import matplotlib.pyplot as plt import numpy as np try: from mpl_toolkits.basemap import Basemap have_basemap = True except ImportError: have_basemap = False def plotmap(): # create figure fig = plt.figure(figsize=(8,8)) # set up orthographic map projection with # perspective of satellite looking down at 50N, 100W. # use low resolution coastlines. map = Basemap(projection='ortho',lat_0=50,lon_0=-100,resolution='l') # lat/lon coordinates of five cities. lats=[40.02,32.73,38.55,48.25,17.29] lons=[-105.16,-117.16,-77.00,-114.21,-88.10] cities=['Boulder, CO','San Diego, CA', 'Washington, DC','Whitefish, MT','Belize City, Belize'] # compute the native map projection coordinates for cities. xc,yc = map(lons,lats) # make up some data on a regular lat/lon grid. nlats = 73; nlons = 145; delta = 2.*np.pi/(nlons-1) lats = (0.5*np.pi-delta*np.indices((nlats,nlons))[0,:,:]) lons = (delta*np.indices((nlats,nlons))[1,:,:]) wave = 0.75*(np.sin(2.*lats)**8*np.cos(4.*lons)) mean = 0.5*np.cos(2.*lats)*((np.sin(2.*lats))**2 + 2.) # compute native map projection coordinates of lat/lon grid. # (convert lons and lats to degrees first) x, y = map(lons*180./np.pi, lats*180./np.pi) # draw map boundary map.drawmapboundary(color="0.9") # draw graticule (latitude and longitude grid lines) map.drawmeridians(np.arange(0,360,30),color="0.9") map.drawparallels(np.arange(-90,90,30),color="0.9") # plot filled circles at the locations of the cities. map.plot(xc,yc,'wo') # plot the names of five cities. for name,xpt,ypt in zip(cities,xc,yc): plt.text(xpt+100000,ypt+100000,name,fontsize=9,color='w') # contour data over the map. cs = map.contour(x,y,wave+mean,15,linewidths=1.5) # draw blue marble image in background. # (downsample the image by 50% for speed) map.bluemarble(scale=0.5) def plotempty(): # create figure fig = plt.figure(figsize=(8,8)) fig.text(0.5, 0.5, "Sorry, could not import Basemap", horizontalalignment='center') if have_basemap: plotmap() else: plotempty() plt.show()