A multi-model ensemble Kalman filter for data assimilation and forecasting

Eviatar Bach, Michael Ghil

Data assimilation (DA) aims to optimally combine model forecasts and observations that are both partial and noisy. Multi-model DA generalizes the variational or Bayesian formulatio…