diff --git a/book/chapters/dataloader.ipynb b/book/chapters/dataloader.ipynb index a1bdb2d..845ba47 100644 --- a/book/chapters/dataloader.ipynb +++ b/book/chapters/dataloader.ipynb @@ -76,7 +76,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 1, "id": "e3021b6b-d5b8-4c06-9b2d-05e1ccceb286", "metadata": { "tags": [] @@ -86,6 +86,8 @@ "name": "stdout", "output_type": "stream", "text": [ + "\n", + "Jupyter Notebook running Python 3\n", "List Oregon Slope Base Profiler streams:\n", "\n", "ooi-data/RS01SBPS-SF01A-2A-CTDPFA102-streamed-ctdpf_sbe43_sample\n", @@ -271,6 +273,20 @@ "- pco2w" ] }, + { + "cell_type": "markdown", + "id": "c2083153-23d1-4cf1-adf2-1013abb643a5", + "metadata": {}, + "source": [ + "## XXX This Section In Development XXX\n", + "\n", + "\n", + "(This code will do the data load as a cycle through the various instruments.)\n", + "\n", + "\n", + "Scroll down past this to continue: Sequence of instrument-based data loads." + ] + }, { "cell_type": "code", "execution_count": 11, @@ -358,6 +374,14 @@ " " ] }, + { + "cell_type": "markdown", + "id": "265eae5c-f3ab-468e-bb55-f89426f517e4", + "metadata": {}, + "source": [ + "# XXX End of In Development Section XXX" + ] + }, { "cell_type": "markdown", "id": "d10e5137-aa7c-4da7-bcf6-369f4c66695f", @@ -736,7 +760,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 11, "id": "eb92f3ef-c4d5-424d-8fd5-8d81ab996266", "metadata": { "tags": [] @@ -756,7 +780,7 @@ }, { "data": { - "image/png": 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", + "image/png": 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", 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1ws8//wx/f39Lh0ZERETlhE2s01RSGRkZcHd3R3p6Ouc0ERERkRZD8wSrn9NE5cfdu3cxfPhw1KhRAwqFAj4+PoiIiEBcXJymjCRJ2LZtm0nau3btGiRJwqlTpwotd/DgQUiShAcPHugca9asGWbOnKkpU9hr1apVAIAffvgB7du3h7u7O1xdXdGkSRPExMQgLS3N4Ni3bNmC8PBwVKpUCW5ubggJCcEvv/yiU+6HH35AYGAgFAoFAgMDsXXrVq3j8+bNQ8uWLVGhQgVUrlwZr776Kv7++2/N8ezsbEycOBGNGzeGi4sLfH19MWjQICQlJRUZ4/379zFw4EC4u7vD3d0dAwcO1LmG//nPfxAUFASFQoFmzZoZ/PkPHTqEoKAgODo6olatWli+fLnW8XPnzqFnz54ICAiAJEn49NNPDar3zJkzCA0NhZOTE6pVq4aYmBjk/39lUW3nl5aWhvfeew/16tWDs7MzatSogdGjRyM9PV1T5tq1axgyZAhq1qwJJycnPPfcc5gxYwaysrKKjLmonzHAx1ARmQqTJrIaPXv2xOnTp7F69Wr8888/2L59O9q3b29UMmEoQ/4xMkabNm1w+/ZtzatPnz7o3Lmz1r6+ffti6tSp6Nu3L1q2bImdO3fi7NmzWLRoEU6fPo1vv/3W4PZ+/fVXhIeH4+eff8aJEycQFhaG7t27IyEhQVMmLi4Offv2xcCBA3H69GkMHDgQffr0wbFjxzRlDh06hFGjRuHo0aPYs2cPcnJy0KlTJ2RmZgIAHj9+jJMnT+LDDz/EyZMnsWXLFvzzzz/o0aNHkTH2798fp06dwq5du7Br1y6cOnUKAwcO1CojhMDbb7+Nvn37GvzZr169ipdffhnt2rVDQkICpkyZgtGjR+OHH37QlHn8+DFq1aqF+fPnw8fHx6B6MzIyEB4eDl9fX8THx2PJkiVYuHAhFi9ebFTb+SUlJSEpKQkLFy7EmTNnsGrVKuzatQtDhgzRlLlw4QLUajW++uornDt3Dp988gmWL1+OKVOmFBqzIT9jPoaKyIREOZCeni4AiPT0dEuHQgW4f/++ACAOHjxYYBl/f38BQPPy9/cXQghx6dIl0aNHD1G5cmXh4uIigoODxZ49e3TOnTVrlhg8eLBwc3MTgwYN0qoLgAgNDdXb7oEDBwQAcf/+fZ1jTZs2FTNmzNDZP3jwYPHKK69o7Tt27JgAID799NMCr0FJBAYGiujoaM12nz59ROfOnbXKREREiH79+hVYx927dwUAcejQoQLLHD9+XAAQ169fL7DM+fPnBQBx9OhRzb64uDgBQFy4cEGn/IwZM0TTpk0LrC+vDz74QNSvX19r3/Dhw0Xr1q31lvf39xeffPJJkfUuXbpUuLu7i6dPn2r2zZs3T/j6+gq1Wl2stguyceNG4eDgILKzswsss2DBAlGzZs1C6zHkZ9yqVSsxYsQIrTL169cXkyZNMipmorLM0DyBPU1kFVxdXeHq6opt27ZpPQInr/j4eADAypUrcfv2bc32o0eP8PLLL2Pv3r1ISEhAREQEunfvrvM/6Y8//hiNGjXCiRMn8OGHH+L48eMAgL179+L27dvYsmWLGT8hsHbtWri6umLkyJF6j3t4eAD4d9jw4MGDBtetVqvx8OFDVKxYUbMvLi4OnTp10ioXERFR4OOHAGiGjPLWo6+MJEmaePWJi4uDu7s7nn/+ec2+1q1bw93dvdD2DVHQ5/rjjz+QnZ1donpDQ0O11niLiIhAUlISrl27ZnDbuUO1uefokztvws6u4Htx0tPTdX4OAQEBmDlzplbMhf2Mcx9Dlb9MYY+hIqKCMWkiq2BnZ4dVq1Zh9erV8PDwQNu2bTFlyhT8+eefmjKVKlUC8Cy58PHx0Ww3bdoUw4cPR+PGjVGnTh3Mnj0btWrVwvbt27Xa6NChAyZMmIDatWujdu3amvO9vLzg4+NTaKJgChcvXkStWrVgb29faDl7e3vN/BdDLVq0CJmZmejTp49mX3JyslGPHxJCYNy4cXjhhRfQqFEjvWWePn2KSZMmoX///oVOlkxOTkblypV19leuXLnA9g1V0OfKyclBSkqKyevNPWZo287OzqhXr16BP+fU1FTMmjULw4cPLzCWy5cvY8mSJTrLqjz33HPw9vYuMubceIvzGCoiKhiTJrIaPXv2RFJSErZv346IiAgcPHgQLVq00EygLkhmZiY++OADBAYGwsPDA66urrhw4YJOT1NwcLAZoy+aKOTRP3lVq1YNFy5cQKtWrQyqd/369Zg5cyY2bNigk6gY8/ihqKgo/Pnnn1i/fr3e49nZ2ejXrx/UajWWLl2q2T9ixAhNT6Grq2uBbRfVvj55682bQOj7XAW1aQxD6i2qTKtWrXDhwgVUq1ZNp/6MjAx07doVgYGBmDFjht4YkpKS0LlzZ/Tu3RtDhw7VOrZv3z5ERUUVGXP+fcb8HhBRwWxinSYqPxwdHREeHo7w8HBMnz4dQ4cOxYwZMxAZGVngOe+//z5++eUXLFy4ELVr14aTkxN69eqlM9nbxcWlWDHl9qikp6frDEk9ePAA7u7uBtVTt25dHD58GNnZ2UX2Nhlqw4YNGDJkCDZt2oSXXnpJ65iPj4/Bjx967733sH37dvz66696H1aZnZ2NPn364OrVq9i/f79WL1NMTAwmTJig0/adO3d06rl3716Bjz/SJ++djbltFvS57Ozs4OXlZXDd+RVUL/Bvj1NJ2n748CE6d+4MV1dXbN26Ve/vQFJSEsLCwjSL+BY35tx4i/MYKiIqGHuayKoFBgZq7uQCng1dqVQqrTK//fYbIiMj8dprr6Fx48bw8fEpdD5JLgcHBwDQqS+/OnXqQCaTaeZQ5bp9+zZu3bqFevXqGfRZ+vfvj0ePHmn10uSlb0mDwqxfvx6RkZFYt24dunbtqnM8JCRE5/FDu3fv1nr8kBACUVFR2LJlC/bv34+aNWvq1JObMF28eBF79+7VSQ4qV66sGfKsXbu2pu309HTNvDEAOHbsGNLT0416/FHeenN70Qr6XMHBwSVKRkNCQvDrr79qJdu7d++Gr68vAgICStR2RkYGOnXqBAcHB2zfvh2Ojo46ZW7duoX27dujRYsWWLlyJWSyor+ei/oZ8zFURCZm1unoVoJ3z1m/lJQUERYWJr799ltx+vRpceXKFbFx40ZRpUoV8fbbb2vK1alTR7z77rvi9u3bIi0tTQghxKuvviqaNWsmEhISxKlTp0T37t1FhQoVxH/+8x/NefruoMrOzhZOTk5i9uzZIjk5WTx48KDA+N59911Ro0YNsXXrVnHlyhVx+PBhERoaKho3bqz3Dih9d88J8ezuK7lcLt5//31x5MgRce3aNbF3717Rq1cvzV11N2/eFPXq1RPHjh0rMJ5169YJOzs78eWXX4rbt29rXnk/w++//y7kcrmYP3+++Ouvv8T8+fOFnZ2d1h1t7777rnB3dxcHDx7Uqufx48eaa9SjRw9RvXp1cerUKa0ySqWywPiEEKJz586iSZMmIi4uTsTFxYnGjRuLbt26aZW5ePGiSEhIEMOHDxd169YVCQkJIiEhodC6r1y5IpydncXYsWPF+fPnRWxsrLC3txebN2/WlFEqlZq6qlatKiZMmCASEhLExYsXC6z3wYMHokqVKuKNN94QZ86cEVu2bBFubm5i4cKFRrV97NgxUa9ePXHz5k0hhBAZGRni+eefF40bNxaXLl3SuoY5OTlCCCFu3bolateuLTp06CBu3rypVSavDh06iCVLlmi2DfkZf//998Le3l7ExsaK8+fPizFjxggXFxdx7dq1Aq8FUXljaJ7ApImswtOnT8WkSZNEixYthLu7u3B2dhb16tUT06ZN0/wDLoQQ27dvF7Vr1xZ2dnaaJQeuXr0qwsLChJOTk/Dz8xNffPGFCA0NLTJpEkKI//u//xN+fn5CJpMVuORAbnwxMTGiQYMGwsnJSfj7+4vIyEidf9RyFZQ0CSHEhg0bxIsvvigqVKggXFxcRJMmTURMTIxmyYGrV68KAOLAgQMFxhMaGqqzZAIAMXjwYK1ymzZtEvXq1RP29vaifv364ocfftA6rq8OAGLlypVaseh7FRafEEKkpqaKAQMGiAoVKogKFSqIAQMG6CyrUNDnuHr1aqF1Hzx4UDRv3lw4ODiIgIAAsWzZMq3jBcVd2M9YCCH+/PNP0a5dO6FQKISPj4+YOXOmZrkBQ9vOXaIi9zPkbhf2OVeuXFlgmbz8/f11lrgo6mcshBBffvml8Pf3Fw4ODqJFixaFLilBVB4ZmifwMSpERERUrvExKkREREQmxKSJiIiIyABMmoiIiIgMwKSJiIiIyABMmoiIiIgMwKSJiIiIyABMmoiIiIgMwKSJiIiIyABMmoiIiIgMwKSJiIiIyABMmoiIiIgMwKSJiIiIyABMmoiIiIgMYGfpAIiITOnIjSPos6kPstXZqOxSGWfvni1WPZt6b4KjnSNkkgwySQYJ0r/vJcng/ZIkQYIEAQEhhKZ+gWfvhRCa97nbgZUC4eLgUrILQUQmJ4m8f4vLqIyMDLi7uyM9PR1ubm6WDoeIzKjh0oY4f++8pcMoseNDj6OCogIAQIKkdUyS/t3Of0xfudyv+bzn5Z6bm7AZUo/eY/87T189RbWvrx5Tt5/3nzhD26/kUgkOcocCy1LZY2iewJ4mIrJpQgj8k/oPFHYKOMgd8H6b9/HWf9+ydFgl1uqbVpYOoVxL/SAVFZ0qWjoMsjJMmojIpnVf3x07Lu6wdBhUxsgkTvklXUyaiMimVXapbOkQ9Po76m+4OrhqtgsafipoyIjldcvnH2rTN0cs/3CdPoXVAwAuDi6wk/GfR9LFOU1EZPNy1DnIzMrEo6xH2HphK97b+Z5F4/F09MTt8behsFNYNA4iMozVz2m6du0aZs2ahf379yM5ORm+vr548803MXXqVDg4/DsBT9//SpYtW4YRI0aUZrhEZMXsZHZwd3SHu6M7WlRtUSptjnl+DOzl9rCT2WFw08Go61W30InGRGT7LJY0XbhwAWq1Gl999RVq166Ns2fPYtiwYcjMzMTChQu1yq5cuRKdO3fWbLu7u5d2uERkI4b9OMws9aZ9kAZPJ0+z1E1EtsFiSVPnzp21EqFatWrh77//xrJly3SSJg8PD/j4+JR2iERkgz7r/BnCvw0HALgr3JGuTDdJvYXNkSGi8sGqZrqlp6ejYkXdWzyjoqIwdOhQ1KxZE0OGDME777wDmazgOxuUSiWUSqVmOyMjwyzxEpH1eanWSxAz8kz0jTbNkJnXAi+Dy05+YTLmdpxrknaJyHpYTdJ0+fJlLFmyBIsWLdLaP2vWLHTs2BFOTk7Yt28fxo8fj5SUFEybNq3AuubNm4fo6Ghzh0xEVujB0wdYFr8MMkkGN4VlbvyYd3gexoeMh5ez4YkWEVk/k989N3PmzCITlvj4eAQHB2u2k5KSEBoaitDQUHzzzTeFnrto0SLExMQgPb3gLnd9PU1+fn68e46oDHqa8xQbz21EtiobkiRhyPYhlg4JABdHJLIlht49Z/KkKSUlBSkpKYWWCQgIgKOjI4BnCVNYWBief/55rFq1qtBhNwD4/fff8cILLyA5ORlVqlQxKCYuOUBUdrVd0RZHbhyxdBhlyst1XsaPb/zIBR6p3LDYkgPe3t7w9vY2qOytW7cQFhaGoKAgrFy5ssiECQASEhLg6OgIDw+PEkZKRGVBe//2TJpM7OeLP+Ne5j1UcTXsP6ZE5YXFFrfMHZKrUaMG1qxZA7lcrjmWe6fcjz/+iOTkZISEhMDJyQkHDhzA+PHjERkZic8++8zgttjTRFR+mWoiuCV1rNkRPq4+Ba6CrW9f3v3Gnje61Wi0829n4k9BZL2sfnHL3bt349KlS7h06RKqV6+udSz3L7K9vT2WLl2KcePGQa1Wo1atWoiJicGoUaMsETIRkUXsu7oP9yfeh4ejh6VDISrX+BgVIirTOn/XGb9c/sXSYZRInYp1cG7kOdjL7S0dClGZZPU9TURE5nA6+TTe3PomlDlKuDi44FTyKUuHZDR7mT3SJ6XDyd7J0qEQUR5MmoioTHl1w6u49uCapcMokWx1NlRCZekwiCgfJk1EZNN+vvgzuq7raukwsOqVVaigqADg2bzMvA/vbVKlCVzsXSAgIITQmoitb181t2pwkDvoNkJEFsWkiYhs2vt73rd0CACAyP9GFlnG0e7Z+nQStO/oy5tg6Tsul8lhL7OHvdweDnIHLAxfiN4Ne5csYCIyGpMmIrJpeR/Qa+2e5jw1ST19NvfB3YC7qORSyST1EZFhuNwrEdm0iXsnWjqEUje61Wh4Oxu2iDARmQ57mojIpvVr2A8nb5+0dBhGiWwWiRU9VugMyxGRdWNPExHZNFucML3q1CqkPUmzdBhEZCT2NBGRTRvzyxhLhwDg2R1yMkmG2w9v407mHZ3j7QPaQy3UEEJg2ovT4OXsZYEoiagkmDQRkU0b23osPjn6iaXDwJ93/tS8Hx40HMu6LuPwG1EZw8eoEFGZYi2PTUn9IBUVnSpaOgwiMgAfo0JE5dLNjJuWDgEA4LWg+MNvnWt3xo7+OyCTOO2UyJrwbyQRlSkrX1mJ6m7V4enoCR9XH0uHUyy7Lu3C/Sf3LR0GEeXDniYiKlNaVmuJG2NvaLalaOuYV9SzQU/IJBlkkgySJEGCBEmSnm3nez+y5UhOFCeyQpzTRERl2mdHP7OaO+zKqiouVXB9zHUo7BSWDoWoWAzNEzg8R0RlGhMm87uTeQePsh5ZOgwis+PwHBGRDVjUaRGquFQBoPuA37zyP+xX61gB55X0nBf9X+RwIpULTJqIiGzA+N3jLdZ2ZZfKSByTyOE3Kvc4PEdERIW6m3kXmdmZlg6DyOLY00REZYoyR4ltF7YhMzsTOeoci8XxQ58f4OnoqdkW+PeeGyGE1nZB+/PfpyMgtPblr0Nfvbnlc/cbWycAvFDjBS7USQQmTURUxoR/G47fEn+zaAyDmw7Ga/Vf42NUiMoYJk1EVKa0rt7aJElTw0oN0a5GOzjZO2F40HDU865nguiIyJZxnSYiKlN2XtyJl9e9bPJ670+8Dw9HD5PXS0SWx2fPEVG5ZI6ECQA8P/IsupCVGNZiGL7q9hWHB4lMjHfPERGVMf938v9w7/E9S4dBVOawp4mIypR+jfrh+7PfWzoMoznIHeBo5/jv8+nw7Fl0cplc8z73uXW57/O+8paJCYtBZZfKlv5IRGUOkyYismmJ6YkY+8tYPMp6BLVQY++VvZYOyWgVHCogcWwi50wRWTkmTURk07qt64Yzd89YOgwdx4YeA/BsXSS1UOu8BP7dH1Q1iAkTkQ1g0kRENm1M6zEYsn2IpcPQ4eXkhecqPmfpMIjIhCw6ETwgIACSJGm9Jk2apFUmMTER3bt3h4uLC7y9vTF69GhkZWVZKGIisjZvN38bYobQvLrV7WbpkDC/43wmTERlkMV7mmJiYjBs2DDNtqurq+a9SqVC165dUalSJRw+fBipqakYPHgwhBBYsmSJJcIlIiv30z8/WToETNo3CZP2TSrwuKOdIzImZcBebl+KURFRSVk8aapQoQJ8fHz0Htu9ezfOnz+PGzduwNfXFwCwaNEiREZGYs6cOVyokohs0tOcp0h6mAR/D39Lh0JERrD4Ok0fffQRvLy80KxZM8yZM0dr6C0uLg6NGjXSJEwAEBERAaVSiRMnTlgiXCIik6i9pDYcZztCMVuh81qRsMLS4RGRHhbtafrPf/6DFi1awNPTE8ePH8fkyZNx9epVfPPNNwCA5ORkVKlSRescT09PODg4IDk5ucB6lUollEqlZjsjI8M8H4CIrE597/q4kHLB0mEUKUedgxzk6D02ZPsQ9KjXA97O3qUcFREVxuQ9TTNnztSZ3J3/9ccffwAAxo4di9DQUDRp0gRDhw7F8uXLERsbi9TUVE19+h4DIIQo9PEA8+bNg7u7u+bl5+dn6o9JRFbqwOAD8Hf3R0WnijabdHz44oc2GztRWWbynqaoqCj069ev0DIBAQF697du3RoAcOnSJXh5ecHHxwfHjh3TKnP//n1kZ2fr9EDlNXnyZIwbN06znZGRwcSJqJzotbEXrqdft3QYhWpcuTH6NOwDCc/+I/lGozdQ07OmpcMioiKYPGny9vaGt3fx/oeUkJAAAKhatSoAICQkBHPmzMHt27c1+3bv3g2FQoGgoKAC61EoFFAoFMWKgYhsW1u/tvj9xu+WDqNQZ+6e0VqQc+r+qUj7IA2eTrbzUGCi8shic5ri4uJw9OhRhIWFwd3dHfHx8Rg7dix69OiBGjVqAAA6deqEwMBADBw4EB9//DHS0tIwYcIEDBs2jHfOEZFeR28dtXQIxfLDXz/ATvbsK7lz7c7wcdV/VzERWY7FkiaFQoENGzYgOjoaSqUS/v7+GDZsGD744ANNGblcjh07dmDkyJFo27YtnJyc0L9/fyxcuNBSYRORlXu+2vP49fqvlg7DaMN+HKa1fX/ifT5ahcjKSEIIYekgzC0jIwPu7u5IT09nDxVROSNFF3zTiLWqU7EOzo08x8UviUqJoXmCxRe3JCIqC1I/SEVFp4qWDoOIzIhJExGVaerpatzMuIkcdQ7UQg21UEMlVP++V6s024+yHmH5H8ux4dwGrTqa+zSHs73zs2VT/nfHW94/P3zxQyZMROUAkyYiKtMkSYKfe+FLjjzKeoRl8cuwMG4h7mbeBQBUd6uOSW0nYUiLIXC0cyyNUInIyjFpIqJyK0OZgS+Of4HFcYuR+uTZoroBHgGY/MJkDG46GAo7Ll1CRP9i0kRE5c79J/fx2bHP8Nmxz/Dg6QMAQO2KtTG13VQMaDyAE7CJSC8mTURUbqQ8TsEncZ9gyfEleJj1EADQwLsBprabir6N+mrWSSIi0offEERU5t15dAeL4hZhafxSZGZnAnj2KJNpL05DzwY9IZfJLRwhEdkCJk1EZNWEEEhXpmvuVlOpVdh5aSeUOUoICCz7Yxn+SPrDqDobVW6EfYP2QS6TI0OZobkLTibJ9L6XpP9t57tzjojKFyZNRGTV2q1sZ/JnyZ29exaVF1Y2WX0VnSoiaVwSJ44TlXFMmojIoq7ev4r/7PoPMrMztXpwct9b+8N3ASDtSRqy1dlQgEkTUVnGpImISlX/H/pj/dn1lg6jxA5FHoKzvTOEEAisFAgXBxdLh0REZsakiYhKlbUmTH+N+gsVHCpA4NnjOHMfyykgdN5Xc6sGB7mDxWIlIstg0kREJjVxz0QsOLLA0mEUaXSr0ajoVBEySYY3m7yJmp41LR0SEVk5Jk1EVCKrT61G5H8jLR0GBjUdpHmOXP4/c9Q5EEJonjc3PXQ6XvR/0dIhE5GNkURuv3MZlpGRAXd3d6Snp8PNzc3S4RCVKVK09d9636paK2zuvRlymRwySQa59L8/ZXK973OXGyCi8sHQPIE9TURU5h2/dRw1Pq1hcHlPR0/cHn+bSwgQkRYmTUTl3NOcp9h4biNy1Dl6F3DM3Zfb+3LkxhF8duwzS4dtVg+ePoBKqCwdBhFZGSZNROVcu5XtjF5R29aMDB6JIS2GaCWE+Yfg8q4R9Zznc+xlIiIdTJqIrJwQAncy7yD/9MPcW+MlSHr35x679/ge5vw2B0+yn0Dg38nQQgiohMpmE6agqkFanyfva2H4QnSt29XSIRJRGcOkiaiUJT1MQvTBaGSps/Qez1Hn4MDVA1CqlMhR5+DB0welG6AV+s/z/8GnnT+1dBhEVM4xaaIy7+zds3jrv28hS5Wl6YkAoPPQ1fw9MLnv8/di6OvdyF8ut4xK/ayed4LegW8FXwDAjIMzLHIdLO2TiE/gbO+suTst9061bHU25JJc87MQQuDlOi+jkkslC0dMRKSNSROZXbYqG8duHYNcksNB7gAHuYPmafVqoca2C9sQ82uMpcM0q69OfGXpEHSMbjUarg6ukMvksJfZw9XBFS4OLnB1cEUl50rwcfXRuv0+971MksHT0RNymVxTlxBCJ1HM+/Jx9YG93N6Cn5aIqOSYNJVBdzPvYmn8UtjL7KGwU8DRzhEVnSpCLdTIVmUjR52DbPX//vzftr59Wtvi3/3bLmxDg0oNAPw7nybvQ1bzb8cnxVvgKlifd1q8A0mScCntEvZd3Veqbbeq1gqv139dk9gMajoI1d2ql2oMRES2jklTGZCZlYkf/vpBsz1422Czt3kq+ZTZ27CkVa+swhuN39AMI3GhQyIiYtJkJXLnxKiECq5zXZGtzi71GIYHDYeD3AH2MnvYyexgL//fn3q2s9XZqOdVT+/DTQvaVgkVnuY8xZPsJ3iS80Tr/ePsx1DmKP/d/78/c8vk3Zd3O0edAwDY3Hszegb2LO1LRkRE5QiTplKgUqtwMe2iZqjrle9fwY2MG5YOC4s7LYaAgEqtwpAWQ1DRqaKlQyIiIrJaTJrMYMyuMRZfMXl+x/no26gvZJIMAHTu8KrlWUtrIi8REREVjklTMez4Zwe6re9m6TB05HyYw0SIiIjITGSWDsDWqNQq9NrUy9Jh6NjadysTJiIiIjNiT5OR5DI5alesjbN3z5ZquwObDMSa19aUaptERET0L4v1NB08ePDZgzP1vOLj/13XR9/x5cuXWypsqNQqXH9wvdTb/f3G7zrPHiMiIqLSY7GepjZt2uD27dta+z788EPs3bsXwcHBWvtXrlyJzp07a7bd3d1LJUZ95DI5jg49ivf3vA/gWRL1y+VfzN7usBbDuFYQERGRBVksaXJwcICPj49mOzs7G9u3b0dUVJROcuDh4aFV1tK+P/s9fr74c6m2+fGRjzGx7UQmTkRERBZiNRPBt2/fjpSUFERGRuoci4qKgre3N1q2bInly5dDrVaXfoD/o1KrMOvXWaXebjOfZkyYiIiILMhqJoLHxsYiIiICfn5+WvtnzZqFjh07wsnJCfv27cP48eORkpKCadOmFViXUqmEUqnUbGdkZJgsTkmS4CB3QJYqy2R1GuJCygUIIZg4ERERWYgkTDy7eObMmYiOji60THx8vNa8pZs3b8Lf3x8bN25Ez56FPwpj0aJFiImJQXp6utExpKenw83NrYhPULQcdQ7+uvcX7OX2cJA74NvT32LmoZklrjeviOci8EKNFzRPjx/VchS8nL1M2gYRERE961xxd3cvMk8wedKUkpKClJSUQssEBATA0dFRsz1r1iwsWbIEt27dgr29faHn/v7773jhhReQnJyMKlWq6C2jr6fJz8/PZElTXjnqHNjPKjxmQ6mmqzQreBMREVHpMDRpMvnwnLe3N7y9vQ0uL4TAypUrMWjQoCITJgBISEiAo6MjPDw8CiyjUCigUCgMjsFaSODQGxERkbWy+Jym/fv34+rVqxgyZIjOsR9//BHJyckICQmBk5MTDhw4gKlTp+Kdd96xmqTITmaHvg37YsO5DSWqZ3DTwZyvREREZMVMPjxnrP79++P69ev4/fffdY7t2rULkydPxqVLl6BWq1GrVi0MHToUo0aNgp2d4fmeod1uBVlzeg0Gbxts9HnGUk9XM3EiIiIqZRab02SNSpI0qdQquM5zxdOcp2aK7l9MmoiIiEqfoXkCZx0XQS6T47/9/gs7mR3sZHawlz27Y04hV8DRzhFOdk4ma0sWI4MULUGKljB131ST1UtEREQlx56mElILNeQxcpPWCQCejp5I/SCVPU9ERERmZrG758qDIzeOYMCWARBCQC3Mszq5SqjMUi8REREVD5MmI6nUKoR/G47H2Y/N2k6GMoO9TERERFaEc5qMJJfJsTB8odnbqe5WHeVg5JSIiMhmcE5TCZlyTtNHL30ECRIEBIa1GAZPJ0+T1EtEREQF45ymUuTh6IEHTx+UuJ6Jeydq3p+9exZrXltT4jqJiIjINDg8ZwKmSJjyO3LjCIfniIiIrAh7mkpIgoQ2fm1w5MaREte1sddGCAgIIdC9XndOBCciIrIiTJqMJIRAr029sOWvLSatt1vdbujdsLdJ6yQiIiLT4fCckdRCjeO3jpu83p/++clsaz4RERFRybGnyQBCCGQoMyDwbI7R0SFHsfPSTkiQoBIqDP9puEnayXsX3tfdvsawoGEmqZeIiIhKjksOFEEt1KiysApSHqeYKTr9KjpVRMr7KZzXREREZGZccsBE1EJdagnTc57PaZKkda+vY8JERERkRTinqQh2MjtMbDux6IImcPn+ZVxKu4RLaZew7cK2UmmTiIiIDMPhOSOp1Cq4zXcz+7PnqrhUwe3xt9nbREREZGYcnjMTuUwO3wq+uJR2yeR1vxv8LuTSs8ngk9tNZsJERERkRZg0GWDg1oH47s/vzNpGl9pdsLTrUrO2QURERMXHpEmPx9mPsfPiTgCASqjMljCJGWV+ZJSIiKjMYNKUj0qtQr0v6uFmxk2ztyVF/zv8NjtsNqa+ONXsbRIREVHx8O65fGSSDMG+waXe7mfHPuMDeomIiKwYe5rykSQJW/tu1WznqHPgPt/dLHfL9WzQE3KZHBIkzO04lxO/iYiIrBiTpnyEEAj/Nhz7ru4ze1sbe2+ETGJnHxERkS1g0pSPWqiRmJ5YKm3lfdZcfj/3/xld6nQplTiIiIioaFzcUo9sVTZO3j4JSZIgk2TYdG4TFhxZUAqR/svD0QNpH6RxyI6IiMjMDM0TmDQZKUedA/tZ9iaKrGBb+27Fq/VfNXs7RERE5R1XBDcTuSRHXa+6+Cf1H5PW6+/uj6v/ucqeJSIiIivFWchGkiQJHWt2NHm9nZ7rxISJiIjIirGnyUgqtQrL/lhmkrrU09VMlIiIiGwEkyYjqYXaZHV9eOBDzYKWY1qPQSWXSiarm4iIiEzLrMNzc+bMQZs2beDs7AwPDw+9ZRITE9G9e3e4uLjA29sbo0ePRlZWllaZM2fOIDQ0FE5OTqhWrRpiYmIstnq2KZOmOb/NwdzDczH38FxUXliZK4ITERFZMbP2NGVlZaF3794ICQlBbGysznGVSoWuXbuiUqVKOHz4MFJTUzF48GAIIbBkyRIAz2a0h4eHIywsDPHx8fjnn38QGRkJFxcXjB8/3pzha6w7sw4DtgwolbaIiIjIOpXKkgOrVq3CmDFj8ODBA639O3fuRLdu3XDjxg34+voCAL7//ntERkbi7t27cHNzw7JlyzB58mTcuXMHCoUCADB//nwsWbIEN2/eNGhOUEmWHMhWZcNhtoNR5xjqhz4/QAgBtVCjW91ucLJ3Mks7REREVDBD8wSL3j0XFxeHRo0aaRImAIiIiIBSqcSJEyc0ZUJDQzUJU26ZpKQkXLt2TW+9SqUSGRkZWq/ispfbw8nO9MlMS9+WeK3+a+gZ2BO9G/ZmwkRERGTlLJo0JScno0qVKlr7PD094eDggOTk5ALL5G7nlslv3rx5cHd317z8/PxKFOfjqY8hZgiIGQI5H+aUqK5c8UnxkMXIIEVLkKIlxByKMUm9REREZB5GJ00zZ86EJEmFvv744w+D69M3vCaE0Nqfv0zuiGJBQ3OTJ09Genq65nXjxg2D4ymKgHlGM7+M/5ITwYmIiKyY0RPBo6Ki0K9fv0LLBAQEGFSXj48Pjh07prXv/v37yM7O1vQm+fj46PQo3b17FwB0eqByKRQKreE8U1KpVSara2CTgRAQkCAhJiyGazYRERFZMaOTJm9vb3h7e5uk8ZCQEMyZMwe3b99G1apVAQC7d++GQqFAUFCQpsyUKVOQlZUFBwcHTRlfX1+Dk7OSUgs1rj+4DsB0PU1eTl5Y/epqJkpEREQ2wqxLDiQmJiItLQ2JiYlQqVQ4deoUAKB27dpwdXVFp06dEBgYiIEDB+Ljjz9GWloaJkyYgGHDhmlmr/fv3x/R0dGIjIzElClTcPHiRcydOxfTp08vlYRDLdSQx8hNUlewbzBkkgxySY7l3ZYzYSIiIrIhZl1yIDIyEqtXr9bZf+DAAbRv3x7As8Rq5MiR2L9/P5ycnNC/f38sXLhQa3jtzJkzGDVqFI4fPw5PT0+MGDHCqKSpJEsO5KhzYD/L3qhzCiJmcM4SERGRtTE0TyiVdZosrSRJEwBs/WsrXt/4eonj+HPEn5BJz+be1/euD7nMND1YREREVHxMmvIoadKUl0qtgt2sko9qVnerjrghcQCeDQFWd6uuSaiIiIio9BiaJ/CBvQaIuxGH/lv6Q4IElTDN3XM3M27C75N/148KqR6C39/+nfOciIiIrBSTpiKo1Cq0WdHG7O0o7MyzRAIRERGZBpMmPb49/S0GbRtUqm0OaDyAvUxERERWjJNo8slR55R6wgQAE/dO5IrgREREVow9TfmU5mTsmh41Ne+/7/U9e5qIiIisGJOmfGSSDOrpaqQ9SQPwbAXwSh9XMnk7LX1b4viw4yavl4iIiMyDSZMekiTBy9kLAJCtyjZLG5fvX9Z5MDERERFZL85pKoKdzDx5ZW5PFhEREdkGJk1FUAs1KjpVNEvdpnr4LxEREZkfk6YiyGVyfPvat2apWwKH5oiIiGwFk6YiqNQqdF3X1dJhEBERkYUxaSoCJ2oTERERwLvniiSTZMj+MBt/p/wNuUwOIQQClwaWuN4mVZowISMiIrIhTJoMYCezQ8PKDQE8G64zhT/v/MklB4iIiGwIh+eMZMokh3fPERER2Q4mTUYyVU8TwLvniIiIbAmH5wxwM+MmPjr8EYBnD/QtjpdqvYT3Wr0HABBCIKJ2BIfmiIiIbAiTpiKo1Cr4feJX4nr2XtmL3W/uZqJERERkozg8V4rUQm3pEIiIiKiYmDQVQS6TY0jzISapSybxchMREdkqDs/p0XtTb2w+v9nk9QoITv4mIiKyUez6yCdblW2WhAng3XJERES2jElTPvZye/QK7GWWurkuExERke3i8Jwem3pv0rxXCzXkMXKT1Pvh/g+hFmoICIxtPRZVXKuYpF4iIiIyP0kIUea7PzIyMuDu7o709HS4ubkZda5KrYLdLPPklurpai5BQEREZGGG5gkcniuCXGaaXiYiIiKybUyaiqDMUZql3l/e/IW9TERERDaEc5qKUJK1lVTTVVybiYiIqIxg0lSEkgzPFTaBfEboDMxsP7PYdRMREVHpMms3yJw5c9CmTRs4OzvDw8ND5/jp06fxxhtvwM/PD05OTmjQoAE+++wzrTLXrl2DJEk6r127dpkzdA0JEtoHtDd5vdGHovlYFSIiIhti1p6mrKws9O7dGyEhIYiNjdU5fuLECVSqVAnfffcd/Pz8cOTIEbzzzjuQy+WIiorSKrt37140bNhQs12xYkWzxX3o2iH03tQbKqFCtiobD7MemryN5zyf42KXRERENsSsSVN0dDQAYNWqVXqPv/3221rbtWrVQlxcHLZs2aKTNHl5ecHHx8cscealUqvQfnV7s9T9eMpjAM/WfnK2d+ZEcCIiIhtidbOU09PT9fYi9ejRA5UrV0bbtm2xeXPhjzlRKpXIyMjQelkDRztHONk7wcXBhQkTERGRjbGqpCkuLg4bN27E8OHDNftcXV2xePFibN68GT///DM6duyIvn374rvvviuwnnnz5sHd3V3z8vPzMzgGuUyOd1q8U6LPURDOYSIiIrJdRq8IPnPmTM2wW0Hi4+MRHBys2V61ahXGjBmDBw8eFHjOuXPnEBYWhtGjR2PatGmF1v/ee+/h0KFD+PPPP/UeVyqVUCr/XV8pIyMDfn5+xVoRPFuVDYfZDkadUxCuAE5ERGR9DF0R3Og5TVFRUejXr1+hZQICAoyq8/z58+jQoQOGDRtWZMIEAK1bt8Y333xT4HGFQgGFQmFUDAUx5TpLAoKTv4mIiGyU0UmTt7c3vL29TRbAuXPn0KFDBwwePBhz5swx6JyEhARUrVrVZDEURiVUJqvLfb47HOQOsJPZYUf/HQj2DS76JCIiIrIKZr17LjExEWlpaUhMTIRKpcKpU6cAALVr14arq6tmSK5Tp04YN24ckpOTAQByuRyVKlUCAKxevRr29vZo3rw5ZDIZfvzxR3z++ef46KOPzBm6hlwy3bPnHmU90rxv+X8tuWI4ERGRDTFr0jR9+nSsXr1as928eXMAwIEDB9C+fXts2rQJ9+7dw9q1a7F27VpNOX9/f1y7dk2zPXv2bFy/fh1yuRx169bFihUr8Oabb5ozdC1ySW7SHqdcHKojIiKyHUZPBLdFhk7wyrXwyEK8v+d9k8dxZfQV2MnsIJNk8K3gy0nhREREVsBsE8HLOpVahRkHZ5il7gCPACZKRERENopJUz5ymRyH3zqMkT+PhIRnz7nLUefgzJ0zEBB4mvO02HXLYgqev/TjGz+iW91uxa6biIiIzIvDc0VQCzVc5rqUKFkyhKejJ1I/SGVPFBERUSkzNE/grVtFEKJkvUuGWv3qaiZMREREVozDcxbEFcKJiIhsB3uaiiCXyRHVMsrSYRAREZGFcU6TAYQQSHuSBgGBLFUWqi2uZvIY3w1+F0u7LjV5vURERFQ4LjlgImqhRtsVbXH05lGztrPj4g4IIThcR0REZKWYNBlApTbNauAfvfQRZJJMsxK4JEmaZQ3eavYWEyYiIiIrxuE5A6iFGsmPkjXJjkqokKPOQbYqGznqHAzZPgRxN+OKrEfMKPOXmoiIyOZweM6Ech97UpAjQ47o3Z/yOAX+n/rjcfZj7Bqwy1zhERERUSng3XNm9NnRz/A4+zGCqgah03OdLB0OERERlQCTJjPJUGZgyfElAIAp7aZwvhIREZGNY9JkJkvjlyJdmY4G3g3wav1XLR0OERERlRCTJjN4nP0Yi+MWAwAmvzAZMomXmYiIyNbxX3MziD0Zi3uP7yHAIwD9GvWzdDhERERkArx7rghCCAzYMgDrz643+txrD67BYbYDAGBh+EKMbzPe1OERERFRKWFPUxHUQo2D1w6WuJ4JeyagHCyJRUREVGaxp6kIcpkcF6IuYPP5zRDi2bPnRv48slh1vfTtS5rEaUmXJWhYuaEpQyUiIiIzYtJkgFmHZmFh3MIS17P/6n7N+3Yr2yH1g1QuRUBERGQjODxXBJVahdiEWJPXe//pfZPXSURERObDnqYiyGVynBpxCvMPz4edzA4SJHx+/HNLh0VERESljA/sNZIyRwnHOY4miUs1XcU1nIiIiCyMD+w1oTWn12DwtsGWDoOIiIgsiN0cRchWZTNhIiIiIiZNRbGX28PT0dPSYRAREZGFcXjOAGkT0zTv1UINeYzcgtEQERGRJTBp0mPub3Mxdf9Us7cjgWs0ERER2QoOz+WjUqsw97e5Zm/Hx9XH7G0QERGR6Zg1aZozZw7atGkDZ2dneHh46C0jSZLOa/ny5Vplzpw5g9DQUDg5OaFatWqIiYkx23Pc5DI5jg49ivBa4ehYsyNe9H/RZHUv67oMX3X7Cl93+xoX37vI1cCJiIhsiFmH57KystC7d2+EhIQgNrbgVbVXrlyJzp07a7bd3d017zMyMhAeHo6wsDDEx8fjn3/+QWRkJFxcXDB+/HizxL397+3Yc2WPyesdHjSciRIREZGNMmvSFB0dDQBYtWpVoeU8PDzg46N/uGrt2rV4+vQpVq1aBYVCgUaNGuGff/7B4sWLMW7cOJMnISq1CvMOzzNpnblkMZYbDV0YvhDj25gnySQiIioPrGJOU1RUFLy9vdGyZUssX74carVacywuLg6hoaFQKBSafREREUhKSsK1a9dMHotcJseRt4+gY82O6PRcJ3Sp3QXtA9qbvJ3SNvu32VALddEFiYiISC+L3z03a9YsdOzYEU5OTti3bx/Gjx+PlJQUTJs2DQCQnJyMgIAArXOqVKmiOVazZk2dOpVKJZRKpWY7IyPDqJgaVm6I1a+uBgAICPh94mfU+YZ6ocYLAPTfRScgCjxWmIJ63r7o8gUf2UJERFQCRidNM2fO1Ay7FSQ+Ph7BwcEG1ZebHAFAs2bNAAAxMTFa+/MnArmTwAtKEObNm1dkjAVRCzWCvg7CqeRTxTq/IFVcqqDTc50gICCTZIhpHwN/D3+TtkFERETmY3TSFBUVhX79+hVaJn/PkDFat26NjIwM3LlzB1WqVIGPjw+Sk5O1yty9exfAvz1O+U2ePBnjxo3TbGdkZMDPz7DeIiGEyRMmALiTeQff/vmtZnvN6TVQT1dzYjgREZGNMDpp8vb2hre3tzliAQAkJCTA0dFRs0RBSEgIpkyZgqysLDg4OAAAdu/eDV9f3wKTM4VCoTUHyhiSJCHYNxh/JP1RrPOJiIiobDLrnKbExESkpaUhMTERKpUKp06dAgDUrl0brq6u+PHHH5GcnIyQkBA4OTnhwIEDmDp1Kt555x1N0tO/f39ER0cjMjISU6ZMwcWLFzF37lxMnz7dLL00MkmG40OPI+1JGmSSDDJJBkmSIISAgMDTnKeouqhqseoe0HgA7GR2kEkyRLePZi8TERGRDZGEuVaJBBAZGYnVq1fr7D9w4ADat2+PXbt2YfLkybh06RLUajVq1aqFoUOHYtSoUbCz+zefO3PmDEaNGoXjx4/D09MTI0aMMCppysjIgLu7O9LT0+Hm5mb05xBCIF2ZDpkkQ446B14LvIyuI7/t/baje73uJa6HiIiISsbQPMGsSZO1KEnSpBZqtIltg2O3jpk8Ls5pIiIisjxD8wTeg24AcyRMREREZFuYNBVBpVaZre7ctZiIiIjI+jFpKoKdzHxz5Y1duJKIiIgsh0lTEczVG1TVtXh34BEREZFlMGkqgrnmyT/KesRJ4ERERDbE4s+es0bv/vQulp9YbtY2HOQOEEIwcSIiIrIR7GnKR6VW4Ye/fjB7O6lPUiGLkUGKliBFS1h1apXZ2yQiIqLi4zpNetzNvIv/O/F/cJA7wEHugDV/rsHJ2yfNGmNFp4pIeT+FPU9ERESljItb5lGSxS2zVdlwmO1glriqulbVJEmbe29GiF+IWdohIiKighmaJ3BOUxHsZHaQIJn8LrpKzpVwa9wt9iwRERHZCCZNRRAQaFi5Ic7ePWvSeu89voePj3ysmQw+rMUweDp5mrQNIiIiMh0mTUWQIMHb2dssdU/cO1HzfsnxJUgck8ieJyIiIivFpEmPqfumYu7huaXa5qv1XmXCREREZMWYNOWTrco2W8Kknq5mYkRERGSjuE5TPjLJfJck77pMi44sMls7REREZHpMmvKRy+TwreBr9nY++v0jsz2ihYiIiEyPw3P5qNQqJD1MMkvd4bXCNcNzn3f+nEN1RERENoRJkxmdG3kOEiSohRr1vetDLpNbOiQiIiIqJiZN+chlcvzy5i/ovr47ACBHnQO1UBerroZLG2ptixkcjiMiIrJVnNOkR6fnOkE5TQnlNCVU01WY/uJ0k9Rb3OSLiIiILI9JUxFUahUWH11skrrkMXLN3XMT90ws+gQiIiKyGkyaiiCXyfHbW7+hdfXWaOvXFi/UeMEk9S44soB3zxEREdkQzmkyQAPvBpgdNhvZ6mxkqbJwOPGwpUMiIiKiUsakqQgqtQp1ltTBjYwbJq3XQe5g0vqIiIjIvDg8ZwBTJ0wA0KpaK5PXSURERObDnqYiyCQZOtfujF2XdpW4rgbeDeBo5wiFnQLfvfYdF7ckIiKyIZIoB7ORMzIy4O7ujvT0dLi5uZWorixVFhSzFSaJiw/wJSIisjxD8wT2NBlg2v5pmPPbHJPXKyAggUkTERGRLWDSpMeJpBMY/tNwCAio1CqcvnPa5G180/0byCROKSMiIrIVTJryUalVaLeyHZ7kPDFrO38k/YEhLYaYtQ0iIiIyHbN2dcyZMwdt2rSBs7MzPDw8dI6vWrUKkiTpfd29excAcO3aNb3Hd+0q+cRsfeQyOWLCYsxSd14/X/qZi1sSERHZELP2NGVlZaF3794ICQlBbGyszvG+ffuic+fOWvsiIyPx9OlTVK5cWWv/3r170bDhvw/ArVixonmCBjChzQRMaDMBAJCtyobDbNOvqTQ7bDYngRMREdkQsyZN0dHRAJ71KOnj5OQEJycnzfa9e/ewf/9+vQmWl5cXfHx8zBJnYezl9hjVchS+jP/SpPUO2jYIg7YN0mzv6L8DL9d52aRtEBERkelY1UzkNWvWwNnZGb169dI51qNHD1SuXBlt27bF5s2bSy0mtVCbPGHS580tb3K4joiIyIpZ1UTwFStWoH///lq9T66urli8eDHatm0LmUyG7du3o2/fvli9ejXefPNNvfUolUoolUrNdkZGRrFjUgt1sc81xqpXV3G4joiIyIoZnTTNnDlTM+xWkPj4eAQHBxtVb1xcHM6fP481a9Zo7ff29sbYsWM128HBwbh//z4WLFhQYNI0b968ImM0lLnWUfJ09ETqB6lMlIiIiGyE0SuCp6SkICUlpdAyAQEBcHR01GyvWrUKY8aMwYMHDwo8Z8iQITh58iQSEhKKjGHt2rUYOnQonjzRvyyAvp4mPz+/Yq8IHncjDr029YKdzA5qocbNjJtG16GPmMHhOCIiIksz24rg3t7e8Pb2LlFw+T169AgbN27EvHnzDCqfkJCAqlWrFnhcoVBAoTDNo06EEBi/ezySHiaZpL681ELNBS6JiIhshFnnNCUmJiItLQ2JiYlQqVQ4deoUAKB27dpwdXXVlNuwYQNycnIwYMAAnTpWr14Ne3t7NG/eHDKZDD/++CM+//xzfPTRR+YMXUNAIDM70yx18xEqREREtsOsSdP06dOxevVqzXbz5s0BAAcOHED79u01+2NjY/H666/D09NTbz2zZ8/G9evXIZfLUbduXaxYsaLA+UymJpNkOPnOSVxPvw4hBLLV2WjwZYMS11vRyXzrTBEREZHpGT2nyRYZOlZZkORHyVgctxg56hw8zXmKZX8sM0OU2saHjMfCTgvN3g4REVF5Z7Y5TeWNSq1C1UUFz58yl3Vn1uHj8I95dx0REZGVYNJUBHOu0xTTPgYCAkIIqIVa815AYPTzo5kwERERWREmTXrEnozF0B+HmrWNKi5VMO3FaUyMiIiIbATvd89HpVYhameU2dvxcS395+gRERFR8TFpykcuk2NH/x3wcPSAh6MH3BTGTxw3tB0iIiKyHRye06NDzQ64P/G+ZjsxPREfHX62LpSAMMndcw+VDzk0R0REZEO45ICRVGoV7GaZJtfM+TCHPU5EREQWxiUHTEQIge7ru2PHxR0mrVcmyZgwERER2RDOaSqCWqhNnjABQFRL8082JyIiItNh0mQA3wq+Jq9zy4UtKAcjo0RERGUGh+eKIJfJcXn0ZRy8dhBy6dlwWqfvOpW43g/afMCJ4ERERDaEE8H1+L8T/4d3fnrHrDFVdKqIlPdTmDgRERFZGCeCF5NKrcLoXaPNUreHowcAQIKErX23MmEiIiKyIUya8pHL5Ng1YBd6b+oNtVAjR52DdGW6Sep+8PSB5n3oqlCtYzsH7ETn2p1N0g4RERGZHofnimDKdZkK4+noidQPUtn7REREVMoMzRN491wR5DI53g1+1+ztrHhlBRMmIiIiK8aeJiPlqHNgP8veJHGpp6uZKBEREVkYJ4KbkBACmdmZUKlVeJrz1GT1tlnRBnJJDrlMjqUvL0XDyg1NVjcRERGZFpOmIggh0GZFGxy9edTkdeets/3q9rg74S57noiIiKwU5zQVQUDgSfYTs7cz5YUpTJiIiIisGHuaiiCTZNg3aB9iDsVoHrK7KG6RSepWTVdBJjFvJSIisgVMmvQojRXBAUAeIy/w2LrX1+GNxm+YPQYiIiIyDLs58lGpVXhv53uWDgOjfh7FB/oSERFZEfY05SOXybFzwE703NhT73EBobWytynIJBkkSM/+lCRIkLCl7xbOcSIiIrIiTJr0CKsZhrSJaZYOg4iIiKwIh+eIiIiIDMCkiYiIiMgATJqIiIiIDMCkiYiIiMgATJqIiIiIDGC2pOnatWsYMmQIatasCScnJzz33HOYMWMGsrKytMolJiaie/fucHFxgbe3N0aPHq1T5syZMwgNDYWTkxOqVauGmJgYrmFEREREpcpsSw5cuHABarUaX331FWrXro2zZ89i2LBhyMzMxMKFCwEAKpUKXbt2RaVKlXD48GGkpqZi8ODBEEJgyZIlAICMjAyEh4cjLCwM8fHx+OeffxAZGQkXFxeMHz/eXOETERERaZFEKXbZfPzxx1i2bBmuXLkCANi5cye6deuGGzduwNfXFwDw/fffIzIyEnfv3oWbmxuWLVuGyZMn486dO1AoFACA+fPnY8mSJbh586ZBC0BmZGTA3d0d6enpcHNzM98HJCIiIptjaJ5Qqotbpqeno2LFiprtuLg4NGrUSJMwAUBERASUSiVOnDiBsLAwxMXFITQ0VJMw5ZaZPHkyrl27hpo1a+q0o1QqoVQqtdoFnl0UIiIiorxy84Oi+pFKLWm6fPkylixZgkWLFmn2JScno0qVKlrlPD094eDggOTkZE2ZgIAArTK55yQnJ+tNmubNm4fo6Gid/X5+fiX9GERERFRGPXz4EO7u7gUeNzppmjlzpt6EJK/4+HgEBwdrtpOSktC5c2f07t0bQ4cO1Sqrb3hNCKG1P3+Z3EywoKG5yZMnY9y4cZrtBw8ewN/fH4mJiYVejPImIyMDfn5+uHHjBoct/4fXRD9eF128JvrxuujH66LLmq6JEAIPHz7UGvnSx+ikKSoqCv369Su0TN6eoaSkJISFhSEkJARff/21VjkfHx8cO3ZMa9/9+/eRnZ2t6U3y8fHR9Drlunv3LgDo9FLlUigUWsN5udzd3S3+g7FGbm5uvC758Jrox+uii9dEP14X/XhddFnLNTGkU8XopMnb2xve3t4Glb116xbCwsIQFBSElStXQibTXuEgJCQEc+bMwe3bt1G1alUAwO7du6FQKBAUFKQpM2XKFGRlZcHBwUFTxtfXV2fYjoiIiMhczLZOU1JSEtq3bw8/Pz8sXLgQ9+7dQ3JyslavUadOnRAYGIiBAwciISEB+/btw4QJEzBs2DBN1tm/f38oFApERkbi7Nmz2Lp1K+bOnYtx48YZdOccERERkSmYbSL47t27cenSJVy6dAnVq1fXOpY7J0kul2PHjh0YOXIk2rZtCycnJ/Tv31+zjhPwrLtsz549GDVqFIKDg+Hp6Ylx48ZpzVkqikKhwIwZM/QO2ZVnvC66eE3043XRxWuiH6+LfrwuumzxmpTqOk1EREREtorPniMiIiIyAJMmIiIiIgMwaSIiIiIyAJMmIiIiIgOUmaRp6dKlqFmzJhwdHREUFITffvut0PKHDh1CUFAQHB0dUatWLSxfvryUIi09xlyTLVu2IDw8HJUqVYKbmxtCQkLwyy+/lGK0pcfY35Vcv//+O+zs7NCsWTPzBmghxl4XpVKJqVOnwt/fHwqFAs899xxWrFhRStGWDmOvydq1a9G0aVM4OzujatWqeOutt5CamlpK0Zrfr7/+iu7du8PX1xeSJGHbtm1FnlMevmuNvS7l5fu2OL8vuaz1+7ZMJE0bNmzAmDFjMHXqVCQkJKBdu3bo0qULEhMT9Za/evUqXn75ZbRr1w4JCQmYMmUKRo8ejR9++KGUIzcfY6/Jr7/+ivDwcPz888+ahyV3794dCQkJpRy5eRl7XXKlp6dj0KBB6NixYylFWrqKc1369OmDffv2ITY2Fn///TfWr1+P+vXrl2LU5mXsNTl8+DAGDRqEIUOG4Ny5c9i0aRPi4+N1Hh1lyzIzM9G0aVN88cUXBpUvD9+1gPHXpbx83xp7XXJZ9fetKANatWolRowYobWvfv36YtKkSXrLf/DBB6J+/fpa+4YPHy5at25tthhLm7HXRJ/AwEARHR1t6tAsqrjXpW/fvmLatGlixowZomnTpmaM0DKMvS47d+4U7u7uIjU1tTTCswhjr8nHH38satWqpbXv888/F9WrVzdbjJYEQGzdurXQMuXhuzY/Q66LPmXx+zYvY66LNX/f2nxPU1ZWFk6cOIFOnTpp7e/UqROOHDmi95y4uDid8hEREfjjjz+QnZ1ttlhLS3GuSX5qtRoPHz5ExYoVzRGiRRT3uqxcuRKXL1/GjBkzzB2iRRTnumzfvh3BwcFYsGABqlWrhrp162LChAl48uRJaYRsdsW5Jm3atMHNmzfx888/QwiBO3fuYPPmzejatWtphGyVyvp3ramUxe/b4rL271uzrQheWlJSUqBSqXQe3lulShWdB/3mSk5O1ls+JycHKSkpmufg2ariXJP8Fi1ahMzMTPTp08ccIVpEca7LxYsXMWnSJPz222+ws7P5vy56Fee6XLlyBYcPH4ajoyO2bt2KlJQUjBw5EmlpaWViXlNxrkmbNm2wdu1a9O3bF0+fPkVOTg569OiBJUuWlEbIVqmsf9eaSln8vi0OW/i+tfmeplz5n0MnhCj02XT6yuvbb8uMvSa51q9fj5kzZ2LDhg2oXLmyucKzGEOvi0qlQv/+/REdHY26deuWVngWY8zvi1qthiRJWLt2LVq1aoWXX34ZixcvxqpVq8pMbxNg3DU5f/48Ro8ejenTp+PEiRPYtWsXrl69ihEjRpRGqFarPHzXlkRZ/741lK1831pnKmcEb29vyOVynf/93b17V+d/OLl8fHz0lrezs4OXl5fZYi0txbkmuTZs2IAhQ4Zg06ZNeOmll8wZZqkz9ro8fPgQf/zxBxISEhAVFQXgWbIghICdnR12796NDh06lErs5lSc35eqVauiWrVqcHd31+xr0KABhBC4efMm6tSpY9aYza0412TevHlo27Yt3n//fQBAkyZN4OLignbt2mH27NnlslelrH/XllRZ/r41lq1839p8T5ODgwOCgoKwZ88erf179uxBmzZt9J4TEhKiU3737t0IDg6Gvb292WItLcW5JsCz//FERkZi3bp1ZXIehrHXxc3NDWfOnMGpU6c0rxEjRqBevXo4deoUnn/++dIK3ayK8/vStm1bJCUl4dGjR5p9//zzD2Qymc4Dum1Rca7J48ePIZNpf6XK5XIA//aulDdl/bu2JMr6962xbOb71jLzz03r+++/F/b29iI2NlacP39ejBkzRri4uIhr164JIYSYNGmSGDhwoKb8lStXhLOzsxg7dqw4f/68iI2NFfb29mLz5s2W+ggmZ+w1WbdunbCzsxNffvmluH37tub14MEDS30EszD2uuRnjXdzmIKx1+Xhw4eievXqolevXuLcuXPi0KFDok6dOmLo0KGW+ggmZ+w1WblypbCzsxNLly4Vly9fFocPHxbBwcGiVatWlvoIJvfw4UORkJAgEhISBACxePFikZCQIK5fvy6EKJ/ftUIYf13Ky/etsdclP2v8vi0TSZMQQnz55ZfC399fODg4iBYtWohDhw5pjg0ePFiEhoZqlT948KBo3ry5cHBwEAEBAWLZsmWlHLH5GXNNQkNDBQCd1+DBg0s/cDMz9nclL2v8S2wqxl6Xv/76S7z00kvCyclJVK9eXYwbN048fvy4lKM2L2Ovyeeffy4CAwOFk5OTqFq1qhgwYIC4efNmKUdtPgcOHCj0e6K8ftcae13Ky/dtcX5f8rLG71tJiHLab0xERERkBJuf00RERERUGpg0ERERERmASRMRERGRAZg0ERERERmASRMRERGRAZg0ERERERmASRMRERGRAZg0ERERERmASRMRERGRAZg0ERERERmASRMRERGRAZg0ERERERng/wFXqjJblrhngAAAAABJRU5ErkJggg==", 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", 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" ] @@ -790,9 +814,19 @@ "ds_chlora = xr.open_dataset('./data/rca/sensors/osb/chlora_jan_2022.nc')\n", "ds_backscatter = xr.open_dataset('./data/rca/sensors/osb/backscatter_jan_2022.nc')\n", "\n", - "fig, axes = ChartSensor(profiles, ranges['fdom'], [0], ds_fdom.fdom, -ds_fdom.depth, 'profile fdom', 'black', 'ascent', 6, 4)\n", - "fig, axes = ChartSensor(profiles, ranges['chlora'], [0], ds_chlora.chlora, -ds_chlora.depth, 'profile chlora', 'black', 'ascent', 6, 4)\n", - "fig, axes = ChartSensor(profiles, ranges['backscatter'], [0], ds_backscatter.backscatter, -ds_backscatter.depth, 'profile backscatter', 'black', 'ascent', 6, 4)" + "fig, axes = ChartSensor(profiles, ranges['fdom'], [0], ds_fdom.fdom, -ds_fdom.depth, 'profile FDOM', 'blue', 'ascent', 6, 4)\n", + "fig, axes = ChartSensor(profiles, ranges['chlora'], [0], ds_chlora.chlora, -ds_chlora.depth, 'profile Chlor-A', 'green', 'ascent', 6, 4)\n", + "fig, axes = ChartSensor(profiles, ranges['backscatter'], [0], ds_backscatter.backscatter, -ds_backscatter.depth, 'profile backscatter', 'red', 'ascent', 6, 4)" + ] + }, + { + "cell_type": "markdown", + "id": "460c5fee-fe47-4920-b6ee-8e0a5ec4e06d", + "metadata": {}, + "source": [ + "**Interpretation**: FDOM appears to be a faint or nonexistant signal. Chlorophyll-A shows a strong signal\n", + "in the mixed layer and then subsides through a *cline*. Backscatter shows some structure. As above these are\n", + "single profile charts. Clearly it will be very interesting to view multiple consecutive profiles." ] }, { diff --git a/book/chapters/ocean_science.ipynb b/book/chapters/ocean_science.ipynb index c8ec135..33b01ca 100644 --- a/book/chapters/ocean_science.ipynb +++ b/book/chapters/ocean_science.ipynb @@ -28,9 +28,9 @@ "\n", "\n", "The purpose of this Jupyter Book is to present research ideas in oceanography relative \n", - "to observational data from sensors. The underlying intent is to provide a reproducible \n", - "methodology; but this tends to take up all the oxygen in the room. So before diving in\n", - "let us frame out the science, starting with an ambitious question:\n", + "to observational data from sensors. The underlying program is to provide a reproducible \n", + "methodology. As *method* can take up all the oxygen in the room: Before diving in\n", + "let us frame the science, beginning with an ambitious question:\n", "


" ] }, @@ -42,24 +42,27 @@ "\n", "
\n", "\n", - "### The *epipelagic ocean* defined\n", "\n", - "Before tackling what is meant by *stability*\n", + "This question by itself is simplistic so over the following sections\n", + "let's qualify the meaning.\n", + "\n", + "\n", + "\n", + "### *Epipelagic ocean* defined\n", + "\n", + "Before tackling *stability*\n", "let us define the term 'epipelagic ocean'. *Epipelagic* is more or\n", - "less synomymous with *sunlit* or *photic* and it is applied as a modifier to *zone*. \n", - "That is, the upper 200 meter layer of the water column is the epipelagic zone; \n", - "this being the maximal depth of downwelling sunlight, which is in turn the \n", - "energy source for primary production. We are considering the ecosystem occupied \n", - "primarily by phytoplankton in the upper ocean, an engine that powers the food\n", - "web by converting solar energy to chemical energy.\n", + "less synomymous with *sunlit* or *photic*, appearing most often as *epipelagic zone*. \n", + "This is the upper 200 meter layer of the water column subject to downwelling \n", + "sunlight. Sunlight is in turn the energy source for primary production. We are\n", + "therefore considering the ecosystem of the upper ocean, occupied by phytoplankton,\n", + "that is the engine powering the marine food web.\n", "\n", "\n", - "Moving from *epipelagic zone* to *epipelagic ocean*: The epipelagic zone changes in \n", - "nature from one place to another; so how stable is it *everywhere*? Alas we have as \n", - "our observational starting point a mere three observing sites, located fairly close \n", - "to one another in the northeast Pacific. The good news is that each\n", - "of these sites gathers an unprecedented amount of data by means of \"shallow profiler\"\n", - "sensing platforms.\n", + "*Epipelagic ocean* is intended to evoke manifestations of the epipelagic zone across \n", + "the earth's oceans. We have as an observational starting point three observing sites in the \n", + "northeast Pacific. Each of these sites features unprecedented data accumulated\n", + "by *shallow profiler* sensing platforms.\n", "\n", "\n", "### Limits on observation\n", @@ -82,8 +85,7 @@ "### The meaning of *stability*. \n", "\n", "\n", - "Stability is not a simple reifiable value. Here we define it very broadly.\n", - "A list of interpretive stability parameters and dimensions includes:\n", + "We define *stability* very broadly in terms of interpretive parameters and dimensions:\n", "\n", "\n", "- depth dimension: Through the upper 200 meters on scales of centimeters to tens of meters\n", @@ -100,11 +102,22 @@ " - mixed layer depth, multiple clines (barocline, thermocline etcetera), lower epipelagic\n", "- intrinsic signal consistency, for example presence/absence of inversion layers\n", "\n", - " \n", + "\n", "From an empirical perspective these dimensions of stability can in many cases be seen as\n", - "forms of standard deviation. But that is looking ahead to strategy. \n", - "Hopefully by defining *stability* in this wide multidimensional sense we are open to\n", - "a great deal of interest in the *structure* of the upper ocean." + "forms of standard deviation from repeated observations." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Related research topics\n", + "\n", + "\n", + "Start from epipelagic *stability* let us identify related research topics. Relevance open-ended: \n", + "\n", + "- Plankton community structure and ecology.\n", + "- Terrigenous influence" ] }, {