Minor Improvements 0 #151
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Minor Improvements 0 #151
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dallasfoster
approved these changes
Nov 13, 2024
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Earth2Studio Pull Request
Description
This commits adds multiple small enhancements:
it adds the 2m dew point temperature as 'd2m' to the lexica of arco, base, cds, gefs, gfs, ifs and wb2. In some SFNO checkpoints that variable was called 'd2', which is now corrected when initialising the model.
when downloading data from arco users can optionally specify the time after which the download gets cancelled. Before, that time was hard-coded. The hard-coded value is now the default value in case no specific time is passed to the data source function.
when writing a data source output to file using the function from utils.py, the user can now define of which type the data shall be.
for ensemble scores, a routine was added computing the mse and the variance of the forecasts. These can be averaged over multiple forecasts for computing a skill-spread ratio over all forecasts. That was not possible with the original skill-spread ratio.
a new data loader was added, which accesses xarray-data-array stored in monthly files located in yearly directories. A test for this loader has been added as well
Checklist
Dependencies