通过多个netcdf文件循环读取数据

Question

我想通过读取多个netCDF（连续几天）文件来读取数据，以便从火山生成SO2通量时间序列。为此，我想我需要创建一个循环。但我不知道该怎么做

    all_files = ['S5P_OFFL_L2__SO2____20181222T113340_20181222T131510_06173_01_010105_20181228T221109.nc', 'S5P_OFFL_L2__SO2____20181223T111438_20181223T125608_06187_01_010105_20181229T211412.nc']
filename = 'C:/Users/Frank van der Leij/OneDrive/Documenten/BSc_python/Etna/S5P_OFFL_L2__SO2____20181224T105537_20181224T123707_06201_01_010105_20181230T202633.nc'
fid = Dataset(filename,'r')
lon1 = fid.groups['PRODUCT'].groups['SUPPORT_DATA'].groups['GEOLOCATIONS'].variables['longitude_bounds'][:,:,:,0]
lon2 = fid.groups['PRODUCT'].groups['SUPPORT_DATA'].groups['GEOLOCATIONS'].variables['longitude_bounds'][:,:,:,1]
lon3 = fid.groups['PRODUCT'].groups['SUPPORT_DATA'].groups['GEOLOCATIONS'].variables['longitude_bounds'][:,:,:,2]
lon4 = fid.groups['PRODUCT'].groups['SUPPORT_DATA'].groups['GEOLOCATIONS'].variables['longitude_bounds'][:,:,:,3]
lat1 = fid.groups['PRODUCT'].groups['SUPPORT_DATA'].groups['GEOLOCATIONS'].variables['latitude_bounds'][:,:,:,0]
lat2 = fid.groups['PRODUCT'].groups['SUPPORT_DATA'].groups['GEOLOCATIONS'].variables['latitude_bounds'][:,:,:,1]
lat3 = fid.groups['PRODUCT'].groups['SUPPORT_DATA'].groups['GEOLOCATIONS'].variables['latitude_bounds'][:,:,:,2]
lat4 = fid.groups['PRODUCT'].groups['SUPPORT_DATA'].groups['GEOLOCATIONS'].variables['latitude_bounds'][:,:,:,3]
lon5 = fid.groups['PRODUCT'].variables['longitude'][:]
lat5 = fid.groups['PRODUCT'].variables['latitude'][:]
sza = fid.groups['PRODUCT'].groups['SUPPORT_DATA'].groups['GEOLOCATIONS'].variables['solar_zenith_angle'][:]
SO2VCD = fid.groups['PRODUCT'].groups['SUPPORT_DATA'].groups['DETAILED_RESULTS'].variables['sulfurdioxide_total_vertical_column_7km'][:]
secs = fid.groups['PRODUCT'].variables['delta_time'][:]
row = fid.groups['PRODUCT'].variables['ground_pixel'][:]
SO2SCDcor = fid.groups['PRODUCT'].groups['SUPPORT_DATA'].groups['DETAILED_RESULTS'].variables['sulfurdioxide_slant_column_corrected'][:]*2241.15
fid.close()

我是否像创建所有文件一样创建变量。然后在数组中循环？它是否从所有文件中读取所有lon数据并将其分配给一个变量

我是Python新手，所以它可能是一个简单的解决方案

提前谢谢