Ensemble-based methods

These methods are based on the idea that the forecast error covariances can be estimated from an ensemble of forecasts. A popular ensemble-based data assimilation technique is the ensemble Kalman filter (EnKF), which can also be formulated in a square-root form.


Improving predictions of hazardous weather S. Migliorini, R. Bannister, M. Dixon
Large ensemble S. Migliorini, R. Bannister


Localization in the EnKF

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