Created
May 8, 2020 18:41
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Quick and dirty plot of GridSat using XArray
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import cartopy.crs as ccrs | |
import matplotlib.pyplot as plt | |
import xarray as xr | |
import cartopy.feature as cfeature | |
import matplotlib.ticker as mticker | |
import urllib | |
import tempfile | |
url1 = "https://www.ncei.noaa.gov/thredds/fileServer/satellite/gridsat-goes-conus/2011/04/GridSat-CONUS.goes13.2011.04.25.0915.v01.nc" | |
mytfile = tempfile.NamedTemporaryFile() | |
urllib.request.urlretrieve(url1, mytfile.name) | |
ds = xr.open_dataset(mytfile.name) | |
states_provinces = cfeature.NaturalEarthFeature( | |
category='cultural', | |
name='admin_1_states_provinces_lines', | |
scale='50m', | |
facecolor='none') | |
myf = plt.figure(figsize = [15,10]) | |
ax = plt.subplot(projection=ccrs.PlateCarree()) | |
ds['ch3'].plot(ax=ax, x='lon', y='lat', transform=ccrs.PlateCarree(), | |
cmap='plasma_r', vmin = 210, vmax = 250) | |
gl = ax.gridlines(crs=ccrs.PlateCarree(), draw_labels=True, | |
linewidth=2, color='gray', alpha=0.5, linestyle='--') | |
ax.coastlines('10m', color='r') | |
ax.add_feature(states_provinces, edgecolor='gray') | |
plt.xlim(-100, -92) | |
ax.plot(-97.4882, 36.6077, 'or', transform=ccrs.PlateCarree()) | |
ax.annotate('ARM SGP Site', xy=(-97.4882 + .5, 36.6077 - .2), xycoords=ccrs.PlateCarree()._as_mpl_transform(ax), | |
ha='right', va='top', fontsize=14, fontweight='bold') | |
plt.ylim(33,39) | |
gl.xlabels_top = False | |
gl.ylabels_left = False | |
plt.grid() #36.6077° N, 97.4882° W | |
plt.savefig('GOES.png') |
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