Downscaling weather forecasts from Low- to High-Resolution with Diffusion Models

Joffrey Dumont Le Brazidec, Simon Lang, Martin Leutbecher +9

We introduce a probabilistic diffusion-based method for global atmospheric downscaling implemented within the Anemoi framework. The approach transforms low-resolution ensemble fore…