{
"cells": [
{
"cell_type": "markdown",
"source": [
"# Plot basic things"
],
"metadata": {}
},
{
"cell_type": "markdown",
"source": [
"This guide is organized as follows\n",
"- Horizontal maps\n",
"- Vertical slices\n",
"- Depth profiles"
],
"metadata": {}
},
{
"cell_type": "markdown",
"source": [
"In this guide we will focus on how-to plot things using AIBECS' built-in recipes for [Plots.jl](https://github.com/JuliaPlots/Plots.jl).\n",
"These recipes are implemented using [RecipesBase.jl](https://github.com/JuliaPlots/RecipesBase.jl), which are explained in [Plots.jl's documentation](https://docs.juliaplots.org/latest/recipes/)."
],
"metadata": {}
},
{
"cell_type": "markdown",
"source": [
"Throughout we will use the OCIM2 grid and we will create a `dummy` tracer as a function of location to showcase each plot, just for the sake of the examples herein."
],
"metadata": {}
},
{
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"┌ Info: You are about to use the OCIM2_CTL_He model.\n",
"│ If you use it for research, please cite:\n",
"│ \n",
"│ - DeVries, T., & Holzer, M. (2019). Radiocarbon and helium isotope constraints on deep ocean ventilation and mantle‐³He sources. Journal of Geophysical Research: Oceans, 124, 3036–3057. https://doi.org/10.1029/2018JC014716\n",
"│ \n",
"│ You can find the corresponding BibTeX entries in the CITATION.bib file\n",
"│ at the root of the AIBECS.jl package repository.\n",
"└ (Look for the \"DeVries_Holzer_2019\" key.)\n"
]
},
{
"output_type": "execute_result",
"data": {
"text/plain": "200160-element Vector{Float64}:\n 0.3221204417984906\n 0.3546048870425357\n 0.38666674294141884\n 0.41826780077556525\n 0.44937040096716135\n 0.4799374779597864\n 0.5099326043901359\n 0.5393200344991993\n 0.5680647467311559\n 0.5961324854692254\n ⋮\n 0.8854560256532099\n 0.8688879687250066\n 0.9154080085253663\n 0.9009688679024191\n 0.8854560256532099\n 0.8688879687250066\n 0.9154080085253663\n 0.9009688679024191\n 0.8854560256532099"
},
"metadata": {},
"execution_count": 1
}
],
"cell_type": "code",
"source": [
"using AIBECS, Plots\n",
"grd, _ = OCIM2.load()\n",
"dummy = cosd.(latvec(grd))"
],
"metadata": {},
"execution_count": 1
},
{
"cell_type": "markdown",
"source": [
"## Horizontal plots"
],
"metadata": {}
},
{
"cell_type": "markdown",
"source": [
"### Horizontal slice"
],
"metadata": {}
},
{
"cell_type": "markdown",
"source": [
"The most common thing you plot after a simulation of marine tracers is a horizontal slice.\n",
"In this case, you just need to provide the tracer (`dummy` here), the grid object `grd`, and the depth at which you want to plot."
],
"metadata": {}
},
{
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": "Plot{Plots.GRBackend() n=1}",
"image/png": 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",
"text/html": [
"\n",
"\n"
],
"image/svg+xml": [
"\n",
"\n"
]
},
"metadata": {},
"execution_count": 2
}
],
"cell_type": "code",
"source": [
"plothorizontalslice(dummy, grd, depth=10)"
],
"metadata": {},
"execution_count": 2
},
{
"cell_type": "markdown",
"source": [
"You can supply units for the depth at which you want to see the horizontal slice."
],
"metadata": {}
},
{
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": "Plot{Plots.GRBackend() n=1}",
"image/png": 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QokULJrUHAAAAkCGDAiyFQvHOO++UDqGCgoLWrVtX7upTp04V0i4uLhV6lhAAAAAsDZMxWHjZMwAAAMALTMZgyfvRRXMKsBzLG4MFYElMdcJb5IV2vksv/Qs4GmfAmbDdlof3GWUDYDBhUFFhYeHlHuGmrYz86Tx1Wd4cmLwqBwEWAAAAwAsci2cA5f0UoXynRAIAAAAQb9++fR06dAgODp4+fbpGoym9wNGjR3v27PnSSy+9/vrrJ0+eZLJRc2rBcrCzwJ4LgLLo7FS63quLMbalXayDnTG2UNWV9cE13ndY4poAIaTp77ttbW1LZBrp4pI/nSehcDS0D0vLw+xOVwnHYCUmJg4ePHjTpk2NGjUaOnSos7PzpEmTtBdITU19/fXXly9f3q1bt9jY2J49eyYlJfFTfoqBFiwAAACQFqWEE/1jWIC1bt263r179+vXLygoaNasWStXriyxwO3bt1UqVVRUlLe397vvvltcXHz37l3xu4gACwAAAKTFT9Mg/scAV69e5efvJIS0bNny3r17Jd6l2KJFC09Pz9WrVycnJ3/zzTf+/v7BwcHid9GcuggBAADAEvAtWGILMWiptLQ0Nzc3Ps13/KWlpWm/TtHBweGLL754991358+fn5GRsWHDhtI9yJVgTgGWnb3uMVj+O9iMRwOQv7Kugsq5O6Dtv8UyLBUqQPgIcB8zObYXlxkRTkJt5nJP2L17t87X9H300UeLFy/m025ubkKTVXZ2Nvk3zBKcPn167NixFy9e9PPzu3XrVqtWrY4ePdqsWTORdTOnAAsAAAAsAUeI+GnYORIeHr5r1y79S/n7+9+6dYtP37p1y83NTWjQ4p0+ffrll1/28/MjhDRs2DA4OPj06dPiAyyMwQIAAABpUcrgx7A+wqFDh27fvv3hw4eU0iVLlgwbNoxv9Fq2bNmJEycIIU2aNPnrr7/u3btHCLl161Z8fPxLL70kfhfNqQULTegAdvZ5IktIGfqyVmkiCwNmtD+XWpsvmrAmlkr7CGsTjrb2V0xZCwMzjFqwDNGuXbsxY8Y0adLExsamadOmwlOEMTEx1tbWoaGhYWFh77//fkhISLVq1TIyMj799NN27dqJrpxZBVgAAABgCSiLAMvgUfIzZ86cMmVKQUGBi4uLkHnw4EEh/cUXX3zxxRfPnj0TP/2VAAEWAAAAWDiVSqVSlfPOUYbRFUGABQAAABKjHKEStmCZBAIsAJl68m5Q6UxbR+krAlITPnrP1TdMWxNLYuuoexYGXGimwaSLUHwJxoQACwAAAKTFZJA7WrAAAAAAXuAUhNMxQWjFUNElGBPmwQIAAABgDC1YAPKSNb4en7B1MGk9ACyLMKCtsLAw/5OGpq0MUKqgotufKLoIAQAAAF7AIHcAAAAAxjhi8WOwEGABmF7u1JpC2lrX8+EOXz7WvxZA1VS5q0DnVQbAFgIsAAAAkBSlSsqJfcyOynsQFgIsAAAAkBaTaRowBgsAAADgBapgMYIKY7CMrGCua+lM1ZRMaVYHKJfOc0ybVXkjQnSWUO5aABbPyjHP1FWwHFJ+8VGOUAYtWLIOsDDRKAAAAABjltCCBQAAAOaEKonoQe6YpsHolI6FpTOLltrrX8tmXJ6e1QEYqtw5JpyixIDzGcDi6bwKlOgoN1OcQnwXofi54I3KEgIsAAAAMCdMBrnLepYGBFgAAAAgLUoVDObBEt/JaEyyrhwAAACAObKEFiyFo6i5xnSuXrxeJaStRxaUztQmLABVis7zQefJUKFTVHwJYDF03oiqFO0joMBwK0vCZKJRdBECAAAACCjFIHcAAAAApihVUoppGmRD86OTznyFg42Y0spdvdwl+QWUhCgJ0egtyipSXcFqgrw4/OotfMSGn3hlLan/fNA+4St3koMleXE+vPHIpBWRFM58KZX1JVsag+8yjsU87AiwAAAAAEzl4MGDX331VVZWVt++fadMmaJU/qfx7Ny5c/Pnz9fO+eKLLxo1aiRyowiwAAAAQFKUyUSjhpVw7969AQMGrFmzJjAwMDo62t7efsKECdoL1KpVKyIigk+fP39+9erV3333nci6EQRYAAAAIDklET8GixgUYK1fv/71118fPHgwIWT27NkTJkwoEWDVrl1bCLD27t0bGRnp4OAgum7mFWA54G0hYGrlnYSaGK/SmWWNV9C5sOHbgqrJ4bC/MBDQqm+6KatiNC8uDVwFlopVC5YBQdrly5c7d+7Mp1u1apWYmJiTk+PoqGPaD7VavWPHjiNHjoisGA8TjQIAAICkKPdPL6GYHwMHuaelpbm5ufFpd3d3QkhqaqrOJbdu3VqvXr2WLVsy2UezasECAAAA+NfevXs9PDxK548aNerrr7/m0y4uLjk5OXxarVYTQoR4q4QNGzaMGjWKVd0MCrCuXLly4cKFzMzMgICAHj16WFv/s1Z+fv7u3bvT0tK6desmjLcvLi7+6aef7O3t+/fvr1AoCCF79uxxcXHp2LEjv8C1a9dyc3NfeeWVitbVSI3hxQfrlc60DkuqxFo6lVsUmJHcLnednZ35tOHngLb/rOWAqalBFO3TyUxvNbqvI1waEjLRmcPmZc9hYWGbN28u/RcnpxdTTvj5+d2+fZtP375929XVlW/HKiEhIeHixYt79uwRW6t/GdRFOHbs2OPHj9+/f3/69OkdOnQoKCgghBQXF3fq1GndunVJSUnt2rU7cOAAv/C4ceMeP34cHx8/ffp0Puedd97p1q3bvXv3+F9//vnn5cuXs9oBAAAAMC+UUzL4oUpbW1t3XWxsXsygNmTIkO3btz9+/JgQ8u233w4ZMoRv/VmzZs2pU6eExdauXdu3b18vL71DYyvCoBas48eP84n8/Hxvb++zZ8+2b98+JiYmKyvrxIkT1tbWjRo1mjlzZrdu3QghN2/eXL58uUaj6dWrl1BC8+bNZ8+evWHDBlb1BgAAADNFqUL8i26oYe8i7NChQ3R0dFBQkIODg5+f3zfffMPnb926NSIi4tVXXyWEFBcX7927d+nSpSKrpK1iY7AyMjKKi4u9vb0JIb///nuvXr347sI+ffq8++67mZmZrq6ub7zxxoABAwoLC4cPHy6s+Pnnn0dFRU2cOLFx48YMaw8AAABmh8k8WIZ3Ms6dO3fatGlqtbp69epCZlxcnJC2trZOSEgQW5//MjTAmjlz5sGDB2/cuLFy5cr69esTQlJSUoRxVzVq1LC2tk5JSXF1dR0/fnz//v1tbW35OIzn6ek5bty4adOm7dixw8AtqtXq5cuXCx2lQ4YM0S6QpQ43S+dpCsp7cX2ptYqKijiOU6lUJfLLL0oqBQUFSqWyxAy2slJQUGBra2vqWuijXUOlvaHDRIpONHnxi8FrAVRIgWxuNapLrYv0LsC98peQNvw6AiMRf+YUFRVRA1uTTMfBwYHJ7FaGMzTAGjZsWLdu3f7444/Jkyd37Nixbt26lNISB1T41dfXt3QJkyZNql+/vnZ/p34cx2VlZfEdpTY2NhqN/rf8AQAAgJmgCsKJ/m9ffBuYMRkaYAUEBAQEBLRt2/bEiRPbtm2bOHGit7d3Wloa/9f09PTi4uJatWrpKcHJyWny5Mmffvppp06dDNmii4vLlClT/Pz8DKyhySmVSp0tWPJRXFysUqnk3IJVWFgo5wNI/ltD/f+jA0hMPtdOuZeGdlVxHZmc+DPHxsaGbw2pACZjsAybyd1Uyv+u1W6mKi4ufvjwoaenJyEkLCzs999/5ziOELJv376WLVuWNbGEYOzYsffu3fvjjz/E1RkAAADMmPhZRtmM4jKm8luwrl69Onr06LZt26pUqoMHD9rZ2fGv7Onfv/9XX30VHh7erFmzlStXbty4sdyi7OzsZsyYMWrUqAYNGjCoO4BJcRg7AnJScKEVn1CFnDVq+eUr79LQLkoVeq3C5YNoRjpJQFv5AVajRo3mzJlz+fJljUYzffr0Xr16WVlZEUJsbW1PnDjx008/ZWRkHDp0qFmzZmWVsHbt2sDAQD4dFRXl6uqqc5AWAAAAVAWUMOgilLnyAywbG5suXbp06dKl9J8cHR1HjhxZbgm9e/d+sT1r6zfffLNCVQQAAABLQjkFFT3IXXwJRoV3EQJUErVzKn8hAMnlX9Px/7Bdk8MiizX2CY8LytjEnwMMsZloVN6D3BFgAQAAgKTYDFHnWFTFaGTdvAYAAABgjtCCBQAAABJDFyFYlvx74QYu6RAQa9SaWAAOQ0bAfOQm9tGZb/iVbqQT/kXFcEEZh0xv5pyCwTzs5j4PFgAAAABDlCooFf0UobwnekCABQAAAJLCU4RgaThbQxvh1Q/eEtJOdbcapzpyob2z+ikIUT//9xeDDyaABTD87lE52vcZwy9JANlCgAUAAACSotTyp2lAgAUAAACSQhchAAAAAGOUEk58gIVB7mBa2amjX/xSqVEUQgnONdYwqVKJYv+TmatjSZHb1bkh7WIpRlNVJdqnU1nnBpQmjJEq96ApHBc5OTkZuLCg3DuVzvsAPkEzRamSwbsI5R1gYSZ3AAAAAMbQggUAAACSYjMGS94tWAiwLFbWswn/pNj1f70okxAX90UiS5BsmoOyegArcYgU1rOcnZ1Lrg5mxSQnoWzpPI31X93ldtmr1WohzbD/XfcVV+U/QTPFJMAilEVVjAYBFgAAAEiKckT8NA1owQIAAADQUgW6CDHIHQAAACxZXFxcr1692rVrN3/+fI7TMT8ppXTt2rVdu3Zt167dhx9+yGSjaMGyBNnZ00tnKqxNPDSBYa10FuXs/IWBq2sPKNFZVOWY/AgDGInhl0m5l6HO4VwML0MwU5SwGINlmOTk5D59+ixbtqxRo0Zvv/22SqUaN25ciWWmTZu2e/fuuXPnenp6xsfHM9kuAiwAAACQFKVKSsXPg2VQCevXr+/Zs+fw4cMJIXPmzJk8eXKJAOvRo0cLFiy4cuVKgwYNCCGvvvqqyIrx0EUIAAAAkuI4hfgfA4fJx8fHt27dmk+3bt369u3bOTk52gucO3cuICDg4sWLgwYNGjt27J07d5jsI1qwzIk6d67OfIWVvcQ1MYQ8a6Xdo1HW8dSDapgVBWAByjjzP9C/ljxvDmCpUlNT3dzc+LSHhwef4+/vLyxw//79+/fvb9++/YMPPoiLi2vduvWNGzeqV68ucrtowQIAAABp0X+mwhL1Q8jevXs9dPnkk0+ETbm4uOTm/vMWNn6SNiHe4jk7O+fl5W3YsKFjx44zZswICAiIiYkRv4towQIAAABJMRnkTqkiLCxs8+bNpf/k6OgopOvVqyf0+t25c8fFxcXd3V17YT8/P1tbW2ESaS8vr6ysLJF1I2jBAgAAAIkxaL6iCkoVtra27rrY2toK24qMjNy+fXtaWhohZMWKFZGRkQqFghCycePGs2fPEkJCQ0Nr1qy5e/duQkhycvKJEydCQ0PF7yNasMyJUk4DF3ILvhHSDqqPSi8gq9rqVJkaWq3PLfgnqb3XTg5T+IT2YQGooqzWCZeJQPt6kf/NAYyNowpOfAuWYYt17tw5MjKyUaNGrq6uXl5ee/bs4fPXrVs3aNCgVq1aKZXK7777bujQoTNmzHj06NHUqVOFQfFiIMACAAAAS7Zw4cJp06bl5OTUrl1byPzzzz+FdIcOHe7du/fw4UNvb28bGxsmG0WABQAAAJJi8rLnCpXg5uZWYmx7CVZWVj4+PiKrpA0BljnRbmPPK1ppwpoYQqFUSbatyh0NY9RQyr0GMFOG38rsbcaw2qj875lGIuw4w4PJAGXxJkF5v4sQARYAAABIis1M7gQBFgAAAMC/OKrgDJuHXQ8DZ3I3FUzTAAAAAMAYWrDMlVLJ5jEHJgo060pnCv39Ov/KljGOhspqlJA2fBdk9bkAyEdZF5FkA4OEDRUWFhJChHmSJLhByYT2nmrf30yCzSB3JlUxGgRYAAAAIC3JnyKUHgIsAAAAkBRHCYOJRhFgAQAAAAjYvIuQSVWMxpwCrCLuO535NnN6Ws4AACAASURBVMpoSethOtpHQKmQ+2cn1FaCqgrjCco6SUTSuQs6tyX/zwVAVnReR1Le1Y1995An7Z2tOt+hEsOXAQAAAEiKEgWLWazQRQgAAADwL8riZc/iSzAqcwqwFAornfnF9Ac9a1krhhmnOiZQ1hGoOsr9NLXbuvWfGBXaBI48gMUrt6escrcU+avEfon/YmUyTQNelQMAAADwApOnCDl5j3LHTO4AAAAAjKEFCwAAACTFaCb3qtFFeOnSpW3btmnnTJkyxcXFhRBy9+7d9evX37lzx8vLa+DAgR06dKjcJhRVqb1NQ7eUzqxSR0An7cNipRiif2HDDxfDogDAUuE+wBCTQe4yn2iU2ely9erV77//3kOLUqkkhBw9erRZs2ZqtXrQoEG+vr59+/b9+uuvWW0UAAAAzA4/0ajoH1Pvhl4suwirV68+adIk7Zzi4uLo6OhPPvlk6tSpfE5oaGj79u379u0bGBjIcNMAAABgLtg8RVhFugh1unHjRnJy8rhx44ScV199NSQkZMeOHZ999lmFi5P1kWRDQ/7tAqsCOyvSi2NFiBXR1cdX3jHUvZZO+DgAjKwC16Op4D4AFcEywLp06ZK19T8FVqtWLTU19c6dOzVq1OBHYgkaNGiQlJRUbmlPnz4dMmSInZ0dIcTa2vrLL78MaVWZWqnV6sqsVnFFRUUcxxUVFYkpxN6JVXWqFp2fcrkH0/BzA58LgLFJdq8uLCwkhNja2lZ0RdwHBCU+rPz8fFrB7jpKFJzoiFV8CUbFMsBq3rz5xYsXtXOcnZ1LXzPZ2dne3t7llubs7Pzee+8JSwYFBRFyuxK1cnBwqMRalcAHWCqVSkwh8u5Qli+dn3K5B9PwcwOfC4CxSXav5hsCKhFg4T4gKPFhqVQqhaJisQ6lLIaoy/sjMW4XYePGjXNycuLj45s1a8bnFBYWnj9/ftCgQeWua2tr2759ez8/PyFHU6k68GPtJcBvSOTmKrePoPOwl3swDf+w8LkAGJv879W4DwhKHL2KRleEEA6vyhGpVq1ab7755rhx42JjY11dXSmln3/+uYODQ79+/SpTXOViVVkf/1LkHY/Ll85PudyDqffc0DlTRq66j7Ozs54FylXulBCVKxbA7Mn+Xl3uKLEqdPHK/sOSA5YB1vXr17UbnGJiYpo2bbpu3bqoqKj69eu3aNEiMTHR3d1937599vb2DLcLAAAAZoRSIuUkC3/++efChQufPXvWr1+/Dz74oESTG6X0vffeE37t1KlTZGSk+I0yC7D69+/fsWNH7ZwaNWoQQlxcXHbt2nX//v07d+6sXbs2LS3Nx8eH1UYBAADA7FAiXRfhgwcPevXqtWDBgkaNGr3zzjvW1tZjx44tscyaNWs2btzo6OhICKlfv77IivGYBVgODg56hij6+Pj4+Pi0b99+4sSJO3bseOuttyqxCUq4Sqyl/Z5w8S8ANwZLfUO7lIRjqP0RC51xZR1hnflCCTrPN3un3cVG/q9Lfx8izhYA2cLFazhKFJK96Gb9+vXdunV75513CCH/+9//Pvvss9IBFiGkb9++7u7uDLcr6bsIbWxslixZIuUWAQAAQG6kHOR+8eJF4R19bdq0uXnzZm5ubukmof/7v/+zsrJq3779iBEjhDmnxMCblQAAAMBipaamCk1THh4efE6JZSZNmvTmm2927tx5yZIlw4cPZ7JdSVuwAAAAAJjMg0WJYu/evXzMVMK77747d+5cPu3s7JyXl8enc3NzCSEl5j9XKBTCW5I7deoUEBCwePFifhy5GOYUYFEqehYSWT5ZymC/4F9F9DuTlyCyfBtltJ6/6h9HqNFoCgoK9E/YWMSVUwEA05Dl/Zkh7YvX7C9DBlOEMpjJnRISFha2efPm0n/Svg36+vomJiby6cTERCcnJ50xGa9OnTrW1tYZGRniAyx0EQIAAICk+GkaxP/Y2tq666L9VpXIyMiff/756dOnhJBVq1YNHjyYn6Zh8+bNFy5cIIT8/fffz58/J4RQShcuXOjl5cXkQUJzasECAAAAC8BkkLuBnYxdunTp27dvUFCQh4eHSqX67bff+Pxvv/02MjIyJCTk/PnzQ4cOrVOnTmZmprOz8/bt221sbETWjZhXgMXRYpElFGjWCWmV1SiRpbEifr+gcnSeA9oniTmyUm0tQJ8zgLxpjwQw93uO/CkUimXLls2YMSMrK8vf31+YZfTUqVN8Ojw8/MmTJ/fv33dxcalZsyar7ZpTgAUAAAAWgBIFk0Huhi/s5eXl5eWlnaP9RkU7O7uGDRuKrE8JCLAAAABAUowGucv6yQgEWAAAACApjho6TageUr7NsBLMKcDiuCKWxVmxLEwMxvsFBsvjVpq6CjpUrlb2NmP4BE4nMFPaZ75wPluqvCI53nwqQPQXKJOXPcs8wMI0DQAAAACMmVMLFgAAAFgAjMECAAAAYIxSqZ8ilJ45BViUKzB1FYzCUvcLdHJQfSSkcwu+YVUsw6IATE44n7WvF3OHi1QbRwjHohA5M6cACwAAACwBixYsgkHuAAAAAFWKObVgcZo8kSU4OUxhUhO2DN8v7fqrc+capzogSoXOMZ3dHzo/WaFYfO4AZkr8V5glYfIuQvElGJU5BVgAAABgAZiMwZJ3DyECLAAAAJAWm3cRogULAAAAQEDRgiUr1EI7sMvdL2fnLyqxFkhJ52dUOfo/We0xXtnZ01ltFECetE9yhleZSeCmXdWYU4AFAAAAFoBSBh18aMECAAAAeIHJU4QYg8UMLVabugosZT2boOevLu6L9K9uYUfDHJX7GVWO4f0gOAegStF5zzTSZciQ/lt9VSa+/UnmLViYaBQAAACAMXNqwQIAAAALgC5CAAAAAMYw0ai8KArNfsRJdupoIV2JwFvk6sCAw0JnZ2dTV+If2qNPtM8NAJAPC/jmMgbK4mXPCLAAAAAAXmAy0aj4EowKg9wBAAAAGDOnFizxDa3qB28Jaae6W0WWVgkidwFNzVLSeYZkZ2dLXxNDONdYQwjRaDR5KcNMXRcAeAH3bZ2YvIuQGFzC2bNnFy5cmJWV1bdv33fffVeh0L3ipUuXVq5cOWLEiNatW4utm3kFWAAAAGABOEo40UOoDCzh4cOH3bp1+/LLLwMDA8eMGaNUKkeP1jFotaioaPTo0cnJye3bt2cSYKGLEAAAACRF/32QUMyPgRHa+vXru3bt+v7774eFhc2bN2/JkiU6F5szZ87rr79ep04dVvuIAAsAAAAkxb+LUOyPYc/T//XXX23btuXTbdu2vX79el5eyRdv37hxY9euXZ988gnDfTSnLkKl+fdki9wFCzgC8ucQEGvqKoiirLbOwcGBT+cm9jFtZQAsXrlXGZoxTO7x48fu7u582sPDg8/x8/MTFiguLo6Ojl6+fLmdnR3D7ZpTgAUAAAAWgNVEowcPHgwICCj9pyFDhnzxxT/vdXVychKarHJzcwkhJaYzXLx48SuvvBIaGiq6Rv+BAAsAAAAkRSmhoge5U0ratm27atWq0n/y8vIS0r6+vvfu3ePT9+7dc3R0rFatmvbCR48e3bt37/Lly/lfhw0bdvLkyRUrVoisnjkFWMp8c+ogy7/WpXSm4W3FIleHCrFrctjUVTAKobtT5+kEAJWjfUHhtlw5lCg40W8koYQ4Ojr6+/vrX2zQoEGjRo36/PPP3d3d16xZM3DgQH6ahm3btgUGBjZv3vzXX38VFg4JCRk/fvzQoUNF1o2YV4AFAAAAFoDJNA0GtoGFhYV17949KCioRo0aRUVF+/fv5/MXLVoUGRnZvHlzsfUoAwIsAAAAsFgKhWLt2rWPHj16/vx5YGCgUvlPs+OxY8esrUtGQUeOHGE11B0BFgAAAEiKsnhVc4VK8Pb29vb21s5RqVSlF3NxcRFXqRfMKcBSMB2DVXChFZ9QhZxlWKyAbW3BqISTgRjtfDAtnI0ADOGCEo9SBSf6VTniR3EZlUHj83JycgYOHBgUFOTv79+nT5/4+HjhT6tXr37ppZcaNGgwe/Zs+m936K5duzp06NCvX7+0tDQ+Z+/evZ07d65Xr15wcHB0dLRsX+gGAAAAxkb/fZBQzA+DRjBjMijAUiqV/fr1i42NPXbsWHBwcPfu3YuLiwkhcXFx06ZN27hx4759+zZv3rxp0yZCCKV0wYIFf/zxx7hx4xYsWEAIiY+Pj4yMHDdu3IULF3bs2NG8efOioiKj7hUAAADIlvj35DCZScuoDOoitLe3j4yM5NMTJ0783//+l5aWVqtWrTVr1owaNeqVV14hhEyaNGn16tXR0dH8049qtTotLc3R0ZEQcurUqaZNm/br148QUq1atYYNG1aursq8nMqtqF/RiSZC2ib0GqtijVRbgErA2QiWhOGNukKELwtMzQCGqMB5cu3atWPHjk2YMKFv3761atXic1q0aMH/tUWLFtevX+fTX3/9dXR09IkTJz7++GNCSPPmzc+dOzdv3rwrV65oNBrWuwAAAABmRfyLCKmCiB7FZVQVGOS+cOHCq1evPnjwYNmyZXzO06dPhfH2rq6uWVlZBQUFKpWqXbt2sbEvXujWpk2brVu3LlmyZPr06W5ubu+9996MGTOsrKz0b+7x48fNmzcXHqfctWtXO+OPyFerKz90saioiOM4ofdTx8MJYA70nwM5OTl8G608aTSagoICjivZcI6zESyJmBs1IaSwsJAQYmtrW9EVcR0JSnwE+fn5tILzsjPp4LOELkLehg0bCCFXrlxp3bp1cHBww4YN3d3dheHqWVlZDg4OOh96JIQMGDBgwIAB+fn5v/3224gRI3x9fUeOHKl/czVq1Ni1a5evry//q7u7e9EJwytbSU5OTpVelw+whCOAUWZmSv85QCkVc5IYm0ajsbGxEV72LMDZCJZE5DVY6QAL15GgxEdgZ2dX0f882Uw0KrYA46pwo1BwcLC3t/fNmzcbNmwYEBCQkJDA5yckJNSvX1//unZ2dv369du5c+dff/1VboClUChcXV2FN2ATQhSyH0didSyw+N+0fFs5QK/ig/X4hHVYkinrwYKwLzgbASpHuIgIriOoIIPGYN2+ffvKlSuUUo1Gs2nTprS0tJCQEELI8OHD169fn56enpubu3Tp0qioKJ2rHzlyZM+ePQUFBXxRcXFxL7/8MsN9AAAAADNCGf3ImUEtWOnp6SNGjEhKSlIqlUFBQTt37uQHuffr1+/06dN8w1V4ePj777+vc3UbG5uvvvoqMjJSpVLZ2tqOGDFixIgRDPcBAAAAzAhl9C5COTcrGhRgtW3bNiEhobi4WKFQaA9OVygUX3/99bx58ziOK/1CH0FoaOiJEycIIfwQePGVBgAAAPP1z0yhogsx+wDrn0XLCKGUSqXwrJ9+IqMrRa6MxmBpYrxK5GBmlKqs9PlgCKu+6cxrok1WlwyAGRGuaDl/f5s1jijEv+hG5l2EiAoAAAAAGDOnlz0DAACABaCEwRgsjpJyZtQ0KbMKsHLzjL0FzY/yneIIJKbzZHAghOG7CPSfb1aRlZlNURVTHW9LADAcbvsmIf9nAMUzqwALAAAAzB+TiUYtZyZ3AAAAAPGqQgsWBrkDAAAAMGZOLVg0F2+CAiiHyS8T65EFQrp4Pea9A2a0Ty2GTH7JVE1MJhoVX4JRmVOABQAAABaAzcueEWABAAAACJiMwZJ3fGVWARbNwYgxqEKKltqXzrQZp3uyEq2FZXSZ4JoF+RCuEX76cK1+QZylJsDmXYQsamI8OLEAAAAAGDOnFiwAAACwABJ3EV68eHHx4sXPnz/v16/f22+/XeKvarV6wYIFV69eLSwsfPnll8eNG1etWjXRtUOABQAAANKScpD7o0ePunTpMm3atEaNGr3//vscx40cOVJ7gby8PI1GM2zYMCsrq1WrVvXs2fPs2bNiK2deARaXY2vqKgDIlMmvDtWUTD5RMNdVKxvXLJiY1gmJs1FGKItnAA0sYcOGDR07dpwwYQIhZN68ebNnzy4RYHl5ec2ePZtPN2vWzMfHJzMz09XVVUdZFWFOARYAAABYAMriRTcGRmjnzp0LDQ3l0+3atbt69WpeXp69fcmniDIzMwsKCtavX9+6dWsXFxfRtUOABQAAAJYrNTXVw8ODT/ODqx4/fuzn51disdDQ0Dt37ri4uOzdu1ehUIjfrjkFWJocHU+tA1QpuVNrlvEXE1wdDl8+FtJaFcN1Cib238sEJ6QcsXrZ88GDBwMCAkr/aejQobNmzeLTjo6OeXn/THDDJ5ydnUuvcuXKFUrp5s2bu3Xrdvv2bfHj3M0pwAIAAAALQAmlLOaxatu27apVq0rne3p6CmkfH5+kpCQ+fe/ePQcHh7KCJ4VCMWzYsMmTJ1+6dKlr164i64YACwAAACTF6l2Ejo6O/v7++heLiIgYM2bM1KlTXV1d169fHxERwfcA7tq1q379+sHBwY8ePXJzc+NHZR0/fjwjIyMwMFBs5RBgAQAAgMQoZfEmQcNK6N69e8eOHZs0aeLt7Z2ZmXnw4EE+f968eZGRkcHBwSdPnhw9erSfn19eXl5qauqqVavq1KkjunJmFWAV59iZugoAVZTL4qTSmVnj62n9hssT5AJfFqBNqVRu2rQpKSkpKyurSZMmVlZWfP6hQ4dsbGwIIQMGDOjWrdu9e/dsbGz8/f1VKhWT7ZpTgAUAAAAWgGMxTUOFSqhXr16JHCcnJyHt7OzctGlT0TX6DwRYAAAAIKmq8LJncwqwCnPxtC2AaTx5N0hXNi5JkCN8Wcgfk6cImTyHaDxKU1cAAAAAwNKYUwsWAAAAWACOSPeyZ1NBgAUAAACSoixGUMk7vjKrAKsQT95KqNbmi0I6ZejLJqwJAFRZ2jeicmndqfBlIXeUUk50AxSVdxOWOQVYAAAAYAGkn6ZBehjkDgAAAMAYWrAAAABAUpRSmXfwiWdOAVZ+HqY2kc7dAW21fsORBwC5w3eEGaFVoIvQnAIsAAAAsAAcJRjkDgAAAMASpmmQl/w8PHkLAFCFXO/VRUg33ndY/8L4jgBZMacACwAAACwAJZSz9HcRIsACAAAASXFsJhplUhdjQYAFAAAAkqKEim9/QgsWM7n56F8HAKiiznfpVTqz5eF9QhrfEWaEyTQNsg6vMJM7AAAAAHPm1IIFAAAAFoBjMchdfAlGZU4BVk4Bmn8BAOCFo+36a/2G7wizQVmMoJJ1eFXRLsLnz5+npKRw3H96Tp89e5aenl5iyadPnxYVFWnnFBcXP3jwIDs7u3IVBQAAAMvAEU78D5X3y3IMDbCePXvWp0+f2rVrt27duk6dOnymRqOJjo6uX79+06ZNe/XqlZOTw+fPmDEjOjq6U6dOly9fFnI8PT27devm7+8fGBj45MkT5nsCAAAAZoGfB0vkj4W0YA0bNszV1fXZs2cPHjw4d+4cn7lt27azZ88mJyf//fffBQUF33zzDSGEUnrs2LE9e/asWrVqzZo1hJA//vhj5cqVV65cuXHjRnp6+vfff29nh4ZcAAAAsFgGjcG6c+fOH3/8kZKSYmVlRQipXbs2n79ly5bo6GgnJydCyJgxY6ZPn/75558rFAqFQrFv3764uLjg4GBCSGJioq+vb926dfm1WrduXbm6qjEGCwAAwPxJPMj9ypUrS5cuzczMDA8Pf+utt0r8NSMjY9u2badPny4uLg4NDR05cqStra3IuhEDW7CuX7/u4+Mzfvx4X1/fmjVr8i1VhJB79+41bNiQTzds2PDevXv8q623bNly6dKlFi1ajB49mhDStWvXGzdu9O3bd/Xq1Tdv3jSwZhqN5v79+3f/pdFoKrxzAAAAID/8RKMifwwc5p6amtqxY0d/f//IyMhPP/1006ZNJRY4cODAkSNHOnXq1Lt37xUrVrz33ntM9tGgFqwnT57cvn177NixmzZtSkhIaNWqVcuWLUNDQ7Ozs+3t7fllHB0d8/PzCwsLVSqVt7f3Z599Jqxev379+Pj4tWvXbty48f333+/YsePOnTtdXFz0b/Tp06dDhw61trYmhFhZWW3YsKGy+wgAAADMlHheLS8vr8TTb+WihHKih6gb2IK1YcOG0NDQKVOmEELy8/PnzZsXFRWlvcCgQYMGDx7Mp+vUqdOjR4/169crFAqR1TMowKpevbpSqRw7diwhpFGjRmFhYUeOHAkNDfXy8nr+/Dm/zLNnz9zc3FQqlc4SAgIC5s2bRwh5+PBhx44dly9fzu+q/o0eOnTIz89PyNlWhBgLAADAxJydnbV/tbe3VyrlO2/52bNn27dvz6fbt2//1ltv5efna48F146lHjx4ULNmTfHRFTGwi7Bp06YKhSI3N5f/NScnx8HBgc8XBryfPXu2WbNm5RbFP4f46NGjylYYAAAAzBunoOJ/qMKgFqzHjx9Xq1aNT3t6evI5OpdMS0ubNGnS7NmzmeyjQS1YPj4+4eHhH3744WeffXbmzJmTJ0+uWLGCEDJmzJgePXp06dLF1dV13rx5CxYs0Ln6jz/+ePny5R49etSsWfPs2bOxsbE///wzk9oDAACA2aGEE99FSAmNi4tr2bJl6T/1799fGKrk4OCQn5/Pp/Py8gghjo6OpVd59uxZjx49oqKiIiMjRVaMZ+hM7hs2bJg2bdqwYcN8fHwOHTrk7+9PCGnduvX69esXLFhQVFT0+eefDxw4UOe6r7zyysWLF2fNmqVWq+vWrfvjjz/26NGDSe0BAADA7FBCxU8TSgnXvHlznY07vr6+Qrpu3brJycl8Ojk52d7eXmjQEmRlZfXo0aNz585z5swRWSuBoQGWi4vLkiVLSuf379+/f//+pfO11a9f/+uvv65w1UrJLrIRXwgAAACYFseoBcvNzS0kJET/YhEREePGjZs6daqzs/N33303YMAAfsTYr7/+6u/v37hx45ycnN69ezdr1qysjrjKMad3EQIAAABUSM+ePV955ZWmTZvWrl374cOHhw4d4vNnz54dGRnZuHHj77///tixYw8ePKhfvz7/pwsXLri5uYncLgIsAAAAkBSnoJxC9DQNhg1yVyqVP/30061btzIyMlq0aCFMIvrbb7/xzxKOGDFCmKaB5+rqKrJuxLwCLHQRAgBAhYy/vaJETmFh4fImH5mkMiBgNMi9AiUI86ILPDw8+IRKpSprkikxzCnAAgAAAAtACcdikLusX/eMAAsAAAAkxbGYyV3mAZZ8p14FAAAAMFPm1IKVVWRl6irIyIykbw1ccla9D4xakwrRX+3s7OwSb2CQG5PXUFafJoCsGH5XxLeJyTEZgyW+BKMypwALAAAALACn4MQ/RSjzLkIEWAAAACApSjhKNOILYVIZIzGnACu7yJxGjC14+M/E9xNrf2jgkkYiNJvn5OQY/s7zcqutk7H3BfR3gmg0moKCAv5d7Iao3KcMYFri7zPm9W1ikaSfpkF6OMkAAAAAGDOnFiwAAACwAIxe9owxWAAAAAD/4qiGoxiDJRtZRS/Sa9JkN9anqKiI47jS0+2b6bAkM602VEglPuXR1TFsC0yD4W1f+9sEBOUeYYaXP1qwAAAAABijRMMxeIpQbAlGhUHuAAAAAIyhBQsAAAAkhZc9y4sMx10BVDVZRbK+owETPz1bKmZ1tVrt5ORUInOw+zijbrRCLPU0NvYxZPgtzBGORRchBrkDAAAA/ItSjlLRLVhU1oEyAiwAAACQGJOnCNGCBQDmo6fT/5m6CmbpN/VyaTaUnZ3t7OwszbYYkrIHsFyZRbJ++qxckp1sIAYCLAAAAJAUm4lGRXcyGhUCLAAAAJAUJhoFAAAAYIwSDRXdgkXQggUAZiSTKzB1FUzgZO46PmGmI5ygQmIyFtva2lZ0rbYOo4xRGYFwEqrVakdHR4VCYdTNgbEhwAIAAACJ4SlCAAAAAKY4ynHi58EyeAxWQkLCt99+m5mZGR4e/uabb5Ze4Pz58+fOnUtOTn7nnXcCAgJEVoyHAAsA/kPopzCGvLw8Gxsba2vcecD8GPXSqGoo4cS/qtnAFqz09PTQ0NAPPvigQ4cOH330UUFBwZAhQ0osM2zYsGbNmv3666/du3dHgAUAAABmScqZ3Dds2NC6desZM2YQQoqLixcsWFA6wLpx4wYhxNvbW2SVtCkZlgUAAAAgK2fOnOnYsSOf7tChQ3x8fH5+vgTbRYAFAAAAEuMoix9DtvT48eNq1arxaU9PT0rp48ePjblr/0AXIQAAAEiKUspgHnZK4+LiWrZsWfovAwYMmDJlCp+2s7MrKPhn9hk+4eDgIHbTBkCABQAAAJJiMwaL0ObNmy9YsKD0n+rUqSOk69ate//+fT6dnJxsZ2fn6ekpctOGQIAFAAAAkmL0FKHGzc0tJCRE/2IDBgz4+OOPp02b5ujo+MMPP/Tr10+pVBJC9u/fX69evcDAQJHVKAvGYAEAAIDFev3114ODg5s3b96lS5ft27fPmjWLz58+ffpvv/3Gp994442AgID09PQhQ4YEBATcuXNH/HbRggUAAACSYtJFSAybpsHKymrnzp1XrlzJzMxs2bKlnZ0dn79nzx5hMNaqVasKCwuFVbR7GCsNARYAAABIjCMMXnRj6EzuhJDg4OASOdWrVxfSTCKqEhBgAQAAgKQoYfAUIYM2MGNCgAUAAAASM3QWKz0MfxehSWCQOwAAAABjaMECAAAAaVGOMOjgk3ULFgIsAAAAkBSTebBYDJM3IgRYAAAAIDEmTxHKOsDCGCxmzp49GxcXZ+pa6PPzzz8nJSWZuhb6LF26tKioyNS1KFNOTs6qVatMXQt9EhISYmNjTV0Lffbv33/58mVT10KfdevWPX/+3NS1KBPHcYsXLzZ1LfRJSUnZsmWLqWuhz8mTJ48fP27qWujz448//v3336auhZFR+k8voagfWXcRIsBi5ujRo3/88Yepa6HPzp074+PjTV0LfZYsWfLs2TNT16JMjx49H8n3rwAAD3BJREFUknmAdf78eZkHWPv27Tt16pSpa6HPxo0bk5OTTV2LMuXl5X311VemroU+169f37Ztm6lroc+RI0eOHDli6lro8/PPP1+9etXUtQCx0EUIAAAAkqKEsphkQdYtWAiwAAAAQGJSz+QuPfkGWHl5eT/++KOnp6epK2Koc+fO5ebmrlmzxtQVKVNycvKBAwfS09NNXZEy5efn//DDD87OzqauiG5paWlZWVly/ohPnTqVmJgo5xomJCSo1WobGxtTV6RMGRkZO3bsOHPmjKkroltBQUFxcbGcP+IbN26kpKTIuYYXLlyglMq5hn///fdvv/324MEDU1fEUJcuXcrMzKzgSpRFeIQAq1JatmyZmJgo58EQJVBKra2tL1y4YOqKlKlatWqZmZlyrmFQUFBCQoJSKdOhgcXFxfXr15fzAczNzXVxcZFzDR0cHAoLC+VcQ19f3wcPHqSmppq6IrpRSps2bSrnA5iTk1OjRg0511CpVFJK5VzD6tWrP336VM41LCE7OzsoKKhCq1y69Jf47d67d+/kyZPiyzESBZX3IHwAAAAAsyPTpgIAAAAA84UACwAAAIAxBFgAAAAAjCHAAgAAAGAMARYAAAAAYwiwAAAAABizmjlzpqnrAGxcu3btxx9/PH/+vJ2dXY0aNfjMW7du/fDDD9evX69fv75KpeIzExMTN2/ebGdnV7NmTULI48eP9+/ff0NL3bp1hYUtW2Ji4rFjx9Rqda1atfgcSunZs2djYmL++usvZ2dn7aluk5OTf/jhh/j4eD8/P3t7ez7z4cOH3333HaW0Tp06hJCMjIx9+/ZpH8zq1as7ODhIv2vSU6vVZ86cOXv2bP369a2tX8yxd/bs2V9++eXy5cs1atRwcXHhMzmO271796+//spxnK+vL59JKd29e/eJEycaN24s58lImSguLr527dqJEydUKpWHhwefWVhYeOjQoT179ty4caN27dqOjo7C8n/99dfWrVuTkpIaNmwoHN74+Pjt27d7enp6eHhkZ2fHxsYGBQUpFApCyJ07d44cOdK4cWN+yRs3bty8edPHx0favZTUuXPntm/fHh8f7+rqWq1aNT7z0qVLW7duvXv3rvZxu3z58rZt2zw8PKpVq6ZWq2NiYgIDA/kZ+BITEw8fPiwct5s3b964cUM4RQEMhxYsC7Fs2bLOnTvfuHHj1q1by5Yt4zOPHz/eqlWrv//+OzY2tk2bNjk5OYSQjIyMqKiounXrTpw48caNG4SQc+fORUVFbdeSlZVlyp2RyqhRo1q1ajV27NjVq1cLmQsXLoyOjr527drFixdfeeWVrVu38vlXrlxp3rz57du3jx49+vLLLz958oQQkp+fP3DgwFq1as2dO5d/h/GtW7cGDx6sfTD5JS1eYmJitWrVRo8ePXDgQO05nRctWhQeHp6RkREfH9+kSZO//vpndsGhQ4fOmTMnMzNzyJAh33zzDZ+5dOnSEydOKJXK4cOHm2AfpNWqVatevXqNHDny4MGDQmZ0dPTMmTOTk5N///33hg0bXrp0ic/fvn17jx49njx5snbt2u7du/PzF96+fXvChAk+Pj5RUVFPnjxRqVTR0dHCC90XLVo0cODAxMRE/tcvv/xyz5490u6ipKZOndqvX7/ExMQrV66sX7+ez9yxY0dYWFhaWtqGDRvCwsI4jiOE3L1798MPP/Tx8RkxYkRqaqpKpRoxYsTFixf5VZYsWTJo0KCbN2/yv86dO3f37t0m2SMwexTM3+3btx0cHK5fv14iv1u3bl9//TWllOO4Nm3arFmzhlJ6+vTpTz/9lFK6bt26zZs3U0pjY2P9/Pwkr7XpPX/+nFL68ccfjxo1SshMT0/nOI5PL1u2LDg4mE8PGTJk8uTJfPqNN96YM2cOpTQxMXHkyJGU0piYmG+++YZSeurUKScnJwl3Qi4KCwtzcnKePn1KCElNTRXyGzVq9NNPP/Hp4cOHjx8/nlJ69epVJyenZ8+eUUpPnjzp6emZl5dHKR08ePCjR48opZ07dzbBPkiLP/06duy4cuVKITMtLU1Iv/3222+//TallOO4Ro0abdu2jVJaUFDg6+u7f/9+Sun27dtXrFhBKZ02bdqxY8copV27dl20aBG/euPGjd98881169bxv9auXXvfvn3S7Jr0/vzzTzc3N/7k0fbSSy9t2bKFUlpYWOjv7793715K6c6dO5cuXUopnTVr1uHDhyml3bt352+VlNKmTZtGRESsWrWK/9XX1zc2NlayHQFLghYsSxAbG9upUyeVSsV3EfKZGo3m0KFDvXv3JoQoFIo33njjwIEDhJCXX375/PnzY8aM2bRpU48ePUxZb1NzdXUtnenp6cn3sBBCnJychPf27N+//4033uDTvXv35g9mvXr1njx5Mnr06Pnz5/fr10+SWsuUjY2Nzp7QOnXqPHz4kBBCKU1JSeG7qA4cONC+fXs3NzdCSJs2bRQKBf9WkKioqMjIyMGDB3fs2FHa6puAztPPy8tLSDs6OvKn3/3792/evMmffra2tt27d+dPv65du27ZsmXMmDGnT59u1aoVIaRTp05Hjx4lhKSnp+fn5w8dOpT/9c6dO6mpqe3atZNkz0xg586dERERz54927p169WrV/nMhw8fXr16lb8H2tjY9OjRgz9unTt33r59+9ixY48fP96mTRuiddwyMjKeP38eFRXF/3r//v2///67ffv2JtsxMGfyfRchGO7u3bv3798fOHBg27ZtP/vss/Dw8MWLF6empmo0Gm9vb34Zb2/vffv2EUJsbW1///33xMTEevXq2dra8n9NSUlp3bo1n7a2tv7zzz9NsiOyolar586dO2nSJEJIYWHh06dPtQ9mSkoKIUSpVO7cuTMxMbFOnTrCqKzc3FzhYBJC/vjjD9m+vloCGzdu7NOnz44dOzIyMtq2bft///d/hJCUlBThYCoUipo1a/LHs0ePHq1atVKr1ZY9VMgQd+7c2bJlCx8QpKSkuLq6CvGrt7f3rVu3CCEeHh6HDx9OSkoKCAiwsrIihHTq1GnRokUcx8XFxXXo0KF9+/YffvghISQuLi4kJEQYAGd57t69m5SUNHLkyBYtWnz88cfjx4+fPHlySkqKk5OTcPV5e3tfvnyZEOLm5nbo0KGkpCR/f39+VFanTp3mzp2r0WiOHj3aoUOH0NDQ9957jxBy5MiR5s2b8/8JAFQUAixLoNFoHj16lJSU5OTkNGnSpICAgPfff5+/HdN/3zVJKRUaZqysrBo2bKhdgqen54oVK/i0sFhVlp+fP2DAgDZt2owYMYIQolAoFAqFzoOpVCobNGigva6dnZ1wMAkhVWSEe1nmz5/v7u4+ZcqUp0+fTpky5ffff+/du7f2wST/PZ4eHh7CiO8qKyUlpWfPnrNmzWrZsiUhRM/hsrW11b6WW7VqVVhYePnyZT5Q8PDwcHFxuXv37tGjRzt16iTtTkhKo9Go1eqzZ89aW1tHR0e3a9duzJgxhh+3li1bUkovXrzIHzdXV1cvL69bt25Z/HEDo0KAZQlq1arVqFEjJycnQkjdunVr1qx5+/btsLAwKyurx48f8/9+PX78WGgzKM3W1jYkJES6GstbYWFhRESEm5vb+vXr+TuyjY2Nh4fH48eP+VhK/8FUKpU4mDy1Wv3tt9/evHmTP25paWkLFy7s3bu3t7e30I9DKU1NTdVzPKuatLS01157beTIkR988AGf4+3tnZWVlZubywfrek4/W1vbV199NS4u7ujRoxMmTCCEdOjQ4ejRo8eOHdN+ksPy1KpVy87Ojm+OCgkJ0Wg0SUlJ3t7eOTk52dnZfCOWnuNmbW3drl07/riNHTuW/Hvc4uLili5dKuWOgCXBGCxL0LNnzzt37uTn5xNC0tLSUlNT/f39raysunbt+uuvvxJCKKV79+7t1q2bqWtqBjQazbBhw2xsbDZv3sx3u/C6d+/OH0xCyK+//oqDaQhbW1tra2t+5Dsh5OnTp/y8A926dTt+/Pjz588JIWfOnKGUIiTlPXny5LXXXhs8ePCnn34qZPr4+AQGBu7du5cQUlhYeODAAT2nX6dOnX755ZfMzEx/f39CSIcOHTZs2JCSkmLBA7AIIT179uSf8iGEXL9+XaFQ+Pj41K5du0mTJvxlW1RUtH//fv3HbdeuXWlpaXzLVocOHb7//vv79++HhoZKthdgaaQfVw/GMGDAgPbt28+aNatZs2ajR4/mM48dO+bm5jZx4sTw8PDGjRur1Wqd68bGxjo6Or6p5fLlyxLW3WRiYmIiIiIaNmzo5+cXERHx448/UkrnzZunVCr79u0bERERERExZMgQfuH4+Hg3N7dx48YNGTLEx8cnPT1dZ5mnTp2ytrbWPpgnTpyQbpdMavDgwX379iWE9OnTZ+DAgXzmpEmTfHx8ZsyY8cEHH7i4uPCPv1FKIyMjQ0JCPv/8cx8fn8WLF5uu1iazePHiiIgILy+vFi1aRERE8IFmRESEs7NzxL+mT5/OL/zTTz95eXlNmTKlc+fOHTt21Gg0ZRV7/PhxQohw3j569IgQ0qZNGwn2yISKi4tDQ0N79eo1a9asgICAmTNn8vm//PKLp6fnp59+2rVr19DQUD3HjZ9mZdCgQfyv6enpCoWC7zoEqJz/dFGD+eI4LjY29u7du82aNevatauQf+vWrX379rm6ur755ptlDbV+/Pgxf3MRhIaGaj/NZKlu3rzJD3rlBQUFvfTSS1evXuWnB+NZWVn179+fTycnJ8fGxqpUqjfffLOscULPnj2Li4vTznnllVf4OUgt3o4dO/h5hngRERF84uTJk+fOnXNwcHjttdf8/Pz4TI7jYmJiEhMTW7duXTWf0jp9+vSDBw+EX9u2bVu7du3jx48/fvxYyPT09OzcuTOf/uuvv+Li4ry9vQcMGCA8nlJaYWFhTEzMSy+9FBQUxOfExMTUrl2bH85lwQoKCnbt2vXo0aNXX32VfzaQd+nSpcOHD9esWXPAgAF65k8uLi7etWtXkyZNhClGY2Nja9asyT+eCVAJCLAAAAAAGMMYLAAAAADGEGABAAAAMIYACwAAAIAxBFgAAAAAjCHAAgAAAGAMARYAAAAAYwiwAAAAABhDgAUAAADAGAIsAAAAAMYQYAEAAAAwhgDr/9utYwEAAACAQf7Wk9hZFAEAzAQLAGAmWAAAM8ECAJgJFgDATLAAAGaCBQAwEywAgJlgAQDMBAsAYCZYAAAzwQIAmAkWAMBMsAAAZoIFADATLACAmWABAMwCVU4+HZJYYdUAAAAASUVORK5CYII=",
"text/html": [
"\n",
"\n"
],
"image/svg+xml": [
"\n",
"\n"
]
},
"metadata": {},
"execution_count": 3
}
],
"cell_type": "code",
"source": [
"plothorizontalslice(dummy, grd, depth=10u\"m\")"
],
"metadata": {},
"execution_count": 3
},
{
"cell_type": "markdown",
"source": [
"And the units should be understood under the hood."
],
"metadata": {}
},
{
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": "Plot{Plots.GRBackend() n=1}",
"image/png": 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",
"text/html": [
"\n",
"\n"
],
"image/svg+xml": [
"\n",
"\n"
]
},
"metadata": {},
"execution_count": 4
}
],
"cell_type": "code",
"source": [
"plothorizontalslice(dummy, grd, depth=3u\"km\")"
],
"metadata": {},
"execution_count": 4
},
{
"cell_type": "markdown",
"source": [
"If your tracer is supplied with units, those will show in the colorbar label"
],
"metadata": {}
},
{
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": "Plot{Plots.GRBackend() n=1}",
"image/png": 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XL+/evXu9evX++9//fv/992WW4+rqumDBghEjRnCDt4xwVmi9XAuNbHCyVT9uOe7sHh7nASBRuhczx4t364DB3cusFLp78T+WdAg8a/NO2byDgqX1uPwDu2DwAwKDDF635r+B4txF6FAtWLwSrB49ehw/fjwhIaF27dpffvmlr68vIcTZ2fnUqVPs7KOnT5+Ojo4ubfdvv/22Zs2a7PLQoUM9PT3DwsJEiR4AAABAgvjO5F67dm39Zid3d/chQ4aUuW+vXr24ZYVCMWDAAP7xAQAAgNQxaMEqSboPe3aSaz2NdhECOAybXOoOWb8ud+hufANPC3SG6h608bGD4h8AeOO6vZRKZWqfQbYNRuK461b3ojX/a0G0LkLp3thhKukmWAAAAGAfKBWh/QktWAAAAACviNaCpeCzYX5+/vr162/dutW0adPhw4ezD5XRVVxcvHXr1uvXr/v5+b311lt8bq0TneO0xQEAAEB50L9//4SEhKZNm65bt2769On6GwwdOnTz5s3Nmzd3cnJq2rRpcnKy9YOUbguWQqH1cHPAMSIA+gwO3Enu3kH0A+mW6VHGVL5gDoOfWvTBY9aPBKxWraTP4BXIvRW670njY8cIITk5OcTUm/2pGB18/Eq4du3a2bNn09PTPTw82rVrV6dOnY8++qhChQqvYqH0559/Pn/+fIMGDQgh586dO3TokJG5DiwELVgAAAAgDLXeo3LOnDnTokULDw8PQkhERERISMjly5d1N5DJZHXr1j1//jwhJCsrKzU1tV69epY4aeOQYAEAAIAwbAuWwB9+j8pJT08PDAzkfg0MDHzy5EmJbXbu3Ll8+fLQ0NDQ0NCxY8d27NhRzJPlR8JdhE5aN3cDXYQRP+Fx0VAuGLz+zXO3f8t/yhSrSDAB9/4TfIPZmojVyo7oXoEckb8NKCHCn3PDkLy8vPj4eP1XQkNDN23axC67uLhoNBruJf3HYmq12sGDB/fv33/SpEn37t17++23GzZs2LVrV8HxmUa6CRYAAACUK66urrNmzdJf7+/vzy1XqVIlISGBXaaUPn78uEqVKrobJycnX7169ezZs05OTmFhYUOGDNm2bRsSLAAAALA3lG8Hn9FCiJOTU6dOnYxv1b17d7ZpKjw8/NixY4SQ5s2bE0JSU1Pz8vIaNmwYEBCg1WrT0tLYx/Slpqba5AF9SLAAAABAGJG6CPmoXLnyzJkz27Zt26ZNmyNHjqxYscLFxYUQsnnz5ps3b+7bty8kJGTmzJlxcXHdunW7d+/egwcP1qxZIzg4k8mo8JTTMiIiIo4ePRoeHm7rQAxTq9UMw5To95UUpVLp7e1t6yhKlZ+f7+bmJpdL9zYLlUrl5eVlwwCeDG1gw6ODpVXefs3Iq6gg5jFYawy+1ahfBrHvVU5OTlhYWHZ2Nv8dmf+bwfy5VuDRcwpI5Hx3nsdNSkpKTU1t0KABlyekp6cXFRVxjVV37txJTk728/Nr1qyZTf5YowULAAAABKGUUMEtWCaVEBMTExMTo7smODhY99eoqKioqCihMQkg3f8eAQAAANgptGAB2N7zcQaek+Xiaf1AwHp0P/SADSk2jMSRuHgamIUB9csarDgGy14gwQIAAABhGCRYJSHBAgAAAGGojDAyoYUgwQIAAADQRanQBEuikxqYCwkWgG3kTq3GLbt42C4OAAfCjWZTKpX0o1jbBgPlHBIsAAAAEAaD3PUgwQIAAABhxBmD5VCdhEiwAKwqf+7fU+E5GbpL3GNxupFdAMonM6qAghCCiRisiDIyygidWZM6VoKFiUYBAAAARIYWLAAAABAG0zToQYIFAAAAggmepsHB5mmwvwSraKmv/krX2TnW2R3AOIMXmC6F0XEhBnc3vguAw1N4Ftg6BAdhwT92VEYFt2AJf1y0pNhfggUAAADSwsiI4EHuDnYXIQa5AwAAAIjM/lqw5J7F+ivVX7gb2cV58qvmZYO7A4jFvAuMu0SNX8kADs9gFZCjl1zyqBhdhIQhjjQOy/4SLAAAAJAccQa5I8ECAAAAIIT83YIleKJRKsoDd6QCCRYAAAAIg3mw9NhfgiXzFPQJGNxd819XbtlpVJH+Sv1XoVzhfzHwvz4F7g6OhLvAyuc3jG79kmG4FTgK+0uwAAAAQFoYgnmwSkCCBQAAAIJQIqNUlDFYjkO6CVa/hoVVz8dqz5dcL/NwNrUo7f+8+O/ObWxwS+5VOSFyQrRGi1IMVpkSJkiL+/5g7vPlf9UZ3LLMK8H4VQflB3cluBJCBuXaNBbrwWVvNbp/DY3wIsTk9ABjsPRIN8ECAAAA+yDOo3L4tmBlZ2evWrUqNTW1SZMmkyZNcnFx0X21sLBwwYIFumvi4+M7duwoMDxTYSZ3AAAAsCe9e/dOSUkZNGjQL7/8MnHixBKvymQy/394eXmtWLGisLDQ+kGiBQsAAACEoTIieAwWz0lGL1y48Oeffx45csTFxaVJkyZRUVFLliypVKkSt4Grq+usWbPY5X379gUHB3ft2lVobKaTcILlpCAeeGwI2E5Zl5/250D9lQaHWxnc0qRjQTlE9wexowAVfTJtHIplvKoXuP6lSG3S1pSKchchrxIuXLjQokULtlvwtddeCw0NvXr1amkp1KZNm4YPH65QKATGZgYJJ1gAAABgF8QZg8WrhPT09AoVKnC/BgQEPH36tLQtDx8+vHLlSoGBmQcJFgAAAAhDRXkWoUylUjVu3Fj/lWrVqv3444/ssru7e3FxMfdSYWGhh4eHwfK2bNnSsmXLqKgooYGZhW+CpdVq8/LyfHx8SqxXq9VFRUVeXl4lVspkMicnQdnbnovOE5eeCg8PF1KIPk1iNf2VTvH3zdjLoDKLAntR0PEed2HzvwB0vdrLA7NTg/l0Lz97/IYptfqgXliLqZdNTk4OIWGWiaUM7u7uGzZs0F/v6+vLLb/22mu//voru8wwzF9//fXaa68ZLO27776bM2eOJeLkg9eQtPbt23t7e4eFhQUGBn711Vfc+pUrVwYGBlarVq1t27bPnj1jV/7000/t2rWLi4s7evQou6ZmzZp169bl8s1PP/10woQJop4FAAAA2AylcsoI/qFyhULRyBDdVqiePXv+8ccfKSkphJCDBw+6ubk1a9aMEPL777+fOnWK2+z06dNPnjzp37+/9d8NFq8Ea9WqVUqlMisra//+/VOnTr158yYh5MaNGwsXLrx06VJmZmZkZOTs2bPZjdetW3f8+PHDhw+vWLGCXZOTk/P48eNvvvmG/bWwsDA/P98C5wIAAAA2QAmhVCb8h8+xAgMDFy1aFBcX171795EjR65Zs4btMduxY4fucKv//ve/gwcPLq330Ap49eLVr1+fXWjWrJmfn19GRkatWrW2bdvWu3fv6tWrE0KmTZvWrFmz9evXu7i4VKpU6eDBgyqVSrd374MPPli0aNHw4cO9vb0tcRoAAABgM4z1BrkTQqZPnz5w4MDbt2/HxsYGBv59O+rs2bPV6lc3Py5atMjPz09gSELwHSaVkJBw586do0ePdujQoXXr1oSQtLS0hg0bsq/WqlWrsLDwyZMn1apV+/rrr9euXevm5sa1YBFCWrVqdfLkyS+++OLDDz/keUSGYR4+fMg+mcjJySk0NFQmEzyAztwRDPp7qdVqhmFcXV0NbQ6OhrrzHSyiPhPz6hfeewHYHdffmxm/j9+5dRK7wL/6gB2jMsIIngfLlEflhIaGhoaG6q7RHafFbiA0HmH4JlhpaWlXr169c+dO8+bNtVqtXC7Pycnx9Py72jg7O7u4uGRnZxNC/Pz85s2bp1/C0qVL4+Li3n33XZ5HzMzMHDp0KDdS/rvvvmvQoAHPfa2ATbB0b2SQGpVK0k9CLCgoUKvVcrl0nyWQl5fHPXnUzbahAPxDqVTaOoS/lVkpuFBRfWzO1MtG4n8+7AXfBGv8+PGEkOLi4rp16+7YsWPYsGGBgYE5OTnsqwUFBUVFRbrzqOqLjY3t1q3bsmXLeHaIBgUFHT16VPS7CMViFy1YUu6QVSgUbm5uUk6wZDIZdxehaTPuAViMdCp1mZWCCxXVx+ZMvWwYxuSnLrNjsEzdq2Qhwid6kBLTZlJwcXEJCwvLzMwkhMTExFy8eJFdf+XKlcDAwKCgIOO7L168uH79+gMGDDAvVgAAAJAiK040ai/KTrAePXp04MCBNm3aKBSKw4cPnzt3bvXq1YSQESNGLFu2bNeuXY0aNfrwww9Hjx5d5lT04eHhQ4cO3bhx4+DBg8UJH8AqGAwiAWkoutKUW3ZtdNGi5ZehrErBFeX6z2As08oHYSxxeRhBKVqwSio7wXJzczt//vzXX3+t1Wpr1aqVkJBQu3ZtQkiVKlX27NmzcOHCzMzMnj17zp8/v7QS2rZty43knzt37u3bt6Ojo8U6AQAAALAxKqeCB7lTk3smJa3sBCswMPC7774z+FKnTp06depUZgm7du3ilkNCQhISEvjHBwAAAGB38CxCgLJRN6+yNwKwrsKkDvor3WKOCSnT0pc6qpKlCbwAzCZSF6EosUgFEiwAAAAQBoPc9SDBAgAAAEEwTYM+JFgAAAAgDJUR4e1PSLDALigyhuRn8N3YI/IXS8Zi9xgMHAE7kZ/WW38l/wpuiUv9XyGhKlkAvsClCQkWAAAACEKpjFLBT+ZwrFHuSLAAAABAGEw0qgcJlsNiXExoilc9eotd8Ar9wTLhSAV3prw2zvpnyZQ3E8B+mfS9YQbdbxiTKiNIHMVdhHqk+6hdAAAAADuFFiwAAAAQSIYuwhKQYAEAAIAglBJGcHokvARJQYLlaJTPxv69ZNZYile7E+Id9I0oIZUolpOnNLClwIMaPJBumRSjqcoN7nM3eFWAQbpjpIy/bzLPlV5eXny21PWvLQ1VRoPfAPgEpY9SmRgPe8ZdhAAAAAD/oOgi1INB7gAAAAAiQwuWI8jNmvbqF/G6wLhiffxXCtmdEOtNc2CwB9C8SOTOC7kekH+VAHbi1adW7vuFDV7AZdZr4/31KpWKWxax591wXSv3n6AdwDxYepBgAQAAgCCYB0sfEiwAAAAQhmIMVkkYgwUAAACC0L8fRyj0h+fhnj17Nnny5C5dusybNy8vL8/gNleuXHnnnXe6du06ceLEjIwM8c6VL7Rg2Rml8iP9lTInGw9QEDEqg0V5ey/kubvusBKDRZnH5u8wgOj4V5AyK6DB4VwiVkCAEnr27FmvXr3Zs2cvX7587Nix33//fYkNTp8+3adPn9mzZw8aNCg1NTU/P59nyXfv3lUoFJUrV96zZ09YWFjz5s3NDhIJFgAAAAhDZZQKngeLMnw2O3369P379//v//7PycmpVq1aYWFhn332WeXKlXW3mTJlyuLFiydMmEAI6dKlC88ALly40LVrVzc3t86dO6ekpDx69Gjr1q3x8fGmnggLXYQAAAAgCKUyhhH8w6+L8MqVK82aNXNyciKEBAcHV6tW7ffff9fdIC8v7+rVq9HR0dOnT//Pf/5z8eJFnmexZ8+eL7744qeffjp//vyFCxe2b9++Z88eU98KDlqwpEuVv1R/pUzhbv1IyiTNqLh+DYPvZNl0/isltCgAe1bKZT/J+F7S/FoAC6FWnKbh2bNn/v7+3K8VK1ZMT0/X3eDBgwcymWzGjBkzZszIyMjo1KnTb7/91qpVqzJL1mg0kZGRsbGxzZs3l8lk1apVy8nJMfUsOEiwAAAAQBCxZnJXKpWRkZH6L0VGRiYkJLDLnp6ehYWF3Ev5+fne3t66G7u7u1NK586d+/rrrxNC7t27t2HDBj4JVv369f/666+WLVt+9913hJDk5OSoqCizTwcJFgAAAEiCp6dnYmKiwfXcctWqVfft28cua7Xahw8fhoaG6m4cEhLi7OzMjcqqUqVKamoqn6MPGzZM99f4+PjOnTubFL8uJFgAAAAgjBhdhITK5HJ5RESE8a169eo1YcKEq1evNmzY8Mcff/Tz82vatCkh5Pz581lZWd26dXNzc+vXr9G1aC0AACAASURBVN8vv/zStGlTjUbz66+/tm/f3qRAMjIyFApFxYoVzT8XJFhSJpfMCIb8otXcsofrFP0NpBOqQWaGp9iYX/T3InfWXh6zudd13xaAckengnB0vx8k/rUA4qKE7xB1I3iW4O/vv2rVqvj4+Bo1aqSlpW3btk0ulxNC9u3bd/PmzW7duhFCli5d2q1bt4SEhKysrMjIyOnTp5sUycGDB/38/NgeRrMhwQIAAABBTJom1EghPLccM2bMgAED7t+/X6NGDa73cOHChQzz991J4eHhycnJKSkpPj4+JToQrQYJFgAAAAhl5Ufl+Pv7695LSAhxcXHR/VUul8fExAgMSQgkWNKl29heoP7ahpGUSSZ3tdqxzHgrLBSeNc8awO5w32Bl1ll35/FiHVTiX5UWonvWIr6ZIBASLAAAABCEijOTu0NNfo4ECwAAAARhZ3IXWIjwEsRSs2ZNd3ehd2kgwQIAAABBrDmTuxW0aNFCeCFIsOyDXO5s6xD+VqTdqL9St9ff4AYissRb4aoYzS3zj186HwqARJT5/WBp3LGUSiU3u7elv5QkhTtZ3a81q7DqXYTWUVhYmJ6ezt2ZSAgJCAjw8fHhubtD9XcCAAAACPTs2bOePXt6eHiEh4dH6vjf//7HvxC0YAEAAIAglPKdJtQI4SWIZfLkyampqf/73/8iIyNlsldRVa1alX8h0k2w+var91rYSTVzssR6Z/kIW4RjA2pmC7csl0n3kyLWDZVr99Y9qIgMxm/wWBL/UAAkorSqarUvc93OMgt9b0iQ7pla4a0W62HPogQj3LVr15YsWTJw4EAhheAvBAAAAAgko0RwgiW4BLFERUXl5uYKLARjsAAAAEAQhhKGygT/2Po0/rFkyZI1a9ZcuHBBSCFIsAAAAABeiYmJadq0afPmzT09PSvo2LJlC/9CpNtFKJPJZDKF/noN3WZkLyfZMItFZG0GT7/8KPOj1B1VYPyqMKn8cv62Azg246ORzPgmsQumnpcn34kIdDnUGKyZM2fu3LlzwoQJJUa1169fn38h0k2wAAAAwC6IchehdMZgHTx4cNmyZRMnThRSCBIsAAAAEMTB7iKsUKFCpUqVBBYi5QRLJis3Q8S09Hv9leXn9A3SfU8UsiHGN+b/XolYFAA4GFR/sznYPFjTp09fu3Zt165duecBmEG0BOv333/fuXOn7prZs2ezM8rfvXv3v//97507dwIDAwcOHNi2bVuxDgoAAAAgrrt3796/fz8iIqJp06aenp7c+rFjx3bq1IlnIaJl6zdu3Ni6davuYHu5XE4IOXnyZL169VQq1aBBg8LCwvr06bN8+XKxDgoAAAC2R2VUjB9bn8YrzZs3b9++vW52ZSoxuwgrVar0/vvv667RaDQjRoyYNWvW3Llz2TWtW7du06ZNnz59atasKeKhAQAAwFYcbAzWrFmzhBdi2TFYKSkpDx48mDx5MremRYsWjRo1+umnn+bMmVP2/lJ5qy1CS3TGXTn0mQqn+14piKFBVEbfQMO7lAafBYDFmFYZrQ/V31yUEEbw2ye8BEkRM8H6/fffnZz+LrBixYrPnj27c+dOUFAQOxKLU7169fv375dZmkqlMiMG8/Yyg1qtZhhGrVabXYK7l4jhlCMGP2Ljb6ZJVwU+FwDLsdpXdF5enu4zenlC9TebKB180mnBEoWYCVb9+vWvXbumu8bb21u/OimVypCQkDJLc3NzMyMGDw8PM/YyA5tgubq6ml2CZB4JYGcMfsTG30yTrgp8LgCWY7WvaK1Wa8axUP1BRJbtIoyOjs7Ly7t+/Xq9evXYNcXFxZcvXx40aFDZkTk5mXGxsyPrrYA9kJDDaVGVzWLwPTf+Zpb5Mf1rmox/iirI6+Pl5WVgA96MTwlhXpkAds2aX9FmHauMHkxU29JQMSZZkM40DaKw7LVeuXLlAQMGTJ48OScnhxBCKf3www89PDz69u1r0eMCAACA9VBCxfhxJGK2YCUnJ4eHh3O//vzzz3Xr1t24cePw4cOjoqIaNmyYlpbm7+9/8OBBd3d3EY8LAAAANkSJzJotWA8ePJg3b15qamqTJk0WL17s5+dXYoMFCxYkJyezy6+99trKlSsFxmYG0RKsfv36xcXF6a4JCgoihPj4+Ozdu/fhw4d37tz59ttvMzIySjw6EQAAAIAnSmmPHj06d+48bdq0pUuXvvPOO3v27CmxzYkTJ5o0adK0aVNCSIk77Yxo167dvXv3jGywdOnSt956i2dpoiVYHh4eRkYUVq1atWrVqm3atJkxY8ZPP/3ELz5KCWNqGLrPDHeSDTN1dytw1Ke1Ww33Bup+vtxoJ4Nvr8GVursbvNLcPPdqLNleXeZDe3CpAEgNqm1pqBiPauZZwvHjx1+8eLFixQq5XL5u3brKlSs/fPhQv+2mZcuWpo5HGjZsWFZWlpEN6tSpw780qz6L0NnZec2aNdY8IgAAAFgapSJ0EfKcpuH69euNGzdmb2KoWLFiRETEn3/+qZ9grV27dsuWLbGxsVOmTAkICOBT8qhRo0yN2QgpP+wZAAAA7AClIsxixbOEjIwMf39/7ld/f/9nz56V2GbAgAHBwcFOTk5bt25t2rTp9evXzXhsc3Z29s2bNzMyMqpVq1arVi0XFxeTdpdugkUppVQrqAhJ3u8p9KTgH2q6xYa7Cz+Es3yE8d2N93ErlUrj3xdqxtjRAWxDkl/LIuKqbXmrgJTIRJnJPTc3t0KFCvov1apV69y5c+yyt7d3fn4+91JeXp7+KKv33nuPXejVq1etWrUOHDgwePBg/pFQSufMmbNy5cri4mJ2TVBQ0DfffNO7d2/+hUg3wQIAAIByxdvbOy0tTX+9butRWFjYrl272GW1Wv3gwYNq1aqVVqBCoahcubLxkVX6vvrqq88//3zu3Ln9+vWrWLHivXv31qxZM2DAgD/++KNWrVo8C7HSnG8AAADgwESZB0smk/kb4unpyR2oV69ed+/ePXPmDCFk+/btwcHBjRo1IoQcP3589+7dhJC8vLzU1FR24yNHjly8eLF169Ymncu2bdvmz5//0Ucf1alTJyQkpGXLljt27GjWrNmOHTv4F4IWLAAAABCEEWOQO88SfHx8vvnmmz59+lSqVEmpVO7YsYN97mRiYmJqauobb7yhVCpbtWrl4uLi5ORUUFDw1Vdf1a1b16RIMjMzGzZsqLtGJpPVr18/MzOTfyHSTbAooQzVCCmhSLuRXXBVjBYjInEIPCkwg8ELgLs87JcDnAKAo9IdZFlOqqo1H/b85ptvvv7660+fPg0NDXVy+juT+eSTT9iF4ODgzMzMp0+fEkJCQkLMeOx3ZGTkjz/+2K1bN26NSqU6fPjw+PHj+Rci3QQLAAAA7IJIg9xN4ObmpvvwmBJkMlnlypXNjmTmzJldu3Z99OjR66+/XqFChQcPHmzatEmlUg0fPpx/IRiDBQAAAPBKfHz8/v37c3Jypk2bNnjw4GXLlkVHR58+fdrgHY6lkXALFmUYRi1OUQpxihGFaCcFvBUwX9s6BAPMi8rd+VUDNa4lsDu6l73uxex4CtRS/NqxHEpNeJJgaYSXIKLu3bt3796dUqpSqcyYQ4tIOsECAAAAe0AJoYKfLSa8BNHJZDLzsiuCBAsAAAAEEmuiUVGCEY5hmM2bN+/duzc9PV13/Zw5c/r168ezECRYAAAAIIg1H5VjBYsXL16yZMnrr7/eqVMn3fVVqlThX4h0EyxKtZQpsnUU4nPIkwKDPFynsAv5RavFKpMrSuFCqEm33ABIDHcxczXFAYhY2cGGdu/e/cknn0yfPl1IIdJNsAAAAMAuUBMnWSitEIlwc3Mz8vgdnjBNAwAAAAgko1Twj2TGYE2YMGHjxo3ck57NI+EWLKpltAVCCvDymC1WLCLif1K68avyl1omHDAf/wvMYA+Iwc8UHzqAXRP4Z8t+USs+KscKRo4cef369Zo1a7Zp08bd3Z1bP2TIkLZt2/IsRMIJFgAAANgDRowuQukMK92xY8fatWtDQkLu37/v6urKrVcqlfwLQYIFAAAA8MqyZcvGjBmzbt06udz8kVRIsAAAAEAYx5qmobCwsFu3bkKyKyLlBItSLXXEzmzjJ+XtvdCMvcBqSvuAzFDmZ8qNx1IqPxLroAASpHuFi1jFbKLcfleLchehdLoI+/Tpc+TIkT59+ggpRLoJFgAAANgFSmSO1ILVuXPn0aNHv3z5skOHDj4+Ptz6Ro0aRURE8CwECRYAAAAI4mAPe169evW9e/fu3bv3ww8/6K5fv379uHHjeBYi4QSLqqlGZesgxJGbNc34Bj7+K41v4DBvhZ0q8wMyA/+uEHz6UH4Y/La0RAUUUZnf8GB3fvnlF+GFSDjBAgAAADshfB526czkLgokWAAAACAIQxxqolFRIMECAAAAQRzsLkJRSDjB0mpkxfY99ET5bCy7YF5Ozu1udgkghMxzpZeXl62jIOTfA1B0rwoAkAJ7/1MlDjHmwSKO1YKFhz0DAAAAiEzCLVgAAABgD9BFqE+6CZaMUQtsd1U9eotd8Ar9wfiWFiIwfjQ7W43BK0SlkuL77x30DbugVCpl2XynYwEAy8F3NXG4iUZFgS5CAAAAEIRSwojxw1NqamqvXr1q1KgxdOjQjIyM0jbLzMzs1q3bypW2mUcNCRYAAAAIwnYRCv/hQ6vV9uzZs0mTJomJiW5ubsOHDy9ty0mTJt2/fz8lJUWs0zSJdLsIAQAAAEpITEwsLCycN2+eTCZbsWJFUFDQ3bt39R8RuH//fo1G071799zcXJvEKeEEi9HI7bxjW2D89n76EucRKcKTEGyLGzqWn9bbtpEAODbjVQw9QYQQKsYIKp4lJCUlNWzYUCaTEUL8/PwiIyOTkpJKJFjZ2dmzZs1KTEy0Vf8gkXSCBQAAAPbAmncRZmZm+vr6cr/6+/vrD8P6z3/+M2XKlCpVqggOynzIvAEAAEAYSqgYPzk5OTJD6tevzx3Kz88vLy+P+zU3N9ff3183liNHjty8eXPAgAFZWVmFhYVFRUU26SWUbguWTKuWF9pHH1lhUgeD6/lnrwZLQPJrCW4xx2wdgvh0uztLuxoBwCS6VQnfxlbj6+ubnZ1tfJvw8PDt27ezy0VFRQ8ePCjRP3j//v3nz583adKEEPLixQuGYdLT0xMSEiwUc2lw2QAAAIAgDJGJ8sPnWL169Xr8+PGhQ4cIIRs2bKhWrRrbvnXw4MEtW7YQQkaPHp32j1GjRg0aNMj62RWRcgsWAAAA2AVqyixWpeFZgoeHx/bt20eOHEkp9fHx2blzJ7v+ypUrt2/fHjFihO7G7u7uGo1GaGRmQYIFAAAAQgnOr0wooUePHk+ePMnJyfHz8+NWzps3T3/LxYsXC47LTBJOsLQamUhjsIquNOWWXRtdFKVMXWLFCVbAXQyWuBKkAFcjgChQlUxCiYyx7qNyZDKZbnYlQXwTLKVSmZSUVFxcXLNmzaCgIG49wzBXrlwpLi5u2rSps7Mzu5JSeuHChSpVqoSGhnJb3rt37/79+z4+PjExMW5ubiKeAwAAAICk8EqwXrx4ERkZWadOHWdn56tXr37wwQezZ88mhOTn53fp0iU3N9fLy+vly5cnTpxgc6933nnH39//zz//nD17docOHbRa7dChQ0+dOtW4cePMzMwbN27cunUrODjYsmcGAAAAVsFOsiC8EEfCK8Hy8/PLzMxkG6guXbrUvHnzCRMm+Pr6btmyRaPRXLlyxcnJadCgQZ9//vny5csppX/99dfmzZtTU1PXrFnToUOH/fv3nzt37tatW56enoSQjIwM3SnCSiPTauQFeWVuZir1mRhu2bl1kihlWiJOAPPgagTHINb3s0l0/0DgHnuTWHOiUXvB6xJSKBRc95+/v7+T099p2U8//fTWW2+xv7799ts//vgjIUQmk7m7u69evXr+/PkdO3YkhGRmZnp7e7u7u7N7VapUydXVVfQzAQAAAJtgH5Uj/MfW5yEmEwa5z58//8GDB1euXNmyZQvbBPXo0aOwsDD21WrVqv31118Mw8jl8p07d/7666/vv/9+o0aNCCG9e/deuHBhbGxs165d27VrFx8fz2cMllqtJsTZrJPii2HMT5eZf4gYD1hTmZ+dxD9fiYcHIJDAyxsVxMrQgqXPhAQrJiYmMDDw/v37u3fvHjRokFwuLywsdHFxYV91cXHRaDQajcbFxcXd3X3AgAHcjkFBQUlJSbt37z558uTYsWO9vb1PnjwZEhJi/HBFRUWEeJhxSvzl5+ebva9arWYYRqvVEkLQHGePyvz0CwoK5HLp9hIUFBQoFAr99bgawTEI+X4mpVcQ41B9QEQmJFgDBw4khIwZMyY0NPTEiRMdOnQIDg5+8eIF++rz588rVqzI5Vsl+Pj4jBo1atSoUQUFBa1atVq3bt2iRYuMH87bzU1m4dEkXl5eZu+rVqtlJ6qLGAxYmdv/1eGWneLvG9xGyBViaZRSLjxNYjWbxgIgPoG1T7eClAk1SDhrTjRqL0z+Dzr7f3r23+bNm586dYpdf+rUqebNmxvcRbed1t3dPSoqSvcxjQAAAGDvqBg/joRXC1ZiYuLhw4fr16+v1Wq///771157rUWLFoSQCRMmNGvWrHbt2r6+vsuWLWMHuev79ttvExISunbtGhwcfPHixQMHDpw4cULEcwAAAAAbYsRof3KwFixeCVZMTMylS5cSEhKcnZ179eo1cuRI9jbAWrVqHTt27Ntvvy0uLt69e3eHDh0M7t6/f3+5XH716tXc3NzQ0NBLly7FxMQY3BIAAADsjyjzYIkRiHTwSrAqV648Z84cgy81atSIvVXQiICAgDFjxpgcmlYtyy80eS/L0P4cWGKNdAc/gyXpXwl8KPpkih6JLlk++twBTKNblx1qbgCQDAk/ixAAAADsASUyRnCmKrwESUGCBQAAAIKIchdheXxUjm1otCS/wKJH0P5PujfhgzUZvBLcCdFasnxdisEqSxQLAAQ1xUympQei3APoWPmVlBMsAAAAsAcUdxHqwVhtAAAAAJGhBQsAAAAEQRehPgknWBqG5qttHQSAdNm2gjiNKuKWNf/FM9xAHLrXlVjwp8QsJo7BwqNy9Eg4wQIAAAB7gDFY+pBgAQAAgFDoIixBugkW1choHsbgQ7mg/sJdf6XzZAPTlHBbuhFCJXOTCqoqSIRuBdHpF8T1CTYg3QQLAAAA7ALGYOlDggUAAACC4C5CfWg4BQAAAEHYQe7Cf3i6du1amzZtgoKCevTo8ejRI/0N3nvvvdq1a1eqVKlZs2Z79uwR81R5k24LFtXImTwXW0cBIC02rxSus3PYhaKlvjqrUVXBlnSuRlyKtkGpCE8S5FmCRqPp06fPjBkzhg8fvmDBgmHDhp04caLENvHx8VOmTPHz8zt+/PiQIUOuXbtWq1YtofGZCC1YAAAAYDd+++03hUIxefJkX1/fhQsXXrhw4datWyW26dOnT1RUVEBAwBtvvFGlShX9DaxAui1YAAAAYBcoIYwYhfCRkpJSv359dtnb2zsiIiIlJaVGjRolNktKSnr8+PHp06c9PDw6dOggODqTSTfBohonbZ6Be9cByon8ucGGVtugUngsTueWdaJC9QRb+ncFwdUoukKTthZrolFKaVZWlv5Lrq6uHh4e7PLLly+9vb25l/z8/J4/f66/y4EDBw4dOpSSkjJ+/HhuX2uSboIFAAAAdoESSgXfBUgJVSqVkZGR+i/VqlXr3Llz7LK/v79ul19OTk7FihX1d5k1a9asWbNyc3MbNWoUGRk5dOhQgeGZCgkWAAAACCLWPFg+Pj4vX740vllUVNSmTZvY5YKCgnv37kVFRZW2sY+PT6NGjW7fvi00ONNhkDsAAADYjZ49e2ZlZe3cuZNhmJUrV0ZHR9epU4cQ8tNPP3311VeEkKysrMOHDxcUFGg0mqNHjx46dKhdu3bWj1O6LVhUo9Dkudk6CoDyxWfVff2VuVOr6fyGWgmSgD8QFmbaGCwi1jQNsrI3c3V13b1799ixY0eOHFmnTp1t27ax6+/du5eWlkYI0Wq1ixcvvnr1KsMw4eHhq1evbt++vdDgTCfdBAsAAADsgih3EfIvIS4uLjU1tcTKGTNmsAsBAQGnT58WHI5QSLAAAABAELHuIuTTgmUvpJtgMRpFcb6rraMAKF+ej6ttaDXugQfJKc7HZWlR2bYOwO5JN8ECAAAAu0AJEWWaBlGCkQgkWAAAACCIWNM0OBIkWAAAACAI5f2gG+OFOBLpJlhajaIYd+FaS+Xt19iFJ0Mb2DYSAChvuO+fMv37Cwp/ICSEEsoInqdBeAmSgolGAQAAAEQm3RYsAAAAsAuizIPlUO1XUk6wtFpFYQHuwrWSu/1b/rOI9xwAJAp/FCSLUkoFd/AJL0FSpJtgAQAAgF2w8kzudgEJFgAAAAhCxRiijkHuAAAAAGCMdFuwtBpFYQHuwgUAcHDJ3Ttwy9EHjxnZEn8UpAzzYJUg3QQLAAAA7AIllBGcIAkvQVKQYAEAAIAgDMUYrJKkm2BptYr8QrQGAwCUI5c7dNdf2fjYQXYBfxQkjOJhzyVgkDsAAACAyKTbggUAAAB2AfNg6UOCBQAAAIJQMYaoY5C7lWgYRV4RutsBAMq7k636/bOIPwoSRcUYg+VgEzVIN8ECAAAAu0AJZQR38QkvQVL4DnJnGGbVqlWNGzeuVavWwIEDufVbtmxp2LBhbGzs8uXLuZUHDhxo3779wIEDX7x4wa5JTEzs0qVLjRo1GjduPG7cOKVSKeI5AAAAAEgK3xasDz/88NChQ2vWrAkODr5y5Qq78vTp0zNmzNi3b5+vr2/fvn1DQkKGDRtGKV26dOnRo0dPnz792Wefffrppzdu3Ojfv/+3334bFxeXmZl58ODB4uLiMo+o1ipU6CIEAACQPEw0qo9XgpWRkbFq1arr16/XrFmTEFKjRg12/YYNG0aPHt26dWtCyMyZM9evXz9s2DCZTEYIKS4uVqlUrq6uhJAzZ87UrVt30KBBhJDg4ODY2FgLnQwAAABYHwa56+PVRXj9+vUqVaqcO3euc+fOAwcOvHDhArs+KSmpYcOG7HKjRo1u3LjBLn/yySdvvvnmoUOHpk+fTgiJjY29fPny6tWrb926RR1rnlYAAABgB7kL/+F5uDNnztSpU8fT07Nly5a3bt0q8apKpRoxYkRoaKibm1ujRo2OHj0q9unywivBevTo0ePHjxMTE1esWNGpU6eOHTvevXuXEJKZmenn58du4+fnl5ubW1RURAiJi4s7ePDghg0bfHx8CCGtWrXavHnz//73v9q1a7/22mtLlixhmLIHsuXk5Jh/WgAAAGAt7CB3wT+8EqyioqIBAwbMnDkzNzc3Pj7+7bffLrFBYWFhjRo1Tp06lZubO2bMmNdff50bEW5NvLoI/fz8ioqKvvrqK39//7p16/7444979+6dPn26n5+fSqVit1EqlR4eHmyfoL7BgwcPHjxYpVIdOHBg3LhxVapUGTFihPGDenj5qdQuppwLAAAAOLiDBw/6+PiwedWsWbM+++yz5OTk6OhoboOAgIA5c+awy+++++77779/69atFi1aWDlOXi1YkZGRcrnc09OT/dXHxyc/P58QEhERkZqayq5MTU2NiIgwXo6Xl9ebb77Zu3fvS5culXlQdiwXAAAASByVEUZGhf/wOdatW7fq1KnDLnt4eERGRnKpiL4zZ87I5fLatWuLc56m4JVg1atXr379+hs3biSEpKWlHTlypEOHDoSQYcOGbdq06eXLl0VFRWvXrtVvpmOdOnUqISFBo9EQQh48eHDq1Kl69eqJdwoAAABgS1SE/kGGIQzDMHcNycjI4I6VlZXl5eXF/erj4/Py5UuDUT179mzYsGErV67khjNZE99pGr777ru33npryZIlWq120aJFrVq1IoQMGDDgzJkzERERMpmsa9eukyZNMrgvpfTDDz9MTk728/MrLi4ePnz4qFGjyjyimpEr1c78zwQAAABsghJKBU8TSgmTl5cXHx+v/1JERERiYiK7XLFiRd0mq+zs7MDAQP1dnj9/3qlTp5EjR/JJOSyBb4JVp06dP/74Q6VS6aaNMplszZo1n332GcMwbm6lzlkVFxd36dIlhmHy8vK8vb2FhgwAAABSItZM7t7e3mlpacY3q1mz5vr169lllUp19+5dbvYoTnZ2drdu3bp06fLRRx8JjMpsfGdyZ+lmVxwXFxcj2dWrI8nlyK4AAABAiG7duhUWFq5fvz4/P3/hwoXsM2YIId9//z37UBm2GSwwMHDw4MFXrly5cuVKdna29eM0LcECAAAAKIESysgYgT9UxqsNzNnZ+eeff968eXNoaOj169e3bdvGrs/Ozs7MzCSEZGRkUEozMjLG/ePatWsWPPlSSPdhzxiDBQAAfEy9va7EGqVSubHhLJsEUz5Z+WHPjRs35uY850ycOJFdCA8Pv3z5ssBghJNuggUAAAB2QaxB7qIEIxFIsAAAAEAQK7dg2QXpJlhqKstVK2wdhVTMv7+W55YfVzM8WYb1GY85Pz/fzc1NLpfuKMAS98xan3Q+SgCJ4P9NSAjBXxCwLekmWAAAAGAXRGrB4vuwZ7uABAsAAAAEoTKG4XcPoBHoIgQAAAB4hRJKiVZwIUJLkBTpJlhqRqZUS3eAjq4Vj9dwyzOq/If/xpbAjVFQKpX8Z3YtM2x9lj4RMD7cxNKfL4BtCf+GsZe/IOCopJtgAQAAgF3AXYT6kGABAACAQJgHqyTpJlhqhuSq/17+JkNyvVFqtZphGFdX1xLr7bTjzE7DBp7M+3zHVkLHIlibiN/23F8Q4JT59ppd6yllGCp0BJXwEiRFugkWAAAA2AVRZnInjtWChTGAAAAAACJDCxYAAAAIQgnDiDBNg0O1YEk3wXri9GjbhS3h4pe//QAAEdJJREFU4eG2DgSgnMpVO9SsylDCjqwvhOxu8FlSb/pPtuhBTeKQF7Cl30B2kFZOTs6usO9M2hEPe9Yn3QQLAAAA7IJILVgY5A4AAADwCqVUcAuW4BIkBQkWQDnVzWuirUOwP7+pvrLOgfLz893c3ORyO7sPyZo9gGXKUdt3c4jVLjawECRYAAAAIAjGYOlDggUAAACCiDLRKMVEowAAAAAcsVqwZKJEIw1IsADKqRymyNYh2MC5/I3sglKp9Pb2tm0wYFFmjGFq6THaEpHoYq/A0h62ZscoFd7+5GAJlp2NoAQAAACQPrRgAQAAgCCUMBjkXgISLIByiussswQH7AGBcsCilcKxUUIZ4fNgEUZhyvZ5eXmenp4CD2o56CIEAAAAgSglWuE/PA92+PDhKlWqVK1aNTo6+vr16/obrFu3rmPHjkFBQZ9++qmop2kCJFgAAAAgCKWUUkb4D59jFRQUvPXWW+vXr3/x4sWoUaOGDx+uv42Pj8/EiRMbNmxYWFgo9rnyhQQLAAAA7MaBAweCgoJ69epFCJk4cWJaWpp+I9bQoUP79evn7+9viwD/hgQLAAAABGEHuQv8IfwGud+5c6d27drsspubW3h4eFpamiVPzkwY5A4AAAACifCwZ0IYrVZ75coV/Rf8/f0jIiLY5ZycHN2x7d7e3llZWYIPLT4kWAAAACAIOwZLcDFMQUHBuHHj9F+oWrXqnj172OXAwMCbN29yL2VlZVWqVEnwocWHBAsAAAAEYvjfA1g66uXldfnyZeMbRUdHr1mzhlIqk8lycnLu3r0bHR0t+NDiwxgsAAAAsBudO3d2cnJatmzZ48ePP/jggzZt2kRGRhJCNm7c+NFHH7Hb3Lp168iRI+np6Xfv3j1y5Mhff/1l/TiRYAEAAIAglFhvmgaFQnHgwIETJ07ExcVlZWVt27aNXS+XyxWKv2cqPXr06LJlyxQKxdOnT5ctW3bt2jVLnXnp0EUIAAAAAlGe9wCWVQgv0dHRhw4dKrHynXfe4ZbHjx8/fvx4wfEIggQLAAAAhBFnkDvfBMsuIMECAAAAQSihYjyq2aESLIzBAgAAABAZWrAAAABAIErE6SJ0nHYfJFgAAAAgkDjzYCHBAgAAAOBY9S5Cu4AECwAAAIShonQROhTHaYuzsg0bNixfvtzWUZQqPz+/UaNGto7CmAkTJiQmJto6ilJdvHhx6NChto7CmHbt2qWnp9s6ilJ98803y5Yts3UUpZJ+BZk4cWJCQoKtoyjVpUuXhgwZYusojOnQocOTJ09sHUWpvv32208//dTWUYBloQXLTDk5OUql0tZRlKqoqCgzM9PWURijVCpzcnJsHUWpcnNzc3NzbR2FMS9fvszPz7d1FKWSeAUpLi7OyMiwdRTGoIIIhApiZZRQ6lgdfMIhwQIAAACBRBmD5VCQYAEAAIBwaMH6FxmlEn1HfH19w8LCXFxcbB2IYenp6VqttkqVKrYOxDCtVnvjxo169erZOpBS3b17t0KFCn5+frYOxDClUpmenl69enVbB1KqGzdu1KhRAxXEPKggAkm/giQlJVWvXl2yFeTZs2cajUayFYRhmKSkpKKiIisfV6VShYeHS3x8C3/SbcE6ceIEw0i3vbGoqIhhGHd3d1sHUqrs7GzJfjsTQpRKpYeHB/fkc6lhGEalUvn4+Ng6kFJJ/PNFBRFIpVK5u7ujgphN4p+v9CuITa49Ly+vlJQU6x/XQqTbggUAAABgpzBNAwAAAIDIkGABAAAAiAwJFgAAAIDIkGABAAAAiAwJFgAAAIDIkGABAAAAiAwJll06e/Zsx44dw8LCmjZteubMGXZlSkpKfHx8tWrVevfu/ejRI3bls2fP+vTpExcX98svv7Br5s2bF6djwoQJtjkH6/r5558nTJjQuXPnH374gVt5/Pjxvn37Vq9evV69egsWLFCr1ez6wsLC9957Lzw8vFGjRvv37+e2/+CDD9q3bz916lR2cpOjR4/G/ZvEH28nCoZhVq1aNXTo0Pj4+NTUVG69UqkcP358rVq1ateuPXnyZO4xcPfu3evRo0e1atW6dOly+/ZtdmV2dvaAAQPi4uJ0Pw6HlJSUNHv27B49ekyaNIlb+fjx4/Hjx8fGxlavXn3o0KEPHz7kXtq8eXNsbGxUVNT8+fO5iQAPHDjQtm3b119//enTp4SQOXPm7Ny5k33pxYsX8fHxBw4cYH99+PBhly5drD8/pNX89ttvbdq0CQsLa9Wq1Z9//smuvHjxYps2bapVqzZ48ODnz5+zK9PS0rp169a+fftTp04RQn766adZs2Zx5YwZM2bhwoXcr2+99db58+eteB5QPlCwN1evXq1QocKmTZsePHhw4cKFpKQkSqlWq61Ro8bixYufPXs2derU1q1bsxtPnz79xIkTRUVFrVq1YhiGUtq3b9/Ro0ef+cf169dteTLW8vHHH3/yySfNmjVbvHgxt/LLL7/csmXLnTt3Ll68WKtWrQULFrDr58yZ07Zt20ePHv3666/e3t7379+nlF64cGHChAmU0g8++CAxMZFS+sMPP0RERJzRUVRUZIuTsyq1Wj1ixIgvv/zS3d39woUL3PrJkye3b9/+8ePHDx8+bNmy5axZs9j1TZo0ef/99589ezZ//vw6deqwF+HixYv37t2r0Wjatm1bWFhomzOxin379s2cOXP06NHNmjXjVp47d+7jjz++du3a3bt3hwwZ0rBhQ259hQoVzp07d+fOnejo6PXr17PrW7VqVVhYeObMmcmTJ1NKFyxY0K9fP/alvXv3BgUFjRw5kv11y5Yt9evXt97pWVdiYmJgYODOnTsfPXp0+vTpu3fvUkrz8/MDAwPXr1+fnp7+9ttv9+/fn914yJAhKSkpubm57dq1o5SePXvWz89Po9FQSrOzs4OCgsLCwtgt//rrL5lMlpGRYZuzAseFBMv+9O3bd86cOSVWHjlyJDg4WKvVUkrz8vI8PDxu3LhBKZ03b96uXbueP3/OpVx9+/ZduHChlWOWiP79++smWLpWrVrVoUMHSqlWqw0ICDh+/Di7/o033pg/fz6l9I8//hg8eHBRUdHo0aPPnTtHKf3hhx/q1KljncglyMfHRzfB6tSp0xdffMEuL1u2rFevXpTSK1eueHt7symURqMJCAg4ffo0pXTlypUbNmzIyclp1aqVWq22RfhWtXnzZt0ES9edO3cIISqVilI6YsSIadOmseu3bdvWoEEDdrl169YZGRl79+6dPXs2pfT48eMVK1ZkK/t//vOf5cuXR0VFsVuOGDGCbWF1SC1atFizZk2Jldu3b4+NjWWXHz9+7OzsnJ6eTikdM2bMyZMnHz16FB8fTyktLi729PS8cuUKpfTAgQNvvvlmo0aN7ty5Qyn9/vvvy3NFBstBF6H9uXz5ckhICNvDsnTpUrZjKzk5uUGDBnK5nBDi4eFRs2bN5ORkQsiMGTOOHz8+atSozz//nCvh8ePHF/9x//59G52HtJw9e7Zu3bqEkIyMjOfPnzdq1Ihd37BhQ/adjI2NZbtp6tat26JFC/bVgoIC7p28evWqrYKXguHDh2/ZsuX8+fNnz57dvn378OHDCSHJyckxMTGurq6EEIVCUbduXfbNfPfdd1NSUoYMGbJ48WInJ+k+sMsKzp49GxER4enpSQhJSkpq2LAhu5698CilhJDPP/989OjRiYmJH3zwASGkRYsWeXl5SUlJhJCTJ0/27dvX3d39wYMH7K/t2rWz1blYFMMwV69e9fLy6t27d4cOHb788ku2CzU5OZmrrZUrVw4ICGB7rhcvXrx58+YpU6asXr2aEOLs7NyyZcuTJ08SQk6ePBkXF9e2bdsTJ06wv7Zv395W5wUOrFx/tdkjSumTJ0/WrFmzadMmDw+Pd955p7Cw8OOPP37x4oW3tze3mZ+fH/u8TB8fn3Xr1pUo5LfffuOGL/Tp02fmzJlWi1+atm7devbsWfY9ef78uUwm8/LyYl/y8/PjRla9++677777ru6OT58+nTp1Krvs7e196NAhK0YtLV26dNm8efPQoUMZhqlZsyb7F6u0y9Ld3X3VqlU2i1Uy0tLSpk+fvnXrVvbXFy9ecE/38/X1LSoqUiqVPj4+TZs2/fnnn7m9XF1dmzdvfuLEidDQ0OfPn0dFRbVt25bNEh48eNCmTRsbnInlPX/+vKioaO3atd98801xcfGwYcPkcvmECRNKu8YqVaq0efNm3RLi4uJOnjw5derUEydOjBgxIigoaO/evaNGjTp58uSSJUusfT5QDiDBsjMymczX1/fdd99lv0bnzp370Ucfffzxx/7+/iqVitssNze3QoUKpRUyevToefPmWSNce7B3795Zs2YlJiZWrFiREFKhQgVKaV5eHptj5eTksOsNioiIOHv2rPVilbDBgwc3a9bs6NGjhJBp06aNGDHil19+MemyLG8ePnzYqVOnRYsWdevWjV3j7++vVCrZ5dzcXGdnZy7RL4HNFcLCwtjvgTZt2iQkJMhksvr16/v7+1snfivz9fWVyWQzZsxo0qQJIWTatGm7du2aMGGCv7//s2fPuM2MXGPt2rVbsWJFTk7OX3/9Vbt27eDg4ClTpqSnp9++fTsuLs5KpwHlCboI7U9UVBTboUAI8fLyKiwsJIRERERwDyFXq9VpaWmRkZE2C9F+HDhwYPz48b/++mudOnXYNZUqVdJ9ovvNmzcjIiJsF6DduHz5MpcodO/e/fLly4SQiIiIW7duabVaQgil9ObNm7gsWY8fP+7YseOUKVN020QjIyNv3rzJLrMXHtvpr699+/YnTpw4fvw4mxmw+ZYD9w8SQlxdXUNDQ7mvPk9PT/2vvqysrIyMjNIqbNOmTdVq9VdffdWyZUuZTFahQgUfH59NmzbVqVMnICDAOmcB5QoSLPszatSoLVu2qFSq4uLi9evXd+7cmRDSpUuXgoKCHTt2EEK+/vrrypUrs//PM0ilUj39R3mYWYAQkp+fn5WVVVxcXFhYmJWVxd7Hfvjw4bfffnvr1q3h4eFZWVm5ubmEECcnpyFDhnz22WcajSY1NXXfvn3scCKDNBrNUx3cRA+OLScn5//buX+W1qEwAOOppY4JShGFC0o6CE4qKEKlQnDwC1hBwaV0d3ES/ARSQTcFF6XgVhFXUXBycdBJBxeHLnoGaeufxPcOB6Tee5WLvNdI7/MbD004HEJ4SE9ijBGR+/t7Y4zdCjM4OFgul6MoCsOwXC4PDQ05jpPNZjs6OjY2NhzH2dnZSSQSQRDEPPuv9fz8bIyp1+thGBpj7PO8arUaBEE+n5+fnzfGvK6h3cdWrVYfHh5WV1c/uPDGxsZqtdr29nYul3Mcp7u7O5lMViqV1n4SUygUNjc3Hx8fa7Xa1taWvfVNT09fXFwcHh6KyMrKyvj4eG9v7x8PT6VS2Wy2VCrZRXMcJ5fLlUql1l40xCnOHfb4lDAM7YPxrq6ufD5/d3dnx4+Ojvr6+jzPGxgYODs7e+/wYrH4o8no6OhXTTxOy8vLfpPd3V0RWVhYaB60bxuJyO3t7dTUlOu6nZ2d6+vr751zb2/vx1v2HaWWFwRB87rd3NyIyOXl5cTERDqdTqfTk5OT19fX9senp6f9/f2e52UymZOTkzjnHYfj4+PmtSoWiyKyv7/vv2U/BSIiS0tLruu6rjs7O9toND4488zMzPDwsP3shYgsLi5mMhkbvq2q0WjMzc3ZW1+hUKjX63a8Uqn09PR4njcyMnJ1dfXBGdbW1nzfPz8/fz3Q9/2Dg4N/PnX8lxIiEnfj4TPsjTWZTP4y/vT01N7eHsuUWgwr+QlRFCUSid//2GIx/97Ly0sURalUKu6JfFNhGLa1tXGN4fsjsAAAAJSxBwsAAEAZgQUAAKCMwAIAAFBGYAEAACgjsAAAAJQRWAAAAMoILAAAAGUEFgAAgDICCwAAQBmBBQAAoIzAAgAAUEZgAQAAKCOwAAAAlBFYAAAAyggsAAAAZQQWAACAMgILAABAGYEFAACgjMACAABQRmABAAAoI7AAAACUEVgAAADKCCwAAABlBBYAAIAyAgsAAEAZgQUAAKCMwAIAAFD2EzytOOaWljeJAAAAAElFTkSuQmCC",
"text/html": [
"\n",
"\n"
],
"image/svg+xml": [
"\n",
"\n"
]
},
"metadata": {},
"execution_count": 5
}
],
"cell_type": "code",
"source": [
"plothorizontalslice(dummy * u\"mol/m^3\", grd, depth=10u\"m\")"
],
"metadata": {},
"execution_count": 5
},
{
"cell_type": "markdown",
"source": [
"The advantage of Plots.jl recipes like this one is that you can specify other pieces of the plot as you would with built-in functions.\n",
"The advantage of Plots.jl recipes like this one is that you can specify other pieces of the plot as you would with built-in functions.\n",
"For example, you can chose the colormap with the `color` keyword argument."
],
"metadata": {}
},
{
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": "Plot{Plots.GRBackend() n=1}",
"image/png": 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cOBqNxr0vt6KiQgjhp5Z+5plnLr74YmnUN27cOFeMJYQYNWrUtGnTHn/88cyHV0gTLAAAAADUAdwaX5YYhujatesNN9yQ+tLBBx8s4wMOOOCHH35w4x9++CEajcobWpT//ve/b7311rRp09h9HXnkke+9916VhocJFgAAAAByimmoxQ+y6aR169ZSX+XHWWeddccdd9x6661FRUUvvPDCGWecYVmWEOKjjz5q27Ztx44d3WazZs06+uije/ToITcsLS1t2LChEKKiomLevHlHHnlklYZXSBOsRNme9A0M1hODJI+475/hDgkAUFXOe4b5K/ClS9VN/mfGJi+X5zylaoXEdyVfVnEBBYETT1YD7XhFalJoJUKVXPO3h92gx4UTsxyAtFRwbLo+Dy38ebHWwE7dShb+HJspJgohBt791zQj+fj680lXfuVCmathmwbDMbM+lzNUkY8YMeKJJ5445phjDjrooPfff3/BguSFZeLEieedd97VV1/t/vjXv/71xhtvpBsed9xxzZs3b9my5SeffLLffvtVejWQQppgAQAAAABUiWg0umDBgsWLF+/cuXPGjBn77befm589e3bz5s3d2H1+8NBDD6UbvvPOO8uXL9+9e/e11147cOBA/iaOP5hgAQAAACCnGIbI3vTayLgHy7JOPPHESslu3brJOBKJDBgwoFKDFi1anHLKKdUeHiZYAAAAAMgpVigarDBGUnMU0gRLXyqHW1iD5I5+7I0aHxAAIDNOf2R+QINHVQPOYYXYNGR9UQb7FHY8aSnpVPhpsLy1dKiPg9dg5VP3yuQhl/w5w51+MX0S6Z9biofTY2lyK5W0ma1okjgyfHTNKC9J5E3K8cFHd6Vih32dEJowyzAd08y2NyPrHmqUQppgAQAAAKAOYIZRIsze6KFGqcL727hx4/Lly3/55Rea3LBhw2effVbJdf7bb7/dvHmz/HHnzp0lJcojtKysrLQ0cNlmAAAAAIBCJaM7WKWlpeeff/6///3vzp07r1+//qOPPurcubMQ4vLLL3/ttdc6duy4ZcuWf/3rX657xEMPPbR48eLy8vJzzz33wgsvFEJ07949kUh88803TZo0EUJMmzZtw4YNf/3rX6s61sSeMjY/+K8Lq9oVACBcTnwgWeNjb9n73cdn//40uJdlZTDPVRcg35CVQcfHpkHVELkGtG644qGb3aD3n+5Ov9NE+V7VlawMUmsGrlyoeTewdUObsWlgLRto3VDYnFE7baCc3hl79/CqghrmPlAizOhiNWnSJMdxNm/e/OGHH27ZsqV9+/ZCiKVLl7766qtffvnlsmXLLrjggptuSi4C8/rrr7/88suvvvrqc889J3to0KDBgw8+WBNvAAAAAACFhWEKM+t/ea7IDL6DtXfv3lmzZi1fvry8vLyioqJx48Zu/sUXXzzrrLNatmwphBg/fnzPnj3Lysrq16/ftWvX++67r6SkhHqe3n777ZMmTbr88svbtGlTQ+8EAAAAAAUBNFhCCLFhwwbHce67776jjz66c+fO5557rqu42rhxY6dOndw2Bx10UCKRcNf6efTRRzt06DBgwIA77rhDdtK9e/ezzjpr6tSpmY8sFostXbp0gUdZGV8fBAAAAEBh4ZYIs/yXuQ9WrRB8B2vHjh2xWOyAAw5YtWpVaWnpoEGDnnjiiT/96U9lZWVyPepIJBKNRl3peiQSOffcc1P7+ctf/tK7d++JEzNddmD37t2PP/54vXr13B/vueeehM8ca9G5g9xg4Mx3Muy8JqioqLBtu4I8CZxv7NmzJ5FImNn/1VBjlJaWVtUqN8fU+ggv/scyGceJiMJbV0MFQogXxh2dzb5OfVzty3EqB0IIm7ZmBRtBKg5ebsUl5VFLP/5jpitzB/m37FuXZ/WuS0tLL5j9oRtb5FyJmDIwUpNCiCdGH5XNfjOn1g/CQPLqMSaipiK6q4oYacBosOS6Opq5g2fo8PnUP5HN48xWVGLlNdCSnB6LJoUSZjE2DZoGi57z/Fo6rAaLiTPXYNEH14QQe/furemldQqR4AlW27ZthRDnn3++EKJhw4bDhw//97///ac//alNmzbyicLdu3fHYrF27dql6adjx44XX3zxnXfe2aFDh0xG1qJFi7///e/yJpkQYlHQJo0aNcqk5xrCnWDJSWceYhhG/fr183mC5ThO7X6JgeT/CCkFNNQQyfJdV/v3RM4+7YI4CPN/hCAbKn2/9erVq+qk39VgZUmelwiDJ1gHHnjg/vvv//PPP7s//vTTT+7aPQMHDnzttdfc5AcffNCxY8dWrVql7+qWW27p1q3bkCFD3OWpAQAAALAPYpjCsLLuJX9vFwiRyQQrEolcffXVkyZNmjZt2qZNm/7+978vXLhQCHHRRRfdeeedd999d//+/SdNmnT11VcHTmBbtWo1ceLEu+6666KLLqrGWON71IOv+q7yexILQLUY9aSqf8W90gFbFqR5mjzes06gyQ+uG5p+vwPu9gwXaDWQKxGycYg2DQZn00CTJtfg8HvU5yZrfB/eGPCuT/ofZitaASRJ9W4i5DfEeTMXuEGUJJ+7eEj6/YKapts5l7nB6lnqSXZZFhRC2MrHgdQNvRqizXs3+Dk+xJkGsgIYr0KJkPi/cyXCBGPNIEhlsEolQodTAJz82nKRwoLf9k9NVg8Td7BcJk+e3KxZs0cffbRVq1bz588fOHCgEKJ58+aLFy9+4IEHPvroo2uuueaSSy7x2/zKK6884IAD3Pjaa68tLy/v3z+0LwkAAAAAIN/IaIJlGMYll1ySOoXq2bPnzJkzAze/5ZZbZNykSZMqPUsIAAAAgDqGYQoz6xJhCEXGmgRrEQIAAAAgpximyN5kIb+fpi2oCVaiLMbmT13wVY5HAkAOKCeOHxWsBos8081qsFjvhkDkeUZVHFKbYVMVh6ANjEotqw2RW6m+5IWU1V0JofQctIEUTvW7k5FY0ZhNahosi0lG6adtJUebsNUILng6Kcz6++8hxqpleo6d5AaxWGzdM9NkXtk0VFBhFufdwCX1OKmmsrmkrsGi5g5pl8rh18/xsWmQcitNmMVIrBybtWlQuX8NPdQNTp2vfsP6/RauBmYod7AKXeQOAAAAABAi+8IdrPye/gEAAAAAFCCFdAcLpUCwT/HGHxlngcH3Md4NwqdEKBsElgg737RAxrZX4bKztmmQdcNA2GogdX4JtGmQsakV+5zUlnw10OKS1MldfsKkJf1go6qBei/yc5MmDkKIItLDLPg41AZdx99QVFRUKfn5tGtkTGwaqHdDsvBnV/iVCNkGsm7IlwgdtkToJW2tRGhXCkTlciFTy1feDfSEJQ1OX7xapDDvmB6VAiHEsKVrUltWE9MwrKxvQOX3PaJCmmABAAAAoA5gWoaZ9QTLzG8jLEywAAAAAJBTDMMwsp4eZd9DjYIJFgAAAAByimGhRAgAyCf2Eu8GVoNFk8Smgb+Qtb9+QaWWwk+D5TXw1WCpJLev4LVyqNzKqZzy02CRyyvRYKmdWV6WXsktTW6VbGyRzy3COTJIDVaE6q5IVzajfqH2FkQTQ97ZmGeTXwEW1al19EVvWO+GijRJoWmw4kwyzuiuhLbADtVgJY8zHw2Wk5oURFnlkOPZ4ZbKcchh/PrAbl4DQTbz/s/eeWVfBRMsAAAAAOQWU2R/BwslQgAAAAAAhWGGocHKbyMsTLAAKCRYe3ehOTIYqUnq/95m0kIZy2ogXyLknNy1cgFtoKLqlQiZpPaiV62jV1TeyZ1zYdCSpLwS8S7x1KYh7jWgyShnhGFzMW9vQd+L9lNyAGOfVT4O8G6oCVY8dLOM7Vi5jA+77n436HfzozL5yc3jki1JBdCOpasbCh+bBlkupE7udpxzZGBLhHHGtN3WSoQ09vqn56ayd6dJQX7w/vcRANQEhmkaVtYSKtzBAgAAAACQhCJyz/MSYX5L8AEAAAAAChDcwQIAAABATjEMwzCzvcWT53ewMMECIE/pe6daFUc+9E1dGCoSnNxK827wJFaad4PayuYVGzIiFy+VVDmDbKWulLRBxjIOh7Nk0J4ZN7mW5PqckOYO5JqrhFncSjhCiLh0ZKDCLIuVpjlMMkhulYGQRXpSqGGP+2tSj/XXcRBjhYaTqGDjT+/4gxtQYRbryKDWz9EkVuxaOkRu5cW6dwOxaaiQGiwit1IaLLLykneU2pzuSpAz2uHUgQ6nqhRCON41gT1ca0iMZVihaLCq0MOqVat27NgxYMCA4uLi1Fe//fZbGTdp0qRly5ZubNv2559/btt2v379LGrxkgGYYAEAAAAgtxhmCHewMnuK0Lbtc845Z/ny5QceeODGjRvffffdzp070waO43Tu3Pmggw4yTVMIceGFF/7lL38RQpSUlAwZMqSsrCwSiTiO8+677zZr1izz4WGCBQAAAICcYlhG9newMiwRvvnmm59++umXX37ZqFGja6655vbbb589e3Zqs08//bR58+Y0M2PGjHr16i1dutQ0zTPOOOORRx659dZbMx8eRO4AAAAAqLO8/PLLo0aNatSokRBi7Nixc+bMsakqwuPHH3/ctGkTda5/+eWXx4wZY1mWYRhjxox5+eWXq7Rf3MECIL847I6k9IoINkRMSqzi6i823QfL8AImaVOVBr2wSBUXVVN5scElTR8NluFILRFNigyhyiq16g65/y81WHTVH5v8heh4f8vSZMKLE5ZDkkSkZckGZCtleUXkL1LQRtcb4XyDqqTBkkMxyIdl5rd9YoHSZ9J0N4jFYiunXy3z0ryKLpXjxFm5lZRYER+sGNkqYw2WXWGnxlSDJaVXmgbL68DmdFeCmrGR88SxK78q9CWtZIMqygezwjBDKBFmqMHatGnTkUce6cadOnUqKyv7+eefW7duTdtEIpFRo0bt3LkzGo3Onj178ODB7oYHHXSQ3HDz5s1VGh0mWAAAAADIKYZpGlXUjLOdbNiw4cknn0x9qV+/focffrgbl5WVSWG7G+zZs0frxzC2bt3aokULx3GmT58+evTojRs3FhUV7d27t6ioSG5YaatAMMECAAAAQE4J5Q6WYRg7duxYvnx56kuNGjWSE6y2bdtu377djX/++WfDMNq2bVupfYsWLdwOJ02adMstt6xfv75Xr15t27b95Zdf5IapW6UHEywAap8+dzCODDFSDfzmHuZx/ZZ/UoveyGogdWSQBQVBDB0M0kAW/iyStGQ1kBTILC82SeXA5EuEtGwmmKSgrzPL4sgkLRHaqkSokrTYZ3txgpYIrcqvCiFs8mez7ZUO7Qjpll0Vx3uDNq2taO/VW5BECJp18VvhR8Y0mbXB9T7E6ln/I2O7vCwZxPaS5F4mqa1a45XwSImQTapiYgVTFhRCJGJcidAr8NsV1JqBLRGq95VQJUKa9DYhZ7S2XpMyXmEa+B26ymGEt2nI68Oxb9++M2bMSN/myCOPXLx48XXXXSeEWLJkSZ8+ferVq+fXePPmzfF43LVpOOKIIxYvXnzmmWe6G8o6Y4ZgggUAAACA3GKaIlc+WBdffPF999139913d+/e/YYbbrj77rvd/Mknnzxq1KjLL7/8zTffXLZsWZ8+fXbu3Pnggw+ef/75rkLrqquuOvHEE7t161ZUVPS///u/b775ZpVGhwkWAAAAAHKLGYKTe4aLPbdp02bJkiUPP/zwypUr77///tGjR7v5s88+u0+fPkKI7t27L1myZM6cOQ0bNrzuuuvGjBnjNujfv/+8efOefvpp27ZfeeWVQYMGVWl0mGABAAAAIKcYhmWYWYvcjUynaL169fq///u/SskrrrjCDTp37nzvvfeyGx577LHHHnts9YZXFyZYD+/Xyw2ozuOqX1ZnuPlTbXrIWM6nf//jmnAGB4AQx05XEqtyar7gxZojgye9ipFk20kLU1tSywYpvXLijNzKJFtFEjROnjIWJ7eyiLjD9GKTLLdhkK0M6fTg0CRnXUAx5OuMLsmhC/BIFwZySbXJX8AJL4zZOg4AACAASURBVKbCLBnHiawpTjVYnvRKe4I94qmpbEazwuqutDcjnNSUprui23g/0D/FLbOGH5GvS7COBQmyKI0XO3EmKTSbBpKsYORWdloXBhrbMarB8iRWRIOVqHBSY1vtSr2DBJFbsRosfUEn5niWy+rQ49lmpJLiyu2Z/t7MnlwajdYWMBoFAAAAAAiZunAHCwAAAAAFRI5LhLVCXZhglZOShYweaObVDckdRPpVXP3rquTmpKSCp6NBTUAt12kc4xwZZHLzdGXNsN9VyRKhVhYkhT/h5U1aAfQaRIkZtCwLCiEiXnXBInUW04tNkjS8yqDhMEkhVOVMS5KXuaTQy2VeU3nRpE7uXtIxLKalELZ3sbbJVTvhxXFSjKDlwgqvaBIn10JbJalpu1e4dJik+xP3pryPhV6IaOyNi158KvL6t0at8fVLM93ALld+jw4xJpExTcrzRC8LMnFg0seTnXNkiKmzIKFsGpiyoBAiUVE5EORM196KcmMJKBEmNBcGr25IkyqscdN2llBKhBk+RVhb1IUJFgAAAAAKCcMSWd/BwgQLAAAAAEBhhGHTYOT3qp15PfsDAAAAAChE6sIdrL1qOQ6FnDmSJep5T7IYeXJV3q98pEVPmbzKe3L1ydbK0IEuUglPB5AeTYMVZ/I0SaVXZCtPRUFdGIhiw/J6iJCuiuJJoUWEyDQiRNNheaoUTW7lrc2hya1kAz8NlrJpyFaDRYSrxKZBCbOIBouUGEwv75jqsmZ5DSybJMlaOZa3BE/MJiItr22CSKzk29bfCfnJ+2Oa+sWwLgysBku3aUgGw59QBh+vXj5U7Husf222+oEsBCNzDjl0ZewjzPKxaeB8HNRSORWMMMvfpiG5r4S2Kk7yeIjHGN0VjXWFpScEpHIraUNBfm3FqbJKarBUTumxtNOVs2nIKZYVymLPoYylhqgLEywAAAAAFBCGYWb/FCE0WAAAAAAABNMMYXoEm4awuLlpLxmzwja2REg/fmqPfLfXG20gn5S2yF3ZhzyneIvo6cjj22Jm22TpMGKRB+C9FlZUtTxv/dfcwEEdx8+mYf3d6Yo+TS5/V8ayMkjLghESSyOGIurI4FU0IqQgYpHY8KyjTZtUFlWJkCQdpkSoVQNVTGsPDpPU8M4pTawqk+rsNLgSoWFTywbvakZKhIYXm7Y6D01SLpSx6ahkzKsMVpASofwsbMEkhRCGJ0egxT4pwjWJWIH+WpHVQPrEulfaVYEQ4ndPJsuFz5x3lNh3IMeY48UO695Oq4FcUmh1Q6ZEaAfbNHj9axVAOzXWHBm8yqDmwlBBCn9ciVBWBmmJUB4PtHhNDxI5rATnyMBV9LX4VvJLlj1jZfLunau416uAYZrhlAjzeNWDvJ79AQAAAAAUIoV0BwsAAAAAdQDDDMnJPY/vYGGCBQAAAICcEooPljANwT61nB8U0gQr5jNTNVICGmsaLNJE5ukUWmqoaFI+ERyhC3fQ5TK8bh3+wdc8nmCDLDjtYfUI/d6KyoEQotyLV9zGa60OmLzAa0mWyvHiBOfIwOquhBDFnvgjGmfkVlYiprqyVReGp/4wHNKv1GNRDRZn0yB4mwZ6wGeswRKacMmLyOnLabCoE7QhNVgOlVglpVeORd0loiT2hFNk2IbqgV4/PE0MSSW0YacMn0ivLKLMsogaNM5qsMzKgRAi7r3Xy178SCb/8XvG1KMO8O2bL7qBY2sLwaQm9QacTYN3PLPeDUIIJ57Ox8GO05ZMktVgaSvheL2y1gyCmLBoGiy5XhM54eKe9IpaM9A4kRLQWD9dHZGSr9Kpmy2mJbLWYOEpQgAAAAAAghmCTUOeL/ac14MDAAAAAChEMrqDtWLFiuXLl+/cubNz586nnXZaJJLcau/eva+++uq2bdtOOeWUHj2SVgXxePz555+vX7/+yJEj3UeU33jjjSZNmhx//PFug5UrV+7Zs+fwww+v6ljv27m6qptkAnV/kNPpO4KeQX2wOXmc1cfj2eXiH9ZmMTqQv9BF7GVMk/TevqT99QtkXME9ia0ME0gtShq1s2VBQSqDkbiqPZheZdC0SYmQlAuFLBeSuqGqDHIlQkcrEdJ36A1MqxtmXl6gtTaTSybPToOWCB0SyxKhTW0akiOkrvSORd0lHK8BO1R6hUyOyiElQFLSEdJbO06qgcqonZQF2WpghLwV9nBikxf/VR1Oz44ryHLh5n8n7UgSe0tlUjoyaDYNshrIlQX1BrQayJg7+Fi9s3VDUg30HBHsOFMWFEIkvNNTd2TwAloB5GJ6HaiwmWqgLDyyZUFBrhl6iTDZ2q9EeP/OWliMxDDCELnnd4kwo8FdccUVS5Ys2bRp05QpU4477rjy8nIhRDweP+GEE2bOnLlhw4ZjjjnmnXfecRtPnDhx69atX3zxxZQpU9zMJZdccsopp3z33Xfujy+99NJjjz1WA+8FAAAAAIWAZQjLzPZffk+wMrqDtWTJEjfYu3dvu3btPv7448GDB7/22mu7du364IMPIpFIjx49br/99lNOOUUIsXbt2sceeyyRSJx++umyh759+955553PPPNMTbwHAAAAABQQodzBynMn96oN7pdffonH4+3atRNCvP3226effrpbLjzzzDOXLVu2c+dOIcQZZ5xx9tlnDx8+fMyYMXLDm2++ee7cuatWZev9CgAAAIBCxzBN1worq3/5PcHK9CnC22+/ff78+atXr37iiSe6dOkihNiyZYvUXbVp0yYSiWzZsqVp06bXXHPNyJEji4qK3HmYS8uWLSdOnHjrrbfOmTMnwz2WlJQ89thjzZs3d3+84IILaIchMmXbZ6lJtwyahj9urbxVRUWFbdvFxcVV7SpnlJeXm6Zp5vE91fLy8qKiotoeRTroCDW5lVzbJMEkO92ohDJaA7mGh7YmTVJ7YZFk1IuL4ozuSggRiSeVVZojgxcbNjkIqTxEarM4mwYnyKbByViDFWjSEKjBktIrx0eDZXBL5ZAVftSoqHOOdGcw+EfUScrrnw6ALFgiEp70KhEPdGEg+hvPG0Y7MLw9sMdYwiYWAGQE+XOpie8p3bEnKaiKlyWDRJmSWDXr1I00l0cOs8iSY9Okp6ZyON0VUVlpcivWuyFIg2XLpGbTwGmwyNetNI3k1JF+KwluJRwaS92VEEIquzQNltxE5Sr5hjhpkqw1gwjjyKmoqHB4FeM+TaYTrIsuuuiUU05ZsGDB9ddff/zxx7dv395xnEofqPyxY8eOqT1cd911Xbp0WbZsWYZ7tG17165drkw+Go0mEonATQAAAACQ/4Tj5J7H9wtE5hOszp07d+7cedCgQR988MELL7wwefLkdu3abdu2zX31p59+isfj+++/f5oeGjVqdP311994440nnHBCJnts0qTJn//8506dOmU4wlrHNE32Dlb+EI/Hi4uL8/kOViwWy+cPUBTCCME+S/4cmWVBDfJnqECE8XVEo1FDW689A0wzJKPR/L1zFvy7lt6misfjP/zwQ8uWLYUQQ4cOffvtt23bFkK8+eabAwcObNasWfqurrjiiu+++27BggXpmwEAAACgLmOaRtb/RFVndbkl+A7WV199demllw4aNKi4uHj+/Pn16tX73e9+J4QYOXLktGnThg8ffthhhz3xxBPPPvtsYFf16tW77bbbJkyY0LVr1xDGDkCtkrkPVpy2JNoLGdskaXjqiQipike9LqJEERJJMJZXRkLJKZTlFdVg2YwPlmMHabAcmaQmUsyyOY5glDR+f2U63PoyhkqqvwAd5YNF/iwkq+IIg1GJGaYcLbeqjxCGGpeK5A601bG82CZJm9wPlrIb26RfsRdoi96Qv1plgyAfLKk1SjhMSyHEJbMXusFTF50saoDlq752g4ZFaq2hhsVKNNmwXjJvsscA+Vv9h0+VVqT9oORov1vwKtmK8cFSMRFmaQckt5aO4IRZIlik5cmtyEcsY4fqrkisVsWJM6c5q7sS5PpAHLWI5ZUgScEk4+TTlnGCJOWuaPLxHV8LUMMET7B69Ohx9913f/nll4lEYsqUKaeffrplWUKIoqKiDz744Pnnn//ll18WLlx42GGH+fXw1FNPde/e3Y3Hjh3btGlTVqQFAAAAgH0BwwhjqRzTFHm82nPwBCsajZ500kknnXRS6ksNGzb8/e9/H9jDb3/7W7W/SGTUqFFVGiIAAAAA6hQWFnsGAPjAlgi1aqD30DV9BFYvF8pIJS0vjpDSgywRWsTRwWRLhFoF0KsMasvjqNjhbBocWSK0NfeI5P8+S+UQsSa3VE6wTwMpxnk1Ok02K80RqE2DQQYjV8URdFTJwWgr4XCDobsyuRql5cVRkkzQaqApK0GqK/kVx8moafE3YXlbUfOFjJfKoeVC2+th4j/flclG0WT/94w6UWQJ/xx+phLjSs+cp+/f4QqLyrLB5kqnfkvlyLohVwGkeT5Jzlhi00BKhFzhMcEeAz7XgbjntcGaL5DivajgXBj4EiEpfsvK4P/tWCfyhnDuYBlZT9FqEkywAAAAAJBTQrFpqFNO7gAAAAAAhcXzzz/fu3fvAw888KqrrorFYpVe/frrr8eMGdOtW7dOnTpddNFFP/74o5ufNWvWQMKWLVuqtFNMsAAAAACQW0xTmFbW/zKaw6xevfqyyy575JFHPvnkk88++2zq1KmVGmzatKlv375vvPHGokWL9uzZc+GFF7r5rVu3tm/ffoaH61GVOSgR7lt8dNVwGZv1G7iBVa++TFr1G7pBv5sfzeXAChH2aXmbF80wz2wLsioOlRJJgU6UKEIinvTK0nRXKjakzwIrt2J1VzQmNg3SnYFqsJT0ym+pnACbhiA4mwaH3P9nl8rRFRjcg/0mMwCD/4FGyf2axDtBarDoqKKa6YblBap7+RVrohzNkcFbxoQ9cugxFiBAIg3Ix2577+uu196XyUZFagRX/+ZYkRkBlhvpXnBf5V/etOQdpoFcKoezaaBJzZFBNuCFWcyiOoJIr3QNFpO0vY/YTvhpsOTXzZzy9DoQp7FTORBEZeUjzCK6K4PTYJEP88mdeSS9khimaVjZ3uIxTCO4kRBPP/30iBEjXJPzW2+9dcKECVOmTKENhgwZMmTIEDe+8cYbBw8e7DiOqwFt1arVgAEDqjc83MECAAAAQE7J5WLPq1ev7tevnxv369fv+++/37Vrl1/jxYsX9+3bVz5h8/bbb/fr12/YsGH/7//9v6q+R9zBAgAAAEBuMSwRhsg9Fov9+uuvqa80atQoGk063/78889NmjRx46ZNm1bKUD777LO77rrr7bffdn887rjjBgwY0LZt22XLlp177rkvvvji6aefnvnoMMHat2ANjgV3v/2L+yfL5GGT78/B2GqRK/6+UMYlseSt9T0xdY99T6xyIHwqNYHP1dOtZFHL0mwakvuNkM1M78syqXWCzVYDqSe7NGrnS4RyK70aWMEl2RKhzcS0plOFZcKoZ7q0aSB/nsoyqmbTwJUIScXE8AbgaxOhSpN0X2blQAjTtrxAXTYjtIbombVbnEk3WwEUQQcJe4wRPwe9Gug97a83YLZyMi/dEliji2quA6cNIBl3OmWkTK1/9bnUlsS7gbN3p9c3h7nQ8XVD6uNAk95p6JBqoKNKhKp71pFBaxDkr6FKhIIkvaCCc2Fgy4JCiLj3xhPV/WYKjvnz53fu3Dk1P2HChOnTp7vxfvvtt3v3bjd27121aNEidZOVK1cOGzZs5syZRx55pJs5+uij3eDQQw9dt27d7NmzMcECAAAAQB5jhuPkPmzYsLlz56Zv1qVLl1WrVrnxqlWrWrZs6d7Hoqxdu/bUU0+9//77zz77bLaTxo0bl5UFrmOuAQ0WAAAAAHKKYVqGle2/DJ8iHDt27EsvvbR27dry8vL77rtv3Lhxbn7q1KkLFy4UQnzzzTcnnXTShAkTjjrqqG+//fbbb7+1bVsI8dZbb+3YsUMI8fHHHz/xxBPDhg2r0nvEHSwAAAAA5BbXpiFLMhO5Dxw48NZbbz3mmGNisdgpp5wiHyH8+OOP27RpI4RYtmxZvXr1Zs+ePXv2bPel5cuXN2vW7Pnnnz/nnHPKy8vbtm171VVXTZgwoUqjwwSr7rNkrFoiw6qvHBnkuhOOps6QIgaVXPFo8nDsfeUdIQ7s5w3r3SDSoJFM/uLdgy0pV1KhDu0PzGZHD8xbIuOSCiWOuG34CW4QqFlJpE0KP0cGTntBxSFSVmSRZMTr1yLiDim9MmxqzUD1WBWVAyEcLsk2cDK2aWCtGYSPBsvJWAhiUPMETgJFhFn0E+T0Xgaj76H9r/74dhn3PHqq14DRYBkGuUJ6HxHVYFlEgyX1WHHNlcMbR7AGix458mF7sn8vZpPC59CVIi36XdjV0uccfkh3N1i97tv0LSMNGjVqlDyp5WnuizeY7/41hySZpXJ6jb8udesv7ruWbCXVVNwCOw6naCOxZtPgJW3Slc0IEbXYthlHBrVklkOS5C1wK2YRwwVWg8Xprvy2yk+MkEqEGba8+uqrr776amm+4PLKK6+4wYUXXii9ryizZs2aNWtWpa0yByVCAAAAANR9qjdPqt5WAnewAAAAAJBjXA1W1p3k9U0iTLDqLO+NSj5oqpcFuWKV9swza6CcTK6aqVYY6DXhxmqMauvKz2WsKoO0RFnNPxXSQe+V0+LIpBfeTU06XJ1FJudddlTjxo3duP9d81O71aozXmnAJvUCh8SmsmlQm1ned2TaTIlQ0LKgQwp/Xl1PS8oKoMPVDUkRUJYFtaRWIpQteZsG4rLNVOjS+CR4LxMjde/vRd3JXdYNaYmQ65ZectWnrfrvcfgtqgOzWEZk1N51X/swk1dL6pShlQu9L47aNBjcMeBjvsCU8NiW9AMOPHR5mwYVihnz/+0GjYrUe7ng+COEPz27HpzmVSFESUkJszPOqF2Q2qXDJWlLef1JlJWSnpgrFevjoFsz0BoiY4DB2zRwtvvaNyttGjhHBtaXX/iYtidUkjFtp0bttBqYUDVEWj3PS3KowaotMMECAAAAQE4xDDOE+0+YYAEAAAAAKHIrcq8V8npwAAAAAACFCO5g1QXeOqGXG0TqR2XSqp8UlwQqD3g5giaY4JJBbHz/reRIGjSWSerIEEB4TxlPHjZYxlNeWaT2wMg8/J51Z7rlt7KZpLZ4DImVBosklQaLqJ0MZdNArRmYmBdOcUnfBkq5ReRWdsYaLE1Sl6kGS9DndKQQz2CXryFdaXIrVo/ldUXFfTbt1vsb2lZ/TBuG92kYcSZJNVjk01AaLNKV/IpZ9aMIPHKqcmSyW7EHOR+T5GvLPnWDxkXqktKoOOoFRTLZK0iP1bJTl9Tk9//5IMMhOvyb4XRXQdc0/kJH8j5Jsit2JR722yTHm4xZawZBLgmsmooo+kiS827wa5CfQOQOAAAAABA2ELkDAAAAAISLYVrZa7AyXCqntsAEq5B4pXdXGUfqqRvH0frJw9TndnpQbYB/zjnodn0VyPZm9SrPOXo3sXc/8tAe1ejqjpEnyPjq5z2bBjLCwI9N8tmtQ2Xc9eakZYNu08BtzpUITbKZ6W1m2JxdtJ+HtLJpoMbSTNKn8MeZtgc5uTtBTu7yqw8qEGolPGXarm3H9UF3Ja+0WjWQqTYa7EdETdvZD5P7CgzNSkP6a9Bv0xsAX9QSnEUAn8z8hNaOZ2WEQVpqDbikU/lV4fMlbtr0vYwb1kuWDosbNODaUtjOAiqXTg1c02isXd+4hS4cruDLWjYELw4hmNjWkp4lhGbBz1QAba1EmOwjUc1rNQgTTLAAAAAAkFMM04QGCwAAAAAgVEwLGiwAAAAAgDAxjDB8sDDBAmHBiVuEoNIBm9Er6MKsIGkCu2wFI9gQa2Y/JOMeF/2JG26QzCItgeKP7OFtGlJeFeRzHfLohzL50Z+VBmvd3cn4gMkLmP59FndRGiyyM9NrbZDNjCANlo9GikkKm2vAJtmu7CANFqc2Cv4GNZsGrzn9sGTsd0WV0iuydInUwFKxlGNkKm4zgpL0O5JfnPZt2rIl6SlYIOQJp9j1c3ykROyhm4EAKePvSG7iE0vipSU7SpOr5cT3JAPWr6HyaAJedVJz/NJMQcIs/fqW7vopuC+OLnjlUPkg9x2pL44MVI85uZXXK+vdYHNJQaRXdk1dNUPDsEKwaRBWXk+w8npwAAAAAACFCO5gAQAAACC3hLJUDkqEICzOXrlOxq/17yZjUgXgbkyzN8O10kDQg9CCuVteBUK4V53VAKa+sVjGu2OkVJQSCJ+KCfvUOkvgc/UmqQ3IWhJ9sN9Q7g6sh7SfTQPbwPOw9rFpIA2oh3UibTJMJ3dHGTWoOot0Z3DYYpRmzUAdGbyBmdSRgfkEBFvjC/4wE5Vf1WODtWnwPgHDptbepAO28Me2TNlECL9D10htwFozaLHWLSswYDuoDgcerhZX2LjoTa9X5nPh5QfVYsnFJ6f2LwRxZOB0EcH1XN7JnSRTAqF/gmwDVTekZeKUV/1imvxt4wPc4I3dP4i8IZTFnjHBAgAAAAAgWKbIXoMFmwYAAAAAAIlh1H0n97weHAAAAABAIYI7WIWKLreSWa6Bn2SDFTaxj0yzShrSct3LT7uB1aCRTB58+jlu8P3Hi8lW3ABqhsf+tTR1N7xmhRvIvCuVC8PxD8xP05KiP7PtxSTJOg9ojgze12nwGixeAMQ28Fm+JqCBIxjdEknyA3CqpcESnAZLxjRFRGrU0IFopLy8wY3KEAHDrsKnrdlnBHxxhmN5AX0zzIP9vHUCK+kTTFL4JNMLs7StuGQYJDve+tVnMhXfs1vGHU84vab2rDP42YVuEIvFhBBFRcmFfRb8tn+yBSeM4oVZ/IWQ+GvwMrjU7rVYV1MxWzmcxEobodxcU24l49MatZXJt0u2ilrFgMgdAAAAACBcsFQOAAAAAEDYmCFosHAHCwAAAACAYJohrEWIO1hhcXyDlmz+/T0/53gktcWLPbrKuKieyvOmNeplHw0S66vDb8VsHfjCxkXz3MBq0DjTbfxer5YNFm/w4ydI4xqkb3rIbfNlvKc8nfbCryuiweJGwKudfBx4lASKU3fwa9qoBtpWAUoT+rkyyq3AtU0ohnznVJZEVVaypfxgfY9nb18Go4tyfIRT7Cdg8Nq19N+LGgArs/M7dtnXA6R+vj5YafsPugz47YLJVUVJGXjOygtFwltURxAFZw4Y8sanbvD2yYfIpJISsjI4v68gpaXw+4q12EmTDBRmse5Zgf0PbdRGxvNL/itADVBIEywAAAAA1AEMM4y1CHEHCwAAAABAYpgGnNzzCMfnZrMsHdLCgukVFN4t/amGx5VDgvwW9MbMbeHgzTK3aagNjurdowqtMx4sbfjyZUPTNAgsDfgUDFROcyOQRSXqQsB/2kx9Sl/8JF1dz8c6wc/Lg9lKuTD4P6HO9B9YP5JFUp/Xua5IScSgq+JwA1BlO35U/FbcN2ewVVquK/bbNOhbDDpI0tcNA4/rqp2labut5RM+t5y2cGX6Bi9275qaDFxUjPfX4K4Zjs8xkrqV38JHAf3zJ5Q4qWErN9DdH5iWksV7tnO7rQKh3MHCU4QAAAAAAIpQfLDyvESY14MDAAAAAChEcAcLAAAAADkllLUIM9dgbdmy5emnn/7111+HDx9+3HHHZbnfDAltgvX555+/8MILNPPnP/+5SZMmQohvv/326aefXr9+fatWrUaPHl3t90brwAb/StAT8oXD0+2U2Ki4KCn+oNYMVVBM+OmuAov4ATDV+uClZLLjwxWrZXxU757pG1952jGpyT+//F5qcta4IdUZTfpH2X0+Qe0Z/oC2gZ2xjbPdilUgsX0Gij8CBD5CfQT62W1wycDBMBKomvncAlsSDZYMfLoMkDcGDZ8XBQZuFfC6X4MavqzW8NUjTLSR1uzvnQyuzqzcirzMfbCBhjVsOsw3aJmGnSMN1o4dO4444ogzzzyzR48eI0eOfPbZZ3/7299muetMCK1E+NVXXz333HP7EUzTFEK8//77hx12WElJyTnnnNOxY8ezzjpr+vTpYe0UAAAAAAWHewcry38ZarCee+65bt26Pf744xMnTpw6deq9995b0+/OJcwSYevWra+77jqaicfj48aNu+GGG2655RY3c+yxxw4ePPiss87q3r17iLsGAAAAQKEQkk2Dz/PHOosXLx46NPl4+JAhQy699NJYLCZX+645alaDtXr16o0bN06cOFFmjj766AEDBsyZM+emm24Kay9MgbBgebxlsuxVHK3KZkHPwld3ONlRw7ud/8mXMh46sE+GW9076sSaGU5W6PWjLOtT7EbV28r3h6wGU4UdB+3UXzeQdqvMh1qdaqNfNRDweB/XwcPOrdVx1DhVKC1X/3RKt12V+qxLR/GPP/7YqlXSiqJ169aO42zdurVDhw41vd8wJ1iff/55JJLssEWLFv/973/Xr1/fpk0bV4kl6dq164YNGwJ72759+wUXXFCvXj0hRCQSueuuu6o3qpKSkuBGYVBRUWHbdkVFRW52Byg5+5YBADVEzs7iWCwmhMjBDYw6TKUva+/evfxCbf4YlmVkrbozTHPp0qXy7hRl+PDhf/zjH904Go3G43E3doPcfPthTrD69u372Wef0Uzjxo1Tz5ndu3e3a9cusLfGjRv/4Q9/kC179gxQNPvRoEGD6m1YVdwJVnFxcW52Byg5+5YBADVEzs5i90YAJljZUOnLKi4uzrBaFzpdu3a94YYbUvOdOnWS8QEHHPDDDz+48ffffx+NRuUNrRqlZkuEvXr1Ki0t/eKLLw477DA3E4vFPvnkk3POCV7Is6ioaPDgwfQzqh5mrozI3B3lbHeAgo8dgEIH1+oCotKnV43ZlW07tp3tHSzbEa1btx4yJOAx8DPPPPOuu+6aMmVKNBp96aWXhg0bZmW/DGIG1OwEa//99x81atTE9/j2BwAAIABJREFUiRNff/31pk2bOo5z8803N2jQYMSIESHupQ5Ir7Il4COopU+owL+Y0x6en5p8b+JRjRs3duNeU5gGgez4e4AIrPtpc9O+bvjE6Teq3lYkdtit2G6zF28YKYHPTqtwjNGtMt+sSp+b5y5R4Ed+rimcj2v02nXpG0gRLUvgwVSts9SvD+Y0rFKfIZ7Ptc6IESMef/zxY4899uCDD164cOE777yTm/2GOcFatWoVveH02muv9enTZ+bMmWPHju3SpUv//v2/+eab5s2bv/nmm/Xr1w9xvwAAAAAoIGzbTth2cLugTjJpVlRUtHDhwkWLFu3cufORRx5p2bJllvvNkNAmWCNHjjz++ONppk2bNkKIJk2azJ07d9OmTevXr3/qqae2bduWA+k+AAAAAPKWhOMkwigRZkgkEgmsJIZOaBOsBg0apJEodujQoUOHDoMHD548efKcOXPOP//8auzC//Ym84pMDWnUWiYXlGyrxn5rmv9p3kvG9VRdmDf8zjrJllcy74tvoEouNa5z5Pufu3S5G4w4ZkDqq/e+vljGu2IJlU9r2cC+lRMf/jD9WLK/yb/27XQF9F7HPuTzCltWy/xLpEeDNFIPODC0EmLK5jQZOBAj7Vns3wUz7Ow/gaCtqlDqUYYTPl2mr4YGf26Zn9BV6NWvQeEU82qJK35enebVvzTtleZVPzK4OtNv3kltoARS5Kk97cjhF1xgioQhHgGO7WR4/yltJ9n2UKPkdC3CaDT60EN+vx4AAAAAsE+QcJxE1jYNdn4rxPAYBQAAAABAyOT0DhYAAAAAgO2EInLP6ztYhTTBYlUagtSSDU6Q4bdV/sBKpHgtk9/z6XxjI6glqyFKn8yjD5MdynPvfSTjXbF4NbodNYMxX2A1ZrwSh82SZJML35Nx/XLHC9QCABtePzXN8FZ98Kc0ryYSifLy8vSGjZ0PvUQN0Hs/jvbGvCOH6oYMebdbXdEcn88gNeVXCjDYD85gTgM5VEONRD+7026l7yloK/bqofbLv2v5GTp8kt2IP0h4XZjBJFmqdpam7TaPTvjC57adq2R8M9FjGdwiS/yVmDsyDd6RgRVmZX6hosqsGjkKErYIQ+SOCRYAAAAAgIdj29mL3DHBAgAAAABQhCNyxwQrLPTqDHPT0uSMA2i70xq1lfHbJVvDHV61YatOfGnApyCj7hsHFPgqb8Y1SJ9kcv4vBNxYrsKz5IHFkfSD5SpCvj2x+6rWVoEP3stb7yHeg+9/3N0ythPlyf7tcrV/UmJzvMdcDPK8i5P+gHPo58o8JePQOod3+TMMv+tg+gqdmb4lG+tbeW+QvGthcA0E18BgB+DTlaq3qpyKfb7i9Kd8wDYZbMWf5X5ig7RZvryU7WmeWZM6x92kXHhd06T/u6EZIiQ/Fvp7zeRcGPSjOfmKzXVl+BguyGPDJMeunfKqEMLJ76f28o1CmmABAAAAoA5g59ZotFbABAsAAAAAOSVhOzlbKqe2wAQLAAAAADkFd7DyC9NXLSAVSExjrYBd4wu5VAetLm5IzQppwItPtHcr+2Ia+FkLsMqmzG0aqvBhBg0gPAK1YDSe+M933WB3jPkziNfGBeh/NLER+7FRQwSiwWLETD1OeVHGZnxPMpKBECJRJsNVS6/19kVcDLzY4VRHfg0MRyqQ1MpNymjBoDYNCk2nwcTV0WCx78XQxm+RrRjhFJFe8cIpg5VbZZx0OEGblmRldgZ7yjNHDn+MCSYpfJLK3oI2YDaqOSVUpqrGb998QcYHn35OTQ0nP5hCbBrIMRogt2KFWfR3geGdp/SXnaP8FnxOUw+bHIRSj+Vwcq7s2RdE7nByBwAAAAAImUK6gwUAAACAOkAoPlhOft/BwgQLAAAAADkl4Yg6XyIspAmWn4KKmHyQxrJWbRipybzCNJiYs9fRpRV8A7Yvn2q9EmdwDVjbHL/Pj9+q8tZZwAzA4FU7zG5ZEYMg6jdd1MJ5xnAfgMntS0t6celTJ4lqwAuAiC6KxD2PvpdrIF2g+K0cI+E1IPsyvQZUQaqS2hBVV+o0pC0c7b8U6JFH0ox5ldJgmVZqkuZZyytNrcV9ROznxn/aPj5YjpmMbXIQ2NIcizthaRx8OLGbCxKnlVsFLpOinztS2MruLOtTmleBqey6Oc+4Qdezx2e7r7zhHm15HAWnE/T5FSYlVppai4k1IaSnrHIcn0OHOz+VfJB5MQRCErljggUAAAAA4JGwQ5hgZd9DjQKROwAAAABAyBTSHSwr6Ma2XjNKQm+f/r/dW2pqcFnAFpW0Z7bNZHz2ynUy+frh3chWTJlB1QsyqCyS4TBbcZ+rTzWQwjfItLgQ+FR58FbqE+AHxX4AJtfSZD7gSl0lv6Mf7h+a8WADWPOvUanJXifMJHvlyl58VYuUBWmJzfFik9T15B+F7Po29I8ydlEYrQwR8PclX7Ew0pYIfYp9MtZriPINBm2V8YfpaDVWNULbi21yZNimbKl6MgMFAJxdS+BByB666R0fhE9hMT3VOzd92+ale05NwHulaKZCJOkVvyx6OKmVcBT0N6M0YqClM0c5mNg0q1ASCNKVI+v7QdXEamE7dsLJ2mg0v5fuKaQJFgAAAADqAOFosPK7RIgJFgAAAABySjhPEYYylBoDEywAAAAA5BQ7DJE77mCFhkkFGSTv8xwy84xrfqLZNHhyK6rSOHfdOpGCwbk7GFUUX8i+MtxK65/XY2WluwrET/xhcBqCzB9Q19edyHS1IvoNrLs7NOlVelYtmiDjXsc9rl4wvHPZiKuk6SWdhGpIdUWyAb1OSeEUlYTwfyoyZ5y2LI/3F6oR4lI5VCxlRkgDqaaKpDbwM6pQn4DWgE0GCNps1qaBXaqH02OZQcnMT2iTPwtIy8DTxKj8aqU4a4IuFN4I1vztEZnrceFVYQ4h59Bv0yInhDyG6AknlVUJkpS/zujmNvncLLVeEyu3okchkfkquRVZCIuzaXDCPQrqOoU0wQIAAABAHSABHywAAAAAgHCxw1nsOZSx1BSFNMGKBNs00Jflg695ekvzkRY93aCY3O2V95Av3PB1+s11N2mvhEcqi+mTNM8medt4H1P4gMJi+nfiR/We/65ejTToYXg2+dmtOSoL+kIKZMLxamEOTXrlBZPUGeij0aoayF2obM4DQLNmsJnY4aqNwV7u3KEVbNPAVQO1umEkTUutAf0wZUySjhc7JGmTwSS8cydBzk2+REht8+WhxSUzPzL9tsr8LPDxzAiiWqe3tlHGsoRVM6e6QaKsVCZ7X3VndUaQQ+Sl3tJqeQpTJakjg5ckJ5RaGIBszpbtHO7rpK4ptPIoP2OtW4fZV4g2DQnbSWS9FqGdtdFDjQKjUQAAAACAkCmkO1gAAAAAqAOgRAgAAAAAEDIQuecXlo9Ng1ByK5rKRw3W/zZXq6kXyTU8qPbCEml4bYBaHidSn3waFqPOCJBYCaqsYp4gNzL2bhDk0za4pL/6IyUIenqbfZJcGwC/lSJQWcUtO6SSb11+VOPGjbkx1gKrFl0qY2XZYERVC28BHIMqFUxdv+FCr3SscEA9tE0OPNKt4zD7cjJWbBjaQcAslSMCl8ox08mtDDNKtqIfkRfTpLJpoC2TSZtqsExOg2Wp9+Kok4xILbmYPzLpxYGTRwYeuvxBLpiY9XEIPMsorBTSRySb3dUj7813KPJwIMeFpsGKyLOQJGVMxcdyOqEpIckP7GksTVISnDWDIAvO0BPW5noN0aYhpDtY4Uywdu7cuXLlyg4dOhx44IFsgx9++GHz5s0HHHBA+/btZfLXX3+VcXFxcYMGDSptBQ0WAAAAAHKKazSa5b9QSoQLFy7s0qXLLbfc0r9//6lTp6Y2OPHEE/v37z958uR+/fpddNFFiURCCGHb9n777de/f/+BAwcOHDhw+vTpqRsW0h0sAAAAAICwcBxn4sSJ999//9ixY7/55ps+ffpceOGFle5j3XTTTSeffLJpmtu3bz/00ENfffXVs88+233ps88+a9asmV/nhTTBigi/EmES02BuUdMS4YVNO8n4bzu/C3d4mWCRO7SWVxqwfGoHqdACoslWAy2uosCWBQX1ccjYkYGtGwqfO/bB95IzvtvMljFY42lu2HpxRP1gqgaMU8Yrf2BcGHbv3p3pmHPLqsVXCCESiUTvE56QScOrMzjaw8ykTKBiWnLgPm6v1mWQEqHD2zSopL+BeyoBJUIVB5cIo6lJYXJlQVo65Bo4mk1DMklLhAlLDSDuVYCoTYPDKQEsLqbXAZXkin1sUvhUA+VBrh/5qoGhVAFs/T2gpp8BQa15WQBbIpQHRkGVCOWlnpwuFqnrWSmBIJVB9tTVzitt7QSvUk9fTwmE7sEid0ErgKT6xpYgsyWctQiz7mHlypXffffdOeecI4To3LnzoEGD5s6de9VV2poBQ4cmfxe0aNGic+fO27Ztky9t27atpKTEr7BYSBMsAAAAANQB7PwQuW/evLldu3b16tVzf+zUqdPmzZv9Gn/yyScrVqz4zW9+4/5oWdYZZ5yxa9euhg0bPvfcc8ccc0yl9phgAQAAACCnJByRyPqGmO2IDRs2PPnkk6kvDRw4sH///m58/fXXb9iwoVKDk08++bLLLtuzZ09RUZFMFhcXl5aWCo7vv//+d7/73QMPPHDQQQcJIQzD+PHHH1u1auU4zr333jt69OgNGzZEo1G6CSZYAAAAAMgpYflg7dixY/ny5akvNWzYUE6wfvOb3+zYsaNSA3ee1LZt219++UUmt2/f3rNnz9Tetm7devLJJ1955ZUTJkxwM4ZhtGrVyg0mT548ZcqUb775pkePHnSrQppgRQ3+mUf+GX4voBosq4ragdBhtRdUWWWltWkwiPiCjfVVccw0SW3HBteAf0Lez3CBfXw6q2eqDe4nrXdOHEIPEVO15NUnrGbluYuHVHms+cQn/xovnxbuNfhhNzB8LmREZMFqsKi2I1E50GPpzqBZM2R+AeUf0acaLHm4VsGmQaqpDLOItCxKbaBrsIoqB0R6Ra0Z4uSUlu4MCW4ZlAw0WGQjbiuV5CRWwleDxSS1MyIlEH7WClxYzUtq4IWCu6TwYtDa5uVeXWVcUZ4cYSxGfu94H732vZMzQx6vtGJG5FbMZ6ydWNpnKbWSjNTSJOdmgjoyKJsGsguDSeYhffv2nTFjRvo2J554ot9LhxxySElJyddff92tWzfHcZYuXTp27NhKbX766achQ4aMGTPm2muvZTv5/vvvE4nEfvvtVylfSBMsAAAAANQBXJ+FLDvJXoPVrFmz8ePHjx8//qabbnrttdeaNm3qStpff/31m2666auvvhJCnHrqqbFYLBKJTJs2TQhx1FFHHX/88W+99daHH37Yt2/fHTt2PPDAA+edd17r1q0rdY4JFgAAAAByii1CKBFm34MQ4sEHH3zooYeefvrpjh07zp8/3zRNIUSnTp3OPfdct8GwYcMqKiqkrWhZWZkQomvXru+9997s2bObNGkyadKkMWPGpPZcSBOsqI8tKvsMKuvknsvbyv/jmbZHydPXUXJf2PJiiyRNL36lt7rtHClOvoVIPerezsR8Und3UA24GqK6w0xbcp7vVbJ6D0hqDdLl2GePhfaoOZPU6oa0euIFj55/csCoCpNVSya6Qa9jH5ZJ/gugH5zNVI0MrxroaGVBFTvelc5gnyv3uwzytSa2JG15SSs1KWiJkNgoSCt2vSzIxZZKKkcGS9UNE14ct1T/FeSMi3tjcbQBMqc568jA1hA172+DaaltpaqBXAWQO/JF0LkT+LS/hnyB/br9zv20Vw8fN/9aLhG+PlAtqqFdX9XXrZK2d0JQm4YIrQZ6lgnamcOdOiQmZw6XZb9uKiqnvxlZJ3dZmqyhEmGe3MESQkSj0cmTJ1dK9u7du3fv3m585513pm7VpUsX1lyUUkgTLAAAAADUARKOiIfxFGE+k0dSQQAAAACAugHuYAEAAAAgp9iOCKNEGMpYaopCmmBVTYPF6m9Ik6uadXeDR3asDWuElIhXGI+QEUQ4RwZLK+FXDoQQZsSTI5C+tNjrQtdgpUsKqrIy2SQj9NAX1WEfnw560FpkToCEy+C6ZR0Z9EfZSey1uPr5d2Xyf889qQpjLBSIwEh72t77NBybHCSCMUQQTtwL6PI4mds0BImwgmwaiAaLJtUVTLkzEA2Wz0o4VINVnBwfdWTwPi5dg5XstoKcevGIQRp4EXea0+sAPeWlHivCarACk1Rq4x3PJp/0OQvUNxBwQvmIqDI9p7V2VXBkIEl1Stdy7cUk37sZpyLaZMBqsCL01NHOkuQPNlk/x+eESaeNozFddI1dE8zWbBq864BDNVjpR5ItiXB8sPJ6hpXRYVpaWjp69OiePXsefPDBZ5555hdffCFfmjFjxqGHHtq1a9c777xTfjdz58497rjjRowYIZfsmTdv3oknnnjQQQf17t173LhxebugGwAAAABqGtsWiez/5fX8KrMJlmmaI0aMeP311xcvXty7d+9TTz01Ho8LIRYtWnTrrbc+++yzb7755t/+9rdZs2YJIRzHuf/++xcsWOCuUC2E+OKLL84777yJEycuX758zpw5ffv2raioqNF3BQAAAIC8xb2DleW/PL+DlVGJsH79+uedd54bT548+Z577tm2bdv+++//5JNPTpgw4fDDDxdCXHfddTNmzBg3bpx7a7ekpGTbtm0NGzYUQixbtqxPnz4jRowQQrRo0aJbt27+u0pHlC0iEFgnYpPcdGXLhdc1Vb749+1cXb2xpSJv+EfI49kR1qaBPLBrqSoHebNebJLagMnbNNBiH1Nu1C0bvJoLWw2khRhVRWAemaaxofk4GJUC9wcuZr5NvoZAG2iNmYqwStKKCffcu8Xsv25hFZMfGLt7gyvGaX4DtmeCoFkzEFd3r5JgOIxNQ7BLgxaaqUnWyV07trkSobRp0MqCpPDnyBKhxZQI46RlhVfg10qEtIgq9x/kxsLKBjK3d9e8G7hyIW/u4HMWpD93eJuGwLKhYM9en/p+WkcG9jpzyGU3s3utaf518qHJgdASIYkt746KQ8RBskTo+JYIOUMEr7HBnTz698L8jovTpLczusSATRrY0rSdfC/0NFZDzXdf9/yiCpXslStXLl68eNKkSWedddb+++/vZuRaP/3791+1apUbT58+fdy4cR988IHrK9+3b9///Oc/U6dOXbFiRSKR8OsfAAAAAPsCrk1Dlv/qjsj9gQce+OqrrzZv3vzoo4+6me3btzdp0sSNmzZtumvXrvLy8uLi4mOOOeb111+XGx511FH/+Mc/HnrooSlTpjRr1uwPf/jDbbfdZqVfdU+IrVu39u3b1/T+aps7d24V3lZ1KSkpqfa2FRUVtm2j+lnopD8GSktLDZ+/2fOBRCJRXl5u2+wfnwDUEbK5UAshYrGYEKKoqCiwJfCj0lewd+9ep4rVOtsJxWg0yw5qlipMsJ555hkhxIoVK4488sjevXt369atefPmUq6+a9euBg0aFBcXs9ueffbZZ5999t69e996663x48d37Njx97//ffrdtWnTZu7cuR07dnR/bN68+fOZj7W6NGrUqNrbuhMsv08AFArpjwHHcbI5SGqaRCIRjUblYs8A1EmyPAcxwcqeSl9BvXr1qvqXZ8IJQaJuO3lt5lllm4bevXu3a9du7dq13bp169y585o1a9z8mjVrunTpkn7bevXqjRgx4pVXXvn0008DJ1iGYTRt2rR58+YyU+TQJ8kZqAuD0mD5NJB5q7rrwafyzAF9ZSzlVpruKsLEVDGiHirXavyeUEazaVC3AE3lyEAkKWmTguixDE6kpS+VI+UvdKWdAJmFj4FG9ZAqDbpPKuNgkqxNg8U1sMh7+eM/FrrBY4W/fk73U+e4gWnVk0lDcEoXmy7vknRkMKQ1gxDCCFgqh6yKw2iwMjgCAjRY/FI5VFMoNVgGe0YR3RWVW5nSkUEl45Fk44qI6irmnX0VpPsElXspVaVKytOUWrREOD2W1oDTYJEkPZ5VA4troA7yKtk0pE2GeEZrMbtUjskeGLlj4VkD1P6978BMqJE45KpuendUTHISWF5S113xMcH7BLi1cmiSfihSekWT8izVdFfUpoETgdmc3MoJ79flvkBGx+u6detWrFjhOE4ikZg1a9a2bdsGDBgghBgzZszTTz/9008/7dmz5+GHHx47diy7+XvvvffGG2+Ul5e7XS1atKhfv34hvgcAAAAAFBC27SSy/1cHniL86aefxo8fv2HDBtM0e/bs+corr7gi9xEjRnz44Yfujavhw4dfeeWV7ObRaHTatGnnnXdecXFxUVHR+PHjx48fH+J7AAAAAEABkRDhlAjzmYwmWIMGDVqzZk08HjcMg4rTDcOYPn361KlTbduORHy7OvbYYz/44AMhhCuBz37QAAAAAChcXKPRbDupAxOsZFOfKZRpmmZmCxdkObsqrtJSOV6QgQarOjyyn3LPIjILIq3wCvORCJMUQngyD2rKIyxpeRUllley8M8tjyOIHitYg0XlVlKywS+VQ5UuZuVXha7HUqY1ge5VgToOzhNLBfzmMq+JS1RStdR9sAwvcFKTVeKEB+a7wV7yFGm5F+tJ1f+39w6pxr4yJxHxzrgEVdKQLy7B6PCELVfFYTRYmu5Kk1tJtx9OMxLshMV6K7HGSEEaLKJqdDwfLEfzvqIL4BR5gdpKSq/KyWlY4Z2bVHdFr6Byt/Q6EPXiqKbBYuLgVXH4JKMvtLiD3O8sMLlzR55Q7Fnmf4bIV5zUlH5xoBuxRlmMD5aRwxVy3j//2OROyfXTjHhKRKrBipKrh5Rb0d/86iTgkn7nhvxUEjTHSKzinB6LqiMT3lbc6arF+qnLuXOFR8IRcSyVAwAAAAAAqkQhLfYMAAAAgDpAwkGJMJ8o8ikPsUkzJfCLaXJ6s15uQOuG6ulog975Jw04RwZZDdQqgFo1UCZJVcsrSeglQq+OQ6q0ZoQW+yKVAhFUNxRCGGYkNcmun0Pqhj63672Sg77YRXrvhkr5yvB1RR+bBpPbVaBNAympkKS3DP1lf1sok2UVTqVACFFGCn+qTEwuGfLyoSdVDx1vWOAGMVKLi3k1xO0PV8cnoutFy9SovDo0XQHDSlAZZTI2beo3wNk0mF7Nwa9E6HB1BifjEiF7kPBrp9CyoIodrkRoe7FeFlQN4l4c1xwZkgOoIG4pca8DRzuLyTXBi6NUCcDqB7gSYXDSrBwIvxpi0EHuY9MguCRT1/Or9fH4nL2pMbs8F7uQV7gsu/JMN0jsLVeD8g4MWRYUQjheedgk8mxaDZSxRU8N1qZBGwLjZiIrg5ouQtpA0CXg6OVFBmQHdkogKls2MA3YMzbE+Uw4Gqz89lQupAkWAAAAAOoA7mrN2XYSylBqDEywAAAAAJBTHDuE+09Oft/BgsgdAAAAACBkCukOFvV4yFyDpSUNpoH2SLN81SSCCbWgCnkcl9NgWZwjg68Gq0g6MgRosAxP8GUS5RfVY8nYpElOmCVYHweTE2mx6+ewmhgfmwap3jB8ntSuBn5dGepZdEZo4qc+YZ97l183q3ShT8VH6EHC6WOk2ClK9RiaNkOKM4geIru75nvJkVPkyZJsIl6JkG9W6rEcmyyAY0sNFk0yGiyDs2lY9e44mep14jNeGGjTQHOMQtLhNFiOSTVY3nvRNFjJpK67skic7DZGvrm415Y6MjhqGSsf4xWvMRVoKmEWTbJyK25VHP0g9I5nrqXQrlR0K2/YvgtGcTYNShelujIyEFylwa8rJfMKsmnofu7l2QzAd2C83MrzJUmopOmdvQ45jU1yFjhKbsXorZxKNghyAEzES1ilEpKql+jvNdv2zERIUuqxtNOVE4TlUoMVjtFoGCOpOQppggUAAACAOgBE7gAAAAAAIZOAk3teUc/n/jSbViVCriwotGf4qYu3l6TVQFkesmiJkCkX0nqBxRq1a9VA74Y/KRiYqhpIHBm8WLNpoA0iTAPeu0GL01m9G5yTO+/5LtRt/KrZNPBu0Smb+xQsNF9+zpFB1T6o2zXnfB3RCn9ekuxLFmKi5MCI0+oMWw2Ud+a5JI31ekLyhzbXKJ+ICs8w4ZdHeO+Ghhe/5wZmEenf+46icfVmEly50LJpHcSrmNhMNdDwKxFyDwQ5kQbqbfEwp6/DVZxl0tGsGdR7kdVAmxylCS+Ok7JZnMgCpBFDnFwLbdkBPaOlUbtmzaC2KlI2DSopT242qTUIqhtGVd2QHK4Gd+iy9u4kSc8ItkSoTijujNS9G5gCl/6lVsumQV5SwrNmWH77pTK2y/eqXclLJSkRmrIySM4CWRk0tQIbtWmQEdmxd8rQX7cG+b1DPlguSa458oszyeNz1KbBqxDqNg2eAkG7+JBvwOFqiOpVLpk99j6wFiFE7gAAAAAAIVNId7AAAAAAUAeww7BpyPM7WJhgAQAAACCn2LaTyHp+lOeLPRfSBKvYp55JKvxcAZu0pI+zysI2tWkgS8IwGizTYgQZguixaNJUGiyih9A0WJ7cqoisilOUToNFk6xNQ3BSGzezVE6QMItftoKspaN9xF7gp71ICQTzot4w0KaBDlDaNKikFqsGrJCFSG28t0J1V1HSl7QkprJN9XS0jwaLijdUVr1HejwHPCFvFCUb20RuVeGNNkFVOwkmtmz1xixPg2XRZ9Gl+oTorgzyZtbPG+YGXU9/XTWI1k95K5XGLV9nDhKH2jR4b8HWdFcqltoy+mZlTHVXcaJ2kksEOXQBHumxQnVRrMSK6LGKIjJgksE2Dbwwix6ZXtLPpoE7nq2gs0DJergTivVW8NNU8ll19vpdB5irB7s8V/X4fPqkZJ+Wz/XTc+MwqOhQ2jTYjE2Drpokp3HataEMgyintI/IWyqH+w1lkhPWjHtHJrWD4VxgbO1C5JlHEOEVa9OYvGOEAAAgAElEQVSgi0GNSq+GS8Kp+xqsQppgAQAAAKAOYIey2HN+2zRA5A4AAACAfZRt27aNHj26ffv2xx577H/+85/UBjNmzBhKKC9PLgq+du3aoUOHtm/f/vTTT//uu+9SNyykO1jFFn83kD7aSpLJwPS5LS3dGfSql5fkPQr4EqE0jrbIk/0yST3Z9ViWCKlNA1MNJEll+WBwsV4i9JJ+N8YtNW7yZtI6udOkwX1Gmr07a9NQLbieDO2pcuZRc4tN8jYNqltios1VZ8ibjpP76VFpoEwOEh8XBhI7TJL8RB+ATybbXbtAJitINTDiVZ8TpLLpWbJrVTNS8RBxb9gWKUNY3h+FplY39E4N8mZ+mDNExh2Gz08Otahe6lsxfOoMqjJoMEmHfHFyLDZJau/LlJ+A6kqa6ZO3olUDhfd9mbR4rsp21JGB82TP2KahSCssMg20bmWdWqsbpnMVEX7+76xNQ9BpYqoSIVeUz/qEZk1Y6NVDXlK060z1dmVxYokEd6nU1jOQviTUtJ09pdkSIcXrVisLklK7F9Oj1JBHZlz1KS+09Cy2aInQq7rZtBoo64b8qPkrlTx76ToTIRKKyD0UCdZll13WvHnzTz/9dO7cuWecccbGjRvr1atHG6xbt65Dhw5XXHGF+2M0GhVCOI4zcuTI0aNH//Of/3zggQfOOeecjz/+uFLPuIMFAAAAgJxiO0kZVjb/stdgbdmyZd68effcc0+rVq0uvfTSNm3avPrqq6nN2rVrN8DDNE0hxJIlS7Zt23bLLbe0bNny9ttvX7NmzaefflppK0ywAAAAAJBTbCd5Eyurf1lPsNauXdumTZu2bdu6P/br12/16tWpzZ5//vmBAweOHDlyyZIlbmbVqlWHHXaYZVlCiOLi4l69eqVuWEglQgAAAADUAcJZi9ARsVjs119/TX2pSZMmllfsX7BgwY4dOyo16NSp04ABA7Zv3964cWOZbNas2bZt2yq1PO20037zm9/8//bOPb6Ga+3ja/beSVwiSSMqEZKKHNeWKiJ1jTs9tFqiemilOM7htPX2+tKetpxz+nJ6oVVHq26nWhRFpSjqkqAuoS6h4hYNIRIJCRKX2HvW+8d0ZtYkz+wdsmXvpL/vx+dj7SdrJmtmz4xlnt/6PcHBwVu2bOndu3dycnJMTEzpDXNzc0tsWJkmWH5iFRJyYT/pAGCo3UIksyVSgyUGCVWSQbFhUaVXFoMG67ddmGuwnMmtTCRWetBiaNucBs1K5TirpSPaNAinwMSmQS+VQ1bAMNHBOfVpoNeHU9U8mKtyH1ZKccJMSototUfExfB29cIw2DQIba24ioNSOZgINoQ2bV5B2I4YD5AwE7Ebhq1aGwjDMqzfVqVX4pNOq7whCTKOq191Z6WoPXSrPkI/VagndKDkkTSizENfNC6WytE1WHpPg7LKQgT1d/RW4t5nwqUtyq1spAaLqojlS+mxDMIsUmJlLWsH0pHBx3AREpcuKdIyuwtclJkivRtM3FIEqNuc1F0x+kGhl825K5uGI5/9Q98V9aATn4q6oEkW6ppRhgey+sJEEm5j8SLXvkOJOlhjKSCpdFsS5FSa9kwWL10tKN7Rgh6LtGngelCUi0mlO5AKUUPY+2wRfvzxx0aNGpWOjx49+v3331famzZtysjIKNGhe/fubdq0ue+++woLC7Xg1atXw8PDS/Ts2fM3sWnr1q0PHz68aNGimJiY0hsGBweX2LAyTbAAAAAAUAVwlw/WH//4x1WrVjnvNnXqVLMfRUVFZWdnFxQUBAUFMcbS0tK6dOniZFeBgYE3btxgjDVq1CgtLY1zLkmSw+E4ceJEdHR0ic7QYAEAAACgQuHu0GCVfxVhw4YNO3To8OGHH3LON23alJaWNmjQIMbYgQMHJk6cqPRZu3ZtUVER53zbtm0LFy7s168fY6xHjx6SJH355ZeMsdmzZ9euXfvRRx8tsfPK9AbL18/MpsFZUCxFTrsHExXcDdlASU8RCq/QxbaaGZSE5dFCilCwNhBWXZc9RWjx8VUbYlDIIdp81YYYJBOLlNU76eRucRUk04WkvbtJasClOXnpnsbEQ1nTHAZrBtKmwaWTu/p1G2vUi211dbT44l0zUGYuoLPbVGbVakhzi8dFWDxrX6xDSCI4xPXb+qJuvYPeFo6l5kg1GygcjOQnDlsiOtxVipDak54BNBZnELdS0zfkhSnc0VaxToOW+BOCJu7qnAi6dGSggnQH4ZFCBrU2ae/OxEuXygaa3QXO0+uGbKDWMNy5rm5jPUNISwVo03bNpuGuUoSGZ5omlpD18y4L2UDdkUEmqhRYzBL8FNz53Ws4akfptmT4J0b1bhCdX9T0tJgi5GKKUG1z4fGk+8+LeUMxBag+E8jju0fVaBxu0WC5w2h07ty5f/rTn2bMmBEQELB48eKAgADGWHZ29pYtW5QOM2fOHDRokCRJoaGh//jHP5588knGmM1mW7p06YgRI1566aX69esvXry4dL2NyjTBAgAAAABwI9HR0SkpKXa73Sa8gOjXr5/ypoox9sMPPzDGSnRgjHXo0OHkyZOl4xqYYAEAAACgQnHXKkJ3YTZJctnByYaYYAEAAACgQpGZJJfbI/4eucy7i8o0wfKt5mKySqf4Kd2V2BaXy+qqIYMGS9UoCAlyyUrIrYwaLFW3JOqubJQywKDBooRTWlAVY5Vok1sJpXKEoKHtzKahyZ/+pgVPrfpS/SlRP4cJOgnJ6Iqh/ZgJUZN2yRgpt7KYyrmIDlZXC9Rpmwa1LSpdNMGDWIjGIVwk2pPCoGzQD+JOLl21YfShUMdPuYqIcZswbLs6brswVAcltzIGVXMHw6Lukg3GGJOpJvnIMzsB5ONRU1OJMULRZyx+pSt5iNMiKnlEDZZeXoYSaRk1WERP2lvBpQZLtGlQFZyGoC63Enal2zSIaq2yXs9md4F2m5A3F1mQihRmGT5wMmr2LNZ+F6HgbNj7KVZmjn31yW+bG55pqi7J8PQT5FY2QoOlSa9k0S1FbZrpwjglt9IPUKzsJNzJ2r8mkl2XU3G7Oiq7MCr1RjVqsAg9ltGmQRWDUt4NjOl39Z3ozcqLW95glX8d4j2lMk2wAAAAAFAF8B6R+70DNg0AAAAAAG4Gb7AAAAAAUKEoPljl34k3U5kmWD7V6LiuErgjDRaVF9ekV8agmiA302BpNlGCBkuTXhmtp0Q9liqBMsityCChwbJQtXQsokiL8sGSqLI5pDDr5Ldz9aCveuoN1YJIAzEiKNFfjCsDHUqsZdDcGNqklw/hAETKU8SgJnBxCFoih1aGRbgGxAUs3KqJGAQfLF29IR6MIOmgj0VtUH5OBpsrsSqO+s3YBVWCdrmJ3lcOoYOuLaOEWQajL81Kx6zsDxUkflwCUoZHarDIa0A8Rfp5IzRYwvfGrJTcSjyZug8WGXSpwXIV9BVqamnSK6PlldqwiEFVmEVdrmLb5UVeBh8sLagPm3yourLBYqR9lkQ+l8lHyp1g8kxTdUk2wXpKtLxS5Uii5ZUmvbJQ1y4nL03GuG4gRujJjLorfTCy1a4G9Q5cVYlJwrC5eqNaDLorQQCpya0Ecyw9aPC+Eo9H/ZuTwXsyi3FPihATLAAAAAAADffYNHi3BgsTLAAAAABUKO6xaXDLUO4ZlWmC5VNd9E6gehjeZlN5QzHxp7/KJdIMhmyg5kFALaxlhhQhVV7GECTKuYtpO+eGC2RakDFmoUrlWLQUoQ+xK7FN5g2ZuM5ZzQxKhko4Lmwa9K+AOu3KJ1YKky+WWB9OZwPJIiGGRen6CLXqKDYhqFVEcejFWZisla0QngiycD3qCTJDpRht2GJaUBw2N3ZUgiUbTEhg2cW0oNjWDBeEUWmLvh3Cm3Sju4TWQTguNWqsBfRbwzRFqHUQDrbsLjWSJJ4iLSh2IIIuU6taBpA8mcxgb0EFXaUIxQ6kj4OvniIkMoDMlU2DoX6OhQyKl66WDRQvci1Rrgdd3iZk3pC8DUVMvmzNhUGIGZ4JzmwaziSt04KRcY/Rv0HbSksRGrKB6kOPi2lBoeQU1+5uMajZNAijVo9FNtzFQl5Pd/qhgsIzk6tpQSb8Y8HFbKB690oOIkVoTAsKbS11KHqsqB0MN6xB4qD+TWb9Rbx8RuNlVKYJFgAAAACqAO7xwZK92gsBEywAAAAAVCgQuQMAAAAAuBnZLTYNMmNW1908RWWaYNlqmIxWolrk2mBqzbFBmKUnyymbBlGBZKXkVlTQYqLBkkgNFqmLogwXSEcGC1VLx0Lprgy/iyqV4zposGxQ25S1gERKaZiotWGlkahv07gnSjJCrUU36K5ENRK1gl2TXvkIxTQ06ZW40JozF48HTXplPBZB50Ethr9NGQfc1qp9iKogUoMlDEqTWxmCoiODrsHipYOGahuEtMOgx+B6sSDG6C5lRfi6XVha0KVyKLmVSw0WLcwSg5R3g2i+oN3oxlI2RE/akUEI+lEaLF91WOalcixqg7JpMFEi6qVyKO8GY0Gqkg1mpscifRxM6lyJRY6EoKb71E9cxuZEpSEX39KCUf3i9d1qTypZ1y1ZbJrEiqiEwwTplZhr0rqKKjRNeiUGuUVsE8fCqX8guKCFlFXLBi7KrWykBkvtadBdEbe0oQOloDRqsIhSOYIyi90LZNkg/bzLnXh3LUIvzl4CAAAAAFROKtMbLAAAAABUAWQZTu7ehLW6kP8iV/tT7rpm+SnaRMBCZAMZadMgmhToVu9k3tBWOsjEFKGVyAZaXKUITRwZxLwh4d1AurrTQfJYTJzcTWwatBXLZMJAbBNBOpdIpQUZo1eVW9UBWA3W3kIHLRtoEfMFUokGY4yriRjj7ezi7TRpN2B0FiCygVbHbz1uU47kdioDyMxShFRQplOERFB8eJXBpkHNMjCCOzFyv0ubBuqGplOElrtLETr1bmBC5s6QN1Q7G7wVxMQf1UFr+1FB0rvBMABDoly7C4jsORNuE5c3lO6noB+fa+MV+jY37JZ6eqjD5pQ1jPh0Sl+7RO+gPb5En3K1bQwK2Wfq6tR+q0ydFnFUYltWR2ihUoTckCIUn/B2NUhlAw2ODESQGbKBcokGY0Le0OTu1eO0TYPYk7kLt5TK8XKj0TtLERYUFGRlZcnGY8rPz8/NzS3R89KlS7dv3xYjdrs9MzPz2rVrdzdQAAAAAFQNuCyV/w+rGhqs/Pz8xx9/PDw8vH379vXr11eCDocjISEhOjq6ZcuWjz32WFFRkRJ/9913ExIS4uLiUlNTtUhISEjv3r2joqKaNGmSl5fn9iMBAAAAQKWAc8blcv/x7hRhWSdYzz77bGBgYH5+fmZm5t69e5Xg0qVLU1JSzpw5c+7cuVu3bn388ceMMc75tm3bvv/++88///yLL75gjG3atOmzzz47fPhwWlpabm7uwoULq1UzqdsMAAAAAFD5KZMG69SpU5s2bcrKyrJarYyx8PBwJb5o0aKEhAR/f3/G2NixY99555233npLkiRJktatW5eUlPTQQw8xxtLT0yMjIxs0aKBs1b59+7scaw2TaRlt00Cv7Cc6kDYNohqAtGmgNFjMcicaLCth06AFLS7FUlaibA7pyKCJsZhQVEfcQ9ltGhglzGLimRHlLUI1IiJotsCbQnKqCBHjhnIfmk2DsBhYrCLi0KphCAIc52IjXqJyhtDlt1EJHfTiLUJle0E/o7dvC3vVFGM2h95Vq4pjFxZX213JrfSgqKai5FZ0kDwD4q6YALmm29VCb+repYPauTYz/SBLDJHeDQYNlhp36d2gqamMJghCB9KmQe3gYyKc8qW20hwZSGGWWB7HVyyVo9k0COPWbRpMSuXotwl1Q5F3mWQUXjlHv80N3xz1TCBlnaJuSa1OJcnC00lwZNCuY0kmJEoW8dIV2tpvFdNNsv7MIeRWRg2WqEz9TRhjkFvZVYmVUB7HKLciNFiMklvpGiwzmwZ+NxoswabBYL1S4m/3oryCKv9OvJkyvcE6evRoRETEyy+/HBkZGRoaqrypYoz9+uuvjRs3VtqNGzf+9ddfla9n0aJFBw8efOSRR8aMGcMY69GjR1pa2hNPPDF79uzjx4+XcWQOh+Ps2bOnVRzilQcAAACASovkcMcf755glekNVl5e3smTJ8eNG/fll18eO3YsJiambdu2nTp1unbtWvXq1ZU+NWvWvHnzZnFxsZ+fX1hY2JtvvqltHh0dfejQoTlz5ixYsOCFF17o2rXrypUrAwICnP/SS5cuDR8+3GazMcasVuv8+fPv9hgBAAAA4DZKrFe7ceOGfIcr+iQuSeU2GiVXgHoPZZpg3X///RaLZdy4cYyxpk2b9urVa+vWrZ06dapTp05BQYHSJz8/PygoyM/Pj9xDo0aNpk6dyhg7f/58165d//Of/0ycONHlL928eXPDhg21yPb51emuLlKEYk8L0cFQ151IdTn3bmAmi4dJawMx78bIHCLl3WDRg3dkuKDlDQnPd7FNZh7JzKbhWCgnd4n2bqDzes4zhBL1vZr7Hajv88X15+rda/CtFt6B+6g2DYaX5VbNbkA0bSdHKAttbST6VhY1M2cRHgNWMRsoEUHVd1pPCzIhM2gXHkliZkCwaRCs6qkMoINKlLg2bdeCjAgy5iKfcHc2DeS6fvGtO3k9uLZ3pzoYUrd6Wk0MstJBMl1ou5MUodYmzReMQS1vKKQFDW0ih6i1rZR3AxMyg6STO2mEYXimukz0698L/RwgH7CccnLX2+KTVkgXapesZJYLUzGYtlPPF92RQUwRqvckac3AGLNojgx2IRuoZQaptCAzmC+Qpu1EDpRT1gyGDtxlilC85xnRwektXatWLfFj9erVRWcKoFCmM9KyZUtJkq5fv658LCoqqlGjhhLXBO8pKSmtWrVyuStlHeKFCxfudsAAAAAAqNxYZDf8qQopwoiIiIEDB44fP/7NN9/cs2fPzp07Z82axRgbO3Zs3759u3fvHhgYOHXq1A8//JDcfMmSJampqX379g0NDU1JSUlMTFy+fLk7DwIAAAAAlQeJc4tc3gxfVUgRMsbmz5//9ttvP/vssxEREZs3b46KimKMtW/fft68eR9++OHt27ffeuutIUOGkNu2a9fuwIEDkydPLiwsbNCgwZIlS/r27eu2IwAAAABApcLqYNZyL11zVIE3WIyxgICATz75pHT8qaeeeuqpp5xvGx0d/f7779/x0EphrSFqsIjEv0n9HJc2DaQwiyr5YmbToOs4CLmARAWZwRBBEDORLglOi+owxixWUoPlSrlFmztQv8tC1c+htBEGmRpZKse0bE4pDBtpNToIkQQzcWTQlTTC8muZC4oKzaZBrIqjCbMoRwbD6A0jVOVWgsTJor6/JiVWjDGbugsf4X9ymmWDXfjPGVkJx2DToB6LgxJpif9RNGqw1DNAarAYETRd6F2qUeqDUyhtHnm2TW0ayKCuwRIuDEq5Rds0CFtpEiujd4PQQW36GIRZ6ldspbcS6tuQairBpkHtQOquxD3YqAGINg02C3GbkN4NBmMUvYxVWZWUhh5m35xEaLD0xwvlfcNEmwYrce1ahCtPdnUVaifDILdS2zJZH0woU2WxiOYLaptyZCB1V8xMbuWgHBm0DmKQkxoswprFpU1DGariuO2VkYVza7nfYFm822kUqjQAAAAAADdTmYo9AwAAAKAKYJWZG95glXsP95TKNMGyVq/pvAPtL+wyRSh6Clu0d+CEIwOd/zJkA8WtSJsGMofoyrvBubu6qxyiaWJR7yDaNFCJRWoAjHRyN5wWzabBsLKebOoxcim4bqlBr/SmbRrUZJ8svEa20dlAF2iODJLw0tfoEfDbPqyUI4NNSMvdFjrYVG9pMdnno+b4jKbtvwUdwrEY0oVOHRnItCBjTFZ3Kz6mtB3QXvZUWtDQodxJBCEVJQYZEXTl46DbuxvuciJdSHo32MSeTvOGzJCMo4LCVoYcIuWtoCcWDclELUVIBJmQOvQxOLkTeUPSsoG0aTBxctcPkE6ai5eARLWoBwUng+JzhqvPH+F6pR0ZhFj0Y08zI8XFxWfWLNI/U48vLWixC57s6kPbkOyzUilC0qidSgsa4oYOcumtTIzaqXShwWSl7ClCMXZv5y5WmdvKPT2yummMy5cv3717d2Rk5OjRoxWTBJGlS5deuXJF+xgZGdmnTx/O+Zw5c7RgixYtOnbsWGJDpAgBAAAAUKFIsmxxlPvPHbqbkvzzn/985513oqKiNmzY0L9//9IdMjMztaIykyZN2rp1K2OMc/6Xv/wlLS1Niefl5ZXesDK9wQIAAABAFcAqy1a5vMsIyz/Bun79+vTp0zdu3Ni2bds///nP9evX37lzZ4cOHcQ+r732mtLIycmZPn16QkKC9qN33303KCjIdHjlHBwAAAAAQGUkNTVVkqS2bdsyxnx9fbt27ZqcnGzWeeHChTExMU2bNtUic+bM+fTTT3/++Weyf2V6g2WtLmZGXUp5qLXelGRDohcME0Gyfg5jTJKsRAdNBmFSXob0cdBtGlwZOjR9djwrG+nf62oDo2UD6eNgK9FgjEk2F6VyJFJwRi2sr90g0slQr127VqICg7fh8RH+fWWS1jZWxdHUVIRIy9ym4bcGd6XBkimJFSnS4OId57R+DqP1OSb1c3RxnqgKIjqQtXSMpXKIPVgpkRZdP4cKMkFlRfo42AzKrbLaKBjVWqrEysRwQZNeGXZFBQ2lckibBr1UjiicUhuuvBkMwizK3IFTYkpj9S1V9WiRSwdFsxNJuLgiu5bVYdHioxcQ45QITJdbCaPiDk2DZROClPmCg7JpkCndFdOlV9xBGi6IW8klfqpEhSYngi5NVtRzSOuu7tJ5xQUW7rDw8r7Bklh532BlZ2fXqVNH+1i3bt2srCyzzgsWLHjjjTe0j927d798+XJBQcHbb789YcKECRMmlOhfmSZYAAAAAKgKcFkqd4pQkuW9e/eSJuc9e/YcM2aM0m7btu3BgwdLdBg1atTs2bNtNptdKBx5+/Zts/9C79y5MzMzc/DgwcpHi8WyefNmpT18+PC4uLhx48YFBASIm2CCBQAAAIAKxSI7LOWfYHG5Xr168fHxpX/UsmVLrb1v3z6zPdSrVy8nJ8dut9tsNsbY+fPnu3XrRvacN2/e0KFD/f39S/8oNjaWc56ZmdmiRQsxXpkmWNYaxIEZId5mm1qHO00RihkFfUWxYRWxuKrbWrInYw++MFlp/PL5v4SeYg7xt62aj/pf+mjcRKMBw5RGUVFR2WueZ+5O0tomPhGEwXHdpg+Wa6zAFf96Ks7JTx0Ox61bt0ovMzbjf5dvVRoG7wYqryesf5dKB5lJ5qDslg1k1om0AKB9AYS44daknAXIdGHZgwbPd4OPA5ENdB5khhShi7yhVc8b0ilC3ZGBsmmwmmylHyz1u0hjFKPUgpZoCG0iKBmScYQPjh4UnzPqBRfetuR6+DtFElKEjHKN17zaJYeYIrSpDTFtR2QDGZUNFLdiZfdnN+yKzACKicUypwgZkS7k9yYbSCLJDkk4dXe5E+4IDw8nJ1hlpFWrVrVr116/fn3//v1zc3O3bdv20UcfMcZyc3NPnjypqd0LCwuXL1++ceNGbcObN29Wq1ZNaa9bt87X17dhw4Yldl6ZJlgAAAAAAO7CarVOmTJl5MiRAwYM2LFjx/Dhw5s0acIYS05OHj9+/Pnz55VuS5curVevXmxsrLbhN99888EHH7Ru3To/P3/79u2zZs0q/T9bTLAAAAAAUMHIrNwid/FF3V3zzDPPtGvXLiUlZdSoUdorq+7du69Zs0br07Nnz549e4pbDRs2rFmzZunp6QEBAfPnz69bt27pPWOCBQAAAIAKRZLt5U8RumGKxhhjLDo6Ojo6WowEBwcHBwdrHyMjS65/9/Hxad++ffv27Z3stjJNsMRSOS1fnurBkZDcvn1blmU/P78S8RZ//btHxlNOGsTGeXoI4J7z73hazumEtwWfCKMGi6q24Wo9vwZtzUCpKl1qsIzVXdSGsJWF7EApt8iiOhZKwCR2sFIdSEMHMW7QSJFb6WoqIshMlVuaMEsqHRTb4m7JM0DWzykDhF2LQeQqqy4JlERVvMjCWre5k9/rDIuP/qDmFrWUjYWqiiMKT10aLjjvQOquhDinzBfooMFDReygqamIIKm7Epst/+f/mFNSp5d0Irh7uLe8wbp3VKYJFgAAAACqAtwh8fKL3L16ggUndwAAAAAAN4M3WAAAAACoWLideY0G6x5RmSZYXqi7AuD3Ri1fwazIlQ9WOSmDDxZRa8cozCIcrYwFdtQOTOxQVg0W3YGUWBl6uupA6aIEOZeJoxUp56KDLkrlRD0QwcpBYWFhaT/G/Avn9Q9i2Rx1MPc3bMoqCtEHS9LlVoJwSrO8omvamBW9kUsHdREVd6XB4kSpHKNYiqp+JWzVbOTr7F7izn+FuYOVO0WICRYAAAAAgIAss3I7uUPkDgAAAAAgwO283G+wON5gAQAqEbN/3Kk0OJX2q+WrPzQ41aP8uULaskHzCDDbSndkoMwdqLwhM9g0EFuRJgWkoQNjLL5TW5OhuZlr166Z1aP1Zu4LC/f0EHQsQopQywxKDrl08A4ygGIHXlYXBmZSAEewaSCygY2f/gt5XMCrwAQLAAAAABUMfLAAAAAAANyLW0TuDBMsAAAAAAAVLtt5+W0ayi+Tv5dgggUAMKCprEQ1lbhUnGiV/OAkRkMrq6hKOIySWIlR0sfBzNxBE1QNVhVUlVThBO6Ium06+fr6uu5n5Oz2DUqD1F0xg42CyyChrIrqN0RpFBYW1qxZ8w5LEgGvAxMsAAAAAFQsbqlFiBQhAAAAAIAGZw7YNAAAfl/8qWvMvdv5jRs3fHx8bDY8eUDlI6JzH08PoQohO2A0CgAAAADgTjh31xssi+t+HsJ7RwYAAAAAUEnBG5u7upYAABE+SURBVCwAAAAAVCicy25QUHHZm98TYYIFAAAAgIqFu8EHi3OHN09jvHdkAAAAAKiauMWmASJ3AAAAAAANzh3lTxFy7/bB8t7kJQAAAABAJQVvsAAAAABQoXDZ4Y5ahF79BgsTLAAAAABUKJy5YRUhhwYLAAAAAEDDTRoslMoBAAAAAFBxnw+W9wKROwAAAACAm8EbLAAAAABULLKDl7vYMzRYAAAAAAA6nLml2DMmWAAAAAAAKlyWy/8GCxqs3wspKSlJSUmeHoUzli9fnpGR4elROGPGjBm3b9/29ChMKSoq+vzzzz09CmccO3YsMTHR06NwxoYNG1JTUz09CmfMnTu3oKDA06MwRZbl6dOne3oUzsjKylq0aJGnR+GMnTt3bt++3dOjcMaSJUvOnTvn6VHcW5RVhOX/4+njcAYmWG4jOTl506ZNnh6FM1auXHno0CFPj8IZn3zySX5+vqdHYcqFCxe8fIK1b98+L59grVu3bteuXZ4ehTMWLFhw5swZT4/ClBs3bvz73//29CiccfTo0aVLl3p6FM7YunXr1q1bPT0KZyxfvvzIkSOeHgUoL0gRAgAAAKBCcYtNAzRYAAAAAAACHKsIPceNGzeWLFkSEhLi6YGUlb17916/fv2LL77w9EBMOXPmzMaNG3Nzcz09EFNu3rz51Vdf1apVy9MDobl48eLVq1e9+SvetWtXenq6N4/w2LFjhYWFPj4+nh6IKZcvX16xYsWePXs8PRCaW7du2e12b/6K09LSsrKyvHmEP//8M+fcm0d47ty5H374ITMz09MDKSsHDx68cuXKHW3yezAa9d4JVtu2bdPT071ZDFECzrnNZvv55589PRBTateufeXKFW8eYbNmzY4dO2axeKk00G63R0dHe/MJvH79ekBAgDePsEaNGsXFxd48wsjIyMzMzJycHE8PhIZz3rJlS28+gUVFRXXr1vXmEVosFs65N4/w/vvvv3TpkjePsATXrl1r1qzZHW2yeYMbJri//vrrzp07y7+fe4TEOff0GAAAAAAAqhRe+qoAAAAAAKDyggkWAAAAAICbwQQLAAAAAMDNYIIFAAAAAOBmMMECAAAAAHAzmGABAAAAALgZ66RJkzw9BuAefvnllyVLluzbt69atWp169ZVgidOnPjqq6+OHj0aHR3t5+enBNPT07/++utq1aqFhoYyxrKzszds2JAm0KBBA61z1SY9PX3btm2FhYX16tVTIpzzlJSU1atX79+/v1atWqLV7ZkzZ7766qtDhw41bNiwevXqSvD8+fP//e9/Oef169dnjF2+fHndunXiybz//vtr1KhR8YdW8RQWFu7ZsyclJSU6Otpm0z32UlJSvv3229TU1Lp16wYEBChBWZa/++67NWvWyLIcGRmpBDnn33333Y4dO5o3b+7NZqRuwW63//LLLzt27PDz8wsODlaCxcXFmzdv/v7779PS0sLDw2vWrKn1379//+LFizMyMho3bqyd3kOHDi1btiwkJCQ4OPjatWuJiYnNmjWTJIkxdurUqa1btzZv3lzpmZaWdvz48YiIiIo9ygpl7969y5YtO3ToUGBgYO3atZXgwYMHFy9efPr0afG8paamLl26NDg4uHbt2oWFhatXr27SpIniwJeenr5lyxbtvB0/fjwtLU27RAEoO3iDVUWYOXNmt27d0tLSTpw4MXPmTCW4ffv2mJiYc+fOJSYmxsbGFhUVMcYuX748YsSIBg0avPbaa2lpaYyxvXv3jhgxYpnA1atXPXkwFcXo0aNjYmLGjRs3e/ZsLfjRRx8lJCT88ssvBw4caNeu3eLFi5X44cOHH3744ZMnTyYnJ7du3TovL48xdvPmzSFDhtSrV2/KlClKDeMTJ04MHTpUPJlKzypPenp67dq1x4wZM2TIENHTedq0aQMHDrx8+fKhQ4datGixf/9+JT58+PD33nvvypUrw4YN+/jjj5XgjBkzduzYYbFYnnvuOQ8cQ8USExPz2GOPjRo16scff9SCCQkJkyZNOnPmzPr16xs3bnzw4EElvmzZsr59++bl5c2ZM6dPnz6Kf+HJkydfeeWViIiIESNG5OXl+fn5JSQkaAXdp02bNmTIkPT0dOXjv/71r++//75iD7FC+fvf//7kk0+mp6cfPnx43rx5SnDFihW9evW6ePHi/Pnze/XqJcsyY+z06dPjx4+PiIgYOXJkTk6On5/fyJEjDxw4oGzyySefPP3008ePH1c+Tpky5bvvvvPIEYFKDweVn5MnT9aoUePo0aMl4r17937//fc557Isx8bGfvHFF5zz3bt3T5gwgXM+d+7cr7/+mnOemJjYsGHDCh+15ykoKOCcv/rqq6NHj9aCubm5siwr7ZkzZz700ENKe9iwYW+88YbS7t+//3vvvcc5T09PHzVqFOd89erVH3/8Med8165d/v7+FXgQ3kJxcXFRUdGlS5cYYzk5OVq8adOm33zzjdJ+7rnnXn75Zc75kSNH/P398/PzOec7d+4MCQm5ceMG53zo0KEXLlzgnHfr1s0Dx1CxKJdf165dP/vsMy148eJFrf38888///zznHNZlps2bbp06VLO+a1btyIjIzds2MA5X7Zs2axZszjnb7/99rZt2zjnPXr0mDZtmrJ58+bNBw8ePHfuXOVjeHj4unXrKubQKp6ffvopKChIuXhEHnzwwUWLFnHOi4uLo6Ki1q5dyzlfuXLljBkzOOeTJ0/esmUL57xPnz7Ko5Jz3rJly/j4+M8//1z5GBkZmZiYWGEHAqoSeINVFUhMTIyLi/Pz81NShErQ4XBs3rx5wIABjDFJkvr3779x40bGWOvWrfft2zd27Ngvv/yyb9++nhy3pwkMDCwdDAkJUTIsjDF/f3+tbs+GDRv69++vtAcMGKCczAceeCAvL2/MmDEffPDBk08+WSGj9lJ8fHzITGj9+vXPnz/PGOOcZ2VlKSmqjRs3du7cOSgoiDEWGxsrSZJSFWTEiBHPPPPM0KFDu3btWrHD9wDk5VenTh2tXbNmTeXyO3v27PHjx5XLz9fXt0+fPsrl16NHj0WLFo0dO3b37t0xMTGMsbi4uOTkZMZYbm7uzZs3hw8frnw8depUTk5Ox44dK+TIPMDKlSvj4+Pz8/MXL1585MgRJXj+/PkjR44oz0AfH5++ffsq561bt27Lli0bN27c9u3bY2NjmXDeLl++XFBQMGLECOXj2bNnz50717lzZ48dGKjMeG8tQlB2Tp8+ffbs2SFDhnTo0OHNN98cOHDg9OnTc3JyHA5HWFiY0icsLGzdunWMMV9f3/Xr16enpz/wwAO+vr7KT7Oystq3b6+0bTbbTz/95JED8SoKCwunTJny+uuvM8aKi4svXboknsysrCzGmMViWblyZXp6ev369TVV1vXr17WTyRjbtGmT15avrgAWLFjw+OOPr1ix4vLlyx06dPjb3/7GGMvKytJOpiRJoaGhyvns27dvTExMYWFh1ZYKlYVTp04tWrRImRBkZWUFBgZq89ewsLATJ04wxoKDg7ds2ZKRkdGoUSOr1coYi4uLmzZtmizLSUlJXbp06dy58/jx4xljSUlJbdq00QRwVY/Tp09nZGSMGjXqkUceefXVV19++eU33ngjKyvL399fu/vCwsJSU1MZY0FBQZs3b87IyIiKilJUWXFxcVOmTHE4HMnJyV26dOnUqdNf//pXxtjWrVsffvhh5X8CANwpmGBVBRwOx4ULFzIyMvz9/V9//fVGjRq98MILyuOYq7UmOefaixmr1dq4cWNxDyEhIbNmzVLaWrffMzdv3hw0aFBsbOzIkSMZY5IkSZJEnkyLxfKHP/xB3LZatWrayWSM/U4U7mZ88MEH991338SJEy9dujRx4sT169cPGDBAPJnMeD6Dg4M1xffvlqysrH79+k2ePLlt27aMMSeny9fXV7yXY2JiiouLU1NTlYlCcHBwQEDA6dOnk5OT4+LiKvYgKhSHw1FYWJiSkmKz2RISEjp27Dh27Niyn7e2bdtyzg8cOKCct8DAwDp16pw4caLKnzdwT8EEqypQr169pk2b+vv7M8YaNGgQGhp68uTJXr16Wa3W7Oxs5b9f2dnZ2juD0vj6+rZp06biRuzdFBcXx8fHBwUFzZs3T3ki+/j4BAcHZ2dnK3Mp5yfTYrHgZCoUFhZ++umnx48fV87bxYsXP/roowEDBoSFhWl5HM55Tk6Ok/P5e+PixYs9e/YcNWrUiy++qETCwsKuXr16/fp1ZbLu5PLz9fV99NFHk5KSkpOTX3nlFcZYly5dkpOTt23bJq7kqHrUq1evWrVqyuuoNm3aOByOjIyMsLCwoqKia9euKS+xnJw3m83WsWNH5byNGzeOqectKSlpxowZFXkgoCoBDVZVoF+/fqdOnbp58yZj7OLFizk5OVFRUVartUePHmvWrGGMcc7Xrl3bu3dvT4+0EuBwOJ599lkfH5+vv/5aSbso9OnTRzmZjLE1a9bgZJYFX19fm82mKN8ZY5cuXVJ8B3r37r19+/aCggLG2J49ezjnmJIq5OXl9ezZc+jQoRMmTNCCERERTZo0Wbt2LWOsuLh448aNTi6/uLi4b7/99sqVK1FRUYyxLl26zJ8/PysrqwoLsBhj/fr1U1b5MMaOHj0qSVJERER4eHiLFi2U2/b27dsbNmxwft5WrVp18eJF5c1Wly5dFi5cePbs2U6dOlXYUYCqRsXr6sG9YNCgQZ07d548eXKrVq3GjBmjBLdt2xYUFPTaa68NHDiwefPmhYWF5LaJiYk1a9YcLJCamlqBY/cYq1evjo+Pb9y4ccOGDePj45csWcI5nzp1qsVieeKJJ+Lj4+Pj44cNG6Z0PnToUFBQ0EsvvTRs2LCIiIjc3Fxyn7t27bLZbOLJ3LFjR8UdkkcZOnToE088wRh7/PHHhwwZogRff/31iIiId99998UXXwwICFCWv3HOn3nmmTZt2rz11lsRERHTp0/33Kg9xvTp0+Pj4+vUqfPII4/Ex8crE834+PhatWrFq7zzzjtK52+++aZOnToTJ07s1q1b165dHQ6H2W63b9/OGNOu2wsXLjDGYmNjK+CIPIjdbu/UqdNjjz02efLkRo0aTZo0SYl/++23ISEhEyZM6NGjR6dOnZycN8Vm5emnn1Y+5ubmSpKkpA4BuDsMKWpQeZFlOTEx8fTp061aterRo4cWP3HixLp16wIDAwcPHmwmtc7OzlYeLhqdOnUSVzNVVY4fP66IXhWaNWv24IMPHjlyRLEHU7BarU899ZTSPnPmTGJiop+f3+DBg810Qvn5+UlJSWKkXbt2igdplWfFihWKz5BCfHy80ti5c+fevXtr1KjRs2fPhg0bKkFZllevXp2ent6+ffvf5yqt3bt3Z2Zmah87dOgQHh6+ffv27OxsLRgSEtKtWzelvX///qSkpLCwsEGDBmnLU0pTXFy8evXqBx98sFmzZkpk9erV4eHhipyrCnPr1q1Vq1ZduHDh0UcfVdYGKhw8eHDLli2hoaGDBg1y4p9st9tXrVrVokULzWI0MTExNDRUWZ4JwF2ACRYAAAAAgJuBBgsAAAAAwM1gggUAAAAA4GYwwQIAAAAAcDOYYAEAAAAAuBlMsAAAAAAA3AwmWAAAAAAAbgYTLAAAAAAAN4MJFgAAAACAm8EECwAAAADAzWCCBQAAAADgZjDBAgAAAABwM5hgAQAAAAC4GUywAAAAAADcDCZYAAAAAABuBhMsAAAAAAA3gwkWAAAAAICbwQQLAAAAAMDNYIIFAAAAAOBmMMECAAAAAHAzmGABAAAAALgZTLAAAAAAANwMJlgAAAAAAG4GEywAAAAAADeDCRYAAAAAgJvBBAsAAAAAwM1gggUAAAAA4GYwwQIAAAAAcDP/D+PYVI/t7DUyAAAAAElFTkSuQmCC",
"text/html": [
"\n",
"\n"
],
"image/svg+xml": [
"\n",
"\n"
]
},
"metadata": {},
"execution_count": 6
}
],
"cell_type": "code",
"source": [
"dummy .*= cosd.(lonvec(grd))\n",
"plt = plothorizontalslice(dummy, grd, depth=100, color=:balance)"
],
"metadata": {},
"execution_count": 6
},
{
"cell_type": "markdown",
"source": [
"And you can finetune attributes after the plot is created."
],
"metadata": {}
},
{
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": "Plot{Plots.GRBackend() n=1}",
"image/png": 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",
"text/html": [
"\n",
"\n"
],
"image/svg+xml": [
"\n",
"\n"
]
},
"metadata": {},
"execution_count": 7
}
],
"cell_type": "code",
"source": [
"plot!(plt, xlabel=\"Lon\", ylabel=\"Lat\", colorbar_title=\"dummy value\", title=\"The pacific as a whole\")"
],
"metadata": {},
"execution_count": 7
},
{
"cell_type": "markdown",
"source": [
"## Vertical plots"
],
"metadata": {}
},
{
"cell_type": "markdown",
"source": [
"Exploring the vertical distribution of tracers is important after all."
],
"metadata": {}
},
{
"cell_type": "markdown",
"source": [
"### Zonal slices"
],
"metadata": {}
},
{
"cell_type": "markdown",
"source": [
"You must specify the longitude"
],
"metadata": {}
},
{
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": "Plot{Plots.GRBackend() n=1}",
"image/png": 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",
"text/html": [
"\n",
"\n"
],
"image/svg+xml": [
"\n",
"\n"
]
},
"metadata": {},
"execution_count": 8
}
],
"cell_type": "code",
"source": [
"dummy = cosd.(latvec(grd))\n",
"dummy .+= sqrt.(depthvec(grd)) / 30\n",
"plotmeridionalslice(dummy, grd, lon=330)"
],
"metadata": {},
"execution_count": 8
},
{
"cell_type": "markdown",
"source": [
"### Zonal averages"
],
"metadata": {}
},
{
"cell_type": "markdown",
"source": [
"#### Global zonal average"
],
"metadata": {}
},
{
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": "91×24 Matrix{Float64}:\n NaN NaN NaN … NaN NaN NaN NaN NaN\n NaN NaN NaN NaN NaN NaN NaN NaN\n NaN NaN NaN NaN NaN NaN NaN NaN\n NaN NaN NaN NaN NaN NaN NaN NaN\n NaN NaN NaN NaN NaN NaN NaN NaN\n NaN NaN NaN … NaN NaN NaN NaN NaN\n 0.364207 0.469204 0.545227 NaN NaN NaN NaN NaN\n 0.397726 0.502722 0.578745 NaN NaN NaN NaN NaN\n 0.430939 0.535935 0.611958 2.2012 NaN NaN NaN NaN\n 0.463807 0.568804 0.644827 2.23407 2.36494 NaN NaN NaN\n ⋮ ⋱ ⋮ \n 0.430939 0.535935 0.611958 NaN NaN NaN NaN NaN\n 0.397726 0.502722 0.578745 NaN NaN NaN NaN NaN\n 0.364207 0.469204 0.545227 NaN NaN NaN NaN NaN\n 0.330424 0.435421 0.511444 … NaN NaN NaN NaN NaN\n 0.296416 0.401412 0.477436 NaN NaN NaN NaN NaN\n 0.262223 0.36722 0.443243 NaN NaN NaN NaN NaN\n 0.227887 0.332883 0.408907 1.99815 NaN NaN NaN NaN\n 0.193448 0.298444 0.374468 1.96371 NaN NaN NaN NaN\n NaN NaN NaN … NaN NaN NaN NaN NaN"
},
"metadata": {},
"execution_count": 9
}
],
"cell_type": "code",
"source": [
"zonalaverage(dummy, grd)"
],
"metadata": {},
"execution_count": 9
},
{
"cell_type": "markdown",
"source": [
"If you want a zonal average over a specific region, you can just mask it out"
],
"metadata": {}
},
{
"cell_type": "markdown",
"source": [
"#### Basin zonal average"
],
"metadata": {}
},
{
"cell_type": "markdown",
"source": [
"This is experimental at this stage and relies on [OceanBasins.jl](https://github.com/briochemc/OceanBasins.jl).\n",
"You can create basin masks using this package with"
],
"metadata": {}
},
{
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": "Plot{Plots.GRBackend() n=1}",
"image/png": 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",
"text/html": [
"\n",
"\n"
],
"image/svg+xml": [
"\n",
"\n"
]
},
"metadata": {},
"execution_count": 10
}
],
"cell_type": "code",
"source": [
"using OceanBasins\n",
"OCEANS = oceanpolygons()\n",
"basins = sum(i*isbasin(latvec(grd), lonvec(grd), OCEANS) for (i,isbasin) in enumerate([isindian2, ispacific2, isatlantic2, isantarctic]))\n",
"plothorizontalslice(basins, grd, depth=0, seriestype=:heatmap, color=:lightrainbow)"
],
"metadata": {},
"execution_count": 10
},
{
"cell_type": "markdown",
"source": [
"and you can mask a specific region with the `mask` keyword argument"
],
"metadata": {}
},
{
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": "Plot{Plots.GRBackend() n=1}",
"image/png": 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",
"text/html": [
"\n",
"\n"
],
"image/svg+xml": [
"\n",
"\n"
]
},
"metadata": {},
"execution_count": 11
}
],
"cell_type": "code",
"source": [
"mPAC = ispacific(latvec(grd), lonvec(grd), OCEANS)\n",
"plotzonalaverage(dummy, grd, mask=mPAC)"
],
"metadata": {},
"execution_count": 11
},
{
"cell_type": "markdown",
"source": [
"### Meridional slices"
],
"metadata": {}
},
{
"cell_type": "markdown",
"source": [
"Just as you should expect at this stage, you can plot a meridional slice with"
],
"metadata": {}
},
{
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": "Plot{Plots.GRBackend() n=1}",
"image/png": 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",
"text/html": [
"\n",
"\n"
],
"image/svg+xml": [
"\n",
"\n"
]
},
"metadata": {},
"execution_count": 12
}
],
"cell_type": "code",
"source": [
"plotmeridionalslice(dummy, grd, lon=-30)"
],
"metadata": {},
"execution_count": 12
},
{
"cell_type": "markdown",
"source": [
"## Depth profiles"
],
"metadata": {}
},
{
"cell_type": "markdown",
"source": [
"Sometimes you want a profile at a given station or location"
],
"metadata": {}
},
{
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": "Plot{Plots.GRBackend() n=1}",
"image/png": 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jDgAM3bx58wYPHmxraztu3DhnZ2d9l9MWghC0a11rs6g3XacmWaXivhLh3eP8dZUY5kqPdKMi3KjATrgkAwAerVu3bv369fvzn/+clpbW2rhv377bt2/X19dnZ2fX19dHRkba29vrpTwEITyalQmJ9qSiPRlCSGUT2X9LyCwWv/lVaOFJtBcV7UmPdKMs8FECgAdLSEi4fv16eHh4a8u+ffuuXr0aFhaWl5eXl5cXHByMIISOwdGMJHjTmtWn+Soxo1j84TI/fb84wJmKdKNju1B+tpgmAkBbmzZtevXVV+9+9PzHH3+sx3ruhiCEp9fVmprrT831p+s5sq9E2HFDHLlTMGPIaFc23kccrqRMcDYRQPYOHTo0f/58hULx8ssv67sW7RCE0A4sWRLjRcd4EUEkZ26LO/PVy07zl6vFkW50pDs1oTONZw4DyFa/fv3S0tLc3NwM4dp5rRCE0J5oigQ7Ur6m3J8GmFc0kbSbwo4b4uIT6q7W1HgvKsaL7ueIRw0DyIulpaWlpaW+q3gYBCHoipMZmdWdntWdNPNMVqm484YwZR/PCWRSF2qyNz3YBYkIAAYBQQg6Z8qQ0e7UaHdm9WBysUrccl2cm83XtJB4b2pyFzrUhaIRiQCgPwhCkJTmeYof9KOvq8SUQnHxCf5KjRjlQSd0paI8aBaLawBAcghC0A9va2phALUwgC5QicmF4qfnhDkHeU0ijvWgsdwU4BldvnzZ0G7p+Yxqamp09M4IQtCzLv9LxMI6cXuB+Ok5YXYWP84TiQjw9DQPfNB3FU9JEAStEU5RlJeXly72SImiFA/m0Km8vLyoqKjc3NyHd1OpVNbW1tKUJHPPONQ36sRtBeLm68LlalGTiGM8aNzgVCt8qiWDoZZMXV2dlZWVlHvEbxcwOF5W1MIAOjuGPRXH9nagVpwV3H9Wv3SIz7rV8f9qAwDDg0OjYLg6W1FvB1JvB9I368VN+eIbR/haNZnpQ830obvjRm4A0E4wI4QOwNOSejuQPjeJ3TGaaRFI2A6u/3Zu9QWhoknflQFAx4cghI6klz21MoQpnmayMoQ5VSn6b1bH7OE2XxdaBH1XBgAdFg6NQsdDUyTSnYp0Z2rVzPYC4cfLwrxsfrI3PdOHHuqKQ6YA8GQQhNCB2Zho7uJG36wXf84T5xziGYpM6Uo93532tkYiAsBjwaFRMAaeltSi3vTVBHbdCKaqmQxK4Yamcj9eFlRqfVcGAAYPQQhGJdiRWj2YuTHV5M0AescNsfMG9fNZfGaJKODCCwB4ABwaBSNkypDJ3vRkb1LRxKy/JrxzjK9Tk7n+9Gxf2tFM38UBgIHBjBCMmZMZeaMXfSaO3TCSyasVfTerEzP5jGJcmA8Av0MQgiwEO1I/DGWuTzGJdKfeOsb32Mx9ek6406zvsgDAACAIQUZsFWSuP31+EvvfcCZfJXbbqE7M5A+XYX4IIGsIQpAjzQTxcoJJsCM18wDffzv342WhntN3WQCgDwhCkC8Xc7KoN52XyK4MYTKKRa/16ley+Zw7mCACyAtWjYLctd6npqSB/k+uGJ3OO5uTuf70TB/aHP8+AGQAM0KA37hZUIt609ensh/0ozdfF7puVC8+weerMEEEMHIIQoB7MBSJ8aL3RrFZ41m1QAYmc+PSufQiXHEBYLQQhADa+dpSnw9kbj5nkuhNLzrOByVx/7gqNPP6LgsA2huCEOBhzBjygi99dhL7tyHMtgKh8wb1stN8JZ6DCGBEEIQAj2WoK5U6mj00nq1qJt03qWcd4C9V43ApgDFAEAI8ge621OrBzJUEk642ZMROLmYPl1GMOATo2BCEAE/M2Zws68fcmGqS4E2/cYQP3s6tzRU4Qd9lAcBTQRACPCVThszqTl+IZ5f1o/+TJ3TfzH16Tqhu0XdZAPCEEIQAz4T+3+UWSRHMxSqx20b1wiP8zXocLwXoMBCEAO2jnyO1dgRzKpY1Z0nwNi4xkz9egTgE6AAQhADtqYs1tTKEuTbFZIgLlZDJD03lUm8IyEMAQ4YgBGh/1iZkYQCdl8jO60F/cEoI2ML986qgxmoaAIOkwyBsaGg4e/ZscXHx3Y2iKP7yyy9bt24tKSm5u/3OnTvbt2/ft28fz99z646TJ08mJSUVFBTork4AHTGhyQwf+nQc+3Uo8/M1wW8zt+ay0II4BDAwugrCl19+2d7ePjQ09Lvvvru7fcaMGS+++OLmzZuDgoIyMjI0jTk5Of7+/uvWrVu0aFFkZKRarda0L1y4MDExcevWrSEhIVu2bNFRqQC6NtKN2hvF/jecSbkhdN/Erb4gNOFWbQCGQ9SNK1euqFSqWbNmLVmypLXxyJEjTk5OVVVVoiiuWbMmODhY0x4fH6/p1tzcHBAQsGHDBlEUc3NzLS0tS0pKRFHcvn27t7c3z/Na95Wbm+vj4/PIkmpra5/5x4LHgqF+iDOVQkIG57quZeVZvkH9rO+GoZYMhloyKpVK4j3qakbo6+trZWXVpjElJWXs2LF2dnaEkMTExNOnTxcVFQmCkJKSMnXqVEKIQqGYNGlScnIyISQ1NTUsLEypVBJCoqOjKyoqzp8/r6NqASTTx4HaFMHsjmJPVYreG9WfnhMaOH3XBCBvkj54tKioyNPTU7NtY2Nja2tbVFTEsqxarW5t9/DwOHDgQJvOLMsqlcqioqI+ffrc/7Y8z6tUqu+//761JSwszM/P7/5ubU5Ago5gqB8pwJasH0EuVNGf5QjdNvJv9KRe60lZPPk/Rwy1ZDDUkmnfoaZpmqKoh/eRNAjVajXDML/vm2VbWlo0ZwRb201MTFpaWh7UWevbtrS0NDU1nThxorXF2dm5S5cu93drbm5un58EHgpD/Zi6W5AfBpJfa6gvLtI+m6mXugtv9BCt2Se42gJDLRkMtWSam5tNTEza690UCgXLPiLpJA1CpVJZUVGh2Var1VVVVW5ubi4uLhRFVVRUWFtbE0LKy8s1h0OVSuXp06dbv7eiosLNzU3r25qbmzs5Of30008P3zvP8xYWFu3zk8BDYaifSH8L8rOSXKwSPz0n9E4V5vWg/xDA2Coe63sx1JLBUEtGEASJh1rS6wiHDh26f/9+QRAIIVlZWUql0tvbW6FQDBw4MDMzU9MnMzMzLCxM0/ngwYOa+eLZs2c5jgsMDJSyWgAp9bKn1o5g9kWz+bXEd7N62Wkety0FkIauZoS7du06ePDg6dOnc3NzFy9eHBMTM2TIkAkTJvzpT3+aNWtWWFjYypUr3333Xc3Bz8WLF7/44ostLS25ubk5OTkbNmwghAwbNszX13fy5MkTJkz48ssvX3/9dUtLSx1VC2AgetpRa0cw+Sr603NC143quf70oiDG3lTfZQEYNV3NCM3Nze3t7WfMmDFx4kR7e3tTU1NCCMuyBw8e7NWrV05Ozl//+tc33nhD03nixIlbtmzJzc21tbU9fvy4vb29pj0tLW348OGnT59+//33P/zwQx2VCmBoulpTPwxlTsWyVc2k2yb14hP8HZycAtAZShQ7/H0Q8/LyoqKicnNzH95NpVJpTkOCrmGo21GBSvzrBeG/ecJ0H3pJH8bF/J5XMdSSwVBLpq6u7v6r73QK9xoFMGhdrKnVg5kTsWwjT3ptUS87zdep9V0TgHFBEAJ0AN7W1I9DmZOx7LVa0n2T+ptfcQtvgHaDIAToMLpYU/8ZwWRGswdvid03cT9eFvCEJ4BnhyAE6GB62lGbIpifw5m1uUL4XkVmCcIQ4JkgCAE6pFAX6lAM+2YPbv5hflQad7oScQjwlBCEAB0VRUicp3Axnk3wpmP28ImZ/LVaxCHAE0MQAnRsJjSZ609fTWSDHalBKdwr2XxZo75rAuhQEIQAxsCSJYt605cmm9ibkl5b1ItP8CpcZQHweBCEAMbD0YysDGFOxbEl9aTHFu7HywKHqywAHgVBCGBsOltRa0cw20cxG/OFgCRu83VcZAHwMAhCAOPU35HKHMd+E8p8clYYnMJl3UIaAmiHIAQwZpHu1MlY9u1Aes5BflQad/4O4hCgLQQhgJGjKZLgTV9KYBO86TFpXGImX6BCHAL8DkEIIAsKmsz1py8lmHSzIf23c+9jWSnA/yAIAWTETkE+CWHOTWJLG0nPLdx/87COBgBBCCA/7pbUP8OY7aOYb38VBiZzxyuQhiBrCEIAmQp2pA5PYF/rSU/cw806wFc06bsgAD1BEALIF0XIrO70pQQTN0sSmKRefUHgMTkE+UEQAsidnYKsDGGyxrNpRUL/7dyhUoQhyAuCEAAIIcTPlto9lv0omJ6Vxcfs4W7UIQ5BLhCEAPC7GC/6Yjwb7Ej128YtO8038/ouCED3EIQAcA8Llizrx5yZxObXksCt3M6bmBqCkUMQAoAWnpbU2hHM34Ywi47zo9K4y9WIQzBaCEIAeKAIN+pMHDvekx6ayi08gpvRgHFCEALAw5jQZGEAnRNvUtVMemzh1ubiZjRgbBCEAPBoSguydgSzLZL57pIQvhNPsQCjgiAEgMcV4kT9EsPO8aXH7uZeyeYrcTMaMAoIQgB4AjRFZnWnL8abmDGk5xbcjAaMAYIQAJ6YvSlZPZjZE8UmFQiDkrlj5QhD6MAQhADwlPo4UFnj2TcD6EkZ/BtYUwodFoIQAJ4eRch0H/riZLaZJz22cNsKBH1XBPDEEIQA8KzsFOSHocz6cGbJSSFmD1fSgCOl0JEgCAGgfQxzpU7HssGOVN9t3I+XcbkhdBgIQgBoN+YsWdaP2RvF/nRFGLGDu1qDNIQOAEEIAO0sqBN1OIad1IUemsotO82rcd4QDBuCEADaH0uThQH0sYnskTIxZDt3shJTQzBcCEIA0BVvayo9iv2/vnRMOrfwCF/P6bsgAG0QhACgWwne9LlJJlXNJCiJyyjG1BAMDoIQAHTO2ZysHcF8Hcq8eIhPzORvN+u7IIC7IAgBQCLjPKlLk9muNiQoiVubiyU0YCgQhAAgHQuWrAxhtkQyfzkvjE/nbtThSCnoH4IQAKQ22Jk6E8cOc6X7b+dWXxBw7T3oF4IQAPTAhCaLetO/TGCTC4VhO7hfqxGGoDcIQgDQGx8bKjOafb47HZbKLT7BN/P6LghkCUEIAPpEETLXn86JN8mrJcHbuSN4tCFIDkEIAPqntCBbIpg/9aUn49GGIDkEIQAYisSu9IV4tk5N+mzlDpViaggSQRACgAGxNyX/CGO+G8JM288vPIKzhiAFBCEAGJwxHtTpOLaongRv587cxtQQdAtBCACGyMmMJEUyH/Sjx+7mlp3meaQh6AyCEAAMV4I3fWIie/CWOCyVy6tFGIJOIAgBwKB5WVGZ0ewLvvTQVO7Hy7hDKbQ/VhdvyvN8enp6ZmZmeXl5jx495s+fb29vr3mppKTkyy+/LCkpiYiIeOGFFyiK0rRv27Zt+/bttra2CxYs8PPz0zTevn37yy+/vHbt2pAhQ1555RWW1Um1AGDgNNcaDnWlZh7gtxcKPw1jlRb6rgmMiE5mhLdv316yZImrq2tUVNTRo0eHDh3a1NRECGlpaQkLC6urq5swYcKqVas+/fRTTf/169e/+uqro0eP7tSp05AhQyoqKgghoiiOHj36+vXr8fHx//73vxcvXqyLUgGgo+hpRx2dwA5wooK3q5MLMTWE9iPqgCAIrdvNzc3W1taHDx8WRXH9+vUBAQGa9qysLFdX15aWFlEU+/bt+69//UvTPn78+JUrV4qimJGR4ebmxnGcKIq//vqrlZVVbW2t1t3l5ub6+Pg8sqoHfTu0Owy1ZOQ51EfKhO6b1DP3c7Ut0u1UnkOtFyqVSuI96mRG2HrAkxCiUqkaGxudnJwIIUePHg0LC9O0DxkypLKy8vr1683NzWfPnh0xYoSmffjw4UePHtV0Hjp0KMMwhJAePXpYWFjk5OTooloA6FgGOVNn41h7UxK0lcu6hRU08Kx0e9ZNFMV58+ZNnTq1e/fuhJDS0lJfX1/NSwzD2Nvb37p1y8zMTBRFB4NHtOEAACAASURBVAcHTbuTk9OtW7c0nVsbCSGOjo6a9vvV19eXlpZOmjSptSUuLi4uLu7+bncnNOgOhloych7q5YFkhCM9bb/JRA/+z705U0a3u5PzUEusvr6+Hd/NzMzsketLdBuEb775ZnFx8Z49ezRfmpubq9W/30OwqanJwsLC3NycENLS0nJ3o6ZzVVVVm85a92Jubm5tbT116tTWlgEDBtzfmef5B70DtC8MtWRkPtQTu5FQdzLvMDUig/13GNXHQYdBJfOhlpIgCO041DT96AOfOgzCRYsWHT58OCMjw8rKStPi7u6en5+v2a6qqqqrq3N3d3dwcDAzM7tx40anTp0IITdu3HB3d9d0Pnv2rKZzS0tLWVmZh4eH1h3RNG1paZmYmPjwemiafpwRgWeHoZYMhtrFgmwbRW++LkTv4d8MYN4JohndpCGGWjLSD7WudvbHP/5x9+7d6enpdnZ2rY3x8fHp6emaRaHr1q0bPHiwm5sbTdNxcXFr164lhDQ2NiYlJcXHxxNCYmNjDx8+XFBQQAjZunWrh4dHQECAjqoFgA4twZs+OpHdXSSE7eCu4bp7eEI6mRHm5+d//PHHLi4uAwYM0LR89dVX0dHRffv2nTp1anBwcM+ePc+cObNt2zbNq8uWLYuIiDh37lxxcbG/v39MTAwhpHPnzu+8887gwYP79u174sSJtWvX4gA9ADxIZytqXzT71QVhcAr3cX9mrj9mb/C4KFFs/7+e1Gr1zZs3725xdnZuPUB6+fLl0tLSvn372tratnZobGw8ceKEra1t79697/7G/Pz8goKC3r17371wpo28vLyoqKjc3NyHV6VSqaytrZ/4h4Enh6GWDIb6fherxJkHeKUF+Xu7XnePoZZMXV1da15IQ0sQ1tfXb9++PTMz8/z58+Xl5QqFwtnZeeDAgaNHjx49erTmegaDgiA0NBhqyWCotVILZPlZ/sfLwvdDmAmd22dqiKGWjPRBeM9HpLKy8s0333R3d58xY8bevXvt7OwGDRoUFBSkUCj+/e9/jxs3ztvb+7PPPmtubpayRACAJ2JCk2X9mKRI9u1jwqwDfB2edw8P9fs5wsOHD0dHR3ft2vXDDz+Mj49vs0RTFMVff/1148aNX3311XfffXf06FFnZ2fJqwUAeFyDnanTcew7x/igrdy/hjNhrlhkANr9HoSiKK5bt278+PFa+1EU1atXr48++mjp0qX/+Mc/OI6TqkIAgKdkbUJ+GMqkFApT93Ev+9F/6sfo6OIK6NB+D8KhQ4c+zjcoFIp58+bprB4AgHY2oTM9wJmesZ+L3MX9N5xxs0AYwj2wwhgAjJ+rOdk7jh3rQQdv43YX4UJDuMcDryPMzc3duXNnQUFBY2Pj3e0//PCD7qsCAGhnFCGLetODnKnpB/j4LtRnAxkTTASAEPKgIFyzZs38+fN5nndxcbG0tJS4JgAAHRmupM7EsbMOcJG7uJ/DGXdLHCYFbUEoCMJbb70VFxf3ww8/aO7/CQBgNJzMyK6x7FcXhJBk7u/D2HGeyEK503JooLKysq6u7r333kMKAoBRoghZGEBvGMm+ks0vPMKr8bh7edMShI6Ojkql8kEP/wMAMA5hrtSZODa3VhyayhWosIJGvrQEIU3TX3zxxZIlS65cuSJ9QQAAknE0IzvHsNO60aGp3M6byEKZ0r5YZvLkybt37+7Vq5eXl1ebA6QnT56UpDAAACloDpMOdqGm7uP3eFGrBjIKrCaVGe1B+Oqrr/773//u1auXj4+PQqGQuCYAAIkNcKKOT2RfyOKGpnIbRzLe1lhBIyNagrCuru6nn3764IMPli1bJnk9AAD64WhGUsewX10QBiZz3w1hJntjYigXWv5LNzY2CoIwYcIE6asBANAjzWHSnWPYRceFhUf4FqwmlQctQejk5BQYGHj69GnpqwEA0LsQJ+p0HFvSQIakcPlYTSoD2s8Rfv311y+++CLLsqNGjbKwuOcZz/b29pIUBgCgN7YKsimCaT1MmoDDpEZNexBOmTKlrKxs9uzZ9790/xPtAQCMj+Yw6RBXakomn1EsrgjUd0GgM9qDcOnSpfX19RKXAgBgaPo7Uqfj2JcP8ZEZii2jxG42WE1qhLQH4WuvvSZxHQAAhslWQTZGMKtOtQxK4b4NZRK74jCpscF/UQCAR6AIme/L7R7LLjkpvJLNN/P6Lgja1e9BmJWVtWnTJkF4xHrhhoaGL774oqioSMeFAQAYlmBH6nQcW91CQlO5vFqsljAevwehmZnZggULevXqtXLlyqtXr7bpx3HcyZMn3377bW9v7zVr1piZmUlbJwCA/tmYkI0jmVf86cEp3IZruMzQSPx+jnDgwIG5ubl/+ctfPv/88/fff9/BwcHX19fBwYHjuPLy8suXLzc0NHTv3n3ZsmUvv/wyyz7w0fYAAMZtrj/dz5Gakslnl4mfD2RMGX0XBM+Guv9yiKampp07dx44cODcuXOVlZUMwyiVypCQkMjIyBEjRlCUwS2aysvLi4qKys3NfXg3lUplbW0tTUkyh6GWDIZaMvcPdU0LmXOQv9Ugbolk3CwM7hdjx1VXV2dlZSXlHrVM7MzMzOLj4+Pj46WsAwCgY7FVkC2RzF/OCQOT+U0RzGBnZGFHhVWjAABPiSJkUW/6x6FM3F5uzWWcMuyoEIQAAM8kypPKjmFXXxReycZ9ujskBCEAwLPysaGOTmArm8jInVxpo76rgSeEIAQAaAdWJmRLJBPjRQ/Yzh0rx1WGHQmCEACgfWhOGf5tKDNxL/ePqzhI2mEgCAEA2lO0J3VwPPvZeeGVbF6NNOwIHnZdfFNTU2lpaZubrnXt2lXHJQEAdGy+ttSxieysA3zELm5zBOtiru+C4KG0B+G1a9def/31tLS0+1/C8wgBAB7J2oRsHcX85ZwwIJnbEsGEOOEqQ8OlPQgTExMLCws/+ugjX19fmsbhUwCAJ6Y5ZdjTnozfw30awrzgi9+lBkpLEKpUqjNnzmzYsCExMVH6ggAAjEmMF31wPBW7lz9SLn4TypggDQ2Plv8mPM8TQrp16yZ5MQAARsjPljo2kb3VQCJ3ceW4ytDwaAlCOzu7iIiI9PR06asBADBKNiZk2yhmsAsVksydqsRKC8Py+6HR27dvFxQUaLZff/31+fPn19fXjx071sLC4u5vCA4OlrI+AADjwFBkZQjT10EYk8b9dTAz0wcHSQ3F70GYkpIyZ86cu19bsWLFihUr2nwDVo0CADy1KV3pHnZU3F7+YpW4vD/DYDGpAfg9CMPDwzdt2qTHUgAA5CCoE3U8lp26jxufzv0cztqb6rsg2fs9CLt06dKlSxf9VQIAIBcOpmT3WPb/TvIDkrlto5gAe0wM9Un7QerRo0efP3++TWNOTk7//v11XxIAgPHTnDL8KJiO2MUlXcet2PRJ+wX158+fr6ura9Ooub5Q9yUBAMjFc93oHnbUpAz+RKW4oj9DY2aoD0+wbOny5cvOzs66KwUAQIb6OFDHJ7InKsSYPVx1i76rkaV7ZoQ///zzF198QQi5c+fOnDlzrKysWl+qq6vLzc2dPn261AUCABg7RzOSPpZdeoofkMxtH8X0tMPEUFL3BKGtra3m4RIXL150d3d3cHBofcnGxmb+/PkvvfSS1AUCAMgAS5OVIUygvRC+k/t+CBPXBVcZSueeIIyOjo6OjiaEJCYmLlu2rGfPnnqqCgBAjqb70D42VEImf6GKLO2LM4YS0b5YBhcUAgDoxUBn6ngsG7eXu1Ij/jSMMWX0XZAMPHD2fenSpZdeeql///5KpbJv374zZ848ceKElJUBAMiTqzk5EM0KIgnfyVU06bsaGdAehOnp6f369duwYYOrq+v48eO9vLx27tw5ePDgdevWSVwfAIAMmTLkv+HMaA9qcAp3pQY3ttQtLYdGBUF45ZVXgoODk5OTW9fL1NXVzZw5c8GCBXFxcZaWltIWCQAgOxQhy/oxXlbC8B3cpgg2zBVnDHVFy4ywrKyssLBw1apVd68atbKyWr16dW1t7eXLlx/nfV966SV3d3cLCwt/f/9//vOfre3bt2/38fGxsbGJiYmpqKjQNDY0NMycOdPOzs7T0/OHH35o7ZyZmdmzZ08bG5uIiIgbN2485Y8IANBhzfGl141gEzK5/+bh7jO6oiUIbW1tWZY1MzNr065p6dSp0+O873PPPXfy5Mna2tpvvvlmwYIFmlvSlJWVzZw58/vvvy8vL+/UqdMf/vAHTefly5eXlJTcvHlz586d77///tmzZwkh9fX1CQkJH3744e3bt4OCgubOnfssPycAQAcV6U5ljmP/76Sw7DSv71qMlKjNrFmzEhISOI5rbREEYeHChSNHjtTa/+H8/f2TkpJEUfz8889Hjx6taczNzTU1Na2pqRFF0cXFZe/evZr2uXPnvvHGG6Iorl27tm/fvprGyspKExOTGzduaH3/3NxcHx+fR5ZRW1v7FMXDU8BQSwZDLRm9D3VJvRi8TT07i2vh9VuIzqlUKon3qP3yiYCAgOXLl/v6+sbExCiVysrKyt27d+fl5b355puffvqppk9UVFRQUNBDIvbXX3+9du3agQMHrKysxowZQwi5cuVKYGCg5lUfHx+apgsKCjp37lxWVtbaHhgYuHPnTk3n1vd3cHBQKpW5ubmenp7tkf4AAB2M0oJkjWen7eejdnNbIlk7hb4LMiLag/Dzzz+vqampqalZvXr13e0rV65s3XZwcHh4EGZlZaWnp587dy4+Pl6hUBBCqqqqlEplawcbG5vbt29bW1sTQjT/TwixtbWtrKzUdL77Hm+azlp3VFdXl5+fT1G/nUmmKGr58uWvv/56m2719fWtfUCnMNSSwVBLxkCGeu0g8v4ZNjRZ2BLW4mWkyxbr6+vb8d3MzMxYVnvStdL+8pUrVwThESdmLSwsHt5h/vz58+fPb2pqCgkJ8fPze/nllx0cHFQqVWuHmpoaR0dHR0dHQkhtba3mDaurq52cnAghDg4OhYWFrZ2rq6s1Pe9nZWXVtWvX3Nzch9cjiuLdyQq6g6GWDIZaMoYz1N+FkdUXhNH76G2RTIiT/rNZFyQeau1BaGtr2147MDMzCwoKKigoIIT4+vru2rVL056bmyuKYufOna2trZVK5fnz511dXQkhOTk5vr6+ms6pqamazpWVlWVlZd27d2+vqgAAOq6FAbSfHTVhD/f9UGZiZ9yV9Fk9cAQbGxvXr1+/dOnSRYsWaVpOnDjxmNdOVFdXb9y4sbS0VKVSJScn79ixY9SoUYSQ6dOnHz16NC0traGh4cMPP0xISLCxsSGEvPjiiytWrKiurj516tTmzZtnz55NCImLi7tx48b69esbGxs/+uijiIgIDw+PdviJAQA6vrEe1O4o9vVfsJS0PWhdQnP9+nUfHx9CSKdOndzd3TWNixcvDgkJeZwVONXV1ePGjVMqlQ4ODgMGDNiwYUPrSzt27OjRo0enTp3i4+MrKys1jQ0NDS+++KKjo6O3t/c//vGP1s5ZWVlBQUH29vZRUVFFRUUP2h1WjRoaDLVkMNSSMcyhLqoT+mxVv3yIUxvRUlLpV41Soqjl5j2RkZGlpaVbt24tKSmZMWNGUVERIeTUqVMhISG3b9+2t7eXOq4fKi8vLyoq6pHnCFUqVeuSHNApDLVkMNSSMdihVqnJ1H0cL5JNEayNib6raQ91dXUSnyPUcmhUpVLt37//iy++8PX1vXuVVLdu3URR1IQiAAAYAmsTkjyK7WpNDUvlbtbjrqRPQ3sQCoJw/wm5pqYmQgjHcVLUBQAAj4elyXdDmDm+dGgKf+Y2svCJaQlCZ2dna2vr7OxsQsjdM8Jdu3aZmJhg6SYAgAFaGEB/OYgek8btvIksfDJaLp9gWXb27Nnvv/9+p06dNNdRNDU1bd269Z133pk+fbqBXEkDAABtxHvT7pbUpAzu//owC3risorHpf06wpUrV+bn5yckJNA0TVGUjY2NWq0eMmTIl19+KXF9AADw+AY5U9kxbHQ6f7VG/OsghjbOC+7bmfYgNDc3T01N3b9//+7duysqKmxsbEaMGDFhwgSaxp8YAAAGras19UsMG5fBJWTy/xnBWDzi/mLwgCDUCA8PDw8Pl6wUAABoF/amZE8U++JBfuQuLnkU62Ku74IMm/YgLCoqOnjwYHFxsSiKSqUyNDS0W7duElcGAABPTUGTtSOYD0/zoSncjjFMDzscJH2gtkHY0NCwYMGCtWvX3n3TbYqiJkyY8NNPP939zHoAADBkFCHL+jHe1kL4Tm79SDZciSzUrm0QPvfccykpKdHR0YmJiV27dqVp+saNG8nJyRs3boyKivrll18e+TwLAAAwHM93p31sqMRM/pMQelZ3rPPQ4p5U279/f0pKysqVK1tvtE0ICQ0NnTp1akxMzPTp09evXz9z5kzJiwQAgKc3xIXKGs+MS+dPVYpfDmYwMWzjnr8OkpKS/Pz83nvvvfv7TZs2beTIkUlJSVIVBgAA7cbHhjoygT19W5y6j2/C8yrudU8Qnjt3bsyYMQ96CnNUVNTZs2clqQoAANqZgylJH8tyAhm3m6tV67saQ3JPEFZWVrq5uT2oq7u7e0VFhe5LAgAAnbBgyeYIpqc9NXInV96o72oMxj1B2NjYqFAoHtTV1NS0oaFB9yUBAICu0BT5JpRJ8KYHp3DXanFXUkLuXzV6+/bt/Px8rV3Lysp0Xw8AAOjcot60lQkZvpNPG8MEdpL76pm2Qbh8+fLly5frpRQAAJDMgp60vSmJTOO2RbKhLrLOwnuCcNGiRbW1tfoqBQAApDStG22roGL3cv8ZwY7xkG8W3hOE8+fP11cdAAAgvWhPKnU0G5fBfTmISewq08vtcZsYAABZG+hM7Y1ix6XzVS3kFX85ZqEcf2YAALhbL3vqQDTzeY6w+IQcL7ZHEAIAAPG2pg6OZ9OLxDeO8ILMrqpAEAIAACGEuJqT/dHsmdvi81m8Wnh0f6OBIAQAgN/YKUj6WPZOsxifwTdy+q5GKghCAAD4nQVLkkexjmZk7G6upkXf1UgCQQgAAPdgafJTGNPfiRqaypU0GP8JQwQhAAC0RRHy+UBmhg89LJU3+luSIggBAEC7Rb3ptwPp4Tv583eMOQsRhAAA8ECv9qRXDaBHpXG/lBltFiIIAQDgYZ7rRv8czk7K4HYXGWcWIggBAOARItyolNHsnIPcxnwjvMAQ9xoFAIBHG+D0v1uSNpN5PYxqEmVUPwwAAOhOL3sqK5r54oKx3ZIUQQgAAI+rizV1aDybXiS+/ovx3JIUQQgAAE/AxZzsj2bP3hFnGcstSRGEAADwZOwUJCOKbeDIpAzOCG5JiiAEAIAnZsqQzRGMkxllBLckRRACAMDTYCjyUxgT0vFvSYogBACAp0QR8tn/bkma12FvSYogBACAZ7KoN/1OED2iw96SFEEIAADPan4P+uvB9Jg07nAHvCUpghAAANpBXBf6n8PZSRnc3uIOloUIQgAAaB9jPaitkeyMAx3s9twIQgAAaDdDXKhdY9jZWVxyYYe52B433QYAgPYU7EjtHMNGp3MiIbGdO8B0C0EIAADtrJ8jtWssG53OCSKZ1MXQsxBBCAAA7a+vA7VrDDt2N9fIkek+Bp2FCEIAANCJPg7U/mh2VBovEjLDgLMQQQgAALrSw47KiGJGpfGCSGZ1N9AsRBACAIAO+dtRGeOYUbt4QSQv+BpiFiIIAQBAt/xsqYxxTOQuvoEjr/Y0uCxEEAIAgM752lIHxzMjd/EiIQsMLAt1Xs2NGzcqKirubjl37lx6evqdO3fubqyrq9u7d++JEydE8Z77EVy6dCk9Pb20tFTXdQIAgE51sab2RzNf5AhfXzSsa+11G4R79+719vZ+9913W1vmzp0bGxv77bff+vv7Hzp0SNN4+fJlX1/fL774Yvbs2ePHj+e43x54vGTJksjIyO+++y4wMHDHjh06LRUAAHStsxW1P5pZfVFYfcGAslCHQVhfX//uu+9OnTq1teXUqVNJSUknTpxISUn54IMP3nvvPU37hx9+OG3atLS0tJMnT+bn56ekpBBCCgoKVq9efeTIkeTk5G+//fatt95qM1kEAIAOx8uK2h/NfPOr8Mk5Q8lCHQbhe++9N3fuXE9Pz9aWbdu2jR071tHRkRAyffr0Y8eOlZSUCIKwbdu2GTNmEELMzMzi4+O3bt1KCNm+ffvQoUO9vLwIIbGxsSUlJTk5ObqrFgAApOFpSe2PZv55VVh+1iCyUFeLZX755ZezZ89+/fXXS5YsaW28efNm586dNdt2dnY2NjZFRUUMwzQ3N7e2e3l5ZWdnE0KKiopaGxUKhVKpLCoqCgoKun9fgiDU19dv2rSptaVv377dunW7v5sgGMSgGz0MtWQw1JLBULcvN3NyYBw9Kk3gBXFpH+rul9p3qGn60fM9nQRhQ0PD3LlzN27c2KaC5uZmlv19jwqForGxsbm5mRBiYmKiaTQ1NW1qatLaWdN+v6amJpVKtXHjxtYWjuPc3d3bdGtubm7dC+gUhloyGGrJYKjbnR1Fdo6kojOZFrW4JJBvbW9qarr7l/8zUigUj3w3nQThunXrOI77z3/+Qwg5cOBAfX39qlWr3n33XaVSefv2bU0fnuerqqrc3NxcXFwoiqqsrLSysiKEVFRUKJVKQoirq+v58+db37O1/X4WFhaurq5JSUkPr4rneQsLi3b5AeHhMNSSwVBLBkOtC10syP7xJDKN42h2ZQijaRQEQeKh1sk5wn79+s2ePdve3t7e3t7MzEyhUNja2hJCBg8enJWVpVnzcujQIScnpy5dupiamvbr1+/AgQOa7z1w4EBoaCghJDQ09NChQzzPE0IuXrzY1NQUEBCgi2oBAEBfnM1J5jg27aa46Dj/6N66oZMZYf/+/fv376/ZrqqqKi0tnTt3LiEkNjZ26dKl8+bNGz58+J///Oc//OEPmkMN77333htvvEHT9NWrV48fP/6vf/2LEDJixAh3d/cZM2bExsauWrVq/vz51tbWuqgWAAD0yMmMHIhmR6dx7x7jVw1kpC9A5xfUjx07NiEhQbOtUCgOHTrk6Oi4Z8+epUuXvvPOO5r2xMTEv//971lZWU1NTUeOHNEsK6Uoas+ePX5+fmlpaXPnzl2xYoWuSwUAAL2wNyV7x7EHS8W3j+lhXkgZwcV5eXl5UVFRubm5D++mUqkwp5QGhloyGGrJYKglUN1Cxu7mAmy4NSPMqEd3bzeGdcM3AACQLTsFSR/Lnq+i5mXzgoRzNAQhAAAYClsF2TGSu1ojzjssXRYiCAEAwIBYMOKOMWxejThXqnkhghAAAAyLJUt2jGELVOLMAzyv+yxEEAIAgMGxYEnKaLa8SZxxgOd0fG87BCEAABgiC5bsGM3WqcXpOs5CBCEAABgoU4YkRbJNPHluP6/WWRYiCAEAwHApaLI5glELZFIG16ybq+0RhAAAYNAUNNkUwZjQVLxushBBCAAAhk5Bk40jGVOGisvgmto7CxGEAADQAZjQZMNIxoqlpu9v5yTU1RPqAQAA2pcJTX4OZw6XtfOlhZgRAgBAh8HSZLiyne/IjSAEAABZQxACAICsIQgBAEDWEIQAACBrCEIAAJA1BCEAAMgaghAAAGQNQQgAALKGIAQAAFlDEAIAgKwhCAEAQNYQhAAAIGsIQgAAkDUEIQAAyBqCEAAAZA1BCAAAsoYgBAAAWUMQAgCArCEIAQBA1hCEAAAgawhCAACQNQQhAADIGoIQAABkDUEIAACyhiAEAABZQxACAICsIQgBAEDWEIQAACBrCEIAAJA1BCEAAMgaghAAAGQNQQgAALKGIAQAAFlDEAIAgKwhCAEAQNYQhAAAIGsIQgAAkDUEIQAAyBqCEAAAZI3V0ftu3LixoKBAs21vbz937lzNdkVFxbfffltWVhYeHp6YmNjaf8+ePcnJydbW1vPmzevSpYumsba29ptvviksLBw8ePCsWbNoGrENAADtTFfR8ve///3IkSNVVVVVVVW1tbWaRrVaHRYWVlBQMGDAgCVLlnz55Zea9q1bt06fPj0oKIjn+UGDBt25c0fTPnbs2FOnToWGhv71r3/94x//qKNSAQBAznQ1IySETJs27e45HyEkJSWFEPLPf/6ToigvL6/nn3/+tddeY1n2008//eSTT1566SVCyIULF/71r3+99dZbWVlZ+fn5WVlZJiYmffv2DQsLW7JkiaWlpe4KBgAAGdLhwcYdO3b86U9/2rhxI8dxmpbs7Ozw8HCKogghw4cPLy0tvX79ektLy4kTJyIiIjR9Ro4cmZ2dTQg5fPhwWFiYiYkJISQoKMjExOT8+fO6qxYAAORJVzPCPn36mJqaMgyzYsWKr7/++sCBAyzLlpaWdu/e/bcds2ynTp1u3bplZmYmiqKjo6Om3cnJ6datW4SQ0tLS1kZCiLOzs6b9fg0NDaWlpfHx8ZovKYqaOnXquHHj2nRrbGxkGKZ9f0zQCkMtGQy1ZDDUkmloaGjHFSEKhYJlH5F0ugrCVatWaTbeffddPz+/5OTk+Ph4U1NTtVrd2qe5udnMzEyhUBBCWttbWlrMzMwIIaampo2NjW06a92XqamptbX1lClTWluCgoLu76xWqx/0DtC+MNSSwVBLBkMtGY7j2nGoNccgH06H5wg1LCwsevToUVhYSAhxc3O7efOmpr2mpkalUrm7uzs5OSkUiqKiok6dOhFCioqK3NzcNJ0vXLig6axWq8vKytzd3bXugmEYS0vLNucj70fTNNadSgNDLRkMtWQw1JKRfqh1sjO1Wt06mSssLDx+/Hjv3r0JIbGxsbt3766qqiKEbNiwoX///u7u7jRNT5gwYf369YSQ5ubmpKSk2NhYQsiECRMOHTpUXFxMCElNTXVxcQkMDNRFtQAAIGc6mRFWVlb27Nlz4MCBKQJw9AAAAfJJREFULMtmZ2c///zzmrUwAwYMiI6OHjhwYO/evQ8cOLBp0yZN/2XLlkVERFy6dKmwsNDd3V0ThN26dZs3b15oaOigQYP27du3Zs0a/DkGAADtjhJFURfvW1xcnJOTIwhCQECAl5fX3S+dOnWquLh40KBBzs7OrY01NTXZ2dl2dnaDBw++O/BycnLy8/M1c8cH7SsvLy8qKio3N/fhJalUKmtr66f9geAJYKglg6GWDIZaMnV1dVZWVlLuUVdBKCUEoaHBUEsGQy0ZDLVkpA9CHGwEAABZQxACAICsIQgBAEDWEIQAACBrCEIAAJA1BCEAAMgaghAAAGQNQQgAALKGIAQAAFlDEAIAgKwhCAEAQNYQhAAAIGsIQgAAkDUEIQAAyBqCEAAAZA1BCAAAsoYgBAAAWUMQAgCArCEIAQBA1hCEAAAgawhCAACQNQQhAADIGoIQAABkDUEIAACyhiAEAABZQxACAICsIQgBAEDWEIQAACBrCEIAAJA1BCEAAMgaghAAAGTNGILQ2dl5+vTpj+xmZmYmQTFAMNQSwlBLBkMtGVNTU4n3SImiKPEuAQAADIcxzAgBAACeGoIQAABkDUEIAACyhiAEAABZQxACAICsIQgBAEDWEIQAACBrCEIAAJA1BCEAAMgaghAAAGTt/wGWU+9BI1Ml7gAAAABJRU5ErkJggg==",
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],
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"source": [
"plotdepthprofile(dummy, grd, lonlat=(-30,30))"
],
"metadata": {},
"execution_count": 13
},
{
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"source": [
"---\n",
"\n",
"*This notebook was generated using [Literate.jl](https://github.com/fredrikekre/Literate.jl).*"
],
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