{ "cells": [ { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": true }, "outputs": [], "source": [ "import datetime\n", "import netCDF4 as nc\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import os\n", "import scipy.io as sio\n", "\n", "from salishsea_tools import viz_tools\n", "from salishsea_tools import ellipse\n", "from nowcast import research_VENUS\n", "\n", "import baroclinic as bc\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": true }, "outputs": [], "source": [ "SITES=research_VENUS.SITES['VENUS']" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(49, 49.1)" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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nJEGDk2Gj0S9qK6IeIlAzJw2DA6N114BH8bTDq4ACZGZVIqVWFXb+vKKkzCyg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\ni9Tm+W+EBP4PQFqL9EfCqLpDQor8bgtWhfOH4YKhdt3bHHbO9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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "const='M2'\n", "fig, ax = plt.subplots(1,1,figsize=((5,5)))\n", "run= '/data/nsoontie/MEOPAR/SalishSea/results/tides/bathymods/bathy2/barotropic_tides_masked.mat'\n", "\n", "bathy= '/data/nsoontie/MEOPAR/NEMO-forcing/grid/bathy_meter_SalishSea2.nc'\n", "\n", "isobaths= [5, 7,10,12,15, 20, 25, 30, 40, 50, 60, 70, 80, 90, 100]\n", "\n", "\n", "data =sio.loadmat(run)\n", "datastruc = data['datastruc']\n", "lats = datastruc['lats'][0,0]\n", "lons = datastruc['lons'][0,0]\n", " \n", "grid = nc.Dataset(bathy)\n", "major, minor, phase, incli= bc.get_constituent(const ,datastruc)\n", "mesh=ax.pcolormesh(lons, lats, major, vmin=.3,vmax=0.5)\n", "cbar = plt.colorbar(mesh, ax=ax)\n", "cbar.set_label('M2 Major axis (m/s)')\n", " \n", "#Add bathymetry contours\n", "ax.plot(SITES['Central']['lon'], SITES['Central']['lat'], 'm*', label='Central')\n", "ax.plot(SITES['East']['lon'], SITES['East']['lat'], 'm*',label = 'East')\n", " \n", "for isobath in isobaths:\n", " viz_tools.plot_coastline(ax, grid,coords = 'map',isobath=isobath)\n", " \n", "#Axis limits\n", "ax.set_xlim([-123.3,-123.1])\n", "ax.set_ylim([49,49.1])\n" ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(49, 49.1)" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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uyo4zRaYixu3CGNvrfLZXcm/kXcX95MWW/04H83c6mJ1V7KaLuPJt\nH+TKt32w434AeOQFeCRkenY/wxhTz4mT9A3gR8CrJD0m6YPAJcDhktYBh6XnubgoO04AreKbJcYj\noWGOFhpiHIO/U/GDwFbaueVmMb5y9keKO8pzy480RKw1Y6wzou88wh9KlImY2QlmNtvMZpjZXDP7\nmpn92szeYWZ7mdk7zey3RSPwVeIcJ5BYIYovfOJ8zvjSRbliPPIuWHJjfj8rbzp4PLbcTox31g94\nxsoJdTRnDE1iXJYF9GOx/K4ulByIP+hznMgsKYpBBzrqIlEGuDcg1BEqyg/zysI6H33ib4s7Onib\nADH+fsCIwkU52s4jPFKixR6+Spzj1J0yIY6i2PLIuyAkQhsSWz782M7jz+NM2R230o/Ycv+3HnGn\n7DhdoNUtTzXenOWWW8U6ZHJzO7fcKsZ/e91/LeyrrVt+qCkt7pAQ0cpzy3+e/r0+oJ8GEdZTZk2J\nFvt0xSl7TNlxushUxXi8fVNsuZ1zXkGxMLfGlqM644cCcpSD+fOW8/dSTpg7xWPKubhTdpwwyrjl\nIkEu5ZbzBLm0W24V5AahohzDKZfZ3uuNHlN2HCebkNjyj/SDeA75oW0iOeRFJGLcTpAhccu9ov8L\nKrsoO86As4Itoj3yneL6Hzn26vb3nryajzx5NbZngEG8Y+v8+x/YOimVov8P+lyUHWdAyHLL8fbt\nTgQ5Gs1i/IH5AQ165ZbdKTuO0wWa3XErZd1ywx23MiW3XEl33Ez/nbJnXzjOAFFJZ3zH1rCsoM4H\n5sPf319QqReZGF3cfC8Qd8qOM4QUueUrvwNXzi7uJ8gth0zeqwzulB3HqRBXBoQ2gikrxrluubEA\n0KIpdFyGyQsN9Rp3yo4zpDS75Su/ky3IU3LL32eybs4pO7oG2SuydY/+O2UXZccZYkbaiPGU6dTE\nTsjEaCfGcZf/nEhNsi8kTZM0JmlFer6vpB9Lul/Scknbt2m3SNKDkn4h6aym6y+TdLOkdZJukrRT\nnLfjOE5sQtzys2/ZpliQg91yr91xM505ZUmPpro4JunuqYwg1CmfRrJSR2NO9jLgTDObT/I49FMZ\ng5sGfIXkZ20f4ARJe6e3zwZuNrO9gFvTcyeHMgsKDjr+WWyh35/Fv+0yg3/bZUZ4gzxhfjIt73hD\nQEfdcssdO2Uj2ZNvfzM7aCojKBRlSXOAI0iEuBE82tPMGjsu3gIcm9H0IOAhM3vUzF4ArgWOTu8d\nBVyTHl8DHDOVwQ8Tj/Z7ABXi0X4PoEI8GqGPjQF1stxyqxg/e1EH066fnHrTuESJKXe0HkaIU/4i\niRPe3HRttaSGwB4HzM1otzvwWNP5+vQawK5mtiE93gDsGjxix3H6Sml33EqzW26441b65pajOOVb\nJK2U9JdTGUGuKEs6EthoZmNMVP8PAR+TtBJ4Kdn7crcuP6eMa1iyTF11l6pznCEg1C0XiXGwW24n\nxlNi+7TEYOp79KW8xcz2B94N/JWkgO3CWzCztgW4mMTtPkLyEf478PWWOnsBd2W0fSPw/abzTwNn\npccPArulx7OAB9u8vnnx4sVLaMnTs6IS+/WAJcDpZccRvJ6ypEOAM8xssaSXm9mvJG0FXA3cZmZX\nt9SfDvwceDvwBHA3cIKZrZX0OeAZM7tU0tnATmbmD/scx6ktkl4CTDOz30n6E+AmYMTMbirTT9k8\n5YaCnyjp58BaYH1DkCXNlvQ9ADPbBJwC3EiSufFNM1ubtr8EOFzSOuCw9NxxHKfO7ArcKWkVcBfw\n3bKCDBXfecRxHGfY6OuMvpBJJJK2lXSXpFWS1kj66zLt60LgZzFX0u2SVkv6maSPN91bKml9mrQ+\nJqmb0566SoTPYqi+F2m9r0raIOmBlutD9b1I67X7LGrxvej3NOvCSSRm9kfgUDPbD5gPHCrpLaHt\na0TIe3kB+KSZvYbkQepfSXp1es+Ay9Ok9f3NrFZrc7XQ6WcxbN8LgK+RnSM2bN8LaP9Z1ON70cnT\nyk4LSRbGrunxbrTJwmiq/xLgHmCfqbSvcpnKewFuAN5uHTzprWKJ8FkM5fcCmAc80HJtKL8XbT6L\nWnwv+u2UgyaRSNoqDZ5vAG43szVl2teEUu9F0jxgf5IHCg1OlXSfpKuq+k+zQDr9LIb2e9GGofxe\ndKF9T+j6esqSbib5VWrl3OYTMzNJmU8dzWwzsJ+kHYEbJS00s9HQ9lUhxmeR9vNS4NvAaWb2+/Ty\nlcCF6fFFwGXAX3Q86C7R5c8iuH0ViPVZtGEovxdFVPl70XVRNrPD291Lg/G7mdlTkmZRMLHIzJ5N\nU+4OAEaBUu37TYzPQtLWwHXAP5jZDU19b2yqs4y4OwNFp5ufBUP4vcjpe+i+FznU4nvR7/DFcuDk\n9PhkkrjgBCTNbPyTS9J2wOHAqtD2NSLksxBwFbDGzL7Ucm9W0+l7gQlPnmtGR59FSPsa0dF7Gbbv\nRZfb94Z+BrSBl5GsMreOZPbLTun12cD30uP5wL0kQnw/8Kmi9nUsgZ/FwSQLQ60CxtKyKL339fTz\nuY/ky7Zrv99THz+LofpepOffIJk5+xzJ0ggfHMbvRcFnUYvvhU8ecRzHqRD9Dl84juM4TbgoO47j\nVAgXZcdxnArhouw4jlMhXJQdx+kIScelC0O9KGlBmzp5C0hdlM44XCXpVklZ28s197WfpB+l/dwn\n6fjY76mfePaF4zgdkS4EtRn4/0nW2bg3o85uJLsNrUpnYf4UOMaSTS+2N7PfpfVOBfY1sw/nvN6e\nwGYzezjNw/4p8Goz+7f47673uFN2HKcjzOxBM1tXUOcpM1uVHv+eZIOM2en575qqvhR4GkDSNEmf\nl3R36oj/W1r/F2b2cHr8JMnMvJfHfl/9ouvTrB3HcZrJWkxL0meBD5DsSHpQevkvgN+a2UGStgF+\nIOkmM3u0qd1BwNYNkR4E3Ck7jlNIujj8Axllccl+MheQMrNzzezPSNZCbkybfydwkqQx4CckM/Je\n2dTXLJIZix/s6M1VDHfKjuMUYjkLBYWSs4BUM/8I/J+m81PM7OaMvnYAvgucY2Z3dzq2KuFO2XGc\nmCjzYv5iWns2nR5Nso4JJJsuf0zS9LTeXpJeImkGcD3wdTP7Tuw30G88+8JxnI6Q9F7gCmAm8Cww\nZmbvljQb+F9m9h5JBwP/QrI4UkN0Pm1m35f0beBVwIvAw8BHzWxjKuSfARaTiP1GkpXujgK+Cqxu\nGsbJZnZ/t99rL3BRdhzHqRAevnAcx6kQLsqO4zgVwkXZcRynQrgoO47jVAgXZcdxnArhouw4jlMh\nXJQdx3EqhIuy4zhOhfh/U9iQoZ1LrfUAAAAASUVORK5CYII=\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "b=grid.variables['Bathymetry'][:]\n", "nav_lon = grid.variables['nav_lon'][:]\n", "nav_lat = grid.variables['nav_lat'][:]\n", "\n", "plt.pcolormesh(nav_lon, nav_lat, b, vmin=5, vmax=50)\n", "plt.colorbar()\n", "ax=plt.gca()\n", "ax.set_xlim([-123.3,-123.1])\n", "ax.set_ylim([49,49.1])" ] }, { "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": "3.4.3" } }, "nbformat": 4, "nbformat_minor": 0 }