{ "cells": [ { "cell_type": "raw", "metadata": {}, "source": [ "A notebook to make an animation of the internal tide..." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": true }, "outputs": [], "source": [ "\n", "from matplotlib import pylab\n", "import matplotlib.pyplot as plt\n", "import netCDF4 as nc\n", "import numpy as np\n", "from salishsea_tools import tidetools\n", "import seaborn as sns\n", "\n", "from salishsea_tools import (nc_tools,viz_tools)\n", "\n", "from salishsea_tools.nowcast import analyze, research_VENUS\n", "\n", "import os\n", "import glob\n", "from matplotlib import animation\n", "\n", "import datetime\n", "\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": true }, "outputs": [], "source": [ "sns.set_style('whitegrid')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Define date range" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false }, "outputs": [], "source": [ "start = datetime.datetime(2015,2,1)\n", "end = datetime.datetime(2015,2,28)\n", "\n", "numdays = (end-start).days\n", "dates = [start + datetime.timedelta(days=num)\n", " for num in range(0, numdays+1)]" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": true }, "outputs": [], "source": [ "results_home = '/data/dlatorne/MEOPAR/SalishSea/nowcast/'\n", "bathy = nc.Dataset('/data/nsoontie/MEOPAR/NEMO-forcing/grid/bathy_meter_SalishSea2.nc')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Load files over date range" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(672, 40, 200, 1)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/data/nsoontie/MEOPAR/tools/SalishSeaTools/salishsea_tools/nowcast/analyze.py:169: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", " if kss == 'None':\n" ] } ], "source": [ "#subset\n", "ist=299\n", "ien=300\n", "jst=350\n", "jen=550\n", "x=np.arange(ist,ien)\n", "y=np.arange(jst,jen)\n", "k=np.arange(0,40)\n", "\n", "files = analyze.get_filenames(start,end,'1h','grid_T', results_home)\n", "sal, times = analyze.combine_files(files,'vosaline',k,y,x )\n", "\n", "tmp = nc.Dataset(files[0])\n", "depth=tmp.variables['deptht'][:]\n", "\n", "sal = np.ma.masked_values(sal,0)\n", "\n", "print(sal.shape)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{'VENUS': {'Central': {'lat': 49.0401, 'depth': 300, 'j': 424, 'lon': -123.4261, 'i': 266}, 'ddl': {'lat': 49.0807167, 'depth': 150, 'j': 425, 'lon': -123.3400617, 'i': 284}, 'East': {'lat': 49.0419, 'depth': 170, 'j': 416, 'lon': -123.3176, 'i': 283}}, 'Vancouver': {'lat': 49.2827, 'lon': -123.1207}}\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/nsoontie/anaconda3/lib/python3.4/site-packages/matplotlib/collections.py:650: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", " if self._edgecolors_original != str('face'):\n" ] }, { "data": { "text/plain": [ "[]" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "name": "stderr", "output_type": "stream", "text": [ "/home/nsoontie/anaconda3/lib/python3.4/site-packages/matplotlib/collections.py:590: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", " if self._edgecolors == str('face'):\n" ] }, { "data": { "image/png": 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AMjMzk3766ScpISFBbrNmzRoJkABpwIABkq+vr+Tr6ytt2LBBiouL++h9elfv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\nkiRJygQZTEmSJEmSJGXC/we1L5tjOSfVfgAAAABJRU5ErkJggg==\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "SITES = research_VENUS.SITES\n", "print(SITES)\n", "fig,ax=plt.subplots(1,1,figsize=(10,10))\n", "viz_tools.plot_coastline(ax,bathy)\n", "ax.plot([ist,ist], [jst,jen],'r')\n", "ax.plot([ien,ien], [jst,jen],'r')\n", "ax.plot(SITES['VENUS']['East']['i'], SITES['VENUS']['East']['j'], 'o')\n", "ax.plot(SITES['VENUS']['Central']['i'], SITES['VENUS']['Central']['j'],'o')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Testing out the size and colors before animating" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "collapsed": true }, "outputs": [], "source": [ "def internal_tide(t):\n", " ax1.clear()\n", " ax2.clear()\n", " #mesh\n", " mesh=ax1.contourf(y,depth,sal[t,:,:,0],cs,cmap=cmap,extend='both')\n", " ax1.contour( mesh, colors='k',lw=0.5)\n", " mesh=ax2.contourf(y,depth,sal[t,:,:,-1],cs,cmap=cmap,extend='both')\n", " ax2.contour( mesh, colors='k',lw=0.5)\n", "\n", " #title and axxis\n", " timestamp = times[t]\n", " axm.set_title(timestamp.strftime('%d-%b-%Y %H:%M'))\n", " for ax in [ax1, ax2]:\n", " ax.set_xlabel('y-postion')\n", " ax.set_ylabel('depth[m]')\n", " ax.set_ylim([50,0])\n", " ax.set_xlim([jst,jen])\n", " \n", " return mesh" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "collapsed": true }, "outputs": [], "source": [ "sns.set_context(\"notebook\", rc={\"lines.linewidth\": .5})" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(672, 40, 200, 1)\n" ] } ], "source": [ "print(sal.shape)" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "collapsed": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/nsoontie/anaconda3/lib/python3.4/site-packages/matplotlib/collections.py:650: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", " if self._edgecolors_original != str('face'):\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" }, { "name": "stderr", "output_type": "stream", "text": [ "/home/nsoontie/anaconda3/lib/python3.4/site-packages/matplotlib/collections.py:590: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", " if self._edgecolors == str('face'):\n" ] }, { "data": { "image/png": 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Ps2TJEoKCgqhcuTJ2dnbExMSQnp5OrVq1cHZ2xs3NDbVazYIFC9Bqtdjb29O0aVOaNm36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SAAAg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\nvlTXMSkpKZHCwsLKbKuu41JeX6rruNR0+/fvl2JjYyV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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "smin, smax, dels = 0, 34, 1\n", "cs = np.arange(smin,smax)\n", "cmap=plt.get_cmap('spectral')\n", "st=5\n", "\n", "fig= plt.figure( figsize=(10, 5))\n", "ax1=fig.add_subplot(2,2,1)\n", "ax2=fig.add_subplot(2,2,3)\n", "axm = fig.add_subplot(1,2,2)\n", "t=0\n", "\n", "mesh = internal_tide(0)\n", "cbar = plt.colorbar(mesh, ax=ax1)\n", "cbar.set_label('Practical Salinity [PSU]')\n", "cbar = plt.colorbar(mesh, ax=ax2)\n", "cbar.set_label('Practical Salinity [PSU]')\n", "\n", "viz_tools.plot_coastline(axm,bathy)\n", "axm.pcolormesh(bathy.variables['Bathymetry'][:])\n", "axm.plot([ist,ist], [jst,jen],'r')\n", "axm.plot([ien,ien], [jst,jen],'r')\n", "axm.plot(SITES['VENUS']['East']['i'], SITES['VENUS']['East']['j'], 'o',label='East')\n", "axm.plot(SITES['VENUS']['Central']['i'], SITES['VENUS']['Central']['j'],'o',label='Central')\n", "axm.legend(loc=0)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "collapsed": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/nsoontie/anaconda3/lib/python3.4/site-packages/matplotlib/collections.py:650: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", " if self._edgecolors_original != str('face'):\n", "/home/nsoontie/anaconda3/lib/python3.4/site-packages/matplotlib/collections.py:590: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", " if self._edgecolors == str('face'):\n", "/home/nsoontie/anaconda3/lib/python3.4/site-packages/matplotlib/collections.py:650: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", " if self._edgecolors_original != str('face'):\n", "/home/nsoontie/anaconda3/lib/python3.4/site-packages/matplotlib/collections.py:590: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", " if self._edgecolors == str('face'):\n" ] }, { "data": { "image/png": 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dm+f4sWPHWLRoEUajkfT0dObMmYOLiwufffYZaWlpZGRkMGLECPR6PaNGjeK1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\npKQEp9OJx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ra2VijN+/1+nE6nCIJcLpfIVp0ebEnN7JKRtk6nIxKJCG/Fhr1eSqVSZNX0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52O/evbvcno+rzZ8VjnnAKqf/bZ3cl6/huhrv6xEjRpCamkp0dLTfh8b1sJhR+OehVqtp2rQp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\nAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Setting up first frame and static content\n", "fig= plt.figure( figsize=(10, 5))\n", "ax1=fig.add_subplot(2,2,1)\n", "ax2=fig.add_subplot(2,2,3)\n", "axm = fig.add_subplot(1,2,2)\n", "\n", "mesh = internal_tide(0)\n", "cbar = plt.colorbar(mesh, ax=ax1)\n", "cbar.set_label('Practical Salinity [PSU]')\n", "cbar = plt.colorbar(mesh, ax=ax2)\n", "cbar.set_label('Practical Salinity [PSU]')\n", "\n", "viz_tools.plot_coastline(axm,bathy)\n", "axm.pcolormesh(bathy.variables['Bathymetry'][:])\n", "axm.plot([ist,ist], [jst,jen],'r')\n", "axm.plot([ien,ien], [jst,jen],'r')\n", "axm.plot(SITES['VENUS']['East']['i'], SITES['VENUS']['East']['j'], 'o',label='East')\n", "axm.plot(SITES['VENUS']['Central']['i'], SITES['VENUS']['Central']['j'],'o',label='Central')\n", "axm.legend(loc=0)\n", "\n", "#frmaes\n", "framess=np.arange(1,sal.shape[0])\n", "\n", "#The animation function \n", "anim = animation.FuncAnimation(fig, internal_tide,frames=framess, blit=True, repeat=False)\n", "\n", "#A line that makes it all work\n", "mywriter = animation.FFMpegWriter( fps=3, bitrate=10000)\n", "\n", "#Save in current folder\n", "anim.save('internal_tide-banks-feb2015.mp4',writer=mywriter)" ] }, { "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 }