clessig / atmorep

AtmoRep model code
MIT License
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[FEATURE] Support dataloader for limited-area datasets #60

Closed mlangguth89 closed 2 weeks ago

mlangguth89 commented 2 weeks ago

Note: The subsequent description is preliminary and will be revised shortly.

Is your feature request related to a problem? Please describe. Especially for downstream applications such as downscaling, data from non-global datasets (e.g. sliced IMERG-data, CERRA-reanalysis) must be inputted during training. However, the current dataloader as well as the conversion-script are designed for global ERA5-data and are not directly applicable to limited-area datasets. So, the corresponding scripts must become more generic or must at least revised to support IMERG-data for the precipitation downscaling application.

Describe the solution you'd like

Describe alternatives you've considered None

Additional context None