{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/eolson/anaconda3/lib/python3.5/site-packages/matplotlib/font_manager.py:273: UserWarning: Matplotlib is building the font cache using fc-list. This may take a moment.\n", " warnings.warn('Matplotlib is building the font cache using fc-list. This may take a moment.')\n", "/home/eolson/anaconda3/lib/python3.5/site-packages/matplotlib/font_manager.py:273: UserWarning: Matplotlib is building the font cache using fc-list. This may take a moment.\n", " warnings.warn('Matplotlib is building the font cache using fc-list. This may take a moment.')\n" ] } ], "source": [ "import numpy as np\n", "from matplotlib import pyplot as plt\n", "import matplotlib as mpl\n", "import datetime as dt\n", "mpl.rc('xtick', labelsize=14) \n", "mpl.rc('ytick', labelsize=14) \n", "mpl.rc('legend', fontsize=16) \n", "mpl.rc('axes', titlesize=16) \n", "mpl.rc('figure', titlesize=16) \n", "mpl.rc('axes', labelsize=16) \n", "mpl.rc('font', size=16) \n", "mpl.rc('legend', numpoints= 1)\n", "mpl.rc('lines', markersize= 8)\n", "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### N" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": true, "jupyter": { "outputs_hidden": true } }, "outputs": [], "source": [ "zz_rate_kapa_diat = 1.0\n", "zz_rate_kapa_myri = 0.5\n", "zz_rate_kapa_nano = 0.300\n", "zz_rate_k_diat = 2.0 \n", "zz_rate_k_myri = 0.5 \n", "zz_rate_k_nano = 0.1 " ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": true, "jupyter": { "outputs_hidden": true } }, "outputs": [], "source": [ "def OUP(zz_NO,zz_NH,zz_rate_kapa,zz_rate_k):\n", " Oup_cell = zz_NO * zz_rate_kapa / (zz_rate_k + zz_NO * zz_rate_kapa + zz_NH)\n", " return Oup_cell" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": true, "jupyter": { "outputs_hidden": true } }, "outputs": [], "source": [ "def HUP(zz_NO,zz_NH,zz_rate_kapa,zz_rate_k):\n", " Hup_cell = zz_NH / (zz_rate_k + zz_NO * zz_rate_kapa + zz_NH) \n", " return Hup_cell" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAYAAAAEGCAYAAABsLkJ6AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\npZLU/wOHL+365+RwSAAAAABJRU5ErkJggg==\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "NH=np.arange(0,20,.1)\n", "NO=5\n", "plt.plot(NH,HUP(NO,NH,zz_rate_kapa_diat,zz_rate_k_diat),'b-')\n", "plt.plot(NH,HUP(NO,NH,.9,zz_rate_k_diat),'-',color='purple')\n", "plt.plot(NH,HUP(NO,NH,zz_rate_kapa_myri,zz_rate_k_myri),'m-')\n", "plt.plot(NH,HUP(NO,NH,zz_rate_kapa_nano,zz_rate_k_nano),'r-')\n", "plt.plot(NH,OUP(NO,NH,zz_rate_kapa_diat,zz_rate_k_diat),'b--')\n", "plt.plot(NH,OUP(NO,NH,zz_rate_kapa_myri,zz_rate_k_myri),'m--')\n", "plt.plot(NH,OUP(NO,NH,zz_rate_kapa_nano,zz_rate_k_nano),'r--')" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAYAAAAEGCAYAAABsLkJ6AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nRU5ErkJggg==\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "NH=np.arange(0,20,.1)\n", "NO=1\n", "plt.plot(NH,HUP(NO,NH,zz_rate_kapa_diat,zz_rate_k_diat),'b-')\n", "plt.plot(NH,HUP(NO,NH,zz_rate_kapa_myri,zz_rate_k_myri),'m-')\n", "plt.plot(NH,HUP(NO,NH,zz_rate_kapa_nano,zz_rate_k_nano),'r-')\n", "plt.plot(NH,OUP(NO,NH,zz_rate_kapa_diat,zz_rate_k_diat),'b--')\n", "plt.plot(NH,OUP(NO,NH,zz_rate_kapa_myri,zz_rate_k_myri),'m--')\n", "plt.plot(NH,OUP(NO,NH,zz_rate_kapa_nano,zz_rate_k_nano),'r--')" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAagAAAEGCAYAAAAwpAFeAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAIABJREFUeJzt3Xl8VPW5+PHPkw0IJKwSQBDUepFNUEBZJa0GtfUqghV7\nabVWraDWrbX+LFLB2ovWBb1o61bXykWp170KWI3IJgREBVQUFNkSdkLIPvP8/viekMMwk0xCyEyS\n5/16fV9zlueceWbEeXLO+Z7vEVXFGGOMiTcJsU7AGGOMCccKlDHGmLhkBcoYY0xcsgJljDEmLlmB\nMsYYE5esQBljjIlLVqCMMcbEpagLlIhcKyIbRKRIRHJEZEQ18X1FJFtECkVkk4hMCRMzyttXkYh8\nIyLXhIkZJyJrRKRYRFaLyJgjyU1EHheRoIjcErI821te0QIiMqvqb8UYY8zRElWBEpHxwEPA3cAA\nYDHwjoh0jRCfBswHtgEDgRuBW0XkZl9MD+BtYKG3z3uAmSJykS9mKDAbeAHoD8wC5ojI4NrkJiIX\nA4OBLWHSVuBpIAPoBHQGDiuYxhhj6odEM5KEiCwFVqnqRN+ydcAcVZ0cJn4SMB3oqKql3rLJwERV\n7ebN3wuMUdWevu2eBHqr6nBvfjbQVlXP8cXMB7ar6oSa5CYi3XHF8GzgXWCmqj7oW/8B8Lmq3lDt\nF2KMMeaoq/YISkSScUdB80NWzQOGRdhsCPBRRXHyzAW6eIWiImZeyHZzgUEikujND40QM6wmuXn7\nmwX8SVW/ipAzwKUissM7lXifiLSqItYYY8xRFM0pvg5AIpAXsjwPdyosnE4R4sW3TaSYJO89q4qp\n2Ee0ud2FO+p6IkK+AC8CE4BML34c8M8q4o0xxhxFSbFO4GgTkUzgctw1rIhU9Snf7BoR2QAsE5EB\nqrrqKKZojDEmjGgK1E4ggOs84JcB5EbYJjdCvPq2iRRT7r1nVTEV+4gmt1G4o6lcEalYnwj8RURu\nUtXjInyGFd6+TwIOK1AiYsPAG2NMLaiqVB8VxSk+VS3D/VhnhazKAhZF2GwJMFJEUnzLRgNbVXWj\nLyZ0n6OBHFUNVBGTheupF21ujwKn4I6gKtpW4EHgrAj5422TiOuJGJaqWlPlzjvvjHkO8dLsu7Dv\nwr6LqltNRHuK70HgeRFZjvvhn4Trhv0YgIhMBwar6tle/Czgj8CzIvJnoCdwG3Cnb5+PAdeJyAzg\ncWAEcBlwqS/mYeBDEbkNeA0Yi7tGNDyK3B4HUNWdVB6R4eVbBuSq6tfe/Am460//8mL7APfjil+k\nImyMMeYoiqpAqerLItIOmIz78V8NnKeqm72QTsDxvvh8EcnCHb0sB/YA96nqQ76Y70Tkx8AMYCLu\nqOY3qvqaL2aJiFyKu8dpGrAeuERVc6LIbVNVHylkvhR3NHUD0ArYBLwF3KU1LfnGGGPqRFT3QZnD\niYjVLk92djaZmZmxTiMu2HdRyb6LSvZdVBIRNMprUFagaskKlDHG1FxNCpQNFmuMMSYuWYEyxhgT\nl6xAGWOMiUtWoIwxxsQlK1DGGGPikhUoY4wxcckKlDHGmLhkBcoYY0xcsgJljDEmLlmBMsYYE5es\nQBljjIlLVqCMMcbEJStQxhhj4pIVKGOMMXEp2ifqGmOMMREVFMCaNfD553Daaa4dKStQxhhjolZW\nBuvWwWefwerVriCtXg25udCrF/TtCyefXDfvFfUpPhG5VkQ2iEiRiOSIyIhq4vuKSLaIFIrIJhGZ\nEiZmlLevIhH5RkSuCRMzTkTWiEixiKwWkTFHkpuIPC4iQRG5JWR5iojMFJEdIlIgIq+LyLFVfyvG\nGNN45ebCvHlw//1w+eVw6qnQujWMHQuvvAIpKW75u+/C/v2wYgU89xyMqLI6RC+qIygRGQ88BEwE\nFgHXAe+ISC9V3RwmPg2YD2QDA4FewLMiUqCqM7yYHsDbwFPABGAk8FcR2a6qr3oxQ4HZwBTgVWAc\nMEdEhqnq8prmJiIXA4OBLWE+5sPAfwLjgd3ADOAtETnNHp1rjGnMysrgyy/h008PbYEAnHKKa6NG\nwfXXQ58+kJpaP3lF9ch3EVkKrFLVib5l64A5qjo5TPwkYDrQUVVLvWWTgYmq2s2bvxcYo6o9fds9\nCfRW1eHe/Gygraqe44uZD2xX1Qk1yU1EugMLgbOBd4GZqvqgty4d2AFcrqqzvWVdgY3Auao6P8xn\ntLpljGlw9u1zxWfVqsr25ZfQvTv0739o69IFJKqHs0evJo98r/YISkSScUdB94WsmgcMi7DZEOCj\niuLkmQvcJSLdVXWjFzMvZLu5wGUikqiqAWAo8D9hYq6rSW4ikgjMAv6kql/J4d/4QNx3cbAQqepm\nEfnC289hBcoYY+Jdbi588gmsXOleP/kE8vKgXz8YMACGDIGJE911o/o6KqqJaE7xdQASgbyQ5XnA\nWRG26QRsChMv3rqN3mvoD3+el1MHb7pThPftVMPc7sIddT1RRb4BVd1VxXsZY0xcUoXNm901oJUr\nK1txcWWPunHj4O674aSTIDEx1hlHp9H34hORTOByoH9d73vq1KkHpzMzM8nMzKzrtzDGmEP4i1FO\njntdscKdihs40LUrr4RHHnGn7er6FF1NZWdnk52dXattoylQO4EAkBGyPAPIjbBNboR49W0TKabc\ne8+qYir2EU1uo3BHQbm+U3uJwF9E5CZVPc6LTRSR9iFHURnAggif8ZACZYwxR0NenitEy5e7lpPj\nlg8a5IrRxInu9dhjY1+Mwgn9433atGlRb1ttgVLVMhFZAWQBr/hWZQFzImy2BLhHRFJ816FGA1u9\n608VMaFdxkcDOd71p4qYLOCBkPddXIPcHg2T5zzcNaknvfkVuMKYhes1WNFJoheuZ6Axxhx1+/e7\nArRsmWvLl7tlgwbB4MFw1VXw2GPQtWt8FqO6Fu0pvgeB50VkOe4HexLQGXgMQESmA4NV9Wwvfhbw\nR1zX8j8DPYHbgDt9+3wMuE5EZgCPAyOAy4BLfTEPAx+KyG3Aa8BYIBMYHkVujwOo6k4qj8jw8i0D\nclX1ay8mX0T+jjuq2oHrZv4AsAr4d5TfkTHGRK283N3g+vHHrhh9/DF8+63rPXf66e6a0T33wA9+\n0DSKUThRFShVfVlE2gGTcT/+q4HzfPcZdQKO98Xni0gW7uhlObAHuE9VH/LFfCciP8bdbzQR2Ar8\nRlVf88UsEZFLgbuBacB64BJVzYkit9BOGod8pDDLbgTKcEdQLYD3gF9YX3JjTF3IzYWlSyvbihXu\nSGjIEFeQrr3W9a5LSYl1pvEjqvugzOHsPihjTCRlZe5eo8WLYckS1/bvhzPOcAWpoii1aRPrTOtf\nTe6DsgJVS1agjDEVdu50RaiiIK1YAccfD8OGwdChrp10UtM9VednBaoeWIEypmlShfXrYdEiWLjQ\ntS1b3NHR8OGuKJ1xhhuzzhzOClQ9sAJlTNMQCLjTdR995NrChZCU5AZEHTHCFaV+/dwyUz0rUPXA\nCpQxjVNJievqvWCBK0iLF7sx6c480xWkkSPhuOPsdF1tWYGqB1agjGkciotdF+8PP4TsbHfvUc+e\nrhBVFKVjjol1lo2HFah6YAXKmIapuNh1887Odi0nxz1CIjPTPVJixAhIT49xko2YFah6YAXKmIah\nvNwVofffd+3jj6F3b1eQfvhDdw0pLS3WWTYdVqDqgRUoY+JTMOhGaHjvPfj3v12nhuOPhx/9yLWR\nI62HXSxZgaoHVqCMiR/ff+8KUkVRSk+Hs8+Gs85yR0odOsQ6Q1PBClQ9sAJlTOzs3w8ffADz5rm2\nd68rRhVFqUePWGdoIrECVQ+sQBlTfwIB9wC+ioK0cqW7GfaccyArC045BRISYp2liYYVqHpgBcqY\no2v7dpg7F9591xWljh1h9GjXRo2Kz0eUm+pZgaoHVqCMqVuBgHvsxDvvuPb1165Tw3nnuSOl446L\ndYamLliBqgdWoIw5crt3u6Okt992R0pduriCdN55bkw7e/RE42MFqh5YgTKm5lRh7Vp46y1XlFat\ncqfrzj8ffvxj6NYt1hmao80KVD2wAmVMdMrK3L1Ib7zhWnm5K0jnn++6gLdoEesMTX2qSYGy8XeN\nMXVu3z536u711931pB/8AC64AF591Y38bQOtmmhE3TFTRK4VkQ0iUiQiOSIyopr4viKSLSKFIrJJ\nRKaEiRnl7atIRL4RkWvCxIwTkTUiUiwiq0VkTE1zE5G7ROQLESkQkd0i8p6IDA2JyRaRoK8FRGRW\ntN+PMU1dbi48/jice647Vffcc26w1dWrXeeHO+5w3cGtOJloRVWgRGQ88BBwNzAAWAy8IyJdI8Sn\nAfOBbcBA4EbgVhG52RfTA3gbWOjt8x5gpohc5IsZCswGXgD6A7OAOSIyuIa5fQlcC/QFhgPfAnNF\npKMvRoGngQygE9AZOKxgGmMqrV8P99/vxrPr1cuNCH7lle4Bfm+/Dddc4zo+GFMbUV2DEpGlwCpV\nnehbtg6Yo6qTw8RPAqYDHVW11Fs2GZioqt28+XuBMara07fdk0BvVR3uzc8G2qrqOb6Y+cB2VZ1Q\nm9y89WnAPuAcVZ3vLfsA+FxVb6j2C8GuQZmm64sv4J//dC0vDy68EC66yA282qxZrLMz8a4m16Cq\nPYISkWTcUdD8kFXzgGERNhsCfFRRnDxzgS4i0t0XMy9ku7nAIBFJ9OaHRogZVtvcvG2uAXYBK0JW\nXyoiO7xTifeJSKsIn8+YJkPVnaabOtU9luLss2HnTnjkEXekVHFaz4qTqWvRdJLoACQCeSHL84Cz\nImzTCdgUJl68dRu919DCkufl1MGb7hThfTvVNDcR+QnudGEqsB34iaru9oW86OW1FeiDO+XYDzg3\nwmc0plFbswZeeglefhkKC+Hii+HJJ2HIEBtWyNSPptSL733cdawOwNXAmyIyWFW/B1DVp3yxa0Rk\nA7BMRAao6qpwO5w6derB6czMTDIzM49S6sbUj6+/dkXppZdgzx645BLX2eH0061zg6md7OxssrOz\na7VtNAVqJxDAdR7wywByI2yTGyFefdtEiin33rOqmIp9RJ2bqhYBG7y2TERGAb8E7orwGVZ4+z4J\nqLZAGdNQbdoEs2e7tmUL/PSn8Le/uZEc7EjJHKnQP96nTZsW9bbV/vNT1TLcj3VWyKosYFGEzZYA\nI0XEP1DJaGCrqm70xYTuczSQo6qBKmKycD31aptbhQTc6cFITvHWb6tmP8Y0OLt3wxNPuFEcBgyA\ndevgvvtcgZo50z323IqTiTlVrbYBlwDFwJXAycDDQD7Q1Vs/HXjPF5+Ou5YzC3c9Zyyu19xNvpge\nwH5ghrfPq7z3GOOLGQqUArcBPYHbgRJgUBS5dfPWpwF/Ak4HugGn4bqTFwF9vJgTgCm4DhfdgR8D\na4HleD0dw3wnakxDUlio+tJLqhdcoJqervrTn6q++qpqcXGsMzNNiffbGV3tiToQJuJOjxV5P9zD\nfeueAdaHxPcBsoFCYAtwR5h9jgRyvH2uB64OEzPWKxbFwBrgwhrm1gL4P2Czt34z8Cow0BfT1ct1\nhxezDngQaFPF91H3/+WMqWPBoOqCBapXXqnatq3q2WerPvOM6r59sc7MNFU1KVA2Fl8t2X1QJp6t\nXw8vvADPP+/Gurv8cpgwAY49NtaZmabOxuIzpgnav991CX/2WfjqK/jZz9zNtKeeaj3wTMNkR1C1\nZEdQJh6owqJF8PTTbiDWzEy44gr3PKXk5FhnZ8zh7HEb9cAKlImlrVvd6bunn4akJDf+3c9/Dhmh\nN1wYE2fsFJ8xjVAg4B5h8cQTsGCBG9nh+efhjDPsFJ5pnKxAGRPntmxxR0pPPeWOkH79a/jHP6CV\njRRpGjkrUMbEoWDQHS09/rg7Who/Hl57zXV4MKapsAJlTBzZtQueecYNNdSmDUyaZEdLpumyAmVM\nHMjJgUcfdUdJF1wAs2bZAK3GWC++WrJefOZIlZS4+5YeeQS2b3dHS7/6FXToEOvMjDl6rJt5PbAC\nZWorL89dW/rb36BfP7jhBnffUmJVQxcb00jU6RN1jTF145NP4Je/hJNPdj3z3nsP5s2D88+34mRM\nOFagjDmKgkF44w33WIsLLnDF6Ztv3BFUnz6xzs6Y+GadJIw5CoqL3U20DzwAaWnwu9/BuHE2/JAx\nNWEFypg6tHOnu7b06KMwaJA7Uho1ynrjGVMbdorPmDrw3Xdw/fVw0kmwcSO8/z689ZYbvNWKkzG1\nYwXKmCOwdi1cdhkMHOhupl271g1J1Lt3rDMzpuGzAmVMLSxfDhddBD/6kev4sH493HMPdO4c68yM\naTyiLlAicq2IbBCRIhHJEZER1cT3FZFsESkUkU0iMiVMzChvX0Ui8o2IXBMmZpyIrBGRYhFZLSJj\napqbiNwlIl+ISIGI7BaR90RkaEhMiojMFJEdXtzrImLPHzWH+PBDyMpyHR5+9CPYsAH+8Ac3LJEx\npm5FVaBEZDzwEHA3MABYDLwjIl0jxKcB84FtwEDgRuBWEbnZF9MDeBtY6O3zHmCmiFzkixkKzAZe\nAPoDs4A5IjK4hrl9CVwL9AWGA98Cc0Wkoy/mYeAiYDwwAkgH3hKxKwhNnSp88IHr7HDVVfBf/+W6\niv/mN5CaGuvsjGm8ohpJQkSWAqtUdaJv2TpgjqpODhM/CZgOdFTVUm/ZZGCiqnbz5u8FxqhqT992\nTwK9VXW4Nz8baKuq5/hi5gPbVXVCbXLz1qcB+4BzVHW+iKQDO4DLVXW2F9MV2Aicq6rzw+zDRpJo\n5FRdZ4dp0yA3F6ZMcY9RT7K+r8bUWp2OJCEiybijoNAf6XnAsAibDQE+qihOnrlAFxHp7ouZF7Ld\nXGCQiFTcVz80Qsyw2ubmbXMNsAtY4S0eiOtyf3A/qroZ+KKKz2gaKVU3ysPIkXDtte75S2vXwi9+\nYcXJmPoUzSm+DkAikBeyPA/oFGGbThHixbdNpJgk7z2riqnYR9S5ichPRGQ/UAz8FviJqu72vU9A\nVXdVtx/TuH30kTuVd/31rjitXesepW6FyZj615T+t3sfdx2rA3A18KaIDFbV72u7w6lTpx6czszM\nJDMz8whTNLGyYgVMngxffQVTp8KECVaUjKkL2dnZZGdn12rbaP4X3AkEgIyQ5RlAboRtciPEq2+b\nSDHl3ntWFVOxj6hzU9UiYIPXlonIKOCXwF1ebKKItA85isoAFkT4jIcUKNMwrVkDf/wjLF3qCtRV\nV0FKSqyzMqbxCP3jfdq0aVFvW+0pPlUtw12ryQpZlQUsirDZEmCkiPj/Vx8NbFXVjb6Y0H2OBnJU\nNVBFTBaup15tc6uQgDs9iLePcv9+vE4SvaLYj2mANm50N9j+8IcwdCh8/bU7pWfFyZg4oqrVNuAS\n3LWbK4GTcV2y84Gu3vrpwHu++HRgK65beB9gLK7X3E2+mB7AfmCGt8+rvPcY44sZCpQCtwE9gduB\nEmBQFLl189anAX8CTge6AacBTwNFQB/ffv4KfA+cBZyKOyW4Aq+nY5jvRE3Ds3u36u9+p9quneqU\nKar79sU6I2OaFu+3M6raE9VZdlV9WUTaAZOBzsBq4Dx1Pd3AdSQ43hefLyJZwKPAcmAPcJ+qPuSL\n+U5EfuwVqIleQfuNqr7mi1kiIpfi7nGaBqwHLlHVnChy2+SFlOOK5BVAe1zvveXACFVd4/uYNwJl\nuPuuWgDvAb/wvlDTwBUXuyfX3nuvu8l29Wob9cGYeGdP1K0luw+qYQgGYdYsuOMOGDAApk+HXr1i\nnZUxTVdN7oOyfkqm0froI7jpJvcMphdecPc1GWMaDitQptH57jv4/e/h44/dKb3x4+2RF8Y0RDaa\nuWk0CgrcqbyBA6FvX/jiC7j0UitOxjRUVqBMgxcMwnPPQc+ervv4p5+6e5tsIFdjGjY7xWcatE8+\ncfcvBYPwyiswZEisMzLG1BU7gjIN0t69bry8c891oz8sWWLFyZjGxgqUaVAqTuf16gWBgLvOdOWV\nkGD/ko1pdOwUn2kwPv0UrrsOSkrgjTdg8ODqtzHGNFz2d6eJe4WFrtt4VpZ7JtPSpVacjGkKrECZ\nuDZvnusyvnmzG57ommsgMbH67YwxDZ+d4jNxaccOuOUWWLgQ/vpXOO+8WGdkjKlvdgRl4ooqPP+8\nO2rKyHBHTVacjGma7AjKxI3vv4err3ZHT//6lxsRwhjTdNkRlIk5VXjySVeQMjNh2TIrTsYYO4Iy\nMbZpkztq2rkTPvjAndozxhiwIygTI6rw97/Daae5x2AsWWLFyRhzKDuCMvVuyxY3PNH27fD++9Cv\nX6wzMsbEo6iPoETkWhHZICJFIpIjIiOqie8rItkiUigim0RkSpiYUd6+ikTkGxG5JkzMOBFZIyLF\nIrJaRMbUJDcRSRKRe0XkUxEpEJGtIvKiiHQL2Ue2iAR9LSAis6L9fkx0/vlPd9Q0ZIi74daKkzEm\nkqgKlIiMBx4C7gYGAIuBd0Ska4T4NGA+sA0YCNwI3CoiN/tiegBvAwu9fd4DzBSRi3wxQ4HZwAtA\nf2AWMEdEBvtiqsst1Vv+J+BU4AKgmxfj//wKPA1kAJ2AzsBhBdPUTn4+XHEF3H47vPkm3Hmne9Kt\nMcZEIqpafZDIUmCVqk70LVsHzFHVyWHiJwHTgY6qWuotmwxMVNVu3vy9wBhV7enb7kmgt6oO9+Zn\nA21V9RxfzHxgu6pOqE1u3vpewBqgn6qu8ZZ9AHyuqjdU+4W4eI3muzOweLEbouiss+DBB6FVq1hn\nZIyJFRFBVaN6jGi1R1Aikow7CpofsmoeMCzCZkOAjyqKk2cu0EVEuvti5oVsNxcYJCIVg9kMjRAz\n7AhyA2iNO2LaE7L8UhHZ4Z1KvE9E7Kf0CJSVuQcHjh0LDzwATzxhxckYE71oOkl0ABKBvJDlecBZ\nEbbpBGwKEy/euo3ea2hhyfNy6uBNd4rwvp1qm5tX1B4A3lDVrb5VL3p5bQX64E459gPOjfAZTRU2\nbICf/QzatnUPFezcOdYZGWMamibVi887MnsRSAfO969T1ad8s2tEZAOwTEQGqOqqcPubOnXqwenM\nzEwyMzPrOuUG6ZVXYNIkd73pxhvtWU3GNGXZ2dlkZ2fXattoCtROIIDrPOCXAeRG2CY3Qrz6tokU\nU+69Z1UxFfuIOjevOM3GHR2NUtXQ03uhVnj7PgmotkAZKC6G3/3ODVP09tv2SAxjzOF/vE+bNi3q\nbav921ZVy3A/1lkhq7KARRE2WwKMFJEU37LRwFZV3eiLCd3naCBHVQNVxGTheupFnZuIJAEvA32B\nTFXdESFvv1Nwpw+3RRHb5H3zDQwbBrm5sHKlFSdjTB1Q1WobcAlQDFwJnAw8DOQDXb3104H3fPHp\nuGs5s3BHLGOBfcBNvpgewH5ghrfPq7z3GOOLGQqUArcBPYHbgRJgUBS5dfPWJwKv4a6JDcAdXVW0\n5l7MCcAUXIeL7sCPgbXAcryejmG+EzXO7NmqHTqoPvKIajAY62yMMfHM++2MrvZEHQgTgQ1AkffD\nPdy37hlgfUh8HyAbKAS2AHeE2edIIMfb53rg6jAxY71iUYzrGn5hDXPrjjtVF65d5sV09XLd4e1j\nHfAg0KaK7+Mo/KdrWIqLVSdNUj3xRNUVK2KdjTGmIahJgYrqPihzuKZ+H9SWLXDxxa533jPPQOvW\nsc7IGNMQ1Ol9UMaEWrDAXWO64ALXY8+KkzHmaGhS3czNkVGFmTPhv//bPfV29OhYZ2SMacysQJmo\nFBbCr38Na9a4R2Mcf3ysMzLGNHZ2is9U69tvXRfyhARYtMiKkzGmfliBMlX66CNXnH71K3juOUhN\njXVGxpimwk7xmYiefRZ+/3v4xz/sepMxpv5ZgTKHCQTgD39wPfQ+/BB69Yp1RsaYpsgKlDlEQQFM\nmAD79sHHH0P79rHOyBjTVNk1KHPQ99/D8OFwzDEwb54VJ2NMbFmBMgDk5MDQoXD55fDkk5CSUv02\nxhhzNNkpPsM778Bll8FTT8GFF8Y6G2OMcewIqol75hm44gp44w0rTsaY+GJHUE2UKvz5z/D3v7ue\nej17xjojY4w5lBWoJqi8HK6/HpYtc8MWdeoU64yMMeZwVqCamMJC+NnPoKjIHTmlpcU6I2OMCc+u\nQTUhe/fC2We7x2O89ZYVJ2NMfLMC1URs3w4//CGccYYbU8+6kRtj4l3UBUpErhWRDSJSJCI5IjKi\nmvi+IpItIoUisklEpoSJGeXtq0hEvhGRa8LEjBORNSJSLCKrRWRMTXITkSQRuVdEPhWRAhHZKiIv\niki3kH2kiMhMEdnhxb0uIsdG+/3Es82b4cwz3QMGH3wQJKpnWRpjTGxFVaBEZDzwEHA3MABYDLwj\nIl0jxKcB84FtwEDgRuBWEbnZF9MDeBtY6O3zHmCmiFzkixkKzAZeAPoDs4A5IjK4Brmlesv/BJwK\nXAB082L8n/9h4CJgPDACSAfeEmnYP+fr18PIkXDVVTBtmhUnY0zDIapafZDIUmCVqk70LVsHzFHV\nyWHiJwHTgY6qWuotmwxMVNVu3vy9wBhV7enb7kmgt6oO9+ZnA21V9RxfzHxgu6pOqE1u3vpewBqg\nn6quEZF0YAdwuarO9mK6AhuBc1V1fph9aDTfXSytXetGIZ8yBa457NjUGGPqn4igqlH9qVztEZSI\nJOOOgkJ/pOcBwyJsNgT4qKI4eeYCXUSkuy9mXsh2c4FBIpLozQ+NEDPsCHIDaA0osMebH4jr0Xhw\nP6q6Gfiimv3ErZUr4ayz4J57rDgZYxqmaE7xdQASgbyQ5XlApDtoOkWIF982kWKSvPesKqZiHzXO\nzStqDwBvqOpW3/sEVHVXtPuJZ4sXw7nnwl//Cj//eayzMcaY2mlS90F5R2Yv4q4vnX+k+5s6derB\n6czMTDIzM490l0ds8WIYMwZeeAHOOaf6eGOMOZqys7PJzs6u1bbRFKidQADICFmeAeRG2CY3Qrz6\ntokUU+69Z1UxFfuIOjevOM0G+gCjVHWPb3UukCgi7UOOojKABWE+H3BogYoHS5e64vT881acjDHx\nIfSP92lVErt2AAAdhElEQVTTpkW9bbWn+FS1DFgBZIWsygIWRdhsCTBSRPx324wGtqrqRl9M6D5H\nAzmqGqgiJgvXUy/q3EQkCXgZ6AtkquqOkPgVuMKY5dumK9Cris8YV5Ytc93In33Wnd4zxpgGT1Wr\nbcAlQDFwJXAyrkt2PtDVWz8deM8Xnw5sxXUL7wOMBfYBN/liegD7gRnePq/y3mOML2YoUArcBvQE\nbgdKgEFR5NbNW58IvAZswnU3z/C15r79/BX4HjgL1x39fVzhkgjficaL5ctVO3ZUffPNWGdijDFV\n8347o6s9UQfCRGADUAQsB4b71j0DrA+J7wNkA4XAFuCOMPscCeR4+1wPXB0mZiyw1itCa4ALa5hb\nd9xpwHDtMl9cslfcdgAFXlE7torvo+7/y9XCihWuOL3+eqwzMcaY6tWkQEV1H5Q5XDzcB/XJJ+50\n3uOPu2tPxhgT7+r0PigTnz7/HM47D/72NytOxpjGqUl1M28sNmxwxemhh2Ds2FhnY0wcU4VgEAKB\nyld/8y8LN13Va6Rl0cxHWlaXreKzV7UuNCbcNqGxkV790zfeCBdffMT/+axANTDbtkFWFkyeDJde\nGutsTNxSdT+AZWWulZZWTpeXV06HLgv3Gjrtb5GWV7RAIPJ8RTHwLw9dFjpd1bJwLRh0A1AmJkJC\ngnv1t9Bl/vmKaf9r6PpIMf750Pf3x0RaFrpdpOVJSeHXiUTermKd/7WqbSK9hsb75088sU7+GVuB\nakD27HH3N11xBUyaFOtsDOB+AIuLXSsqcq8lJYe+hi4LbaWlh76GLqtoFYUmtPkLkP81IQGSk11L\nSamcTk52P2yR5iumK14TEw9d52/+dSkpkJpauTxcbHWvVU1XtSxSq/jBNA2SdZKopfruJHHggBv4\n9fTT7ZEZUSsthYIC1w4cqHz1t8JC1/zT/lZUFL5VFKSyMmjWDFq0qHxt3txNh75G01JSKl9Dp/0t\nOdmt8xcffxFKSbEfZhOXatJJwgpULdVngSothQsvhIwMePrpJvC7U1rqHv9b0fbtq5zOz4/c9u93\nRajiNRBwjw1u1QpatqxsofOpqYe2li1doUlNda8VrWK+efPKZSkp9teCMTVgBaoe1FeBCgTcgK+F\nhfDKK+7sRoOh6orFjh2wc6d7rWi7dsHu3eFbaSm0aeNa69aHTrduDenph7e0tENbq1buCMOKhzFx\npSYFqiH93DU5qnDDDa5jxLvvxlFxCgbdM+Q3b3Zt2zbIzT285eW5pI85xrUOHSpfO3RwF1LbtTu0\ntW3riosVFmOavHj5yTNh3HcfLFoECxa4s0r1pqwMvv/e9WffsAG+/RY2bqwsSFu3uiOZrl3h2GOh\nSxfo3BlOPRU6dapsGRnuNJgxpsEIlgfREiVYEiRYEkRLK6f98weXl3rxpZXLWo9sTdqpaUecixWo\nODVnDsycCUuWuDNYdU7VFZsvvnDtyy/hq69cQdq2zRWd44+HE05w7Sc/gW7dXOvSpZ4rpjGNn6qi\npUqgKECwOOhaUbByOnRZSchy37yW6KHLfK/+4lOx3L8MIKFZAgnNEpBm4qZTwkyn+GJSEpCUyvWt\nBrSqk+/ErkHV0tG8BlXxTKd582DAgDrYYX4+rFrlHrP7ySewZo0rRq1aQa9erp18MvTs6U67HXec\n6wlmTBOmqmiZEigMECwMHvpaFHTTRW5ZsMi3PHS6qHL6kHl/sSlyxUGShYTmCSS0cD/+CS0SSGie\nQGKLRLe8uSsIofMV0wnNwr8eLC4Vy/zFx7dcmgkJSUe3F5Z1kqgHR6tArV8PI0a43nrnnVeLHZSU\nwMcfu7ZyJaxYAVu2wCmnwGmnudNwffu6gtSmTZ3nb0x90qASOBAgUBA4+Bo8EDxkPnDAKywHAgdb\n8IArIv51B2N8hUgShITUBBJTE91ri8TK+RYJh0wfXOa1xBZVzx8sPC18BSKx8V97tQJVD45Ggdq1\nC4YNg5tvhokTo9youNgVo+xs15Yvh969YehQGDjQFaWTT46jHhamKdOAEigIUJ5fTmB/gMD+kOn9\nldOBAt+ygkBl2185HSwKuh//tEQSWyaS2OrQ14SWCW6+ZYT5igLT0r0eXNbSKxzJjf2ejvpnBaoe\n1HWBKilxQxidcYbrHFGlb7+F//s/ePNNyMmBPn0gM9O14cOP0kUr09QFS4KU7yunfG955evecgL5\nATfvtcA+r+jkH/4aKAy44pCWSFJ6kissIdOJaa7AJKUlHZz2Lz+kpSYiCY3/qKMxsQJVD+qyQKm6\ne51KSuDllyPciPvVV+5GqFdegU2b3EWqMWNg5Eh3348x1VBVgoVByvaUUb6nnPLd5W56dznle8or\nl+8tP/x1bzlariS1SSKpTRKJrRPddGvXEtMTD0775xPTveJT8drKCkpTZ/dBNTDTprlrTx98EFKc\ncnPhiSdc1dqzxw1d/sAD7iKVnbJr0jSolO8tp2xnGWW7ytyrr5XvLnfLd/mmd5cBkNw+maS2SSS3\nO/Q1qW0Sqb1SSWqTRHLb5IPFqKIlpCYgdn+aqUf2Kxdjr77qOkQsX+67ZejTT2HGDHjjDRg/3hWp\nIUOawBhHTZeqUr6vnLK8Mkq3l1KaV0rZdjddtqPsYCvd4ebLd5eT2CqR5A7JB1tS+yQ33T6ZFie2\ncIWoXVLla7tkElMTY/1RjYla1Kf4RORa4HdAZ9yj129S1YVVxPcFHgFOB3YBT6jqn0JiRgEP4B4P\nvwW4T1UfD4kZB9wFnAh8g3t0/Gs1yU1ELgKuAU4DOgCZqrogZB/ZwJm+RQq8pKr/FeHzHfEpvjVr\n3GWjf/0LBg8MuokZM9zpvOuvh1//2o2uYBqsQHGA0m2llG4tpTS3ira9lIRmCaRkpJCckUxKxxSS\nO3qvxySTfEwyKcdUTid3SLYL+KZBqvNTfCIyHngImAgsAq4D3hGRXqq6OUx8GjAfyAYGAr2AZ0Wk\nQFVneDE9gLeBp4AJwEjgryKyXVVf9WKGArOBKcCrwDhgjogMU9XlNcitpbfuBeD5CB9TgaeB24GK\nL68omu+nNvbscZeQHrhfGfzlP+Dnd7v7km65BX76UzcIqYlbGlTKdpZRsrmksm1xraIglWwtIVAQ\nIKVzCs06NyOlcwopnVxLG5x2cDolwxWjxBZ2dGOMX1RHUCKyFFilqhN9y9YBc1R1cpj4ScB0oKOq\nlnrLJgMTVbWbN38vMEZVe/q2exLorarDvfnZQFtVPccXMx/YrqoTapqbiLQHdhD+COoD4HNVvaHa\nL4QjO4IKBOD882FYxnqmbL7GVasHH4Qzz7Qx6OJEeX45xd8XU/J9yWGvJZtKKNlaQlJ6Es26NqNZ\n12akHJtCs2O96c4pNOvSjJQuKSS3T7brNsb41OkRlIgk446CQjs/zwOGRdhsCPBRRXHyzAXuEpHu\nqrrRi5kXst1c4DIRSVTVADAU+J8wMdcdQW5VuVREfgbkAe8A01S1oBb7qdIf/1DOhV8/xDXL74Hb\nb3ePR7ZOD/UqUBig+Ntiir4tovjbYoq/85o3HSwJ0rx7c5od14zmx7nXdqPbufluzUk5NoXE5nbE\nY8zRFM2vYgcgEfej7ZcHnBVhm07ApjDx4q3b6L3ODxOT5L1nnhcT7n07HUFukbzo5bUVd03sHqAf\ncG4N91Olefd+wqUPXUXPIe2QecvcOHfmqCjPL6dwXSFF3xRR9E0RxeuLKVpfRNH6Isp2ldG8R3Na\nHN+C5sc3p3mP5qQPSad5j+Y0P765HfkYEwfsz3aPqj7lm10jIhuAZSIyQFVXhdtm6tSpB6czMzPJ\nzMyM/AbFxWyfdCcDnnuWoql/IWXKZXY6rw5oQCnaUEThF4WuGK0rovAr91qeX07qf6TS4gctaPGD\nFqQPTyfjsgxanNiCZsc2axLDyhgTa9nZ2WRnZ9dq22gK1E4gAGSELM8AciNskxshXn3bRIop996z\nqpiKfdQmt2it8PZ9ElBtgapScTGlPxnDp0ubsf/Rzxg7KTRdU51geZCir4soXFvIgbUHDr4WrSsi\npVMKqb1SSe2ZSqtTW9Hx0o60+I8WNOvSzG4KNSbGQv94nzZtWtTbVlugVLVMRFYAWcArvlVZwJwI\nmy0B7hGRFN91qNHAVu/6U0XMmJDtRgM53vWnipgsXFd0//suPoLconUK7vThtiPaS3ExeuEYlnzZ\nlrlXv8D9k+ygtTql20sp+KyAA58d4MDnByj4rIDCLwppdmwzUvuk0rJ3S9r9pB3dbu1Gas9UElva\ntSBjGqNofy0fBJ4XkeW47tqTcPccPQYgItOBwap6thc/C/gjrmv5n4GewG3Anb59PgZcJyIzgMeB\nEcBlwKW+mIeBD0XkNuA1YCyQCQyPIreD91OJSFvgOKCtt+gkEdkH5KpqnoicgOvq/i/cUVkf4H7c\nUdSiKL+jwxUXw0UX8VVea/7Q9QWy77Pi5KeqlGwpoWBFAftX7mf/iv0UrCwgWBSk5SktaXVKK9KH\npdNlYhdS+6SS1Mq+P2OakprcqDsR+D3ux3817mbYRd66Z4AzVfVEX3wf4FHcjbp7gL+p6t0h+xwJ\nzMAVhK3APar6ZEjMWOBu4ARgPfAHVX092ty89ZcDz+BOMfpNU9W7RKQr8A8vj1a4Dh5vAXep6t4I\n30fV3cxLSmDsWHYVt6TvZ7NYsjyJHj0ihzcFZbvLyF+WT/7SfPZ/vJ/9K/eDQtrANFqd1urga/Pu\nza2DgjGNlA0WWw+qLFBecSpNSqX3qlnc/3AyY0JPZjZyGlAOrD5A/tJ89i3ZR/7SfEq3lJI2OI30\nIemknZ5G2sA0mnVtZsXImCbEClQ9iFigSkpg3Di0eXPGlfwvx52YzEMP1X9+9S1YHqRgZQF7F+xl\n34f72LdwH8kdk2k9rDXpQ9JJH5pOau/Uo/60TmNMfLMCVQ/CFqhg0I04npjIw0Nn8+LLySxc2DhH\nLdKgUrCqgN3zdrM3ey/5S/Jp3r05rc9sTZtRbWhzZhtSMhrhBzfGHBF73EasvPQSbNrE8plL+fOY\nZD7+uHEVp5ItJeyev5s98/awZ/4ekton0W50O7pM7ELvF3uT3D451ikaYxoRO4KqpcOOoIqLoVcv\nCmY+Q7/fZPLAA+5gqiHTgJL/cT47X9/J7n/tpmRrCW3Pakvb0W1pl9WO5t2bxzpFY0wDY6f46sFh\nBer++9EFC7g4+Q26dIGZM2OX25EIFAXY8+897HxtJ7ve3EVKxxTaX9ieDv/ZgbRBaTb6gjHmiFiB\nqgeHFKjdu6FnT/55wwLufqUXH38MzZrFNr+aCBQG2PXWLra/tJ097+2h1amt6HBhBzpc2IEWJ7So\nfgfGGBMlK1D14JACdcst5OcVceK8v/HBB9C3b2xzi0awLMief+9h+6zt7HpzF2mnp9Hx0o60/8/2\npHRoRBfOjDFxxQpUPThYoNavR884gwtPXMOoSzL47W9jnVlkqu6aUt4/8tjx8g6an9CcjAkZdLyk\no/W4M8bUCytQ9eBggRo/no/29mNKyR28/z4kxOFtPuX7ysn7Rx5bH99KsChIxuUZZPzMjeptjDH1\nyQpUPRAR1SVLKL3wYn4QWMdHK1Lp3j3WWR0qPyefrY9tZecrO2mb1ZYu13ShzQ/b2AjfxpiYsfug\n6knwlt9xV8rd3PWn+ClOwdIgebPy2PLIFsp3ldP5150Z/MVgmnVqQL02jDEGO4KqNRHRLcecwm+G\nreSfrybG/NmD5QXlbHtqG5sf2EyLni3odks32p3TzrqFG2Piih1B1ZNbAvfz2JOxLU5lu8rYPHMz\nWx/dSutRrenzf31IH5weu4SMMaaOWIE6AhOezeKYY2Lz3iW5JWy6dxO5z+XSYWwHTl14Kqk9U2OT\njDHGHAV2iq+Wqn0e1FESOBBg0wOb2PzwZjJ+kcFxtx5Hs2Pt+pIxpmGwU3yNkAaUbc9s47s7v6PN\nmW0YmDOQFsdbN3FjTONlBSrOqSq739nN+t+vJ7l9Mn1f62vXmIwxTULUt5WKyLUiskFEikQkR0RG\nVBPfV0SyRaRQRDaJyJQwMaO8fRWJyDcick2YmHEiskZEikVktYgc9mza6nITkYtE5F0R2S4iQRE5\nM8w+UkRkpojsEJECEXldRI6N7ts5Ogq/KeSz0Z+x/rfrOeG/T2BA9gArTsaYJiOqAiUi44GHgLuB\nAcBi4B0R6RohPg2YD2wDBgI3AreKyM2+mB7A28BCb5/3ADNF5CJfzFBgNvAC0B+YBcwRkcE1zK0l\nsAi4GYh04ehh4CJgPDACSAfekhg8j1wDyqYZm1g5ZCXtzmvHoM8H0eGCDvZodGNMkxJVJwkRWQqs\nUtWJvmXrgDmqOjlM/CRgOtBRVUu9ZZOBiarazZu/Fxijqj192z0J9FbV4d78bKCtqp7ji5kPbFfV\nCTXNTUTaAzuATFVd4Fue7i2/XFVne8u6AhuBc1V1fpjPeFQ6SRz44gBf/eorpJnQ86mepP7AeuYZ\nYxqPmnSSqPYISkSScUdBoT/S84BhETYbAnxUUZw8c4EuItLdFzMvZLu5wCARSfTmh0aIGXYEuYUz\nEHc97uB+VHUz8EUN91NrwbIgG/97I6vOXEXGZRkMeH+AFSdjTJMWzSm+DkAikBeyPA/oFGGbThHi\nxbdNpJgk7z2riqnYR21yi5RvQFV3HeF+aqXgswJWnrGSvQv2MjBnIMdOOtbGyzPGNHnWi+8ITJ06\n9eB0ZmYmmZmZNd5H7j9yWX/zek649wQ6XdHJrjMZYxqV7OxssrOza7VtNAVqJxAAMkKWZwC5EbbJ\njRCvvm0ixZR771lVTMU+apNbpHwTRaR9yFFUBrAgwjaHFKiaCpYFWX/rena9tYv+7/enVb9Wtd6X\nMcbEq9A/3qdNmxb1ttWe4lPVMmAFkBWyKgvXMy6cJcBIEfE/BW80sFVVN/piQvc5GshR1UAVMVm4\nnnq1zS2cFbjCeHA/XieJXjXcT1RK80r5NOtTitYVMXD5QCtOxhgTRrT3QT0I/FJErhSRk0XkYaAz\n8BiAiEwXkfd88bOAQuBZEekjImOB24AHfDGPAceKyAxvn1cBlwH3+WIeBn4kIreJSE8RuR3IBGZE\nkdvjFQEi0lZE+gP9vEUniUh/EckAUNV84O/AX0TkLBE5FXgeWAX8O8rvKCr5y/JZMXgFbUa2od+b\n/Uhum1yXuzfGmMZDVaNqwERgA1AELAeG+9Y9A6wPie8DZOMK1RbgjjD7HAnkePtcD1wdJmYssBYo\nBtYAF9YkN2/95UAQdzrQ3/7oi0nGFcQdQAHwGnBsFd+H1tTWp7bqwmMW6vZXt9d4W2OMaQy8386o\n6o4NFltLNbkPSlX59o5v2fHKDvq+1peWJ7c8ytkZY0x8ssFi44iqsuH3G9g9fzenLjyVlA4p1W9k\njDHGCtTRpKp8c/M37PtoHwPeH0ByO7veZIwx0bICdZRoUPn6hq/Zv2w//d/rb50hjDGmhqxAHQUa\nVNZNWseBzw/Qf35/klrb12yMMTVlv5x1TAPKV7/+iqJ1RZwy9xSS0uwrNsaY2rBfzzqkQeXLK7+k\nZGMJp7x7CoktE6vfyBhjTFhWoOrQxj9vpGhdEf3f609iqhUnY4w5Elag6sjON3ay7YltnLbsNCtO\nxhhTB6xA1YEDXxzgqyu/ot9b/WjWuVms0zHGmEYh2rH4TARle8tYPWY1J/zlBNLPSI91OsYY02jY\nUEe1JCIaLA/y+QWf0+KEFpw086RYp2SMMXGvTh/5biL79s5vCRQEOPHBE2OdijHGNDp2DeoI5L2Q\nx8DlA0lItjpvjDF1zU7x1ZKIaH5OPmkD02KdijHGNBg1OcVnBaqWavK4DWOMMY5dgzLGGNPgRV2g\nRORaEdkgIkUikiMiI6qJ7ysi2SJSKCKbRGRKmJhR3r6KROQbEbkmTMw4EVkjIsUislpExtQmNxGZ\nKiJbvHw+EJHeIeuzRSToawERmRXdt2OMMaauRVWgRGQ88BBwNzAAWAy8IyJdI8SnAfOBbcBA4Ebg\nVhG52RfTA3gbWOjt8x5gpohc5IsZCswGXgD6A7OAOSIyuCa5ichtwM3AdcAgYDswX0T8j7ZV4Gkg\nA+gEdAYOK5jGGGPqSTTPhQeWAo+FLFsH/DlC/CRgL5DiWzYZ2OSbvxf4KmS7J4FFvvnZwNyQmPnA\nizXJDdgK/D/ffHMgH7jat+wD4H+i+T68eDXOBx98EOsU4oZ9F5Xsu6hk30Ul77czqt/Zao+gRCQZ\ndxQ0P2TVPGBYhM2GAB+paqlv2Vygi4h098XMC9luLjBIRCoGsxsaIWZYtLmJyPG4I6KDMapaDCwI\nk/+lIrLDO5V4n4i0ivD5jE92dnasU4gb9l1Usu+ikn0XtRPNKb4OQCKQF7I8D/fDH06nCPHi2yZS\nTJL3nlXFVOwjmtw64U7fVZf/i8AEIBO4CxgH/DP0gxljjKkfdqOuR1Wf8s2uEZENwDIRGaCqq2KV\nlzHGNFnVnQMEkoEyYFzI8keADyJs8xzwZsiyQUAA6O7NfwjMDIm5GCgBEr35jcBvQ2J+B3wbbW7A\n8UAQGBgS8xbwTBWfW7x9/zTCerVmzZo1azVv0V6DqvYISlXLRGQFkAW84luVBcyJsNkS4B4RSfFd\nhxoNbFXVjb6Y0C7jo4EcVQ34YrKAB0Led3EUuf3Ti/lWRHK9ZSsARKQ5MBL4bRUf/RTc6cNt4VZq\nlDeaGWOMqaVoqhhwCVAMXAmcDDyM6wXX1Vs/HXjPF5+O6zk3C+gDjAX2ATf5YnoA+4EZ3j6v8t5j\njC9mKFAK3Ab0BG7HHWENiiK3br6Y3wN7gIuAvrjegZuBlt76E4ApuA4X3YEfA2uB5XijbVizZs2a\ntfpt0QfCRGADUOT9cA/3rXsGWB8S3wfIBgqBLcAdYfY5Esjx9rkeX7dvX8xYr1gUA2uAC2uSmy/m\nj14ehbgu5b1967p6ue7w9rEOeBBoE+v/QNasWbPWVJuNxWeMMSYu2Vh8NVTTIZ8aKxEZKSKvi8hm\nb2ioy2KdUyyIyO0iskxE9onIdhF5Q0T6xDqvWPD+3/jU+y72ichiEflxrPOKB96/k6CI/E+sc6lv\nInJnyDByQRHZGs22VqBqoKZDPjVyrYDPgRtwp02bqjNxvUaHAj8EyoH3RKRNTLOKjU24672n4q7n\nvg+8JiKnxDSrGBORIcDVwKexziWGvqRyGLlOQL9oNrJTfDUgIkuBVao60bdsHTBHVSfHLrPYEpH9\nwHWq+nysc4k1b3zHfbhrpW/HOp9YE5FduGHGnox1LrEgIq1xvYevBKYCn6vqDTFNqp6JyJ24W4Fq\n/IeKHUFFqZZDPpmmJx33/9WeWCcSSyKSICKX4sa9XBDrfGLoCeBlVf0w1onE2Ane0yQ2iMj/ekPQ\nVctGkoheVcMqnVX/6Zg49TCwEncPX5MjIn1xn7057tTvJar6VWyzig0RuRp3C8vPYp1LjC0Ffok7\nzdcRd0vPYhHprapV/iFnBcqYOiIiD+KOpodr0z13/iXu0TitcSPDzBaRTFVdEdu06peI/AfwZ9y/\nhWCs84klVZ3rn/culXwLXI67ph+RFajo7cQN1ZQRsjwDyK3/dEw8EZEZuJvGM7VytJQmR1XLcfck\nAnwiIqfjnsP2q9hlFRNDgfbAWpGDg84kAmeKyETcIAFlsUoullS1UETWACdVF2vXoKLk/WOqGFbJ\nLwtYVP8ZmXghIg8D44EfqurXsc4nziTgfpibmldxPdX6+1oO8L9A/6ZanODgUHMnE2EYOT87gqqZ\nB4HnRWQ5rihNwj159/GYZhUDXm+1H+AG1U0AjhOR/sBuVd0U0+TqkYg8CvwcuBDYJyIVR9gFqnog\ndpnVPxGZjntK9iYgDff4mlHAubHMKxZUNR83As5BInIA9//HF7HJKjZE5D7gTeB73BmnKUAqblDx\nKlmBqgFVfVlE2uGeDtwZWA2c15R+kH0G4YaMqrjWMs1rz9G0TudMwn0H/w5ZPg33XLGmpBPwgve6\nD/gMOFdV34tpVvGjqV6X7Iobl7UDbji5pcCQaH437T4oY4wxccmuQRljjIlLVqCMMcbEJStQxhhj\n4pIVKGOMMXHJCpQxxpi4ZAXKGGNMXLICZYwxJi5ZgTLGGBOXrEAZY4yJS/8fFDQJbcJDFDIAAAAA\nSUVORK5CYII=\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "NH=np.arange(0,5,.1)\n", "NO=.5\n", "plt.plot(NH,0.564E-04*(HUP(NO,NH,zz_rate_kapa_diat,zz_rate_k_diat)+OUP(NO,NH,zz_rate_kapa_diat,zz_rate_k_diat)),'b-')\n", "plt.plot(NH,0.19E-04*(HUP(NO,NH,zz_rate_kapa_myri,zz_rate_k_myri)+OUP(NO,NH,zz_rate_kapa_myri,zz_rate_k_myri)),'m-')\n", "plt.plot(NH,0.19E-04*(HUP(NO,NH,zz_rate_kapa_nano,zz_rate_k_nano)+OUP(NO,NH,zz_rate_kapa_nano,zz_rate_k_nano)),'r-')" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAaMAAAEGCAYAAADIRPqpAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "NO=np.arange(0,10,.1)\n", "NH=.1\n", "plt.plot(NO,0.564E-04*(HUP(NO,NH,zz_rate_kapa_diat,zz_rate_k_diat)+OUP(NO,NH,zz_rate_kapa_diat,zz_rate_k_diat)),'b-')\n", "plt.plot(NO,0.19E-04*(HUP(NO,NH,zz_rate_kapa_myri,zz_rate_k_myri)+OUP(NO,NH,zz_rate_kapa_myri,zz_rate_k_myri)),'m-')\n", "plt.plot(NO,0.19E-04*(HUP(NO,NH,zz_rate_kapa_nano,zz_rate_k_nano)+OUP(NO,NH,zz_rate_kapa_nano,zz_rate_k_nano)),'r-')\n", "\n", "plt.plot(NO,0.7E-04*(HUP(NO,NH,zz_rate_kapa_diat,5*zz_rate_k_diat)+OUP(NO,NH,zz_rate_kapa_diat,5*zz_rate_k_diat)),'b--')\n", "plt.plot(NO,0.2E-04*(HUP(NO,NH,zz_rate_kapa_myri,zz_rate_k_myri)+OUP(NO,NH,zz_rate_kapa_myri,zz_rate_k_myri)),'m--')\n", "plt.plot(NO,0.2E-04*(HUP(NO,NH,zz_rate_kapa_nano,zz_rate_k_nano)+OUP(NO,NH,zz_rate_kapa_nano,zz_rate_k_nano)),'r--')" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAaMAAAEGCAYAAADIRPqpAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nrkJggg==\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "NH=np.arange(0,10,.1)\n", "NO=0\n", "plt.plot(NH,0.564E-04*(HUP(NO,NH,zz_rate_kapa_diat,zz_rate_k_diat)+OUP(NO,NH,zz_rate_kapa_diat,zz_rate_k_diat)),'b-')\n", "plt.plot(NH,0.19E-04*(HUP(NO,NH,zz_rate_kapa_myri,zz_rate_k_myri)+OUP(NO,NH,zz_rate_kapa_myri,zz_rate_k_myri)),'m-')\n", "plt.plot(NH,0.19E-04*(HUP(NO,NH,zz_rate_kapa_nano,zz_rate_k_nano)+OUP(NO,NH,zz_rate_kapa_nano,zz_rate_k_nano)),'r-')\n", "\n", "NO=np.arange(0,10,.1)\n", "NH=0\n", "plt.plot(NO,0.564E-04*(HUP(NO,NH,zz_rate_kapa_diat,zz_rate_k_diat)+OUP(NO,NH,zz_rate_kapa_diat,zz_rate_k_diat)),'b--')\n", "plt.plot(NO,0.19E-04*(HUP(NO,NH,zz_rate_kapa_myri,zz_rate_k_myri)+OUP(NO,NH,zz_rate_kapa_myri,zz_rate_k_myri)),'m--')\n", "plt.plot(NO,0.19E-04*(HUP(NO,NH,zz_rate_kapa_nano,zz_rate_k_nano)+OUP(NO,NH,zz_rate_kapa_nano,zz_rate_k_nano)),'r--')" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAaMAAAEGCAYAAADIRPqpAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "NH=np.arange(0,10,.1)\n", "NO=0\n", "plt.plot(NH,0.564E-04*(HUP(NO,NH,zz_rate_kapa_diat,zz_rate_k_diat)+OUP(NO,NH,zz_rate_kapa_diat,zz_rate_k_diat)),'b-')\n", "plt.plot(NH,0.19E-04*(HUP(NO,NH,zz_rate_kapa_myri,zz_rate_k_myri)+OUP(NO,NH,zz_rate_kapa_myri,zz_rate_k_myri)),'m-')\n", "plt.plot(NH,0.19E-04*(HUP(NO,NH,2*zz_rate_kapa_nano,zz_rate_k_nano)+OUP(NO,NH,2*zz_rate_kapa_nano,zz_rate_k_nano)),'r-')\n", "\n", "NO=np.arange(0,10,.1)\n", "NH=0\n", "plt.plot(NO,0.564E-04*(HUP(NO,NH,zz_rate_kapa_diat,zz_rate_k_diat)+OUP(NO,NH,zz_rate_kapa_diat,zz_rate_k_diat)),'b--')\n", "plt.plot(NO,0.19E-04*(HUP(NO,NH,zz_rate_kapa_myri,zz_rate_k_myri)+OUP(NO,NH,zz_rate_kapa_myri,zz_rate_k_myri)),'m--')\n", "plt.plot(NO,0.19E-04*(HUP(NO,NH,2*zz_rate_kapa_nano,zz_rate_k_nano)+OUP(NO,NH,2*zz_rate_kapa_nano,zz_rate_k_nano)),'r--')" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAaMAAAEGCAYAAADIRPqpAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "NO=np.arange(0,30,.1)\n", "NH=.2\n", "plt.plot(NO,0.565E-04*(HUP(NO,NH,zz_rate_kapa_diat,zz_rate_k_diat)+OUP(NO,NH,zz_rate_kapa_diat,zz_rate_k_diat)),'b-')\n", "plt.plot(NO,0.19E-04*(HUP(NO,NH,zz_rate_kapa_myri,zz_rate_k_myri)+OUP(NO,NH,zz_rate_kapa_myri,zz_rate_k_myri)),'m-')\n", "plt.plot(NO,0.19E-04*(HUP(NO,NH,zz_rate_kapa_nano,zz_rate_k_nano)+OUP(NO,NH,zz_rate_kapa_nano,zz_rate_k_nano)),'r-')\n", "\n", "plt.plot(NO,0.62E-04*(HUP(NO,NH,2,9)+OUP(NO,NH,2,9)),'b--')\n", "plt.plot(NO,0.19E-04*(HUP(NO,NH,zz_rate_kapa_myri,zz_rate_k_myri)+OUP(NO,NH,zz_rate_kapa_myri,zz_rate_k_myri)),'m--')\n", "plt.plot(NO,0.19E-04*(HUP(NO,NH,zz_rate_kapa_nano,zz_rate_k_nano)+OUP(NO,NH,zz_rate_kapa_nano,zz_rate_k_nano)),'r--')" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAawAAAEGCAYAAAA5T6EkAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nRK5CYII=\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "NH=np.arange(0,10,.1)\n", "NO=1\n", "plt.plot(NH,0.564E-04*(HUP(NO,NH,zz_rate_kapa_diat,zz_rate_k_diat)+OUP(NO,NH,zz_rate_kapa_diat,zz_rate_k_diat)),'b-')\n", "plt.plot(NH,0.19E-04*(HUP(NO,NH,zz_rate_kapa_myri,zz_rate_k_myri)+OUP(NO,NH,zz_rate_kapa_myri,zz_rate_k_myri)),'m-')\n", "plt.plot(NH,0.19E-04*(HUP(NO,NH,zz_rate_kapa_nano,zz_rate_k_nano)+OUP(NO,NH,zz_rate_kapa_nano,zz_rate_k_nano)),'r-')\n", "\n", "plt.plot(NH,0.564E-04*(HUP(NO,NH,1.5*zz_rate_kapa_diat,1.5*zz_rate_k_diat)+OUP(NO,NH,1.5*zz_rate_kapa_diat,1.5*zz_rate_k_diat)),'b--')\n", "plt.plot(NH,0.19E-04*(HUP(NO,NH,zz_rate_kapa_myri,zz_rate_k_myri)+OUP(NO,NH,zz_rate_kapa_myri,zz_rate_k_myri)),'m--')\n", "plt.plot(NH,0.19E-04*(HUP(NO,NH,1.1*zz_rate_kapa_nano,.5*zz_rate_k_nano)+OUP(NO,NH,1.1*zz_rate_kapa_nano,.5*zz_rate_k_nano)),'r--')\n", "plt.plot(NH,0.19E-04*(HUP(NO,NH,.5*zz_rate_kapa_nano,.5*zz_rate_k_nano)+OUP(NO,NH,.5*zz_rate_kapa_nano,.5*zz_rate_k_nano)),'k-.')" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true, "jupyter": { "outputs_hidden": true } }, "outputs": [], "source": [] } ], "metadata": { "anaconda-cloud": {}, "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.4" } }, "nbformat": 4, "nbformat_minor": 4 }