{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/eolson/anaconda3/envs/temp/lib/python3.5/site-packages/matplotlib/font_manager.py:273: UserWarning: Matplotlib is building the font cache using fc-list. This may take a moment.\n", " warnings.warn('Matplotlib is building the font cache using fc-list. This may take a moment.')\n", "/home/eolson/anaconda3/envs/temp/lib/python3.5/site-packages/matplotlib/font_manager.py:273: UserWarning: Matplotlib is building the font cache using fc-list. This may take a moment.\n", " warnings.warn('Matplotlib is building the font cache using fc-list. This may take a moment.')\n" ] } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import netCDF4 as nc\n", "import cmocean as cm\n", "from mpl_toolkits.basemap import Basemap, shiftgrid\n", "\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [], "source": [ "with nc.Dataset('/ocean/eolson/MEOPAR/NEMO-forcing/grid/bathymetry_201702.nc') as b:\n", " bathy=b.variables['Bathymetry'][:]\n", " nav_lon=b.variables['nav_lon'][:]\n", " nav_lat=b.variables['nav_lat'][:]\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "-126.410291443 -121.308351746 46.849664917 51.114801178\n" ] } ], "source": [ "lonmin=np.min(nav_lon)-.01\n", "lonmax=np.max(nav_lon)+.01\n", "latmin=np.min(nav_lat)-.01\n", "latmax=np.max(nav_lat)+.01\n", "print(lonmin,lonmax,latmin,latmax)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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eD/DKlkUvIk3B5AJSclL46pWvmHLjlA4fP0bbCRFiX/0++tj70MvaK+YM24pf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\nmiLSlyqQNSxs10UWBeaUBelLFagJe/BrMnndZm9fgrbRIu3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VF3xd00XSTI5bieWRLnx0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lzHM19+hnRnGlVVqWmu4a6H7+K377+XluhYqhjOnDmX8v3v/Rc/+e/vksvnqK9vYPrMWXzmGw8R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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(6,6))\n", "fig.patch.set_facecolor('none')\n", "ax = fig.add_axes([0.1,0.1,0.8,0.8])\n", "# setup of basemap ('lcc' = lambert conformal conic).\n", "# use major and minor sphere radii from WGS84 ellipsoid.\n", "m = Basemap(projection='merc',llcrnrlat=latmin,urcrnrlat=latmax,\\\n", " llcrnrlon=lonmin,urcrnrlon=lonmax,resolution='h')\n", "\n", "p=m.pcolor(nav_lon,nav_lat,bathy,latlon=True,cmap='Blues')\n", "p2=m.plot(nav_lon[0,:],nav_lat[0,:],'k-',latlon=True)\n", "p2=m.plot(nav_lon[-1,:],nav_lat[-1,:],'k-',latlon=True)\n", "p2=m.plot(nav_lon[:,0],nav_lat[:,0],'k-',latlon=True)\n", "p2=m.plot(nav_lon[:,-1],nav_lat[:,-1],'k-',latlon=True)\n", "\n", "m.fillcontinents(color=(.6,.9,.6),lake_color=(.9,1,.9))\n", "m.drawrivers(color=(.9,1,.9),linewidth=2)\n", "\n", "m.drawparallels(np.arange(np.round(latmin),np.round(latmax)+1,1),labels=[1,0,0,0], linewidth=0.0,fontsize=14)\n", "m.drawmeridians(np.arange(np.round(lonmin),np.round(lonmax)+1,1),labels=[0,0,0,1], linewidth=0.0,fontsize=14)\n", "\n", "m.plot(-123.559,49.125,'r*',latlon=True,markersize=12)\n", "x,y = m(-123.559-.4,49.125-.1)\n", "plt.text(x,y,'S3',size=16)\n", "\n", "#fig.savefig('/home/eolson/pyCode/notebooks/figs/newBathy_green.png',dpi=200)\n", "#fig.savefig('/home/eolson/pyCode/notebooks/figs/newBathy_green.eps',dpi=200)\n", "#fig.savefig('/home/eolson/pyCode/notebooks/figs/mapLabeled.pdf')" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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7efpp+PGxJ7AFvdCTo01F8cViwkat24/TvotGQ9FZfRo1O7cu2UpMvJ67/jIW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95xK/f/w/1nlBB3LMRhIu50qtDQdTZ561kd38eG+BlSqsCc8K2kRCKrmROtzDIXEytNPYjJOiZd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\nE9zzw3vw5CQvxXkpYBoVk14z2Da4T/ptDYhb9dNVh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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(5,5))\n", "fig.patch.set_facecolor('none')\n", "ax = fig.add_axes([0.1,0.1,0.8,0.8])\n", "# setup of basemap ('lcc' = lambert conformal conic).\n", "# use major and minor sphere radii from WGS84 ellipsoid.\n", "m = Basemap(projection='merc',llcrnrlat=latmin,urcrnrlat=latmax,\\\n", " llcrnrlon=lonmin,urcrnrlon=lonmax,resolution='h')\n", "\n", "p=m.pcolor(nav_lon,nav_lat,bathy,latlon=True,cmap='Blues')\n", "p2=m.plot(nav_lon[0,:],nav_lat[0,:],'k-',latlon=True)\n", "p2=m.plot(nav_lon[-1,:],nav_lat[-1,:],'k-',latlon=True)\n", "p2=m.plot(nav_lon[:,0],nav_lat[:,0],'k-',latlon=True)\n", "p2=m.plot(nav_lon[:,-1],nav_lat[:,-1],'k-',latlon=True)\n", "\n", "m.fillcontinents(color=(.6,.9,.6),lake_color=(.9,1,.9))\n", "m.drawrivers(color=(.9,1,.9),linewidth=2)\n", "\n", "m.drawparallels(np.arange(np.round(latmin),np.round(latmax)+1,1),labels=[1,0,0,0], linewidth=0.0,fontsize=14)\n", "m.drawmeridians(np.arange(np.round(lonmin),np.round(lonmax)+1,2),labels=[0,0,0,1], linewidth=0.0,fontsize=14)\n", "\n", "x,y = m(-125.4,49.4)\n", "plt.text(x,y,'Vancouver I.',size=12, rotation=-40.0,color='navy')\n", "x,y = m(-122.6,49.5)\n", "plt.text(x,y,'Fraser R.',size=12, rotation = 27.0,color='navy')\n", "plt.title('Model Domain')\n", "\n", "fig.savefig('/home/eolson/pyCode/notebooks/figs/newBathy_greenNoS3.png',dpi=400,transparent=True)\n", "fig.savefig('/home/eolson/pyCode/notebooks/figs/newBathy_greenNoS3.eps',dpi=400,transparent=True)\n", "#fig.savefig('/home/eolson/pyCode/notebooks/figs/mapLabeled.pdf')" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [ { "ename": "NameError", "evalue": "name 'topoin' is not defined", "output_type": "error", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 7\u001b[0m \u001b[0;31m# transform to nx x ny regularly spaced 5km native projection grid\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 8\u001b[0m \u001b[0mnx\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mm\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mxmax\u001b[0m\u001b[0;34m-\u001b[0m\u001b[0mm\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mxmin\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m/\u001b[0m\u001b[0;36m5000.\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m+\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m;\u001b[0m \u001b[0mny\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mm\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mymax\u001b[0m\u001b[0;34m-\u001b[0m\u001b[0mm\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mymin\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m/\u001b[0m\u001b[0;36m5000.\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m+\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 9\u001b[0;31m \u001b[0mtopodat\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mm\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtransform_scalar\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtopoin\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mlons\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mlats\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mnx\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mny\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 10\u001b[0m \u001b[0;31m# plot image over map with imshow.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 11\u001b[0m \u001b[0mtopo2\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwhere\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtopodat\u001b[0m\u001b[0;34m<\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m-\u001b[0m\u001b[0mtopodat\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[0;31mNameError\u001b[0m: name 'topoin' is not defined" ] }, { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(8,8))\n", "fig.patch.set_facecolor('none')\n", "ax = fig.add_axes([0.1,0.1,0.8,0.8])\n", "# setup of basemap ('lcc' = lambert conformal conic).\n", "# use major and minor sphere radii from WGS84 ellipsoid.\n", "m = Basemap(projection='merc',llcrnrlat=latmin,urcrnrlat=latmax-.4,\\\n", " llcrnrlon=lonmin,urcrnrlon=lonmax,resolution='h')\n", "# transform to nx x ny regularly spaced 5km native projection grid\n", "nx = int((m.xmax-m.xmin)/5000.)+1; ny = int((m.ymax-m.ymin)/5000.)+1\n", "topodat = m.transform_scalar(topoin,lons,lats,nx,ny)\n", "# plot image over map with imshow.\n", "topo2=np.where(topodat<0,-topodat,0)\n", "im = m.imshow(topo2,cmap='Blues',clim=(0, 200))#\n", "# draw coastlines and political boundaries.\n", "#m.drawcoastlines()\n", "# draw parallels and meridians.\n", "# label on left and bottom of map.\n", "#parallels = np.arange(30.,70.,10.)\n", "#m.drawparallels(parallels,labels=[1,0,0,1],size=16)\n", "#meridians = np.arange(-150.,-80.,10.)\n", "#m.drawmeridians(meridians,labels=[0,0,0,1],size=16)\n", "m.fillcontinents(color=(.6,.9,.6),lake_color=(.9,1,.9))\n", "m.drawrivers(color=(.9,1,.9),linewidth=2)\n", "#x,y = m(-121.9, 49.7)\n", "#plt.text(x,y,'Fraser\\n River',size=20,fontname='Times New Roman')\n", "#x,y = m(-124.8, 48.1)\n", "#plt.text(x,y,'Strait of\\n Juan de\\n Fuca',size=20,fontname='Times New Roman')\n", "#x,y = m(-124.2, 49.1)\n", "#plt.text(x,y,'Strait of\\n Georgia',size=20,fontname='Times New Roman')\n", "#x,y = m(-123.5, 48.25)\n", "#plt.text(x,y,' Gulf/\\n San Juan\\n Islands',size=20,fontname='Times New Roman')\n", "#x,y = m(-126.1, 50.5)\n", "#xt,yt=m(-126.5,50.8)\n", "#ax.annotate('Johnstone\\n Strait', xy=(x, y), xytext=(xt, yt), size=20,\n", "# arrowprops=dict(facecolor='black'),fontname='Times New Roman')#, shrink=0.05\n", "\n", "\n", "fig.savefig('/home/eolson/pyCode/notebooks/figs/newBathy_green.png')\n", "#fig.savefig('/home/eolson/pyCode/notebooks/figs/mapLabeled.pdf')" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "anaconda-cloud": {}, "kernelspec": { "display_name": "Python [conda env:temp]", "language": "python", "name": "conda-env-temp-py" }, "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 }