Sampling error mitigation through spectrum smoothing: first experiments with ensemble transform Kalman filters and Lorenz models

Bosu Choi, Yoonsang Lee

In data assimilation, an ensemble provides a way to propagate the probability density of a system described by a nonlinear prediction model. Although a large ensemble size is requi…