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A Sparse Matrix Formulation of Model-Based Ensemble Kalman Filter
Summary The ensemble Kalman filter (EnKF) introduced in Evensen (1994) has been used successfully in many applications to do data assimilation in state-space models. EnKF represents the knowledge about the latent process in the state-space model through a set of realizations. The filter alternates between a prediction step and an …