Learning Data-driven Surrogate and Correction Models for Satellite Observations in Numerical Weather Prediction

Gian Luca Buono, Stefanie Hollborn, Roland Potthast +2

Satellite observations play a critical role in numerical weather prediction where they are assimilated through an observation operator that maps model states to radiances. In the t…