{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "Looking at model runs with uniform winds of vtau = 0.2 and varying time scales with both summer and winter stratifications. " ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import netCDF4 as nc\n", "import matplotlib.pyplot as plt\n", "from salishsea_tools import (nc_tools, viz_tools, gsw_calls, visualisations)\n", "import numpy.ma as ma\n", "from matplotlib import animation, rc\n", "%matplotlib inline\n", "\n", "from IPython.core.display import display, HTML\n", "display(HTML(\"\"))" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": true }, "outputs": [], "source": [ "rc('animation', html='html5')" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": true }, "outputs": [], "source": [ "mesh_mask = nc.Dataset('/home/vdo/MEOPAR/NEMO-forcing/grid/mesh_mask201702.nc')\n", "new_domain = mesh_mask.variables['tmask'][0,:,334:,114:] \n", "def calc_rho(Sal, TempC, P):\n", " sqrSal = np.sqrt(Sal)\n", " R1 = ((((6.536332e-9 * TempC - 1.120083e-6) * TempC + 1.001685e-4)\n", " * TempC - 9.095290e-3) * TempC + 6.793952e-2) * TempC - 28.263737\n", " R2 = (((5.3875e-9 * TempC - 8.2467e-7) * TempC + 7.6438e-5)\n", " * TempC - 4.0899e-3) * TempC + 8.24493e-1\n", " R3 = (-1.6546e-6 * TempC + 1.0227e-4) * TempC - 5.72466e-3\n", " SIG = (4.8314e-4 * Sal + R3 * sqrSal + R2) * Sal + R1\n", " V350P = 1.0 / 1028.1063\n", " SVA = -SIG * V350P / (1028.1063 + SIG)\n", " rho = 28.106331 - SVA / (V350P * (V350P + SVA)) + 1000\n", " return rho\n", "def animate_one_density(file1,file2, rho):\n", " depth = file1.variables['deptht'][:]\n", " saline1 = file1.variables['vosaline'][:]\n", " temp1 = file1.variables['votemper'][:]\n", " saline2 = file1.variables['vosaline'][:]\n", " temp2 = file1.variables['votemper'][:]\n", " density1 = calc_rho(saline1, temp1, depth[np.newaxis,:,np.newaxis,np.newaxis])\n", " index1 = (np.abs(density1 - rho)).argmin(axis=1)\n", " density2 = calc_rho(saline2, temp2, depth[np.newaxis,:,np.newaxis,np.newaxis])\n", " index2 = (np.abs(density2 - rho)).argmin(axis=1)\n", " list_of_depths1 = np.zeros((102,564,284))\n", " for t in range(102):\n", " for y in range(564):\n", " for x in range(284):\n", " list_of_depths1[t,y,x] = depth[index1[t,y,x]]\n", " list_of_depths2 = np.zeros((102,564,284))\n", " for t in range(102):\n", " for y in range(564):\n", " for x in range(284):\n", " list_of_depths2[t,y,x] = depth[index2[t,y,x]]\n", " mask_land = 1 - new_domain[0,:,:]\n", " fig,ax = plt.subplots(1,2,figsize=(8,8))\n", " def animate30(i):\n", " ax[0].clear()\n", " masked_depths1 = ma.masked_array(list_of_depths1[i,:,:], mask = mask_land)\n", " ax[0].contourf(masked_depths1, \n", " levels = np.linspace(0, 45, 8))\n", " ax[0].set_title('hour = %03d'%(i)) \n", " ax[1].clear()\n", " masked_depths2 = ma.masked_array(list_of_depths2[i,:,:], mask = mask_land)\n", " ax[1].contourf(masked_depths2, \n", " levels = np.linspace(0, 45, 8))\n", " ax[1].set_title('hour = %03d'%(i)) \n", " return ax\n", "\n", " interval = 0.25#in seconds\n", " ani40 = animation.FuncAnimation(fig,animate30,frames=102,interval=interval*1e+3, \n", " repeat=False)\n", " return ani40\n", "def animatecrosssection(file1,file2, yslice, xlims, ylims, mesh_mask):\n", " pressure1 = gsw_calls.generic_gsw_caller('gsw_p_from_z.m',\n", " [-np.expand_dims(file1.variables['deptht'][:], 1) * np.ones(284),\n", " (np.ones([284,40]) *np.expand_dims(file1.variables['nav_lat'][yslice,:][:],1)).T])\n", " pressure2 = gsw_calls.generic_gsw_caller('gsw_p_from_z.m',\n", " [-np.expand_dims(file2.variables['deptht'][:], 1) * np.ones(284),\n", " (np.ones([284,40]) *np.expand_dims(file2.variables['nav_lat'][yslice,:][:],1)).T])\n", " fig,ax = plt.subplots(1,2,figsize=(8,8))\n", " deptht = file1.variables['deptht'][:]\n", " yslicemask = 1 - mesh_mask[:,yslice,:]\n", " def animate30(i):\n", " ax[0].clear()\n", " ax[1].clear()\n", " density1 = calc_rho(file1.variables['vosaline'][i,:,yslice,:],\n", " file1.variables['votemper'][i,:,yslice,:],\n", " pressure1)\n", " density2 = calc_rho(file2.variables['vosaline'][i,:,yslice,:],\n", " file2.variables['votemper'][i,:,yslice,:],\n", " pressure2)\n", " masked_density1 = ma.masked_array(density1, mask = yslicemask)\n", " masked_density2 = ma.masked_array(density2, mask = yslicemask)\n", " ax[0].pcolormesh(np.arange(0,284), deptht, masked_density1, \n", " vmin = 1021.8,vmax = 1024.5, cmap = 'bwr')\n", " ax[0].contour(np.arange(0,284), deptht, masked_density1,levels=[1023.3], colors='black')\n", " ax[0].set_ylim(ylims)\n", " ax[0].set_xlim(xlims)\n", " ax[0].set_title('Y = ' + str(yslice) + ', hour = %03d'%(i)) \n", " ax[1].pcolormesh(np.arange(0,284), deptht, masked_density2, \n", " vmin = 1021.8,vmax = 1024.5, cmap = 'bwr')\n", " ax[1].contour(np.arange(0,284), deptht, masked_density2,levels=[1023.3], colors='black')\n", " ax[1].set_ylim(ylims)\n", " ax[1].set_xlim(xlims)\n", " ax[1].set_title('Y = ' + str(yslice) + ', hour = %03d'%(i))\n", " return ax\n", "\n", " interval = 0.25#in seconds\n", " ani40 = animation.FuncAnimation(fig,animate30,frames=102,interval=interval*1e+3, repeat=False)\n", " return ani40" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": true }, "outputs": [], "source": [ "def animate_thalweg(file1, file2, ylims):\n", " density1 = calc_rho(file1.variables['vosaline'][:], file1.variables['votemper'][:], \n", " file1.variables['deptht'][:][np.newaxis, :, np.newaxis, np.newaxis])\n", " density2 = calc_rho(file2.variables['vosaline'][:], file2.variables['votemper'][:], \n", " file2.variables['deptht'][:][np.newaxis, :, np.newaxis, np.newaxis])\n", " fig,ax = plt.subplots(2,1,figsize=(16,8))\n", " def animate30(i):\n", " ax[0].clear()\n", " visualisations.contour_thalweg(ax[0], density1[i,...], lakebathy, lake_meshmask, \n", " np.linspace(1021.8, 1024.5, 8), cmap = 'bwr',\n", " thalweg_file='salishsealakethalweg.txt')\n", " ax[0].set_ylim(ylims)\n", " ax[0].set_title('hour = %03d'%(i)) \n", " ax[1].clear()\n", " visualisations.contour_thalweg(ax[1], density2[i,...], lakebathy, lake_meshmask, \n", " np.linspace(1021.8, 1024.5, 8), cmap = 'bwr',\n", " thalweg_file='salishsealakethalweg.txt')\n", " ax[1].set_ylim(ylims)\n", " ax[1].set_title('hour = %03d'%(i)) \n", " return ax\n", "\n", " interval = 0.25#in seconds\n", " ani40 = animation.FuncAnimation(fig,animate30,frames=102,interval=interval*1e+3, \n", " repeat=False)\n", " return ani40" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": true }, "outputs": [], "source": [ "lakebathy = nc.Dataset('/home/vdo/MEOPAR/NEMO-forcing/grid/lake_bathy201702.nc')\n", "lake_meshmask = nc.Dataset('/home/vdo/MEOPAR/NEMO-forcing/grid/lake_meshmask201702.nc')" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": true }, "outputs": [], "source": [ "thalweg_points = np.loadtxt('salishsealakethalweg.txt')" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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MR9or0dRS68MeElHYWQlfdjZTS2Rq1Bq/T0CtOXzBk3VIpfQTw2Vq1+efuxkb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\nUhiDmoiISGH/P+FpxDY3iz+IAAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize = (8,8))\n", "ax.pcolormesh(new_domain[0,...])\n", "ax.plot((50,170), (200,200), 'r-')\n", "for point in thalweg_points:\n", " ax.plot(point[1], point[0], 'b.')" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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pIyIk7dIbI+kE4FPA2XV53yVpP+BmYBKwuO5wm4HXR8RPJJ0CfEPSCaXeHzMz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\nA46TtFHS5cC1wGRJa4Gz0jbAVcAxwDX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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1,3,figsize = (8,8))\n", "den = ax[0].pcolormesh(np.ones((20,20)), \n", " vmin = 1021.8, vmax =1024.5, cmap = 'bwr')\n", "fig.colorbar(den, ax=ax[0])\n", "den1 = ax[1].contourf(np.ones((20,20)), levels = np.linspace(0, 45, 8))\n", "fig.colorbar(den1, ax=ax[1])\n", "den2 = ax[2].contourf(np.ones((20,20)), levels = np.linspace(1021.8, 1024.5, 8), cmap = 'bwr')\n", "fig.colorbar(den2, ax=ax[2])\n", "plt.tight_layout()" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": true }, "outputs": [], "source": [ "U24W = nc.Dataset('/ocean/vdo/MEOPAR/completed-runs/SalishSeaLake/24UW/SalishSea_1h_20170101_20170105_grid_T.nc')\n", "U24S = nc.Dataset('/ocean/vdo/MEOPAR/completed-runs/SalishSeaLake/24US/SalishSea_1h_20160601_20160605_grid_T.nc')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Wind Event\n", "* Pre winds: 6 hours\n", "* Ramp up: 24 hours\n", "* Steady: 24 hours\n", "* Ramp down: 24 hours\n", "* Post winds: 24 hours" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## vtau = 0.2, winter stratification on the left, summer stratification on the right " ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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ZUxUjzbkxQi5jM/xNp5v4jNOGusk9qaNQ1ISEQ1U90/EmtnHaUAM0moSEwOLE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\nzNVzVoTM5VE1oEoGP6rsdLdNy6z17Tm6HnPW5h5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bc8GdD9zJ0kKLWOof17t4WH87MljRDbozH0NnQB437pborzovd0VOlkNsUBlj\n60xFtTOLrshHU1RnHwR8N7AzIl5YPSYzkxGThkfEWRFxSURccvO99255eyVJkqRDTXcd2O/cbxtQ\ndu+t/HieVILtkO7Ba7Hi/AjuPXY7B46YX5EIDuwcCNjzLaLTf0xnrjU0NGcEnRwxU/JAxZYWK7pK\nt1osr5frcj/1M4vfNTwN+Fpm3pyZB4D3Az8M3BgRewDKrzcNOzkzz83MvZm599gdO6bWaEmSJOlQ\nkWXFtjNX7Z9beVgJiMPGvU6kDJM5tzIkRmbR/XnA4o6BWZIXWtAZSL8thnY7zlaQnRiYUKp7Tqzo\nXtyr5vbe+nIotmJbO3OrH7Lpvg48PiIOA+4FngpcAnwbOBM4p/z6gTVfed++zWslwGmnbe71JElS\nz7599f+3tvuzxWa1c9x7Htw37uea007r3z/sefUadf97npVRf8f+fS0vf9M3HrWvfBp9syKv9zWW\nthXdjQfDbc61uGf39hWnZDvotINW2UV52GtnRKXbcV+TSeiNky23FecMVGwTOu1WryvyQAX4oK3Y\nNuH/yyNMPdhm5qci4r3AZ4BF4LPAucDhwHsi4qXANcBzV73YnXdufpitGvcPxrBtg/+IzNqwNkuS\nVCfdH6Lq8u/VqGC5me0bd61JX2fwuLU+13gHw9/XWj9XA8fnD76gqNi2h1dsyd5SOp0hFddJLW5v\njxiAWE4KNVCNjaVk8bA2C3ctFq89LFQH5Oc/D4/9MfLzn4PLri6u98SHwcOf2BtLu28f+b2nw/33\nwK23wqWfgx/4ieISmeSVX4BTn0Tedx9c+E/wjJeQd90O998NN94A+z6y7ve9KcZlj9Xu/7j9G/3/\n8qjcNKqtazlmjFlUbMnM1wGvG9i8n6J6W0/D/oLr/o9G3dojSdIwdfr3qk5tkTZird/LA8dnq6jI\njq7YVroit9dZsc1kacfKdWmXdXLoMkIHds4tB9uh43sjyLJNOde7fraLsbf9E0rF8r6+7Qm5MEdQ\ntGG5a3N5vcEJr2ZiI78k2+j+tZ47yfU2+P9fe4dLkiRJ6nfH7f1dkTsDc7tGFsE3WH+iyLJiOyoj\nDqnkZjs4UJkZuZgBeeACmeRCcUzOV4JzN+xW2tsNwLRieX/3tTvb5nv7BoIt6w3z2jLeEUmSJEl9\nstUqK5/lUjeDXYIpJ5eab0FnyAUmtLhjbqAqXDFseyu488GHc+v3HgGUFdvB48pqK/QH22y3iDKQ\n995IGVh2QRu8AAAgAElEQVRbUbzn6mXmi27SWVkKqLtmbi0qtupjsJUkSZLUrzUwedRA9TQii4mc\n5ltEjhgkO4EDO9srZiNezdK2Fvfs3lE+XtmVORI63WA70BU5isb3Du6G2VZrRbfn5XOj0hW53e4/\nT7UxkzG2kiRJkuqrGI8a/bMKV7RaSbZgaT6Gdhme7EWKiu2aVSrJw4LtqK7I2W7Rag10RW5VKrYD\n3YuXg22rWrEtx9iOqjJrZgy2kiRJkvq1+seuDna9bZVdeocGywkFsHjY+s7vhtOlheEBM7cVMadT\nqdhShty+pXq676vb3bg6f1S323FU1ridq1R4VSsGW0mSJEl9ehNDlYGuPTzY3nfk/Lqrl5k5fBzt\nhO2DEcv9JHTmy4rttl7cWe5GXA2vy++vtXKM7Vzv+F5XZMfY1pXBVpIkSVK/Vrk0zoj81mp1yHZw\n7/22DV2SZyJz6696jg22QG6bh0w6C/PL2zpzvRmQE/rG22aM6YocK7siW7GtH4OtJEmSpH7drsgj\nxs+2yoml7ts1P/yArVbmypwbHqo7C8WkVNWKLd1QmtmbQrcbyivjaLv6xth2d7VbxRheK7a1468a\nJEmSJPXJbpgbkxYOHNZef7V2gzKKquuogJllpTbnK12RuxXbrEwaFb1gm+1WX4V6eeKpCDIG/iLW\nOJOztp7BVpIkSVK/ch3bce49dntR/ZyFYOwaup1tZbBdqAbbIqhGJdhSDbitoDoAN+fa0G4X77Ha\nbTpZ0W1Zs2dXZEmSJEl9loPf8mDUIceMGN86FQlL24s1dHNIA3OhCLGdgeV+igeVrsTVim11Lduo\nVGwzVwZZuyLXjr9qkCRJktSvDHwxq4rsahIWt7eHjwFePFBMHkV/V2TmqiG3/NrqTShFO/pD8lyr\nrNhWxtt22RW5dgy2kiRJkvr0VWxrKDJZ2j5qDdzoLfdT6ULcq9jCgZ1l4O1uirJiW3nDOddmaYmi\nK/LAskROHlU/BltJkiRJ/WoebAGWto2IMtEbW5vVrshlyM12sH/vw8tje12Ss91afppRBNtOJ4dX\nbA22tWOwlSRJktQvAjo1TrVlV+QcmmZieYxtf/fjXrfj62Jbsa27jm0riqV8qteYa7PUKarDK9a4\ntSty7RhsJUmSJPUbs4ZtXSxtG7HcUItiVmcGKq2tXvRZvPvG4kG1Ylud+bicPKp79Zxr908A3TJG\n1Y13RJIkSVKfjKjvxFGlpe3toZM4VSeAqlZaq48P236ApR0LlVmQg2xXQnB0Q3Euz4rcycpMynZF\nrh2DrSRJkqR+3cA4V9/VQRe3j4gyldDZV4WtBNv7Ftt0diz0L/dT7W5cVnCXc3O7RXaKJx1adkWu\nIYOtJEmSpH6tgG3b+c5ifYPt0rYRsyJXQ+eIim2nE+T2+d4Y2xgcY1tUbIPu5FGt5SHHmVixrSGD\nrSRJkqRlCRDBXXcFBw7UtDvy3NzocDkizFaX6MmMomLbrejGQHW3e50ASLLdJsuuyNnBdWxryGAr\nSZIkqadVzIi81IFWq67BdtQatoOiF2gHKrJLu3bAUqc8LFbMfFxs7lVsl4MtxXJAqheDrSRJkqRl\n2WpBFlMwtWsabO/bP2G7Op3lNW2rFd5WK1k8aifR7V88pCty3yntXlfkiHRW5BryjkiSJEnqaUU5\nkDRptTqzbs1QOeGMzdFJOmWwzUoYbbU6LB61Ezrl+xucPKp7frcr8lx7uUwby/9RnRhsJUmSJC3L\ndguyCHXzc/Ws2E4cuDs5tGI71+6wdORhLC9Om9m/5m2fKLsil88iHWNbQwZbSZIkST2tIEjm2vWs\n1gLMtZPlvsHjZC/YVpfoWZjvsHj0znKmLMpxtCOCbRl6u+vjtlr9E1GpHgy2kiRJkpYVY2xhbq6+\nwRbojY8dJ3tdkQdnUV46amev8pq5clbk6mXm2vT1frZiWzsGW0mSJEk97WKM7XzNg+2khnVFBlg8\n8rDeWNlMcmF+9DUqFVvAMbY1ZLCVJEmStCwbMuNvtidY8idiaFdkAObay+81FpdY2rV99GsttCn6\nK1dmUVatNOO7VpIkSdJ0LM+KXG+TtnBUV2Sgt8RPJ+kcNiLYRpSzIldeNGLi19d0GGwlSZIkLRu2\n7E0dRUwQLVu9iu3QKmv3vbZiePAt5Vy7OL0b+Ds59nhNXzO+ayVJkiRNRzl51MEgy67IuUoGHb3U\nDxCQ83ODZzSmy/ahYsvuRkS8LSJuiogvVLYdExEXRsRXyq9HV/a9NiKuiogvRcRPbFW7JEmSJI12\nUC1l024VXZHbrfHdq8cG2yDny/3L695ixbZmtvLXDG8HThvYdjZwUWaeDFxUPiciTgGeBzy8POfP\nImKC0eCSJEmSNlW7xUFTsm236GybW17CaL1yvtsVubvBrsh1s2XBNjP/Fbh1YPMZwHnl4/OAZ1e2\nvzsz92fm14CrgMdtVdskSZIkDZetOGhyLUBuX9jQhFjZipVdlfMgq2wfBKbdMXx3Zl5fPr4B2F0+\nPh74RuW4a8ttkiRJkqbpIBs72tm+QLZbxGCw7UwYdJe7IifduZAj86D7e2q6wVHQU5OZGRNNZdYv\nIs4Cziqf7o+rrvrCuONVK/cHbpl1IzQx71ezeL+ax3vWLN6vZvF+bcRVV8E/fWKarzid+/Ws39ny\nlzhETPvz9cBJDpp2sL0xIvZk5vURsQe4qdx+HXBi5bgTym0rZOa5wLkAEXFJZu7dygZr83i/msX7\n1Szer+bxnjWL96tZvF/N4v1qlrrer2nXz88Hziwfnwl8oLL9eRGxLSIeBJwMfHrKbZMkSZIkNdCW\nVWwj4l3Ak4H7R8S1wOuAc4D3RMRLgWuA5wJk5hUR8R7gi8Ai8IrMXNqqtkmSJEmSDh5bFmwz8/kj\ndj11xPFvAN6wxpc5d43Ha7a8X83i/WoW71fzeM+axfvVLN6vZvF+NUst71fkOqe9liRJkiSpDpyj\nWpIkSZLUaI0NthFxWkR8KSKuioizZ90erRQRV0fE5RFxWURcUm47JiIujIivlF+PnnU7D1UR8baI\nuCkivlDZNvL+RMRry8/blyLiJ2bT6kPXiPv1+oi4rvyMXRYRp1f2eb9mKCJOjIiPRMQXI+KKiHhl\nud3PWA2NuV9+xmooIrZHxKcj4nPl/fpv5XY/XzU05n75+aqxiGhHxGcj4kPl89p/vhrZFTki2sCX\ngacD1wIXA8/PzC/OtGHqExFXA3sz85bKtj8Abs3Mc8pfSBydmb85qzYeyiLiR4C7gb/OzO8vtw29\nPxFxCvAu4HHAdwP/DHyPk7xNz4j79Xrg7sz8w4FjvV8zFsWSdnsy8zMRcQRwKfBs4MX4GaudMffr\nufgZq52ICGBnZt4dEfPAvwGvBJ6Dn6/aGXO/TsPPV21FxKuBvcCuzHxmE35GbGrF9nHAVZn51cy8\nD3g3cMaM26TJnAGcVz4+j+IHB81AZv4rcOvA5lH35wzg3Zm5PzO/BlxF8TnUlIy4X6N4v2YsM6/P\nzM+Uj+8CrgSOx89YLY25X6N4v2YoC3eXT+fLP4mfr1oac79G8X7NWEScADwD+KvK5tp/vpoabI8H\nvlF5fi3j/wHSbCTwzxFxaUScVW7bnZnXl49vAHbPpmkaYdT98TNXX78SEZ8vuyp3uwV5v2okIk4C\nHg18Cj9jtTdwv8DPWC2V3SQvA24CLsxMP181NuJ+gZ+vuvpj4DeATmVb7T9fTQ22aoYnZuapwE8C\nryi7Ui7Loh988/rCHyK8P43w58CDgVOB64E/mm1zNCgiDgfeB7wqM++s7vMzVj9D7pefsZrKzKXy\nZ4wTgMdFxPcP7PfzVSMj7pefrxqKiGcCN2XmpaOOqevnq6nB9jrgxMrzE8ptqpHMvK78ehPw9xTd\nEm4sxzJ1xzTdNLsWaohR98fPXA1l5o3lDwsd4C/pdf3xftVAOZbsfcA7MvP95WY/YzU17H75Gau/\nzLwd+AjFeE0/XzVXvV9+vmrrCcBPlXPlvBt4SkT8LQ34fDU12F4MnBwRD4qIBeB5wPkzbpMqImJn\nOQEHEbET+HHgCxT36czysDOBD8ymhRph1P05H3heRGyLiAcBJwOfnkH7VNH9B6b00xSfMfB+zVw5\nWcpbgSsz802VXX7GamjU/fIzVk8RcWxEHFU+3kExmeh/4OerlkbdLz9f9ZSZr83MEzLzJIqM9S+Z\n+UIa8Pmam8WLblRmLkbELwP/CLSBt2XmFTNulvrtBv6++FmBOeCdmbkvIi4G3hMRLwWuoZhxUjMQ\nEe8CngzcPyKuBV4HnMOQ+5OZV0TEe4AvAovAK5ydcLpG3K8nR8SpFN2BrgZeDt6vmngC8CLg8nJc\nGcBv4Wesrkbdr+f7GaulPcB55SoZLeA9mfmhiPgkfr7qaNT9+hs/X41S+3+/GrncjyRJkiRJXU3t\niixJkiRJEmCwlSRJkiQ1nMFWkiRJktRoBltJkiRJUqMZbCVJkiRJjWawlSTVTkQsRcRlEXFFRHwu\nIl4TEa1y396IePOYc0+KiP80vdZOJiKujoj7b+H1+953RLw4It6yxmt8NCL2bn7rVrzOkyPijoi4\noPL8Qxu43jsi4taI+NnNa6UkqUkMtpKkOro3M0/NzIcDTwd+kmLtXjLzksz81THnngTULthOwUk0\n631/PDNP34wLZeYLgPM341qSpGYy2EqSai0zbwLOAn45CsvVvYj40bKye1lEfDYijqBYRP5J5bZf\nKyuZH4+Iz5R/frg898llhfK9EfEfZdUvyn0/EBH/XlaLPx0RR0REu6wyfikiPh8RLx/W3oj4h4i4\ntKw2nzXimFdHxBfKP68qt50UEVdGxF+W5/5TROyotOfz5Xt6Y0R8Ychl+953ue27I2JfRHwlIv6g\n8vp/HhGXlK/z34a07/+IiDeVj18ZEV8tHz84Ij5RPn5sRHysfK//GBF71tDWkcrzPxsRD4mI10fE\neeX9uyYinhMRfxARl5fva34t15YkHbwMtpKk2svMrwJt4LiBXb8OvCIzTwWeBNwLnE1RDTw1M/8H\ncBPw9Mx8DPBzQLUb86OBVwGnAA8GnhARC8DfAa/MzEcBTyuv+1KgA7wC+AHgZRHxoCHN/fnMfCyw\nF/jViLhfdWdEPBZ4CfCDwOPL6zy63H0y8Kdlpfp24GfK7f8TeHn5PpdG/DUNvm+AU8v3/AHgNRFx\nW0T8PvBfM3Mv8EjgJ8rwfg/wuPLPx8u/TyiqwMeX+/8X8OkyUP4J8LPle30b8IY1tHWo8pcO/y9w\nRmb+73LzQ4CnAD8F/C3wkcx8BMU9ecZari9JOngZbCVJTfYJ4E0R8avAUZm5OOSYeeAvI+JyimB2\nSmXfpzPz2szsAJdRdOf9XuD6zLwYIDPvLK/748DhFMHrU8D9KILooF+NiM8B/x9w4pBjngj8fWZ+\nOzPvBt5PL0R+LTMvi4g54FLgpIg4CjgiMz9ZHvPOif5mChcBzwOeBXyMIlA/C/iTiPgM8FngscDN\n5fv5KvD7FIH08Ij4AYqAfi7wS8CRwGPKv6PvBy6MiMuA3wZO2GBbv698nWdl5tcr2z+cmQeAyyl+\nubGv3H45xf2SJMlgK0mqv4h4MEXYuqm6PTPPAX4B2AF8IiIeNuT0XwNuBB5FEdIWKvv2Vx4vAXPj\nmgF8iyLYtoBjgJdGxPZKO98I/CZFoL0GuALYHhEnAQ+kCGbdYz8aEb9QPn0c8F7g6Ij4FvD6Cdoz\nif3AmcAfAfdQVIHfTlEJfirws+V7+WBm3gvcAnyl3P/vFFXYa4DzyjZ2gB8CdgJXlNXhUzPzEZn5\n4xts6/XAdyiq6IPvgfKXDwcyM8vtHTb+9yNJOkgYbCVJtRYRx1KEybdUQk1330My8/LM/H3gYuBh\nwF3AEZXDjqSowHaAF1EJlyN8CdhTVispx9fOAf8I7KLo2nsaRRflRwEvLo97CvDysh17gDspuhoP\n+jjwbIp/gxeAnwa+TNFt+D5gN71uvWTm7cBdEfE7EXE78Gng+yLi9uofirB5BCs9HPhc5fnXKarY\ndwA/DCRFoOz6SnnOxymqy93K7o8Bd9P7ZcCxEfFD5Xufj4iHV9r6g+UxzxvSnlFup+ha/HsR8eQ1\nnCdJkr/plCTV0o6yi+s8sAj8DfCmIce9KiJ+jKJ6dwXw4fLxUtkd+O3AnwHvi4j/TNGN9dvjXjgz\n74uIn6PorruDYizn04C/Av4A+C7gnyi67+6jCKQALwD+kqKr82XAVeX27wKurlz/MxHxduB3KcaP\nvpEi1N0I3FZ2e14s57Hqeml57aspuhTvzcwnVA8ox72+pvK+byt3HU4RYrsupQjV/wEcoAjgVXdT\nBOSPU1TCP5+ZSxHxjfKc3eX2nwXeHBFHUvw88ccU9+ClFF2/O2Vb72BCmXljRDwT+HBE/Pyk50mS\nFAO//JYkSSNExNXAL2TmP5fPXw88NDNfGBEfBj6UmX9aOf4Gim691wFfA+a744Aj4qPA32bmX0XE\ni4GXDYbVynUOL8fjEhFnA3sy85UTtvkOismzPl0+30sxAdMREfHTwBsy85TK8W8BMjN/JSI+AHwi\nM6szKt8N/GhmXrretpYV2V/PzGdO8h4mfJ9vp/j7f+9mXVOS1Bx2RZYkaXN8k2IcLQARsZNiQqbr\n6FWJD6sc/10D54/7TfMzyuVuloD/m2Js790Dfx4w4twrKLpMdz2q3Nbd9+AolkkatX/53Ih4CEX3\n6S+v0tbLymV+nlS2d9B9wPdHxAVjrjOxiHgH8KP0d6mWJB1C7IosSdLmeBfwroh4J3Al8N+BT2Xm\n1QARcR3wwoj4C4oJnR4y6YUz8+8oliBaj78GXl0Jka+hXPIoM79cdvl+XUT8NnA68AjgfeWx7wA+\nGRFPohhr+7vA+zPzro20NTP/nU2c0TgzX7BZ15IkNZMVW0mSNkHZPfl3KELh9RTBtTp50suA/0Ix\ns/LDKWYdnoa/AD5IsTzO5cCHym1dz6OYLfo24Pco1qa9GSAzrwB+kSLg3kQxQdUvTandkiRNzDG2\nkiRJkqRGs2IrSZIkSWq02gXbiDgtIr4UEVeVsylKkiRJkjRSrboiR0SbYqbFpwPXUixy//zM/OJM\nGyZJkiRJqq26VWwfB1yVmV/NzPuAdwNnzLhNkiRJkqQaq1uwPR74RuX5teU2SZIkSZKGatw6thFx\nFnAWwM6dOx/7sIc9bMYtkiRJkiRthUsvvfSWzDx2tePqFmyvA06sPD+h3LYsM88FzgWI2JuXXnrJ\n9FonSZIkSZqiuGaSo+rWFfli4OSIeFBELFAsGn/+jNskSZIkSaqxWlVsM3MxIn4Z+EegDbwtM6+Y\ncbMkSZIkSTVWq2ALkJkXABfMuh2SJEmSpGaoW1dkSZIkSZLWxGArSZIkSWo0g60kSZIkqdEMtpIk\nSZKkRjPYSpIkSZIazWArSZIkSWo0g60kSZIkqdEMtpIkSZKkRjPYSpIkSZIazWArSZIkSWo0g60k\nSZIkqdEMtpIkSZKkRpubdQMkSZK0fg99aO/xVVfNrh2SNEuNDrbbtsGJJ866FZIkSfVQDbnSNHR/\nmTL4vTduu9+nWotJf2HX6GArSZIkaXZGhdS1bpc2yjG2kiRJkqRGM9hKkiRJkhrtoOqKfNppsG9f\n8XUz7Ns3/rXWcrw0DZv1vb8Wm/mZq5tpf6bH/T3Osi3de1zX/8fV4fuv+nez2f8WbaQtVau1Z73n\nrVf39brX9/tL2hx1/Syp3kb9v27w37Npfn91X/ctb5ns+MjMrWvNFjvuuL35cz93yaybIUmSJGnA\nwfzLb03PW94Sl2bm3tWOsyuyJEmSpE1nqNU0GWwlSZIkSY1msJUkSZIkNZrBVpIkSZLUaAZbSZIk\nSVKjGWwlSZIkSY12UK1jO8zpp/ceX3BB//NRLrhg69ojabRhn08/j9qo7vfVav8GdL/X/HdCg0Z9\nT1S/Zyb9GWOzrOX7da3X3ErDPo9rfd2N/lsx6We8el8H7/Wwa1a3T/L/mupx/j9F2rhGr2N78sl7\n881vdh1bSZIkqW6m/QsfHZxOP911bCVJkiTNiKFW02SwlSRJkiQ1msFWkiRJktRoBltJkiRJUqNN\nPdhGxIkR8ZGI+GJEXBERryy3HxMRF0bEV8qvR0+7bZIkSZKk5plFxXYReE1mngI8HnhFRJwCnA1c\nlJknAxeVzyVJkiRJGmvqwTYzr8/Mz5SP7wKuBI4HzgDOKw87D3j2tNsmSZIkSWqemY6xjYiTgEcD\nnwJ2Z+b15a4bgN0zapYkSZIkqUFmFmwj4nDgfcCrMvPO6r7MTCBHnHdWRFwSEZfceefNU2ipJEmS\nJKnOZhJsI2KeItS+IzPfX26+MSL2lPv3ADcNOzczz83MvZm5d9euY6fTYEmSJElSbc1iVuQA3gpc\nmZlvquw6HzizfHwm8IFpt02SJEmS1DxzM3jNJwAvAi6PiMvKbb8FnAO8JyJeClwDPHcGbZMkSZIk\nNczUg21m/hsQI3Y/dZptkSRJkiQ130xnRZYkSZJ0cPrJ04bOBSttiVl0RZYkSdImqYaHD+8b1SlO\nmi5DrabtoA62G/lA+Q+DNH3DPrN+FrXZRv3b0P1em+TfDr8vDy2TfM98eF9M9Qf5Ud+vTfrZp9vW\nWb3uWlXv8ag2r/X/H4fCLyW6nw9pq0WxZGwz7d27Ny+5+OJZN0OSJB0EBn/4tuIkjTcY9v3MaCtE\nq3VpZu5d9TiDrSRJkiSpjiYNtk4eJUmSJElqNIOtJEmSJKnRDLaSJEmSpEYz2EqSJEmSGs1gK0mS\nJElqNIOtJEmSJKnRDLaSJEmSpEYz2EqSJEmSGs1gK0mSJElqNIOtJEmSJKnRDLaSJEmSpEYz2EqS\nJEmSGs1gK0mSJElqNIOtJEmSJKnRDLaSJEmSpEYz2EqSJEmSGs1gK0mSJElqNIOtJEmSJKnRDLaS\nJEmSpEYz2EqSJEmSGs1gK0mSJElqNIOtJEmSJKnRDLb79hV/JEmS6m7Yzyzdn2X8eUbSISwyc9Zt\nWLe9e/fmJRdfPP6g6v/kTzttsv/pn3baxhomSaq/wX8fpFEGf3ZY6/fLvn0rzxm1bVLdc1c7p/qz\nj9/nK/n/Aan2otW6NDP3rnrcQRVsN/s3lf4PToe6af4wNOrzO+6119K+6rH+kHdoGXbvh5n0l5/d\nYzfDel+vSd/DTWrrMGu5RwdDxbR6n4aF741ay//r1/P3Ocm/GXUwyf+PpFnYis/9Bm042EbEYyZ4\nnQOZeflaG1devw1cAlyXmc+MiGOAvwNOAq4GnpuZt427xt6TT85L3vzm9by8JEmqk1kHw80KVlJd\nDP6SYqteY9JfHqp+Ju35MWNx+ukbDrZ3ARcDMeb8B2XmSetqYMSrgb3ArjLY/gFwa2aeExFnA0dn\n5m+Ou4bBVpIkSZIOXpMG27kx+y7OzKeMfZGIf1lzy4rzTgCeAbwBeHW5+QzgyeXj84CPAmODrSRJ\nkiRJI2dFXi3UTnrMCH8M/AbQqWzbnZnXl49vAHav89qSJEmSpEPIuIrtsoh4JMXY1+XjM/P963nB\niHgmcFNmXhoRTx52TGZmRAztIx0RZwFnATzguOPW0wRJkiRJ0kFk1WAbEW8DHglcQa/CmsC6gi3w\nBOCnIuJ0YDuwKyL+FrgxIvZk5vURsQe4adjJmXkucC4UY2zX2QZJkiRJ0kFikort4zPzlM16wcx8\nLfBagLJi++uZ+cKIeCNwJnBO+fUDm/WakiRJkqSD18gxthWfjIhNC7ZjnAM8PSK+AjytfC5JkiRJ\n0liTVGz/miLc3gDsp1j+JzPzkRt98cz8KMXsx2Tmt4CnbvSakiRJkqRDyyTB9q3Ai4DL6Z/FWJIk\nSZKkmZsk2N6cmedveUskSZIkHRSSpEOHNu2+7XdyC0dwP4KYUct0sJok2H42It4JfJCiKzKw/uV+\nJEmSJB3ckg5fb32BkzqP7Aux34rrOCyPZI75GbZOB6NJgu0OikD745VtG1nuR5IkSdJBbIlFoKjc\ndoNtkhDQySUw2GqTrRpsM/Ml02iIJEmSpINDhyWgqNz2FmLJct/iiuMPsJ8287QmWrRFWmnkd05E\nnLXayZMcI0mSJOnQUq3YdnUfdVhiP/fQqcxLe31cxZ3cMs0m6iAzrmJ7dkSM++4K4JXAuZvbJEmS\nJElN1gu21UVVsty3xM1xLXvywSywo9yT3BE3scQiR+VxtCcaMSn1jPuO+RjwrFXOv3AT2yJJkiTp\nINDfFZnyca8rcofFSi232Jckd3ILOzicw9g1zebqIDAy2Dq2VpIkSdJ6LMUBYLArcvH4vthf9P3M\n7D8pksgWMLBdmoCjsyVJkiRtqkWKYNsZ0hX5Pu4de66xVuthsJUkSZK0qm534UkMG2PbPfcA+/ue\nd/cOfyxNxmArSZIkaVW3xDe46/9v797DJbnrOo+/P9XdZ+bMZDKTQBjHJCTAjiDXIBMQEUERiYAG\nL8tlFSPyGNwH5aI+u+C6C+6zPrLisq7i5UFFsoiwiApZjOGSVcmKAgkEcoMlckkCSSZccp/MzOn6\n7h9V3V1VXdWnz627+sznlWfS3VXVVb8+1XVOf/v7/f1+fH2qbfusQFSD10xoEOyOj5ic3Xdga2u3\n6nBjknYAPwacXdw+Iv7z1jXLzMzMzMzaJCWtjHI8ads+oNqM7ehx8yOztZpmHO33AXcCV0JeN2Bm\nZmZmZieUICp9ZpuNRkWulBgH2cBRg8cNxzFbq2kC2zMi4rwtb4mZmZmZmbVYkKq/anI18hC4LmMr\ntErgGjh7a+sxTR/bj0p6zJa3xMzMzMzMWmu1jG2fFW7Sdfk2Gj6j+PxhurbQ/zaIQhbXYa2tT2PG\nVtLVZO+rLvASSV8gK0XOZp2KeOxsmmhmZmZmZvMXwxLj5rUrBGke1jaMfBxQimQHy8Qw1DVbq0ml\nyM+dWSvMzMzMzKzVskC1OWMbw//yjK3yDG8xnmWwqliSXB1GyoGtrV1jYBsRXwaQ9PaIeHFxnaS3\nA431QkEAACAASURBVC+ufaKZmZmZmW1Dq2dsEUSMgt/y9k2DRTU/MpvWNINHPar4QFIHeMLWNMfM\nzMzMzNpokI+dtB4o9cOdNN0PpYytKo/N1qZx8ChJr5V0N/BYSXdJujt/fJhsCiAzMzMzMzuBrFaK\nDOUs7eR5bGPicrO1aAxsI+I3ImIP8MaIODki9uT/HhARr51hG83MzMzMbM5Wz9impVugMopyQLe+\nYFS1S82mN00p8q9I+lHgu8nqAi6PiPdubbPMzMzMzKxtNpqxvf9+2NErb18KlgURztja2k0zj+3v\nAT8HXA1cA/ycpN/b0laZmZmZ2bhLLpl3C+yENl3GNm3M2EK/X9ePtlKKrNkFtkHwDd0ys+PZ1pkm\nY/t9wLdH/tWJpIuAa7e0VVvtkkvg2c8e3R8YLDMzMzNrm8FnluLnmOLyAX+esS0yzXQ/UM3YRul+\nORlbnLV2PoNHBcGdHOZUDszsmLY1pglsbwAeDHw5f3xmvmwxNH2zWbd8sMx/EMzMtj9/sWnTmEfQ\nOAhcp8nOTvo8A35vr8ZfCqxRDEuFVdMrdhjYqnlUZKkY6I7fK+5nNia/Jlsc0wS2e4DrJX2c7F33\nROAKSRcDRMQPb2H71m4zSnSq34Samdn2Uv1b0RRI+G+BVU0TNK4lMK2rIKt7PKkda9muTe/peSYU\nJiU+iudkI21rOkabzsGaDTKsKaJTs3YweFS/sG255Fgq76n+KLPM2E52lCP02EEyVQ/ObWCB46Bp\nAtv/tOWt2Cyb2e/E2Vuzrb8O1vKhb7Xt69pYbP9qx/K1vj1t9O/CZn4wrbuepm1f9XiL9jdq0do7\nrWqQW3y83sBzq63ld+FWfMCdtmJuvT+XSe1dzznZivOz1r99LTIqFE6hNrAdzWMblWWD+0lN/9n5\nTvczCsDrMraH9SX2x0NYYucM2zQnC96HX9OMOibpLOBgRHxY0jLQjYi7t7x1qzh08GBccd55W3+g\njXywbou6dre5vdNo87fQ8zLrX0hNmYbtZNqsi9l2M8v3fvV3SZt+n/v6X7vie8e/Q2dvC6+fG3Ud\nfR3njPQR9Ngxtv4ODvPN5BaWYw9HuBsESSScFY8B4E5u59b+rSz1UghxahxgL6dxjCN8VTcQeQnz\nSXEKp8WDt+x1FPU5zo3JdZyVPpqkJli/SdezP85mieWZtGcumuKEeXZrKBxbb37zlRFxaLWnrBrY\nSvpZ4ELg1Ih4mKSDwB9GxDM22NwNO/SgB8UVL3jBvJthZmZm28mJ8KWd2Trc+Jyz6LPC6R+5jaW7\nV8bWf/PgHu54+Mns+PpRjj4gD3wDzv6bryDgjoedxO0H99HtBgScet2d7P3iPRw9ucctT/2WYWC7\n++Z7edBVd8zkNa3sSLjpmQc469KvkqyMx0U3Puds9l/+FXbcdXwm7bFx0wa20xSLvxx4CnAXQER8\nHnjQxppnZmZm1lKXXOKg1qxGHDsKQNqpH2Qp8uVpd7ReiPTZzxw8QEmhNFnDjco0w0GcBn1+mw55\n//3j7bNWmiawPRoRxwYPJHXZ4BjckvZJeo+kz0q6XtKTJZ0q6UOSPp/fnrKRY5iZmZmZ2SZS9r9o\nCGwHAW/0iiGGWCHLdqaJ6JRXZdtXdtcYZG6BGATRTcG0ZtseW79pAtt/kPQrwLKkZwJ/AfzvDR73\nfwCXRsQjgMcB1wOvAS6LiIPAZfljMzMzMzNrhWx4pXjSubVrhxnb5XL/2xWOZSX+B/9VcVejTGg1\nqEzak7ENMdsMsq3bNIHta4DbgauBlwGXAL+63gNK2gt8D/AnABFxLCLuAM4HLso3uwh43nqPYWZm\nZmZmm2sQ/KWFuWlL6/PA9mi/PBLyIGN72RfOGi2PUbZ0PGM7y8B2kLFt3sQZ28Ww6nQ/EZFKei/w\n3oi4fROO+RCyQPlPJT0OuBJ4JbA/Im7Jt7kV2L8JxzIzMzMzs82grD9iTApsA3rdwnoFxzkKAdde\n2+fQw/LFKvexFYW+jjMtRR7cNpUiy31sF0RjxlaZ10v6GvA54HOSbpe00Xltu8B3AH8QEY8H7qVS\ndhzZUM21/XglXSjpCklX3H7kyAabYmZmZmZma9GUsW0aVOo42aBTS91+eUWhFLn4wX+mGdKmAaxy\noRlnkG3dJpUiv5psNORzI+LUiDgVeBLwFEmv3sAxbwZujoiP5Y/fQxbo3ibpAEB+e7juyRHxlog4\nFBGHTlvexvNJmZmZmZm1ibK8akq/dnU09I0dlCKXMrkw7Es7FsjOMJAcZYmbB49yxnYxTApsXwy8\nKCK+OFgQEV8AfhL4qfUeMCJuBW6S9PB80TOA64CLgQvyZRcA71vvMczMzMzMbHMFgCDV2gLb/iCw\n7ZWfF4OIsRJUxjSjAG2Whn6+ddtYu03qY9uLiK9VF0bE7ZJ6GzzuLwDvkLQEfAF4CVmQ/W5JLwW+\nDDx/g8cwMzMzM7PNksd3fVZqV0eH2uxmkBIEvUop8iCAHc/YbqyZazIIopuO6el+FsakwPbYOtet\nKiKuAg7VrHrGRvZrZmZmZmZbZLXAtnGaHpHSHwtsm/q3zrJP6yBr3HTMQNPNI2NzNymwfZyku2qW\nC9i5Re0xMzMzM7MWa+pj2zT/rPLAttsp97EdTfdTKUVu0eBRePCohdEY2EZEZ5YNMTMzMzOzdsr6\n12YB3loHjwJ440fP5cxdHykvbCoDnmXGVuXbWo5rF4IT62ZmZmZmNpmAyMYQbpruZ9KgTx/+4BG6\n3WrGtnxbOtasFKYcalrvjO1icGBrZmZmZmaTFWK7aMrYTggA9+05Qq9SijwMJvNphEb7WW8j127Y\n5sZSZDljuyAc2JqZmZmZ2USBhrFnEIUwtKAhsghSTjm5OWO7Winy0d1dju/aol6SE0qRB6/RoyIv\nBge2ZmZmZmY2WTG4SxKiMx7tNWZsBafuvY9upzoqcv0cstXHdz10N3c/ePcaGzylUtZ4lW1yh885\nhWO7J43Ba/PgwNbMzMzMzCYqBpvHj3dIe+UwIhtcqvn5+x9wT82oyPkdqZwBrga63YT+jq0JWyYO\nHtWw7tjeHtF1GrdtHNiamZmZmdlkGpUiHzsu0l4lsFslznvgKfeOBbaljG2SjC0fSHsJ/aWtLUWu\nbX/jPLsuT24jB7ZmZmZmZjaZYJBXXemLfjVjm4wC37Rm0ORT9943oY+tSNPmwaPSrkiXtihsGWZl\na0qraShTlmY6JZFNx4GtmZmZmZlNFIWBi6UYL0VOhIaDS40Hffv23E8nqWZsR/uOGF8+kHZEv5oh\nZnybOx520iqvYlx1VOSVHQl3n75cKq2u6wPsjG37OLA1MzMzM7PJChnKThKklT6m0aESnZbt2XWU\nTuN0P9XnVvbdFdGdHLasLHf45rfvXXvAWSk3vvVJD+Rrjz+V/s5Oc5mypwBqJQe2ZmZmZmY2UQjo\nZCMBdzvpWGlwJKNITzWTAe1aPkanU14ehTJgqbkUOZJkLJCuGgwu1V9jyXIM+/lmt4NMdNpRYbqf\n8f7Ek+bstflwYGtmZmZmZpMV4rilXn+sj23aSwqlyjVPF+zZfbR+nyqPHTU2WFNH2b8JzRsMLtXf\nMXmQqeM7O/UjMBdv08imM5pQiuyMbfs4sDUzMzMzs4mKGUoJolMT2BbWV/W6Kb1ueR7baJjHduzY\n+a4nTbEzzNiuMi3QV5/2oNI2xazx8HGQB7b5yjwbfftj9nHspK4Hj2opB7ZmZmZmZjbZ2EjFlcer\nDO4E0K2UIg/3mZSfWy3zjY5QGmNZ4qJRYDs5Yxsql01TGTwKCRGlbQbtObqvR9pNPHhUSzmwNTMz\nMzOzyWrKg4v6vWTN5bnVbGndsYYBZMrYSMxFK8sdiGBllYxt9LqVwLbaFoYZ2+GywS6lLHpyKXIr\nObA1MzMzM7OJxrOo46XIkawx2huU/06ISNKuIB0do0l/Z1Yi3F+enLFN+2npeMW5dLPbfHmncH8Y\n2I7613rwqPZxYGtmZmZmZpONjVRcydguJWMlxdPucyywLWZsOwnKpwJKl1bvY7uy3G3cJsgHqSpl\nm8dLkQHSpJCWLfa/lbJ5eh3Xto4DWzMzMzMzm2hsZOBqKfIqJcAT9zlWijwaATntKItIxeQ+tvk0\nP/2dzdsMB6Eq9Z+tuVVzKfIoYzvpldk8OLA1MzMzM7PJxkqRy6vTpcklwJP2OZaxjRhlc7uDbTSx\nFDntDuaxndAOjfY1WlZeBxCoNN1PNWOLGA/Gbe4c2JqZmZmZ2URjGdu6UuT1qp34NrtJB5nhRI3H\nSJNREJpOmBJolLEtLKtOOVTI2I62yW7vXz6lvJ21igNbMzMzMzObbJXAdlI2ddV9VoPEKASchUC1\nv7M+G9vfkaA0httH7VZMzthmh81HPlYeLJfnsf3GN9J8VGS5FLmFHNiamZmZmdlk1VLkamA7IVPa\npHG6HyhkbEfhykpDYJsuJQyj2Rjv/zs83qQ+toOsbwwC5GSs/22SFOa3dSly6ziwNTMzMzOzicZL\nkSuP1xHYUi0DHu6sEHB2C2XGDaXIxUGllAZpLyHtiHsOLJd3W5exTUZtGMxhC5VAPX9eolFg64xt\n+ziwNTMzMzOzySaUIgfjGdw1qTxXMJp2p6NhQNrYx7a4PLLt+ksJX3/03trj1M5jWzgmlAPqwTad\nTjFju+qrshlzYGtmZmZmZhOFBN3RHLGxe9fwftoTzR1bJ+2zfDtaEaN1hdGJo9sQ2PaSUrCa9jQ2\nAFTpeJ3xbCwdZfsYZGw7yegllTK2g305sm0bB7ZmZmZmZjZZJY677950eD/tjQZvWtc+a/vYarjv\nYqZ1bGog8kxuIeubLiWENJZFHpYRF7PNg0CVbLCowdBTWUBdLjsu97Gd+lXajDiwNTMzMzOzkjvP\n3s3dZ46ystVArtspB7brydgOdlrXX3WwrNjXVWnUliOv7EhGwbHyPrcJkFRGLy4OFFU5TiSVPrbF\neWzzQ0oObNvMga2ZmZmZmZWsLHc5vms0CnFUIrlOUgls12HinLD5slIgm0J/aXxk5LQwWnIkot9L\nageKGmZsa0qRI6Hcx7ZYAl07eJQj27ZxYGtmZmZmZiVZ2W8hVEigmJaVYvgo7W0syBsLEgvz2Fbn\nrq0bGbkU/CYiXerUZ2frpvsZPFUqDyrVKcyHWypFHrR5tVdls+bA1szMzMzMSiKBKMSU1Urjfjrq\nw9rvJesrzZ0mY7ujHNjWlSJXg93+zkLGtvj0wkjL1WWIcsa2kMEd7EuKUV/ejYwCbVtiLoGtpFdL\nulbSNZLeKWmnpFMlfUjS5/PbU+bRNjMzMzOzE540XrJbiG7TNBkGjdmoxOuZxza7qRsQapARLQay\nkYj+jprAtjJacn8pmZidLb6uKGR2i31sh8+LGGVsVShndlzbOjMPbCWdDrwCOBQRjwY6wAuB1wCX\nRcRB4LL8sZmZmZmZzVhWipxFb7c/bh/37d9JMbJNo5CxrYxKPPUxJqRso5tNtxOFwaPoaCyDC+UB\npobtqR0oqrmPbZaxLRy/MPDU4FaF6X5qR3K2uZpXKXIXWJbUBXYBXwXOBy7K118EPG9ObTMzMzMz\nO7Hl0+Uc3dfjnjN3c/SUpdLqKAa2NVnU6Y6R76vy9OiIu89YJl1KUFpet7JcDmyDmvlqGwaPoi6L\nWxggqtTXN8kHjwqGQWxxVOS6LLPN18xPSUR8Bfgt4EbgFuDOiPggsD8ibsk3uxXYX/d8SRdKukLS\nFbcfOTKTNpuZmZmZnUgiyQLXew4sQwT9HUmpn23EqFS5bqTitUirz0/EvafvyoLYyvy4x3d3y8/t\nJVAJftNuMgpiO+WMbUR9v9sQpcgoC3jLU/skyWh/HhW5feZRinwKWXb2IcC3Arsl/WRxm4gIGmbD\nioi3RMShiDh02vLylrfXzMzMzOxEE8oCwLSrLPiTsv6mg/UxynzWjVQ8lbzbbu2oykF5Ht3cyq7q\nKMlCUQ4bsjlpxzOroXIJ9WBZ1pZKxlaURkAeHGH4XGdsW2cep+T7gS9GxO0RcRz4K+C7gNskHQDI\nbw/PoW1mZmZmZpZnbKNTDBeKge1oepz1zmML1JYbQ9a39r5vWR7rfpt2k9LATf1eMpYOi0EZMZUy\n5WSQsS0HsJAHr8VjDbYblCJX+ux68Kj2mUdgeyPwnZJ2SRLwDOB64GLggnybC4D3zaFtZmZmZmYn\nvMhHAI5ucwQ3zNhO2GYiiZWd4+XGg3X9nZ2x0ZaVBiu7RuXItUG1qO1jOxj1uDxSciEDW8jYKkaj\nLReDWA8e1V7d1TfZXBHxMUnvAT4JrACfAt4CnAS8W9JLgS8Dz59128zMzMzMjHzwqMqcr9WS30F/\n0/UGthFjg0FV14+NthxwfFeH3r0rQF4GXT28RtnkuiC2FCwXB48qJaeD6Ajl6eAYy9g6sG2bmQe2\nABHxOuB1lcVHybK3ZmZmZmY2R5EwLEcGsqxqMfDLRwgOGMuqrkV/Z6dutp/8mGQTg1batbK7C7cf\nzZ5fGAF5tFGMgu5SEKtS39lsWeG2WvY8COoHfYzBfWxbzKfEzMzMzMxKBtPfDAJEVcqFRRbkpb3C\nyEprPggcX+6MTdczVLe8k3D3Gbu458BOIC9FrkY0hX60pVGRB8ndQiA8LFmuDh5V6GNbLkV2xrat\nHNiamZmZmVlZntkcBoaV4DWb0zULLKtB71qs7O6uub/qsT097ji4J3v+zmT8+QFpPuhVeVRkleai\nBSZmbIfbFQaWGvWxXVOTbQbmUoo8d5deOrp/3nmjx+edN5/2mJmZWTu17TPCpPa0ra220CIfTCka\n0mBSFvSmNaMST3+Q8el7ptIZlUinO8afr4ZS5EjyuWiLGdhCYFvNwtaWLHtU5NbafoHtpZeO/0Iv\nBrJ125uZmZm1WdPnlbrPPbY+/lmWDYPa8flgARKlkIj+euewzU0cPGqCQcDadPxBYJtWpvsp3cKo\n76yUj4w8vo9sm0qgvF1LkRf4Oth+gS2UT8haAld/02lmZmZtMe1nmOp2/jyzNsWf3wJ/qN9sMchg\nJnk6tlMOIJMkK+k9tqe37sGjFLHu5w4D14Y5dAdTEJX72NZkWydmbAvbV0qRnbFtn+3bx9aZWDMz\nW49LL/XfEBu3We+JaarINus9ONiP39PN/HNpNhhBuCEz2UlSIoH7H7CjfpCnKUQ3IbrrDEc0IbAd\nDvwUpYxtsX9sjDbNbmv62JIIOp3Rejwqcpttr4xt0zeW692Pv7EzM9u+qn8jimMuDNb774AV1b1n\nmrarVo4V31/VsT4mHWPatkz7HL+nM2vpprben1nTmC6bse9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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "animate_thalweg(U24W, U24S, [100,0])" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": true }, "outputs": [], "source": [ "U48W = nc.Dataset('/ocean/vdo/MEOPAR/completed-runs/SalishSeaLake/48UW/SalishSea_1h_20170101_20170105_grid_T.nc')\n", "U48S = nc.Dataset('/ocean/vdo/MEOPAR/completed-runs/SalishSeaLake/48US/SalishSea_1h_20160601_20160605_grid_T.nc')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Wind Event\n", "\n", "* Pre winds: 6 hours\n", "* Ramp up: 12 hours\n", "* Steady: 48 hours\n", "* Ramp down: 12 hours\n", "* Post winds: 24 hours" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## vtau = 0.2, winter stratification on the left, summer stratification on the right" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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ZUxUjzbkxQi5jM/xNp5v4jNOGusk9qaNQ1ISEQ1U90/EmtnHaUAM0moSEwOLE\nkrdlgTkXTWzjvKEmhBCbcERNbENDTQhpBazPTXzF+Z5rW1wMexFSHRfWUnc7Z9bvJ4SUweleO7J3\nZF3cU1vrpYw1w2WEXMYFQ+lCGwgpgtM9VhU9sS2s2eUNTP/ClwZFDrhlJSHF2dlete54dztnGNt/\nNNCy0nMedLyJTZy3Nq5sEXkyM47FiSUsTixhd3MFu5sruQKnuAlxE6VloFcGlFNcxGWcr0wG9Aol\ndDv2m3oyM44H168MDPDk/imAYS4hI0STne1VzC5vWNOMcq5PZsZxPD080PLowRCmb30J++95k5V2\nEZKF8yNqhe1Q8/H0MB5cv+wsXL1133rbCPEJ2xXKlJaTnIXpX/iShVYRko0XFsb23FbaJvEPrl/B\nycy49Xk3UoyprXVOS1hkZO/IqnObpOVu5wwPb1wDkD4oYJ9xkzbo2QtD7TJJo2ziB6GL21Vc2Bkv\niW7nDCcz47abQcglvDHUtr3wLLJKI9IYEHKZsf1HTuo5z/GmnokN3FNKCi4UTEgjLzGG4nYHfhdu\n4MpqjiSYHOoPbdGzN4YacFvchJBi+GoQ22IcfCPk78UrQ02IaUIWNyEkDGioczA1j0aD4AZJhS34\n3bQDk3Pi7DNuENdzqN8LDXUOJsNzoXYi32AVqnaiNuVwMYmNmCPE+yx7bMPMLm/YbgJJIERxu44N\ng5lWE6EM7DNu0IYomXeGevL2qe0mVMLXBJrQaIO4XWd3c8V2EypDx5s0gXeGOgRoENyF302z0PEm\ndRGSlmmoCSHWyCoW5AvzC2u2m9B60vJOQjHW3hlqrqUmpghd3D4QQvibuE0IevbOUAP+h8uIO9BY\n28f3LGzW+3eDkFdz+K0Qj6EhIIQQs4TqeHtrqH33wok7ZInbd4H7gKs1/IvAfuIOIRprL62dD/PU\n95ZuDn7S8LnjhEbIYTNSHR09c6kWqQsvDTXgthfOm76f8Huzg+uOt26/4FItdwhNy94aalcp2kE4\nqibEXUK74beJkIoa0VDXjE44zNfO0xb4/RCgp+W8vsC+QurA23UFO9urToriUps6dtpBCKnOBT1T\ny0EwtbXuXaSEI2pCiHV8u3Fm4eIAgviN14b63tJNLtMiJBBYyIiQZLy3crubKxQ4IQGws71KLROS\ngPeGGgBG9o68H1kzXEYIjTUhSfht3SK4vK6aEKIPHW9CLuK3GiKEIG5inxDLD/qI7453SMlxPhOK\nnoOybD6V7nbjAAAgAElEQVSLm8J2B34X9qHjTUwRgp6DUsLI3pHV+a0QOgRJxzcv3HfG9h/RWJPK\nhKBb5wqeLE4sDf6+c7il9Z47h1sX3meTydun3J/WU0IQtEuU0bJ6rW09jx4MYXdzhX3CU0L73py2\nKIsTS4UEbhM1mo5uMKDbWTgSt0dRQftY1cgFymh5ZO8IwDi6neZvU7ubKwDOtVmkn7B/2KPI9+ST\nlp011Ccz4zieHsbs8sZANKTdJImwitBC87pd5uGNa5hd3sDY/qPc3bLUaFrdAwB/dqXy5cbvAib1\nXFbLvhhrJw21EqjaNm5+YQ0je0cXPPLFiaWIkIGxyN82hF32C/ehk9hCR3w0tu6iQtgnM+ORLSCH\nB4Y4Tc9jM+MAENEz8R1dnTatZ1/uv84Z6juHW5hfWLu0t+vJzPiFeauTmfH+XHDvdd3OFYweNNnS\ni8S/cBoQ//FFxK4THxWfzIxjZO8oVc8q1D16YGePZ2o5PHzXspMplfGlGQ+uX8Hx9DBO+p72yYXR\n8zm2Nm5n+NU8tq+L78J2hTuHWxeWTXY7Z3hw/Qoe3rg2eOzcSLtJkb5gu9+6iO1rEoKWnTTUcXED\n5wJXxjrNKDdtrNM6AcVdnrzrcW/pZq3iC0HYLrGzvXppmVW3c4aHN66lOt3qNU1iql9Rz8Wg3vJx\n1o1N22/6eHrYicImpjuXL0kNNolfn7SMXJ3rmHYz5XfQHN3OGcb2bbeiB/VcD7o6i/4ffU8VLeu+\n3wecNdRthOJOJ+u6MImP1M29pZtcymeIvGtS9Jq14Ro7GfoOhTIdiGGzy7RBiKFjK3/ENtTzRajl\nctBQ1ww7JiEIohQotUxs4a16bAuflYqqwaptxEfYH5Nh5KBevDXUIRN6pw/98xH/oONdHjrd9ZNr\nqIUQ3y6E+JQQYlcI8ZIQ4r/uP/4GIcTHhRBf6P8ei7znfUKIl4UQ+0KIHyvTsPmFtTJva5Q6xR2q\nMQv1c/mAq1p2YRVHnYTa56e21oP9bK6hM6L+JoAfklLOAngrgAUhxL8F4L0APiGlfBrAJ/r/Qwjx\nZgDPAHgLgAUAHxRCvKaOxrtAnR01NBGwJKh1qOUMqGV9Qvs8rpNrqGWPb/T//bb+jwTwdgDP9x9/\nHsA7+n+/HcBHpJTflFLeB/AygLcVbVhe4X6XskgZ+smHwraPq1p2qaZ3nVoORQOhfA6f0JqjFkK8\nRgjxaQCvAPi4lPKPADwupfxK/yVfBfB4/+9xAF+OvP2w/5hRbCeTNYXvomB4zC1saTnLsXYt9E1j\nnUyWlqsWJiHZaBU8kVJ+C8BbhRDfCeB3hBAzseelEEIWObEQ4jkAzwHA5OTkped9+1J1ixuU2d9W\nvVY5J+rGljdSsY2JikEsGmGWOrQMZOt5fmENcLiWdxJF9FymEEp0oKGz9afLUJ/1U2hYKqX8cwCf\nRG++6mtCiCcAoP/7lf7LjgA8GXnbRP+x+LE+JKWck1LOPfbYY1rnHz0Ywtj+I4zsHTnnhQP1Z452\nO2fods5wPD2M4+lhZxPu8kbRFLZ9TGq5f7xUPSeFtkcPhjB5+/TC/75Spka40rLS8+zyRk2tq4bS\nMkvu2kUn6/uxvvcNIcQIgB8F8C8AvADg2f7LngXwsf7fLwB4RgjxWiHENQBPA/hUkUalGSDfPc84\nZTu5EviD61ecizzobKhh+phEDxtaTkM53C7ruWi/q6rnqa11Zw12EtRyc+i4sU8A+KQQ4jMA/hi9\nea1/DuADAH5UCPEFAD/S/x9SypcAfBTA5wBsA3h3P9ymTZoH7rKoFU2JO35OV0bXVWtyp72GAjdC\n41oG0uen7xxulfkMjVLUcFbVc7dz5pWxLgPzVoojpCw8HWWcubk5effu3cH/8S9x9GAIu5srFx6b\nX1gLZg9boLohmrx96pQjk/R5isxL69K20JsQ4kUp5ZztdmQR1fPs8sYlQx3vq4sTS3h445pTKzmi\n2Bg5utSvq4a9uSomHV09OzcxFPcmk4w0AIzsHXk9rxWn6l64SU6LLc88TZgUbPvIM9IKF3NOFGWM\nruk+PL+wFvxIm6TjnKWLC9tlAddBFYHHbyhq3quuUFP02KaPXyVMTtwkbfrKhxB4GapqOaqp4+nh\nC3qugyQtmzgXdVod5wx1nLRw7p3DrWCNeF0du06jrY5vkrTrUDX6QNzDpWkbkzSh5bqccMBc+/O0\nTD1n45yhDiWcbStZQjc8VqV9WTcHLssiaSRNYUWJLtdyDdvJT3nz93XomUlf7uCcVYx2yDyj7boX\nPru8UXpeqcpSD0C/rrZvYqSx94fQ5lRnlzdKra5oqs82qWXqsFncTZuGXj3v0YMhZ7NFq7arTNUj\noJx3HX1PngjLtqtse4if7G6uBPU99vRcri65q1puipD6gQ2cNtTEDvHyiXGR1S1+ijpMdMpyuux4\n+0h8rrlpLSedkxTHOUMd9zxnlzdS57YWJ5YwNjOObse5j+E9WeKqc7kKRR0WoRnevHl2V6m6ZDJK\nEePOnBUzODdHDVycm84TuUtb5CXhUnKcLWFkVRsrshSEwvaPooYtJKNeJ65pGbisXxppczg3FJ1f\nWANixjdrVJ2EMo4uiN6FNgDnwkgSSJ2jWN2SoDTSYRLfOavMbmgujcqL3ovqxJVyu3FnO28+nlou\njnOGOok0kZ7MjF96Tu2wBQBj++eFAmzikriTiAvHpNCTbsw00iSJXnQsWc+uaNn2+QG9ZE+FaaOt\n42hx+so8zhnqne1VzC+sac07x4Ud3QYT6BlyF3BB3EXq9ZrO6o6KmyJuFyN7RxidvljHO81xjS/N\njGq5B/NRgGIh5TpWaOiMmtOg010OJ3v9yN4RJjGeu+lGUrnRpLXVNA7VqTrq5nfQTu4cbl1yvHUc\nV2Wk4+VFkzb5IMUwEUGjnpvFSUOtxJk095HG6MFQzPs+Z/L2qdM7bdkib0vKovNMJsVLzzscdrZX\nCxlYlWOSVAN8d3OFxjoB01oGqGeXCMZ6ZdX9LnqjMI3tTpq2A1keRdsdvyEwPEbSKJNUphjbf9Ta\nEHhTWk56f1nDTT1Xx521QzHmF9YKLW3KW6ZlM5nLdpioyc9eNZGFog6PxYkloxvo7GyvOrXssUma\nHGyY0DL1bAYn3dLFiSUgIaM7i93NFWAz+zVNlL40jettrtI2irgdnMyMJ2Z0p9HtnGF3M7uOv3I+\nbWijbDQgZC0D1HOdOGmo08ha5qQrHltiqRLqcwWXbzKEtAFT9xAb+8eT8ngdP4p3jtB26zFB3QLS\nPX5831kKuz2kJXlmoWtIbPUjG05rE5+1qJ6LvIeUx6sRdbdzhvmFtcLbWy5OLA3WVO9sr7ZiVG36\nPFk78kSvp868FoVNgJ5jffXW/UF2d7wCWVoETW016fo2tyapUzNpetZZxkUtN4OTI+o7h1upCSPH\n08OYX1gbjJ6jHUVnTluJPPRkFNMFS/JIShyJ/s9oR3u5c7iVmEzW7Zzh4Y1rg76xu7lSqM6/0vLk\n7VODrdWnSWe/Lj2nGdq0QkjEDk5bq7T56KwM76QOrUbTx9PDeHD9itW51iYNlonPWXVbvHtLNwcj\nJRrr9pLkeEf/jxrrLJRxjmrZpyzwKsauqp7jm+CUgRUG7eB86DtarCRax/t4evj8xt+5+J6prfUL\nwh3D5TrBttZUN33eouH2OsPVLFLRbq7euo+HN87LiUZH2Wl6TtJynKmt9Uv3gKZoOknUhJ45MvYP\n5w11fB5KzTfn3fQvGuUrGD2opXmlcF3cUeqY6+aNop3EK40t/sLSYOlWlp7jWgbQaj3rUreRdvVz\nh4gf8aIEioa6XBvNFQkdmRCDzvmqhrnT2N1coaBJImUywgH39NwkZULYJouPRI/FEHgzeGeo7xxu\nYWTvyGilo7YwtbWeOk9cl5GO4ss8ImkGNcIOQcu2VpHoPEcn2X9457SIDXEnjUSaMNJA74ZMY02i\nKMc7hH7hSrJkU0Z69GAoiO/NB7y8yiGJ2zXqFPbO9qrVmuvETdKWb/mGjXB83Mlu0vnf3VyhnhvC\na0sXgrhthczUeRkiI67QFse7zmJEdZ6H2KMdynAc3YIiNs5LSBOUTSpzDVuaMrFGmriLt4Y6WnaQ\nVIfeN7FJKOFvXVypwU/8wGsrF4oXbhuKmhBz2B7ZUs/h4bWhbpsXXhe2byyEAGCCKCEpBKEK18Rd\nZtmCrXlqQlzBRce77BIkm3qm4x0eblm4Eri41Z1atuDTOkO12QEh5Byl5cnbp97oefRgiHoODPd7\nnQauFNIYPRi64CUXXWNoywtX2wTOL6xhcWLJ+PEJ0cWl8He0HTvbq4VH+7ZGtqqd1HI4uKGIiric\nVKa8cV2aFve9pZvY2V7FyN6R09eRtAdXHO+4o12mYI9NPQM01qFgXw2GcGFuK60yUdHwvA1P/M7h\n1uCHEJu44jA2UUikrmNRz2ERhKF2aU21b+JmuJu4hC8bdbiY2Dm1tU49B4p9y2YIV7zwLExuNWeK\n4+lhnMyMU9zEGVxyvLMwpWfX7gnEPdxWQgFcXNqRho4wmyoJ2O2c4cH1KwyREecIZc9ppeUm9Ewt\nh0kwhto3dEcLXBNJ2ogr2d9lV2JwlExMYl8JhvFF3Cob3MVwOCG2UREyX/R8b+nmBT3TwSYmsa8C\ng5RZ62gT3WzwJNHTuJPQ8SHvJIqOnmnASRmCMtRATyyqipBNKEhCqnHncAtXb90vVIeAkBAJzlAD\n/o2sy2DSEeDonLjKncMt7GyvBuV404knRQnSUAPnI2ubTG2tY3Z5g3V3CamIqp1vE6XnotARJlUJ\n1lADcMITB3prlfO86KiYKWxCLlO0fGddFBkRU8vEBPatWM3YFne3czZYD6or8KTXMVxGCKxHyaJa\nztKkMtDULTFB8IYacMurzSp+kNdOip60HVeiZAodPdPxJlVxp8fXjIvrlcsuuzItct40iE/sbq5Q\nz6RVtMZQK+4t3XTOI4+TJW6KmpBzbIfC4xTRZ1NlRYn/uGOxGsS1pVsUKyHhQD0T07TSULtSFCUN\n00IfPRhy9rMSUgXXtWx6aSa13E5a+43vbK9azwiPQi+ckHIoLbtowI6nh2s5btZn5b0kPNzr2Q2j\nklJcEHldc1ZqiVjWfB6LshDfiSaZ2daz0rHprTqVll3ZsIQ0A7/pPkrkIYeWdrZXUxPVdDcIIcQH\n1O50NrVc58g2KyLoWjY8qU6YFqkCu5srwXqraeUPKWwSIqrmf4jON8Pb7SKs3muIqMBDQoXh4oaZ\noiehsrO9iqu37gep59nljcT15GXqkRO3CavnGiT0HbiSjDXXdZIQUTtwtYVu54x6Dgwa6gxcK1do\nAh3hUtwkREJzvHUT1TjC9p+wrBDRhsaYkHbg0jJUUg4a6hxcXZ9ZJ0wuIyHiwh71TUMth0G7LFBJ\nQvJIKVzSZto6nUX85ortBvjC5O1TPLju/+WiqEnb6c1VDxsvRmID6rkdhOVa1sjI3lFwnjghbWRk\n7yi4xDISNrQ8mtw53GrlfDUhoaGWa7Vtvpr4C61OQVSp0ZBhOI20AVVSN2Q9U8thQENdkpDFDVDg\npF2ErGdq2X9yDbUQ4kkhxCeFEJ8TQrwkhFjuP/4GIcTHhRBf6P8ei7znfUKIl4UQ+0KIH6vzA9gk\n9NAZCyWEBbXcXmis/UYnjfkUwE0p5Z8IIUYBvCiE+DiAnwLwCSnlB4QQ7wXwXgCrQog3A3gGwFsA\nXAXw+0KI75ZSfquej2CX0YOhILJHk1ClCBWjB0NBLVVrIdRyBqGs7EgjbqxDjiKERu6IWkr5FSnl\nn/T/7gL4PIBxAG8H8Hz/Zc8DeEf/77cD+IiU8ptSyvsAXgbwNtMNd4GRvSPbTWiUUB2StkAtkygc\nZftDoTlqIcRTAP4mgD8C8LiU8iv9p74K4PH+3+MAvhx522H/sfixnhNC3BVC3H311VcLNpvYYnZ5\nA/MLa7ab4RU6myPML6xhfmENixNLjbTJpJb7xwtCz21b1cHpreLo6tmkloWUUu+FQrwOwP8J4P1S\nyt8WQvy5lPI7I88fSynHhBD/FMAfSil/rf/4LwO4I6X8rbRjz83Nybt371b6ILZps3c6efu0VbsT\n6VK0T4weDOHqrfsXHrtzuHXhfyHEi1LKuSrtqlPLgP96bpuWoyF/Tm8lU6ZPTN4+vRR1LatnLfdR\nCPFtAG4B+HUp5W/3H/6aEOKJ/vNPAHil//gRgCcjb5/oP0YC5cH1K/TMDdDtnOHhjWuD/+OiNgG1\nTOJE5+VVXgr1XJ0H16/gZOY8AFVFzzpZ3wLALwP4vJTyFyNPvQDg2f7fzwL4WOTxZ4QQrxVCXAPw\nNIBPlW6hJ8QTM9oWQosnnrWdstdC5QHUZKSpZQ2YZMV8lChV7mvH08O4c7hVWc861uT7AfwkgB8S\nQny6/3MdwAcA/KgQ4gsAfqT/P6SULwH4KIDPAdgG8O5Qs0STGD0Ywr2lmwwfkdLUYaT7UMuaKGM9\nefs0+KIopD5M2YHctQhSyv8LgEh5+odT3vN+AO+v0C4voZhJHqqPJHnpdfcfarkY95ZuAs3k9hFP\nSdOzaS2Hu2iQEEvohMro1BHiN1EN163ndk2kEkIIIZq4kndDQ10jnNtqFzrrK4m/UMvtwiUtM/Td\nAPeWbjr1pYdMleucdCOOHi/rRs1wdztok5ZnlzesJsVWvc5167lJtAue1InvBRIAYHFiCScz4zie\nHgZwOdvPtS++TmwUTTB1fXVvxFGR657bhKE2UfCkbkLQs6q+dzw9nNiX26Jnn7UM6Ok5rssmnW5d\nPdNQGyJuqIGLxrotwlY0Wa3M9WtrciRNQ90MUUMNtNvxBprTsw/X1YaeOUdtiOja127nbFAARAl+\n9GCoVUVQmqpW5rqwGe72k53tVRxPD1/QsurP8wtrrdIygKB3FdPFZs5Ru3pbzSR5nA+uX8HU1vpA\n8G2i2zmrfQMPHeHYEhiNtN/sbq5cMMjdzhlmlzfw4PqV1mkZcGcDDxt6tq1lGmrD7G6uXPhSJ2+f\nWmwNia91bGrto21hEzNEjXXbRtGukaRf9X/oeuMcdUO4HqKtkzrnt9Kuq65wdRJNin53dd40OEdt\nnzZrue7ksrr1XJS6HQDOUTtG2+aoo0QT7ExiQpRZQiwj0tA9e9L7jtuq5TpD/nU7QD5rkxkCDdHm\nDHA1tze2/8ibfatppEkWSs9t0zLQ+8ymR9ZZ19GErnzXczvdQsu00Rvvds5qG1lHMZ1o0uQaaeIf\nbR1dK+e7bkwa6SJOlWt6bl8Pc4B4NmlbqHvPalvick3UpFnarOc6jbUpXRU10C7qmaFvS6iw0ezy\nRuuWekxtrTsphigsCUqKsLu5MjBabdJzXZ/VtLaKVidzjfa5gY6xu7nSyiVcVUfWee+Pb5BhcsMM\nV71uYpfdzRWM7T+y3YzGqXueXmlXncf05jc+aJkjagcY2TvCJMZbV/2n7Mg6S6Tx53QMehF8EDWx\nx872KuYX1gZVzdrC1NZ66WWYaRpMety35Vem4IjaAVT50TaOrIvOcRUx0knML6xhcWKp0DkVvoia\n2GVnexVj+49aN29dZqBR1fBGKx+G7HS3qyc5jPJE2ybuIqOOqqJWjtDJzHhpY02ILm001rpkha91\niwwpI113mWIXaFes1XFU2Kzb4deiMBnqenD9ysBYRzdRIcQ0yvF2pT62C+hqWfd1x9PDrckJoEVw\nDCXwNhZSiFJXNrwvBVdIGKhs8LbMV6flncwubwAds+fqds6wu9kOPTMu4yhtCpklOSV13Nh8mpMi\n4VBnbWwfULsHmqZNeuaI2lF6IZ32ZI42VQil7HnadFMg5pm8fdqaTPAma3arcxXVp296pqF2FM5X\nXyRaW7jojaDt0wjEPjvbq+yHEcqU9VQ0sWzLNdoTX/WQJmpj+0K0/Khv3jAh5CI2tezj/YPDNceI\neoaj9KMuYcNz9lHYxD6hj/KqQi3rQ0vgMG2YzyKEEJINDTUhGfjqgRP7RFdutGkVBzEPQ9+OEa2X\nO7+w1rr631VIM6oMQRIb7G6uYH5hbZAY2qZVHFXJcpDbuHKDVsAxRvaObDfBK3TEp1uSsMyxCclC\n6Xlne5VVynLQ1VtZPfsMDbWDqDrUxzeuAaAHHqeMAW2juIkbKD133/Mmyy1xj6acYd+dbhpqxziZ\nGbfdBKcxvS2myfMQEod6NktbnW0aaofJms8aPRjifFcObRU1cYPork69mgjUc5QiCXZVtByC001D\n7Sh5wo7WD26LQWKYjPhIXunQaNU9oB16psaKwTUDjlFmd6d7SzeDX/5RVNhtzAwlbqG0nLcVY3zT\nDvZBc4RyLTmidozFiSWMAADGC9X5Dj1slrZ9XtpryxCKqIkbnGsZGJ2+pq3ROraEdA1dPVPLPWio\nHUJlh2aR1gHbMMelUx+YiWPEBaJaTksoS+t3bdk5L0/P1PI5NNSB0KYN6uMCp9dNXOPO4dbAWI/s\nHeF4+pr2e9u25jqqZ2o5GSGltN0GzM3Nybt379puhhPEPfF4ZbK8DtkWY12GEMQshHhRSjlnux1Z\nUM898rQMZPdJVibMpk16DjsDyUPuHG4NfpISy/I8zrzElTbTplEKsU+eloFsPe9sr2Ly9mldzSMe\nQUPtOEleI8VdDjoxxCZl52JDX9FB8mEP8ICixnpk74jiTqC3Np0QexQN1+5sr9LBJDTUvpC0Vpqh\n3GLE16sSYoN7SzcvRb04qi5G265Huz6t58QNTbdzlmis7xxuAWhfZ86Djg1xhZ3t1Uuj6zRjXaYI\nUhtok56Z9e0xs8sbGNt/hJG9o4FxjtOGcoRl8DVjlFnfYaKMztj+o1KJZ23GVy0DzPoOnrg3mVYs\nxedOXCdTW+ut8siJu0SN9MjeUaaWGSW7zNTWevB65rfuIWqtdLdzppUgRWOdjJo6iO5yRIgNup0z\nrTXTu5sr1HMGoRprGmoPiWaBdjtnOJkZx8nMeKbBoTeeDIvDEJvENfvwxrVcLQN0vpMIWcu8c3tK\n1Og+uH4Fx9PDOJ4ezvQox/Yf0Vgn8OD6FY6qiROokbXScla/nLx9Sj3HSEuw9R3Wp/OM87KCl71H\n5VFOba1j9GDowsh7Z3s1d1/cNqOMNTNsSdMkaVI91u1cwdTW+oXlXKqPpt0H2o4y1iEtx6Q75hlp\nc9JxsUc98+PpYY4YNXhw/UqQ3jhxkyK1vONRM+o5m9BG1jTUHrE4sZQ6Is4LgbEqlx6hCZy4S1FN\nRrV/PD3MsHcOIWmZ37RHpK2VBtKrbu1urmBs/1ErQt6Tt08v/JS9kbXhWhG3SUoWu7d0czCdpVZ9\nhMrowZARPYdyjWioA0HNS6cxejAUTKdNYvRgCCN7Rxd+xvYfcYMS4ixl5lDbkkOh1pTH9dzWKAKT\nyQJGeeVt2Ig+mjgXjTwsTixhEsl7ASuiiXdtuRESt5ld3gA6yc/1ImTh3rqV0w1cjiIuTizh4Y1r\nmYMOpeeQtBzut91C4p13amu9Fests4St/p9fWMudEwxJ2MRvsgyRcrxDjZBl7Ram9Jy3DDU0Lbcz\njkCCQmcbQBU6S3u/MvSE+ECoRlo3tJ2n+bQyrL7CEXULmF9YQ1dzGYhv6Ar7zuEW5hfWUgV+MjNu\nslmE1EZWWNx3dJ3mne3VVi1R44iaeIuai4oKO8uT3tleHYTE4jcDjqgJsUt0CkuH0MLbWYQ5zAqY\notnbU1vruLe9GuQWeWVD1krgUaOetfSNEFtE9a5yTkIMe8crKSoWJ5YytRk11krPIWqZhtozdEQ6\neftUu+KRr2SFvPPErQhR0CQskvQe2lJLpeWqUa2Q9czQt2fozMmGXoUszfsmhPhJlp5DSwwrQ9jD\nLo9ZnFjCycz4wOjubq5oL8kIydtOQoma88rEF1Tik9Lz2P6jUlGvqa113Nu8GcxUFp1uPTiidoS4\n16jCOKpU4NTWeiUDHEJFH1VWUFUqyoJeOLHF4sTSpf4X3b1ObZhThpDqIkSTQannbPy/eweA6oRJ\n4q6KEnYIW74V9bzbLm4SLr473kkrNkg6fn/bgRByEoQpyiacJI1uCGkC0/0uOpr23fEuY6TbrGUa\nagdQ89EnM+Ot7Yh5VPW+s65rm28ApB6UnsllqkYD8rQaop6ZTOYYRcStOnzW3PXs8sbA+/Z1WUcR\nYSdFJ/KMdPxvRjiIKeYX1gZTWHkbSeS9JpTa/bpOd5aWk5ZgxnWuu0zTB3LvgEKIXxFCvCKE2Is8\n9gYhxMeFEF/o/x6LPPc+IcTLQoh9IcSP1dXwkFCd6cH1K3hw/cqg4Hzejldj+49y5219NMxxqgg7\n+nhU5IsTS5hfWLvkGJ3MjAddmpB6rh+1WiOqZ53d63Y3V7yfe86jSMlfncd1tByCnnWu2q8CWIg9\n9l4An5BSPg3gE/3/IYR4M4BnALyl/54PCiFeY6y1ARNd+6yb5a1KYoa853LRsoJZRI1wWuRCnSu0\n0FmEXwX1XCvxJFCV6Z2Finrl7bkcXZblo1HXdbp19KeMc56WdY/nMrnftJTyDwB8Pfbw2wE83//7\neQDviDz+ESnlN6WU9wG8DOBthtoaNFXWEupmh/s4ui5yXXTnppK89TuHW4OfpBKjoUA9u83O9qp2\nn/dNz0Wd7jT9RfU7snd06f4X13IIznfZOerHpZRf6f/9VQCP9/8eB/CHkdcd9h8jORTdYzbuTfs6\n/5xGleUb8bkpJdCRvaPB4zrOTYuSgahnw4ztP0K3U+72GuJ+02ULm2TNRUc1nKXnO4dbg4RdX6kc\nO5FSSgCy6PuEEM8JIe4KIe6++uqrVZsRBEU6cnx5hprfSgqH+VjFqKiRThNz2Y031GtDmN8qAvVs\nhp3t1cqh6az368x5u0LVNdNM+CxvqL8mhHgCAPq/X+k/fgTgycjrJvqPXUJK+SEp5ZyUcu6xxx4r\n2Yyw0BV33muSRtvzC2vezGmp6mNFycsCLUoIITNNqOca0F3rnJXJneR8h26kVdg6StUlV/GEUt8o\nG4bc7ywAABboSURBVPp+AcCzAD7Q//2xyOMfFkL8IoCrAJ4G8KmqjSSXiYaEBmGdSEJaNBTe++3H\nRh1ljHRU1CY9bRUyawHUs0WiS7gG/e3GNYstMkPVkbTpUbPPVdByDbUQ4jcAzAN4oxDiEMDPoSfo\njwoh3gXgSwDeCQBSypeEEB8F8DkApwDeLaX8Vk1tbzVpxVHS5rW6nTPnR9Qqez1rLikutraFwKpC\nPbuF0mRUyycz45mbdiiNu5yXEp2Tpp6rk2uopZQ/nvLUD6e8/v0A3l+lUaQceQksVRJc6qRIosnJ\nzHijnnHaqDpv7juavGKiZrspqGe36HbOMLZ//v+dw61BXoTLhjiLsnqu20jraDmtHdFcFRt6dnuI\nRRLpds5wPD2Mk5nxC8sQjqeHM0fNO9urzlU2yhN10s46trM3kyogRVHrO1s0x01S0IliPbh+ZaBl\nQM8Q3Fu66WS978nbp6l6Vlp2Sc+667UBuzkrNNSOoSu+buesUGEF1ww00LuJXb11/4KA4z+KJHHb\nCJMVESmNNdElWvBI/e/baDq6BW2WlgG7Ie+8FSHRx6MjaZt6pqEOBJ8yQRVF11XGxd2UWFQ+QHRp\nSDwzVT03u7xx4aYbHS3QWLcPXcc7qoX5hTXvjHQZonpuchlkPL9H6TjJWTieHk7Vc5PQUDtImdFv\nVNiuJ41VISpuG7uNxcWs/j+ZGU91llSZQ9she2IHHT1Go2Px0XXVYzeBiXY0setVmn6j/yst5+m5\nSefCjW+ZVMLXohxFbkhpNGGss+YMVdKY+ixqoxRVhz2Or98VIVmUjQDEHe8myEpei95LlJav3rpv\nPSGUhtpRJm+f5nqpyuNLWsYRf6+L1cm6nbNS4rSRjJJWhEGdO7qTmW5pQ9IOrt66n6tlpc+k0qFZ\n73UxoawoTRvrrIIqUT0DPf1Gk/zi956mHG8aakfRWYLU7Zwlhmd0duvxnbgBbEIwSsxpIbqkDQKA\n5LaGuLk9SebO4ZZWPkZafe/QtQxcnq9uWs/AZSch6R4c3bRHofRcJzTUDqMj7jaIOI7ycJv2buNC\nzpvvihL1xo+nh/GwX3mKBrsdjOwdOTOfXBdlprKSRreKOvWcd+zoSDrt+aieowmndejZveoXZMDI\n3hFw/U3Gj+trIYU4SbviJAkwbU4qrYhBqtBiS8KK3kjUe1UUJLrcQx0ra16bYXS/ySs4lBTyTtPp\n1Na6k0suy5K2w1VcYzpaBjT03D+PKT33nJSenlWiWZpes55Lg4bacYoY1dGDIexurgzmu9LeG32N\nbaIdXIckL1eJIw31XJYQ5xfWzkcEN67h6q37iedJo4jwdjdXLhjreDsIAc7nn/O06orjrXJOqtT2\nTgtDK3S0rJ4fJHgmtCm65W0cUw5xkpNRdg6ehtpxipT9VMKevH2KB9evDOp7KxGH5oUD5+KOCi9P\n7DpE35uXvV1G2NEkoLT9sxWsfxwOukY1qtPoe+4t3byQeLa7ueKU422KuJ6rJpnllfOt4iDHtZw1\nms9yELKgoQ6Q6MbzWZXKXNicPl7rOI+kjeSjz0VJ8uyzaguniTUeqjI96i0y103aR5qzHq+dYFvL\nQC9CNrKn//osPavngYsh76gjHtW4jp6TppFM1vGuS8thZzd4TPQLNpmE4qLnrZIxdIkmbOQlbsST\nVbLWUKoEkaSSh0rMaXNmhORRtq9EjUdcv+p/V5ZplVlymabhtMhSPJk0LSEtTctRfJlqElJK223A\n3NycvHv3ru1mOIfqqA9vXMv1lpNC2llGWb3eFcOt6n6XJW1nnKoerU52aJMIIV6UUs41etKCUM/J\nqBBu2vaVUeJ6zot+uRIhU5TZV14Rn8KKP16WvBB62bB0FXT1TEPtAfMLa5niTpt3zjPCrhnrIuJu\nUlBJxtpWBjYNtd+oJKc8o5uEjuOd97qmKOJ429Yy4L6eGfr2AB0PPAndxDFXEsxMlBStg7iIuUyK\nlKWskQayp8BcMM5RioTAm6wjkKRlH/RMQx04k7dPU5+LVjVzoRiDq+IGzgXtg6iJu1QJTevOQ/vo\neDdtrH3Tsv27M6mVrM4YLUHqSjLKg+tXnDXWhNSN7nRV3ntdMNbdzhke3rjGXeMMQEPtAVVFpzta\ndmFUDRQz1oT4RJ0GdPRgyLks5m7nTHtkTcc7HTfuzMQqro2qgXNjHf+JQ3ETck7UKLowqgbOp7Ty\ntEzSoaEOgLxwmc7mHsrguSJuoGesj6eHBz+EhECexnRKhiah5r9dG1UD1HJVaKg9oYoBzZunBi6W\nzHQlBA5cTL5J23aOEHKOi6NqoJ07/ZnCnTsyKY2OGHWMr/LEXQqBK5KiAkWMdN5e0oQ0SZpm7y3d\nzNVzVoTM5VE1oEoGP6rsdLdNy6z17Tm6HnPW5h5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bc8GdD9zJ0kKLWOof17t4WH87MljRDbozH0NnQB437pborzovd0VOlkNsUBlj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\nmrarVo4V31/VsT4mHWPatkz7HL+nM2vpprben1nTmC6bse9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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "animate_thalweg(U48W, U48S, [100,0])" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "collapsed": true }, "outputs": [], "source": [ "U72W = nc.Dataset('/ocean/vdo/MEOPAR/completed-runs/SalishSeaLake/72UW/SalishSea_1h_20170101_20170105_grid_T.nc')\n", "U72S = nc.Dataset('/ocean/vdo/MEOPAR/completed-runs/SalishSeaLake/72US/SalishSea_1h_20160601_20160605_grid_T.nc')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Wind Event\n", "\n", "* Pre winds: 6 hours\n", "* Ramp up: 1 timestep (40sec)\n", "* Steady: 72 hours\n", "* Ramp down: 1 timestep (40sec)\n", "* Post winds: 24 hours" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## vtau = 0.2, winter stratification on the left, summer stratification on the right" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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ZUxUjzbkxQi5jM/xNp5v4jNOGusk9qaNQ1ISEQ1U90/EmtnHaUAM0moSEwOLE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\nzNVzVoTM5VE1oEoGP6rsdLdNy6z17Tm6HnPW5h5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bc8GdD9zJ0kKLWOof17t4WH87MljRDbozH0NnQB437pborzovd0VOlkNsUBlj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\nmrarVo4V31/VsT4mHWPatkz7HL+nM2vpprben1nTmC6bse9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