A local ensemble transform Kalman particle filter for convective scale data assimilation

Sylvain Robert, Daniel Leuenberger, Hans R. Künsch

Ensemble data assimilation methods such as the Ensemble Kalman Filter (EnKF) are a key component of probabilistic weather forecasting. They represent the uncertainty in the initial…