Changing the longitude of NetCDF from 0-360 to -180-180?
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I want to use the Tmax data from https://psl.noaa.gov/data/gridded/data.cpc.globaltemp.html. Tmax is in the format of netcdf and longitude range is from 0 to 360. I want to make the longitude range from -180 to 180 and exported the changed data so that next time when I use it, I can have the proper longitude.
The latitude starts from the north so the image is flipped. How can I also change the latitude so that I can have the latitude in the data attribute starting from south.
Does anyone know how to solve the problem?
Thanks.
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Austin M. Weber
el 10 de Mzo. de 2024
Editada: Austin M. Weber
el 10 de Mzo. de 2024
I am attaching a .mat file with some CPC Global Temperature data as an example.
load cpc.mat
% Convert latitude and longitude data into type 'double' (by default CPC
% lat/lon data are of type 'single' which is not valid for plotting on map axes)
lat = double(lat);
lon = double(lon);
% Convert lon from [0 360] to [-180 180]
mask = lon > 180;
lon(mask) = lon(mask) - 360;
% Flip lat from [90 -90] to [-90 90]
lat = flip(lat);
% Rotate tmax and flip so that the dimensions are 360x720 (instead of
% 720x360)
tmax = flipud(tmax');
% Plot
figure(1)
ax=axesm('braun'); % Use whatever map projection you prefer
pcolorm(lat, lon, tmax)
mlabel('on') % Longitude tick labels
plabel('on') % Latitude tick labels
colorbar
tightmap
framem
gridm
To save the data for later:
save('mydata.mat','lat','lon','tmax')
9 comentarios
Austin M. Weber
el 17 de Mzo. de 2024
Yes, the "line" at 0° longitude is actually not a line but rather missing data. This is an artifact of the original CDC data, which has longitude values ranging from 0.25° to 359.75°. The Earth is a sphere, so that means the original dataset did not include the longitude values that wrap back from 359.75° to 0.25°. Therefore, 1° of longitude is missing from the original data.
When we rescaled the longitudes from -180° to 180°, this missing 1° of longitude became centered at the prime meridian. The dataset simply doesn't contain longitude coordinates for that location, but this gap is covered up if you add a grid to the map.
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