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ECMWFCode4Earth / ml_drought

Machine learning to better predict and understand drought. Moving github.com/ml-clim
https://ml-clim.github.io/drought-prediction/
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Allow models to see latitude and longitude of target pixels #70

Closed gabrieltseng closed 5 years ago

gabrieltseng commented 5 years ago

As described - this passes the latitude and longitudes to the models.

They are normalized by their max (i.e. norm_lat = lat / 90). This means that for Kenya, the maximum is small, but this will allow us to easily adapt to any use case.

gabrieltseng commented 5 years ago

Yes - hopefully we shouldn't add any (too many) more variables in this way. If we do, we might need to revisit how we do things because it may become unsustainable.