Multiplicative non-Gaussian model error estimation in data assimilation

Sahani Pathiraja, Peter Jan van Leeuwen

Model uncertainty quantification is an essential component of effective data assimilation. Model errors associated with sub-grid scale processes are often represented through stoch…