DOI-USGS / lake-temperature-model-prep

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Switch to debiased GCMs #273

Closed lindsayplatt closed 2 years ago

lindsayplatt commented 2 years ago

David has those available now on THREDDS. Fixes the data but also adds longwave radiation, which will need to be a new variable added to our workflow.

lindsayplatt commented 2 years ago

Now functioning as expected! I forgot to use the correct column for one of my steps, which created some funkiness. So, in Winslow, all the leap years ended on Dec 30 but Feb 29 was included. In our data, I have adjusted it so that no Feb 29ths are included, but all the years end on Dec 31.

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lindsayplatt commented 2 years ago

The final mystery in this issue was solved! We wanted to explore why some variables have NAs and some had NaNs. All the missing data from GDP had NaNs. During the processing step, any column that we did some math on (such as Rain and Snow), ends up converting the NaNs to an NA. That's all there was to it! We are going to keep our fix within the NetCDF creation that converts those NAs back into NaNs for storage purposes.