{ "cells": [ { "cell_type": "code", "execution_count": 122, "metadata": { "collapsed": false }, "outputs": [], "source": [ "import netCDF4 as nc\n", "import numpy as np\n", "import xarray as xr\n", "from salishsea_tools import nc_tools, viz_tools, grid_tools, geo_tools\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 87, "metadata": { "collapsed": false }, "outputs": [], "source": [ "data = xr.open_dataset('https://salishsea.eos.ubc.ca/erddap/griddap/ubcSSaSurfaceAtmosphereFieldsV1')" ] }, { "cell_type": "code", "execution_count": 61, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "array(['2014-09-12T00:00:00.000000000', '2014-09-12T01:00:00.000000000',\n", " '2014-09-12T02:00:00.000000000', '2014-09-12T03:00:00.000000000',\n", " '2014-09-12T04:00:00.000000000'], dtype='datetime64[ns]')" ] }, "execution_count": 61, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data['time'].values[:5]" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "odict_keys(['time', 'gridY', 'gridX', 'atmpres', 'precip', 'qair', 'solar', 'tair', 'therm_rad', 'u_wind', 'v_wind'])\n" ] } ], "source": [ "nc_tools.show_variables(data)" ] }, { "cell_type": "code", "execution_count": 71, "metadata": { "collapsed": false }, "outputs": [], "source": [ "grid = xr.open_dataset('https://salishsea.eos.ubc.ca/erddap/griddap/ubcSSaAtmosphereGridV1')" ] }, { "cell_type": "code", "execution_count": 77, "metadata": { "collapsed": false }, "outputs": [], "source": [ "grid_NEMO = xr.open_dataset('/data/vdo/MEOPAR/NEMO-forcing/grid/bathymetry_201702.nc')\n", "grid_NEMO2 = nc.Dataset('/data/vdo/MEOPAR/NEMO-forcing/grid/bathymetry_201702.nc')" ] }, { "cell_type": "code", "execution_count": 78, "metadata": { "collapsed": true }, "outputs": [], "source": [ "mask = grid_NEMO2.variables['Bathymetry'][:].mask" ] }, { "cell_type": "code", "execution_count": 79, "metadata": { "collapsed": false }, "outputs": [ { "ename": "KeyError", "evalue": "'x'", "output_type": "error", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)", "\u001b[0;32m/home/vdo/anaconda3/lib/python3.6/site-packages/xarray/core/dataset.py\u001b[0m in \u001b[0;36m_construct_dataarray\u001b[0;34m(self, name)\u001b[0m\n\u001b[1;32m 667\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 668\u001b[0;31m \u001b[0mvariable\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_variables\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 669\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mKeyError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;31mKeyError\u001b[0m: 'x'", "\nDuring handling of the above exception, another exception occurred:\n", "\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)", "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mgrid_tools\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbuild_GEM_mask\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mgrid\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mgrid_NEMO\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmask\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", "\u001b[0;32m/ocean/vdo/MEOPAR/tools/SalishSeaTools/salishsea_tools/grid_tools.py\u001b[0m in \u001b[0;36mbuild_GEM_mask\u001b[0;34m(grid_GEM, grid_NEMO, mask_NEMO)\u001b[0m\n\u001b[1;32m 260\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 261\u001b[0m \u001b[0;31m# Preallocate\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 262\u001b[0;31m \u001b[0mngrid_GEM\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mgrid_GEM\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'x'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mshape\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m*\u001b[0m \u001b[0mgrid_GEM\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'y'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mshape\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 263\u001b[0m \u001b[0mmask_GEM\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mzeros\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mngrid_GEM\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mint\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 264\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;32m/home/vdo/anaconda3/lib/python3.6/site-packages/xarray/core/dataset.py\u001b[0m in \u001b[0;36m__getitem__\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m 725\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 726\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mhashable\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 727\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_construct_dataarray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 728\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 729\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_copy_listed\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0masarray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;32m/home/vdo/anaconda3/lib/python3.6/site-packages/xarray/core/dataset.py\u001b[0m in \u001b[0;36m_construct_dataarray\u001b[0;34m(self, name)\u001b[0m\n\u001b[1;32m 669\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mKeyError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 670\u001b[0m _, name, variable = _get_virtual_variable(\n\u001b[0;32m--> 671\u001b[0;31m self._variables, name, self._level_coords, self.dims)\n\u001b[0m\u001b[1;32m 672\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 673\u001b[0m \u001b[0mcoords\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mOrderedDict\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;32m/home/vdo/anaconda3/lib/python3.6/site-packages/xarray/core/dataset.py\u001b[0m in \u001b[0;36m_get_virtual_variable\u001b[0;34m(variables, key, level_vars, dim_sizes)\u001b[0m\n\u001b[1;32m 69\u001b[0m \u001b[0mref_var\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdim_var\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mto_index_variable\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_level_variable\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mref_name\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 70\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 71\u001b[0;31m \u001b[0mref_var\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mvariables\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mref_name\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 72\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 73\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mvar_name\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;31mKeyError\u001b[0m: 'x'" ] } ], "source": [ "grid_tools.build_GEM_mask(grid, grid_NEMO, mask)" ] }, { "cell_type": "code", "execution_count": 85, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 85, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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xI1OGY8ot50SsHM8UO2aWn1oWY8yVNhaWXJprImwNWOcTK5UG4dkMc4e1WjD9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Gh/zKmmzhZgUPYtOlO3n7Wy5KsIIBzeQFg5Km8ydZRgFnWuJXXokPF51GP330+zkqdKRrY4h7Cs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\nRU5ErkJggg==\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "data.v_wind.isel(time=0).plot()" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "collapsed": true }, "outputs": [], "source": [ "Jan04 = nc.Dataset('/ocean/vdo/MEOPAR/completed-runs/SalishSeaLake/LakeJan0.4/SalishSea_1h_20170101_20170107_grid_T.nc')" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "collapsed": true }, "outputs": [], "source": [ "mesh_mask = nc.Dataset('/home/vdo/MEOPAR/NEMO-forcing/grid/mesh_mask_downbyone2.nc')\n", "new_domain = mesh_mask.variables['tmask'][0,:,334:898,114:398] " ] }, { "cell_type": "code", "execution_count": 92, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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H5/J90dfd04PwZPCkhVPyVGI5psmEc4Zh8jERoqmCO9S0jh4Mw0wcEyGaipivrUS6iz8l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xAAAg\nAElEQVSnFnuvUBOl1iWYQToJXBUtBpRrIiZwWyB+nP9X5aubz/GuDwyXpRfaCgyE9g5l/SgLzbek\nuLmZBQhzxJDxF75zKm6+bCY7d+ofrFA3I4Wn1n5196+L6cd0/KksCEkLmHtyhLnfiDD/6y3s3KON\n7q+10XtiG93dW+g9sYXeE+QSPy6SaVnMaG+PMfVIDxQzdnu4O8AGB5oQRDMwVqw6vYNVp4cSc4Hx\nJYhmwMsNV6zDQc/e07LwvHBmYd6xoXz+mtsvnC61NnOBE8XNl81klqhhbda2ONnzfggR89y1YVvI\nuihz3Cb0HkfoPZ4wvzthfneBbXu38Oiz2njsWVN49FlTeOxZU9j2jDYe27uF7Xu1sP3pLTyycgr/\ndu0p2H//vdJ0osDiE0QzUIl3jh+9qFJoyVS9c91+4bTfN8qw5sxZdZptbd78jzMFVZRqiOcC0Odv\nsqQUpTqR6qZHJEvGaZ+tqnKvq92nM1GGyM5YEUQzUMhdP6s3F01Z9NuHa20WWZxFwikvap+zULhq\nUimAfZxLt9Mtr5cNfzQDXNk6eMSSjcBZYLQE0QxUUxQA0tvKZqb0cPuF09Z5rddcfq6b/3EmJ0I+\n8uJX0zocIJZwJjDmBJI/NGy+Ny3LEg6dCf7eURNSjgKlpLmGRg5irkjGQnIaGVl9TfW6js8xHfVj\n5kaOIVbFJi2cgFVMOGdB+j5TAnq7DbWpgZoESzNQyKpn7IHNHcMH6RGyfocguuk4VqCnJAUJQDoP\nUd0pNIZCkY/Xg7Y4ZUK7XufpcrvvOTuGYqA1J5fAaAmiGWhGgXA2FU8qmYsovU7BOXXuZm6Uz0Ki\n42XBrpriWNYGn3BmG2Fby+YPR5JNshbNySUwWoJoBgbGIScN3t+26rROLiC03Ln7P36Jw9+4RCZV\nm0CCaAYq0dHusnzHohzLIm7/4LS0pPQKN5IOgA2P+6pTnUi6KugBlFi5rsXXj+W4UCwr2rE2SwI/\nafm4RM1IOa+m752s6XSWJEE0A5XcfuF09nx7oufa59b4gdZdbPNc6q+eQ0dPCwwAB5/izLFuDN0c\n+xkaXeHUWQKGcHurIsVyaotojtHayZh6LIGIgalH+5v2Nnlwf2sJNCdEzwO1SItqqOLBJqLPaauj\nLhCrXMW06pvpB1TWGPkEBdLaPPL1s2mqTuPZKxcbLZxg9VpF1YWs/JQm76t9dd3NaI4RdRmk5gU6\nYOWeuP4Lr6m83K9+vg9i9YHqr2ivaHdrn58+8HQ8c59fLPjWlhNBNAO1uP0DMrdy9Uwn16NkAWye\nLR9C6WPTx6Zx2Ns7qXaY0wGx7qob8+r4uOnTMzjiDbPp8cDCxHPQFmvZxG96hkmG7IInamRVNG/u\ny2jNMcSc/AC+9fWTa01Gtuknz8IzPU/3A/FjuXU3/ce+uXVHPvvHlddYrgTRDDTDtQQXyG0fnsaa\nEzq5up1ul70s/1wnjpvHA3kBHEUXvnTiN1XqDon81RAs7zNpAZEunxcRdj05wk2fPrHW9f7l/tUA\ngH1awNZeG4m6aKw+lNgw2SNKEBU4dD937+EAgP+Kd0fChF3cRpcjzCVt7EramEta6KlZ8T609vJa\nbVsqBNEMNML1W97+weYWZo5UQIqT5UWJ4N30adlN12O3xzXhvWhQgJ4HyRwi2nsc0N7e/7V+2vtN\nxEyIVdgiaRqpCxQSRDMQWAJ8+Ae/CwB4ds3CKYPkDzZOpxbttS9b+qlQQTQDjRiIZelAMWTRD08w\nR8+3U9W1vunTMzjydbNZlfcxtTY11n2yExyC9HGCZOS8CT/tPsXokmfWpWlpxsYHY3bP9fqEBWIQ\nEhZpV1x2zVuYT1qYi+Xf+STCfGxXa1n1z+8CANz1qnc1avckEUQzMHJu+/A01vy9kU7kimcE3N6p\nFuubPqOEU53D9XE2YlD+z4pruy4JObmadOombcLcbxC6T6y+zE/mngIAaDv+E1s4ixuTqP1itU8v\niRCDMJ+00E0iKZBJC7t6Uiy7cYS5uIVeLBCzQJwQkiS71orPnIetrzuluuETSBDNwFiQFgYxfZqG\neB4608EdNSL0WjjTcwGLk8RehO+ajnblrM5EFvlI2kD8uHqXOX/NVQCAN936BgjoNCP7QnGBaGor\nVItqAkIviZAwYT6J0EsE5hMpkt1YWpfdXoReLNCLIyQxgRMhJ4JLCKzOs+IjGwAAW9+2rt5NTAhB\nNANjgc7JNFOHdBc7aRjDSC3Oca1B6Qqp4Ypw2yvm0Yj/mX9Cbp3PwnTXpYLJhASEhAm9RKCbRIgT\nkRfLboSkJ8CxAGICxyqQpTIBRvIDtUgE0QwsGisue1/6euuxJ1vb/v2j0zjsHaqLblia4Cx5fvVM\np3Y+6E2fkfmbE4FjWTPktL4gapzW9fCcbZqWdcnZ2JYgE01mQpyIVDjjhNDtSfHsdSMkXQHuRkCX\ngB6BYoJIKKs+lWBMf60GQxDNwPhipug0rA6vSedk7+OYQVFbP8y26iGUvWaNecwRTVYDBPRfvc4l\nQdatTpiQqG52L5biGfcEkp5A0ovA8wI0JyC6BNEFqEdp1Spy6hT84KzBBw5HTUjeCowFa04IlYwC\nk0GwNAOLBj2W/Xfb/5wOfni6tEJcwfQlgeug8OrpjiyMXAcn7WhURT3Krls4zBK6iw7c8skZz05+\ndnVblsVYl3RmDtU9Z8igTpIQkliAY5L+y3kBMScQ7SSIOYLoyfQo6hkFVNS5qmYnnVSCaAYWjR+/\nfR32O68jKxchmzitDVgVzU3SyDKad9GtoZljinu/bn5qHQ768lmpQDK31Ykyn6XZNU+va1zY3C99\nzwRmFQ2PCUgI3BOgHkHMEzhC+qO33AiiGVhUWjuQBQs07Pz1QACgrM01x3fSAiJlUMxARJk1N+YJ\n74CTfkTALZ+qb2UCQNyVKUDpmP1Eq7AtlNkF1V9XvFlHwZVgxgTqyXXx4xJsfev6Ru1aSgTRDCwq\nre2qFJzZBRf5Me05CwwqmN7AC3/j5etw5Otn81NiWBcq2TYMGor22r/rpHPK3/Yh/w/Frh1ThkgK\nQOVLZj9GypIErEH8lvXpE1RlbSJRghk3j+YvRYJoBhYV7edac3wnS2Rnp5akxqyohGzfRhjWpS8P\ncthCeeivtmLtg/dh017PwR1PW1F+PbJfJ5Hd2DV/30HvCcBbV++Dt57ewV3nyM8y2RWlN6bTfYhl\nVFtarGyfWP/RpxfZKCTA/oxIiSZiglBR8uVOEM1lwL4f2gAxJ5+E+9Y36+4Ni9s/oPIyGYWWYBpU\nMMq+6ef5sLd3cNuHlQAbQzDNsfHaymR9XjZ6o4vQTT/0V1vxka9fhFbcQy9q4W1/+BYpnEW4+akx\nS3/kHCFpwZr+w0TsjOzPTQtder9uxjysnZkos+AFSwvUEVtKZLAnmhtz/8YiEFKOAiODYievz+2S\nC2DTxdO2JeqzFquuw8Zf4/VCo+n6HOZisvbB+9CKe2iB0Up6WPvgffVOzFlbKZG+WT1PUHubXBft\nzHYXc5Qu0S6C2CXka/W+tTNbol1q33mAuurYeYLokhJGAnVJTUWihlSpLrnoSnH94anLMwCkCZbm\nEmblBzfIB8AoF7bfezv40TuXxn96bamO60//pr2eg17UApIeeqKFTXs9Z6DnP/CsDpIWgJrj0wOD\nIYjmMqC1XVhW3P7v6eCHp41eOOtaehRnAaA0umwIpejlz/XCozdAOClKlDAgyDs1xqAwz7flqSvw\ntj94C5734H34/l7PwZanriiKt3hWZi5f0v4FJul+ZKTBIQCIdhFybg2nLZYVTwCLrEvOEcCqPJ9c\nGBQTOJEnoUTu231SgvYeO7HfVefgR39xeu3PZKkRRHMJ037ENsHYcP7vf470A440105PY+vBDDh8\n/+PTeP6bZuWDTv6g0aaPZffxoj+/ABAy8RoArr9qHTZu3IgbrngNXnDMhpxwDpMtT1uBLWV+TBTn\nalozdSYAsfJxssxCQAKItiejwHRHGO+zC2b/F1hAVicigFuUiWdLXVvv22LQk7rpKfb/4tkAgB/+\n2Rml97YUGdOOTWAQ3HPGNO45Yzr1HbojNgDggLNHN3xRxFzo0+QIiHfL3t96qQxgpX7JEl8oIMds\nUywXkxuuWAcwZ+cZw+x3yz/q+GPl58WI5oDWTpn3KuZkNaR06UKNCVdLnF/0KB7RlcdE80A0p9+b\nfk8l2zEh2RWhu6uFJMl+bfb/wtnY/wtnL+bHM3KCaC4DfvCuaWmpuMuIBePWS2fSoIcrEomvD6SF\nwwiU6GXtcZn4t+YYopctLlp4rGu6AspDXGrits8MZImYESmBjAyhTIc1ukJp/miqhZK8gEZz5vlk\nkCjaRRAxQHMC2BUh3tnC/I424l4mH/tddQ72u+qc+jc3wYTu+TLhB2dN46AzOtYc4+MwOkZOYwsw\nkTU4RajuuZlaJJTVmEQypzDNu3R++r/9L+UzN95w5Tq84JgNsqvvRuMX44ek7BpVBYrV8ZSoCkgk\n/Zk6HSnXVXe+a33PuXXagWqIadLW+xAEE6jF4B4jmRdAO0HcE4ijBKKdIGpJR+rKK84FANx/zKl1\nP42JI1iay4i7z56WFoPu2mqrY4SIHpQVxbZFlch5wE1u+eRMVrzCSslB46Rr0VWCjdFb3BYFVqlp\nXRMyq1F0WX6nPVjdcaF6EmmPwrQujW3pZ+hYn9Szu/rRHBDtIETbBVrbBcSOCLQ9Ana0EO9oobuj\njd5cn/X7JoxgaQZw4Ls6OQvnB2eOPrrusva4jh0cCQRGQLA0lxl3nWMEhnj0VtbNl81kFlRaZke2\nS/vn1r6lg7VvccvHcbYknFqNdbn+KjVvDY+htWnisTj1+tRq7GWflSjwZQrj+85Znua5jPWil/eZ\n6oBRa5u0OsVOaXViewTe0UK8o414R3vRP6bFJIjmMuSu90zbD4rbvestbnvM0T5aCNNIsbmfFgJD\nXPsJsOQwhHOUS3kbkRdP7duMOftsTOE0vt9cIFB387WA6nZ4xDM9rxkwUuLZ3kZobROIdgqInZEU\n0Z0CKz+4YQFfyHgTRHO5YogNJfkH+KB/WLxUpJv/MYuiZ35NZUHqeWdi6YM0BVXE9tIYU5h9c0As\nMrWE1BBPVzj1ogUzJ55u5NwUS1M8k/wxqcVq/LBGc9nS2kGIdshUJd3ulRfOYuWFEzJPUwOCT3OZ\nYo6ycel3Pp6FQIlzXS0M4CzIw/b+gBLcPhFdBgsZiR/XecCsEnpulN+YiC39vJJsYxoVdxcgved0\nO2fb9CWJ88dYf9XrSP1fEhEQxySn9G1z+v9r/3M7S2q8erA0lyl3njedz4/Ulksf0eiFcvNlWfJ6\nbvifY10Ry4d0IYIJANd/YT2SKUMBmO2laP0glwZ4Pxu93rQcE2WVeyzFIh9mLrJuWJ+ptaoT481F\nd9nngWiXTLZv7QBa20kuO8b012gBBEtzOaPHKDs/naPvqJb7+AZdCLfQylyMLnvVNdx5KvRqznI3\ntcUJQBYgFuozSh2XmTWtLcs0X9O0QNnYx7h8ep10pdMWfSuQVmc0L9PFuJXfdykQRDNQyJ0/fwgv\nHXUj+sD1x9797nzX8KjXbpDCEi3BpzowVEL3fDkj1OIYO8RI/2foyc8WhZqGXdOu+arTi++BYq4f\nwR4FJV15azipuc4I8FhBNbe77gn6kNkdN7rk1tLzL7q7LrpAa05301VxkSVEsDQDElc4F+jTPHR9\nJlR3XNAgCLBA4Vp1aifrERpBjDt//hDeeloHd71HtmVqWyIr+0SEpKXKpBnd3LEMDBV05dNgEJDd\nQwKr680kg2qyO28Hv8j4nNwgj7vK366sHRZjUN9gGATRXMbofExvFN0ICi2U1dOZgJbNWZ4bB+7Z\nXsefae1D/vu77ivZ+PQXHi276lo49bVGTalwawFVDshU7IFUOLXLkvX21Jdp+zrBjoCWNsp+a1mz\n6v9K0s7qe1LCSKYIa4/rWOX7JpkgmssYt7Cvfyfg4FM6uPO8Zv/hU7F1HsLD3iEFVM+s+Lw3d9Lr\nuJlOvnZVdc1FF5YVZXVTY3kvHMF6+J+cyNQjVzhHjXv//mLFbCldanU6wgk44glDPIHsHN5r6HNn\nymz+gOkcWpBMcxIxSyteFKe1TTJL8JYCg4LSf/o41vR/aV+XMdLouW/rZIKp0BFdr3+RUSsVasv7\n7TmFUr9dyTEPPyeyh2E6fsJxoTjh3fZ72oMEDB+n68e0ttlDUt1FJ82LnvJX7mS0tyVob2e0djFu\nvHwdWjsStHckaO1I5PYdjKltjN0eSbDbIyOuDDNAgmguY1Ih4+JFC9UhJzULCJmBBd946Gw/WShY\nxAUqZQgYC+Cmz1QHgORQS7sN2aiifN1JQOZs5oZump/FmFEqoDC2meJZU0zdClL6+4u6QDTPaO1I\nMLUtQWuOcf1V69Jx/O3tMVrbY7S3J2jvTNBSS3u7XH73984b9seyKITu+TJGz0FuBm1cdCJ5U6zC\nEuYDbPylhJ0or3ECRxCaDJO8Y3Yah87k78myUj290bQ7q4TTuu9RC2eBqeztwmvhVAeZeZbpadjJ\n1TT9msa67IePIeblSb77pfXetrQfnZdTkkQy2ZNF9iFzpbN0cgiiGajNoes7luWlC+ICHitmJC0M\nBIZPEM1ljO5yWwJX4EtsrIIFFqYZbbWKdJS1AWqESQOL19d1NddRAruKOZTla0y65rU4R4XvM/J8\nJ1bKlAoSWePXzX2NlZbVaazTKUvRrnIrEwC+fsMZeMXq0wEhpGWpP7clZGUCwacZAPy+O8OCLBp3\nbAZ50tdp+Tb7vG75N7c77gqsGxDSwnX4/6lXNcdNyDb9s6Jn/9Xd9u9+cb0KiNifRerrGzdK/K3Z\n55kPErn+TdPnafk0lXAmLWDuN0SpYGq+uvkc0CPbIB7ZDvHIDrk8vB3i4e342q3vWugdjwVBNJcp\nh5zYsaPRbhBI4Raz9U7Q5isC4TyQZoTWFWefYJrUzc800QV5U4FnuS7qOjM3qkWTCqfyt/rEc+wE\ntOi7c3543GIhVhk6RyxTUSU5J1MSEQ57e71g4DU/ngU/+ij44UfADz+Ca+59P6659/0DvOHRErrn\ny5BDTnT+8/u6snpTBGyenU4fGF8qkLWe/etkOotxLR1oKBJMn3AWWFU+0lEx5roE2HRRdb7pd7+4\nHr/9pxcAUKXjPF3hkQqnErlCt4GnD+7NeXU+5DRw5BwLAuIp+XL1dKd0gIIm/u//qdxnUgmW5jLF\nsiyQXwBYKTi3fXgat314Gv/+ken8dAqqMrg1ptmyNDk9zy2fyiZGcyPsVpdRt9Oz7Yhjq7vo7nzf\nunv+/DfV695/90vrsxJrBZbcqPFZ/Dncthd8tvIeHQs0dcswRE/NTgl7hNf+7+mki8k3kqvSZakR\nRHMZkuYxImdAZSjr6vYL81bFpoumsemi6Wxu8TibY9xKitZTV0BaRelMkgRHVLNr5h5ks91cPyhj\nVTJP5IWoYOx2EVo4rTnSgbETT5O+hdTqqtviKQtxMFq7FvNOxpfQPV/iHHKiMdNkwy7uoHne33ak\nmA7gXEccO5sWLs5te8NsMAeGzKHr1HDUX8/WrTq1g7vOXRrjy8sI/7UCGabVYfofC7j10hnceulM\nNsJGR6QrrB3z3GRcLwvAFC91k9xN94EZCBK9+hF4QFmbquuaD6xgdFZnE/9uUfDO/Y5cq9MoJyd6\ngJhntHbaP7ztx+zyb2tOWMRSgiMiiOYSJ00NMuskAqW+LkB2g1c9c49619Bd89i5jlOjMeoq0XP8\nlOYDCiVubjqS6XfTEfEjX+8Xv9YO7SrI2gJ1z/2UfMvuIxPvnPugTEALusN9L0M6r/t9pRkPyqcZ\ndYFojtHexph6DGhvV8s29XdH8892EgmiucTZPDstfZeuWNbgrp89VGs/PS92NK99nHnrxU1PsqLs\nqljGDVeuww1XrsP3PifHMhf5NcHZpF1Hvi4vnN/7/DrcePk6w6eZtaFKcH1858vrjTHyfr+fRcmP\n0VjjiqgV7GOILqM1J32bsmAHY+oxWZSjvY3RfkwuS50gmsuBggfYDbr4ksl9Y7hdrr9qHXqPJymY\nXTnLI8VsiWRZBDqJCDdcsa64ze7DzPIhrhKkG65YhxuuWJeKcmrNKnyCW8R3/vlEuXx5fXpf0mou\nEc9FoOg7HMhiWJmiy4jmGdEcI9plFuKQwrnbo9my1AmiuQwoE8fC/Q1xWXN8uXCuVsIqeoxoPoHo\nsqqe5KTreNpS2IayPMjUapSW5FF/XS5+ZLoElBDo9lQd6+M7X14v60WS03XH8ITT+txQ/fmVUnOm\nzMyfqXoQSjh19aLWjgTtbTHaj/XSRVc8WsoE0QxItLDpfEslNFWBF+347z2BsG3vFrbv2cJ3v7Qe\n3/vcOitdp+gh1+vd3EvLUi0KLDHSSjpH/fVsurh873PrcODKPQ0/nRRcWoBwuu13hbPqfpsufVMx\nbXCVpSl6DDGvy7zFiHbEaO2M0d7Ww9SjXbQfnUf70S7aj3ax8asnL6Chk0NIOVoOMJDL83EfRMMS\nTH2QDLS3Vz+x0Ry888HccOU6HPXaDbkH1YIIiVuyHbK+5Qtfs6H4sNQSZVmKrAam9cpCCnPdY11E\nz7gnY1IiJoZbSX2oNMg97act0a4E0VwMsbMHSpL03r52y5nNT7ZECJZmYOA0SekxMYMzR722WDCH\nwWJfLzC5BEtzuVBmZahtZjoQABz0rD1w66VHl562pdJMRM8OzBz5+lnZvVfrClN9mCFiSgNPR/31\nrN968rU/9SmyNVLoqNduwI2X531rSRtyMjlyLFWRHafxHW8SzSVZkV3FxmtOxIv+/AK48/YMDPNz\nWaiFWXU4SddHd/cI3/r68uh21yWI5nLG7JJDdln1hGcAsHHjxspTtHYyOEKWXlSzwrjdDiW4ZrfW\n8FsWH2ecX9X8TNT/6CLh9B1HCcCRLewvOGZD+t49zwuO2QA8JXt0zMg/Mazq6dmGPkS04bBP63I1\nhLLsO2EA8eOWVh3MQRG650uc1UUpQ5bDH7UmLfNx02dmjBQj9TfOxqQ3SqyOsxSXOiOSfPmR5uRt\nR712Q7oASKcs1sda99/L5g5yz/uCYzZIoSzA3e4XrHoR66KATdlnUBk40p+zc0xh2/R+qk5qcF3Y\nBEtzCeMVTPPhUdbcv3+k//HCR712gyVUC6amcaUfelcgGFL4XMvxBz/+ZWWaVXoCfW7I82jr+QV/\nJedHF0l2bnP7C1+zIStWzuhr9FEVaaCuzudUZlmWiTIzCAQRM3rK2jzy9bO46dPVk9otB4JoLnGs\nfEfH2nC74015wTEbkKuLaV5uWKJRtV0LC6B8c54dS0QjvQYRqCfvg50If5ZepGpQqmuYU2jkBL2f\nIZz99NAbiGXR+RkMSgjRPNB7fOimmwTRXMJYVdnN9eyI6QIQ3UxActd3/JQuroiUiUxhl7cAXVDX\nTJ9q7CO0poig3Dp5evU+Lmknqrf1RY3zZRY059eVnEv+Fqox53P9NnBpEkRzibJ6pjO0GSGPOHYW\n0bw25QKB5UUQzSXI6mm7hqaJaWX248s88nVZrUoxn5+EzL4YvNZdOr92heo2tS6b7tfI8is430Cs\nx9Qd0GDfJhatYx1XHa+3y54CD9ZnvQQI0fMlih4yaK1TwYkk6k8wdRS1vUMWbhBqKgSrWntatV3n\nUMKOlMOI3jaMGKfnrVgKj6+5X19wxVJynG8GzMJzeyi8L2cWSutcBcfmzsXZ2PMXv2rpTI62EIKl\nuQQxU4dccVioWLR3JFIofQ+xaSmluZcAVBI4k31Magy7xwG2L1Q/+Im9PT2uwjcqz1F4S+UMSlxL\nrHGOZIWodM71mlRZ4kWWZe64Ap+0ah4g/ENdlyvB0lxirDmhU2B1oJ7lU0J7eyJrZho1FnP5jp66\nmW7tSdfqKbWS9OgaIiQtQu/xAt/55xNlMYnYqaLU9L6qrMNBW6MlbYin6j2KRZF539zmhRY+IIVS\nL05bckuSFX4OBNFc2vgemgXM2y3mGYgZ1JN/5bARLlyol5Vhs7rj8Ignsjbm70OuTIx+0XVfORHX\nfeVES4xz9+yK3xAFsY67oGibWTSksevBTUg37jV3rCuUJcLq/hjq7/Qlrzx/IJ/XJBO650sM05fp\nfcio/2R2EZsKUNGOBBC9BPFuESCynro1xJAo9bOawRCz3WkXnBmil78oJVDOWgAR2ccMiIW6NCrT\nkGI2fBXZZ1NJSVc8FUnjc/X9UBQFjXz7uWPtlytBNCcIc75pANjcscVvzfHDSzMaR17yyvOB1nK6\n4/HgpX90PjZec9KomzEygmhOMFZF9dSUM32JatuAdMVKYicCMYO1ReSxZJKWkN1zAGhR2kTAsDiV\ntZmts9tsWZ1q44v+YkNaITyaS5BoC1PAOl96nOf+Bxo9r0pv8gS1KttSdc4aVqYbOGt8LnW+bBsH\naxND9GkS0SuI6B4iupeIThnWdZYLh72jk05BK3rwFtegdNKvTDA3XTSdTZClCjD0iy6oIYtqJGqy\nrSRXrEOvF90E3/r6yRC9RD7Ehv/Ml3bkprq4i8wbzB7a9rYuWttlBfFkivJpTLrdHn9dIcMorOHs\nW5k2lZRvz92L+xmlVe+N6vdx8fTIvnNlqWPG96qquIv5AQ0nm1CGYmkSUQTgIwD+AMDPANxCRFcz\n813DuN5S57lv6wCiRhDHeH43XZR13b9/Sf/jyy0MS1M/vN/89qn4vZe9V06TAVgicu3GU+UqQWkU\nVqewQPkyUwEzfJ3s+DWzi1K6z4tffQG+c91pePnhZyF+fAutncribFHeP6gPL0mt6Zth+DsTlulH\nhTVIs+ta0XC1jbTo9ZRQEmSPQFnixW1R50ic9/oaCyhVt5QYVvf8CAD3MvP9AEBEnwXwJwCCaPaJ\nnKhMvjYFcTGJ5uK0O05Jpt5iPk4jwJTAm/cnYs5EwHUbuHmWThcwEw9WlYey7TaM05AAAARVSURB\nVOLRnRDbCG0AP/3jPfCULV37fPpcXPKDMwwxdfFcosziZeZSrwr1nB8wM4mdoaz9WNYKFZCfQ0Kg\n0otaDTAi8cYsnovxWY05wxLNfQD81Hj/MwBHDulaS57uE7PXW84fjWACwM9fvLt3/S9e9ETves2v\n1kwNozkAgGvuOQ+HnJT5dr/9rydZ7zXx4wn/ddDkuPD191x4L4e0F7tJAQXxEExuIvpzAK9g5jep\n968DcCQzv93Y580A3qzeHgJgy8AbMhqeCuA/R92IARHuZTwJ9zJ4ns3MT6uz47B+eh8A8Ezj/TPU\nuhRmvgTAJQBARLcy8/OH1JZFJdzLeBLuZTyZxHsZVvT8FgD7EdG+RDQF4C8BXD2kawUCgcCiMRRL\nk5l7RPR2AF8DEAH4JDPfOYxrBQKBwGIyNM84M/8rgH+tufslw2rHCAj3Mp6EexlPJu5ehhIICgQC\ngaVKqHIUCAQCDRi5aE76cEsi2kpEdxDRbUR0q1r3m0T0DSL6kfr75FG30wcRfZKIHiKiLca6wrYT\n0TvV93QPEb18NK32U3Av7yKiB9R3cxsRvdLYNpb3QkTPJKJvEdFdRHQnER2v1k/c91JyLxP3vVgw\n88gWyCDRfQBWApgCcDuAVaNsUx/3sBXAU5115wM4Rb0+BcD7Rt3Ogrb/DoC1ALZUtR3AKvX97AZg\nX/W9RaO+h4p7eReA9Z59x/ZeADwdwFr1+kkAfqjaO3HfS8m9TNz3Yi6jtjTT4ZbMPA9AD7ecdP4E\nwGXq9WUAXjXCthTCzNcB+G9ndVHb/wTAZ5l5jpl/DOBeyO9vLCi4lyLG9l6Y+RfMvEm9fgzA3ZAj\n7Cbueym5lyLG9l5MRi2avuGWZR/qOMIAvklE31ejnABgT2b+hXr9IIA9R9O0vihq+6R+V+8gos2q\n+667tBNxL0S0AsBzAdyECf9enHsBJvh7GbVoLgV+m5kPA/BHAN5GRL9jbmTZ75jIFIVJbrviY5Cu\nn8MA/ALAhtE2pz5EtDuALwI4gZkfNbdN2vfiuZeJ/V6A0Ytm5XDLcYeZH1B/HwLwZcjuxC+J6OkA\noP4+NLoWNqao7RP3XTHzL5k5ZuYEwMeRdfXG+l6IqA0pMpcz85fU6on8Xnz3Mqnfi2bUojnRwy2J\n6IlE9CT9GsAfQhYeuRrAsWq3YwF8ZTQt7Iuitl8N4C+JaDci2hfAfgBuHkH7aqNFRvFqZEVhxvZe\niIgAfALA3cw8a2yauO+l6F4m8XuxGHUkCsArIaNq9wE4bdTtadj2lZDRvtsB3KnbD+ApAK4F8CMA\n3wTwm6Nua0H7r4TsHnUh/Ud/U9Z2AKep7+keAH806vbXuJfPALgDwGbIB/Lp434vAH4bsuu9GcBt\nannlJH4vJfcycd+LuYQRQYFAINCAUXfPA4FAYKIIohkIBAINCKIZCAQCDQiiGQgEAg0IohkIBAIN\nCKIZCAQCDQiiGQgEAg0IohkIBAIN+P+MeSID4EE2RwAAAABJRU5ErkJggg==\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1,1, figsize=(18,12))\n", "ax.pcolormesh(np.ma.masked_array(Jan04.variables['sossheig'][0,:,:], mask = 1-new_domain[0,:,:]))\n", "viz_tools.set_aspect(ax)\n", "ax.plot(25,400,'r.')\n", "ax.plot(35, 350, 'r.')\n", "ax.plot(40, 300, 'r.')\n", "ax.plot(120, 240, 'r.') #funny passage\n", "ax.plot(50, 240, 'r.')\n", "ax.plot(120, 200, 'r.')\n", "ax.plot(150, 150, 'r.')\n", "ax.plot(170, 100, 'r.')\n", "ax.plot(180, 50, 'r.')\n", "ax.plot(225, 160, 'r.') #Howe\n", "ax.grid('on')" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": true }, "outputs": [], "source": [ "test = nc.Dataset('/home/vdo/MEOPAR/SalishSea/with_new_vars2/SalishSea_1h_20170101_20170101_grid_T.nc')" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.pcolormesh(test.variables['vtau'][0,...])\n", "plt.colorbar()" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "0.3574569863436463" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "4633/12961" ] }, { "cell_type": "code", "execution_count": 56, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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cvau7d6fiv9f33P27xHHPZtbMzFoc3gYuA5ZQ2z1H+8p/XbhR8fnj\ny6n4S4Jx0a4ngn29ChQAJVS8hnkH0A6YC6wA5gBtQ8aPC74HecCwaNdfjX7Pp+J13mxgYXAbHuc9\nDwC+CnpeAvxPcDxuez6i/wz+76+k4rZnKv6Kc1Fwyzn8e6q2e9Y7vUVEpEr0kpSIiFSJAkNERKpE\ngSEiIlWiwBARkSpRYIiISJUoMEREpEoUGCIiUiUKDBERqZL/D27TJsWHe+PiAAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "y_vtau = 500\n", "njmpp=1\n", "y0v=250\n", "rn_vtau = 0.02\n", "jj = np.linspace(0,500,2)\n", "y = rn_vtau /(y_vtau+njmpp-1-y0v)* ( jj+njmpp-1 - y0v ) \n", "plt.plot(jj,y)\n", "plt.grid('on')" ] }, { "cell_type": "code", "execution_count": 67, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "y_vtau = 500\n", "njmpp=1\n", "y0v=400\n", "rn_vtau = 0.02\n", "jj = np.linspace(0,500,2)\n", "y = rn_vtau *( jj+njmpp-1 - y0v ) /(y_vtau+njmpp-1-y0v) *(-y0vnjmpp-1+y_vtau)/(y0v)\n", "plt.plot(jj,y)\n", "plt.grid('on')" ] }, { "cell_type": "code", "execution_count": 72, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "y0 = 200\n", "y_vtau = 0\n", "rn_vtau = 0.4\n", "m = rn_vtau/(x_vtau - x0)\n", "b = -m*x0\n", "jj = np.linspace(0,500,2)\n", "y = m*(jj+njmpp-1) + b\n", "plt.plot(jj,y)\n", "plt.grid('on')" ] }, { "cell_type": "code", "execution_count": 76, "metadata": { "collapsed": true }, "outputs": [], "source": [ "test = nc.Dataset('/home/vdo/MEOPAR/SalishSea/test/SalishSea_1h_20160601_20160601_grid_V.nc')" ] }, { "cell_type": "code", "execution_count": 77, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "\n", "float32 vtau(time_counter, y, x)\n", " standard_name: surface_downward_y_stress\n", " long_name: Wind Stress along j-axis\n", " units: N/m2\n", " online_operation: average\n", " interval_operation: 40 s\n", " interval_write: 1 h\n", " cell_methods: time: mean (interval: 40 s)\n", " cell_measures: area: area\n", " _FillValue: 1e+20\n", " missing_value: 1e+20\n", " coordinates: time_centered nav_lat nav_lon\n", "unlimited dimensions: time_counter\n", "current shape = (6, 564, 284)\n", "filling on" ] }, "execution_count": 77, "metadata": {}, "output_type": "execute_result" } ], "source": [ "test.variables['vtau']" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 123, "metadata": { "collapsed": true }, "outputs": [], "source": [ "test2 = nc.Dataset('/home/vdo/MEOPAR/SalishSea/test/SalishSea_1h_20160601_20160601_grid_V.nc')" ] }, { "cell_type": "code", "execution_count": 130, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 130, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.contourf(test2.variables['vtau'][2,...])\n", "plt.colorbar()" ] }, { "cell_type": "code", "execution_count": 124, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "\n", "float32 vtau(time_counter, y, x)\n", " standard_name: surface_downward_y_stress\n", " long_name: Wind Stress along j-axis\n", " units: N/m2\n", " online_operation: average\n", " interval_operation: 40 s\n", " interval_write: 1 h\n", " cell_methods: time: mean (interval: 40 s)\n", " cell_measures: area: area\n", " _FillValue: 1e+20\n", " missing_value: 1e+20\n", " coordinates: time_centered nav_lat nav_lon\n", "unlimited dimensions: time_counter\n", "current shape = (5, 564, 284)\n", "filling on" ] }, "execution_count": 124, "metadata": {}, "output_type": "execute_result" } ], "source": [ "test2.variables['vtau']" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.0" } }, "nbformat": 4, "nbformat_minor": 2 }