Ensemble Kalman Filter Implementations Based on Covariance Matrix Estimation

Elias D. Nino-Ruiz, Adrian Sandu

This paper develops efficient ensemble Kalman filter (EnKF) implementations based on shrinkage covariance estimation. The forecast ensemble members at each step are used to estimat…