washington_down.Corrected_cm_Avg-washington_down.Corrected_cm_Avg(1), 'b');\n", "hold on;\n", "plot(washington_up.t, washington_up.Corrected_cm_Avg-washington_up.Corrected_cm_Avg(1), 'g');\n", "\n", "set(h(1),'xcolor','w');\n", "set(h(1:2),'fontsize', 6);\n", "set(h(1:2), 'box', 'off');" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "celltoolbar": "Raw Cell Format", "kernelspec": { "display_name": "Matlab", "language": "matlab", "name": "matlab" }, "language_info": { "codemirror_mode": "octave", "file_extension": ".m", "help_links": [ { "text": "MetaKernel Magics", "url": "https://github.com/calysto/metakernel/blob/master/metakernel/magics/README.md" } ], "mimetype": "text/x-matlab", "name": "matlab", "version": "0.8.0" } }, "nbformat": 4, "nbformat_minor": 0 }