A Stochastic Covariance Shrinkage Approach in Ensemble Transform Kalman Filtering

Andrey A Popov, Adrian Sandu, Elias D. Nino-Ruiz +1

The Ensemble Kalman Filters (EnKF) employ a Monte-Carlo approach to represent covariance information, and are affected by sampling errors in operational settings where the number o…