A Robust Ensemble-based Data Assimilation Method using Shrinkage Estimator and Adaptive Inflation

This work proposes a robust and non-gaussian version of the shrinkage-based EnKF implementation, the EnKF-KA. The proposed method is based in the robust H filter and in its ensemble time-local vers...