Created
September 23, 2018 07:44
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Use Matplotlib to draw a contour plot
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# coding: utf-8 | |
import cartopy.crs as ccrs | |
import matplotlib.pyplot as plt | |
import numpy as np | |
import nuwe_pyeccodes | |
file_path = "some/file/path/to/gmf.gra.2018081800003.grb2" | |
message_number = 85 | |
grib_file = nuwe_pyeccodes.GribFileHandler() | |
grib_file.openFile(file_path) | |
grib_message = None | |
for i in range(0, message_number): | |
grib_message = grib_file.next() | |
left_lon = grib_message.getDouble('longitudeOfFirstGridPointInDegrees') | |
right_lon = grib_message.getDouble('longitudeOfLastGridPointInDegrees') | |
lon_step = grib_message.getDouble('iDirectionIncrementInDegrees') | |
nx = grib_message.getLong('Ni') | |
lon_array = np.arange(left_lon, right_lon + lon_step / 2, lon_step) | |
top_lat = grib_message.getDouble('latitudeOfFirstGridPointInDegrees') | |
bottom_lat = grib_message.getDouble('latitudeOfLastGridPointInDegrees') | |
lat_step = grib_message.getDouble('jDirectionIncrementInDegrees') | |
ny = grib_message.getLong('Nj') | |
lat_array = np.arange(top_lat, bottom_lat - lat_step / 2, -lat_step) | |
lons, lats = np.meshgrid(lon_array, lat_array) | |
values = grib_message.getDoubleArray('values') | |
grid_values = values.reshape(ny, nx) | |
ax = plt.subplot(111, projection=ccrs.PlateCarree(central_longitude=180)) | |
ax.contourf( | |
lons, lats, grid_values, | |
transform=ccrs.PlateCarree(), | |
cmap='rainbow' | |
) | |
ax.coastlines() | |
ax.gridlines() | |
plt.show() |
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