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@btickell you actually got further along with downloading data from that link than I did. I tried your code on my computer and have the same issues with you. It's a very large file which may have some part in the issue??? The data I downloaded for GEOS (with the script in #18) were daily data, but I had to figure out which days were actually the initialized days because all the other files were filled with np.nan. It appears that you have the entire time series because with GMAO GEOS-5, there were only 1239 initialized days. Your current script has creates 6456 days (which may be unrealistic for CFSv2).
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