Online machine-learning forecast uncertainty estimation for sequential data assimilation

Maximiliano A. Sacco, Manuel Pulido, Juan J. Ruiz +1

Quantifying forecast uncertainty is a key aspect of state-of-the-art numerical weather prediction and data assimilation systems. Ensemble-based data assimilation systems incorporat…