Physically Consistent Global Atmospheric Data Assimilation with Machine Learning in Latent Space

Hang Fan, Lei Bai, Ben Fei +6

Data assimilation (DA) integrates observations with model forecasts to produce optimized atmospheric states, whose physical consistency is critical for stable weather forecasting a…