{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "Look at the M2 surface tidal ellipses in the CODAR region (including the new CODAR at Active Pass)" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "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.figures import research_VENUS\n", "\n", "import baroclinic as bc\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": true }, "outputs": [], "source": [ "SITES = research_VENUS.SITES['VENUS']" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CODAR/CODAR\n", "BP\n" ] }, { "data": { "image/png": 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Bj1QIETIntISrekH9Fp1oPn4B9oZtKPDA/1ZbHVn4a14PCr2Az0v+qvfx1W/N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\nEo3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TpkzJ8P3c8uVJ66Db29tz8OBBXr58SbNmzejduzfz588HRCvkhW1E0dS3taGISeqO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\nt45TcZi4uaGg740sIwMpd+9qrX2BWAy3adMgkEjylyny8iDXgRwVqqJfvTp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Cgsq6tM3h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KHkpKdXiS3x9xc2599cqoYagpoafzEEOHMbLlWjfZOqpPckSVJIknRakqSN9/8OkCTp8P1j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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "const='M2'\n", "sc_ell=0.06\n", "st=6\n", "sc_quiv =25\n", "time_deg = 31 #M2 phase of elevation at Point Atkinson\n", "fig,ax = plt.subplots(1,1,figsize=(12,10))\n", "grid = nc.Dataset('/data/nsoontie/MEOPAR/NEMO-forcing/grid/bathy_meter_SalishSea2.nc')\n", "mesh_mask = nc.Dataset('/data/nsoontie/MEOPAR/NEMO-forcing/grid/mesh_mask_SalishSea2.nc')\n", "depths = mesh_mask.variables['gdept_0']\n", "areas = ['CODAR/CODAR','BP' ]\n", "\n", "for area in areas:\n", " print(area)\n", " data =sio.loadmat(\n", " '/ocean/nsoontie/MEOPAR/TidalEllipseData/{}_region_surface_20160622_20160825.mat'.format(area))\n", " datastruc = data['datastruc']\n", " lats = datastruc['lats'][0,0]\n", " lons = datastruc['lons'][0,0]\n", " \n", " bc.plot_CODAR_ellipse(ax,lons, lats, const, datastruc,depths, grid, scale=sc_ell, step=st,\n", " baroclinic=False, barotropic=False, depth_level=0, isobaths=[20])\n", " bc.plot_ellipse_phase_arrow(ax, lons, lats, const, datastruc, time_deg, \n", " scale=sc_quiv, step=st, baroclinic=False)\n", " ax.plot(SITES['Central']['lon'], SITES['Central']['lat'], 'm*', label='Central',ms=10,zorder=1)\n", " ax.plot(SITES['East']['lon'], SITES['East']['lat'], 'm*',label = 'East',ms=10,zorder=1)\n", " \n", "#Axis limits\n", "ax.set_xlim([-123.7,-123])\n", "ax.set_ylim([48.7,49.3])\n", "bc.add_scale_ellipse(ax, -123.115,49.2, dx=-.04, dy=0.018,scale = sc_ell, speed=0.3)\n", "ax.get_xaxis().get_major_formatter().set_useOffset(False)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": true }, "outputs": [], "source": [ "fig.savefig('M2_surface_ellipses_20160622_20160825.png', dpi=300,bbox_inches='tight')" ] }, { "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": "3.5.2" } }, "nbformat": 4, "nbformat_minor": 0 }