I work with climate models from CMIP6 and I have to interpolate/re-grid them. The problem is that the data are unstructured in the shape of: msftmz(time, basin, latitude, level). I was able to interpolate the level (depth) using CDO, however for the latitude this way is not possible. I have also tried to work with scipy and CDK.Tree from scipy but it also did not work.
I have a specific model (target), which has regular latitude values, and I need to find a way to make all other models (sources) have the same latitude values. Could someone help me with an idea/advice on how I can accomplish this complicated regridding task?
Thanks!
The screenshot contains information about one of the models.