Surface descriptors cut 2 m temperature and 10 m wind MAE by 1.9% and 3.0% domain-wide (about 12% for urban temperature) in a stretched-grid data-driven weather model, and glacier removal raises temperature without retraining.
The interactions between soil–biosphere–atmosphere land surface model with a multi-energy balance (
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Enhancing a high resolution data-driven weather prediction model with surface descriptors
Surface descriptors cut 2 m temperature and 10 m wind MAE by 1.9% and 3.0% domain-wide (about 12% for urban temperature) in a stretched-grid data-driven weather model, and glacier removal raises temperature without retraining.