A Data-Consistent Approach to Ensemble Filtering

Rylan Spence, Troy Butler, Clint Dawson

Ensemble filtering of chaotic, partially observed systems is often performed with ensembles far smaller than the state dimension resulting in empirical covariances that are low ran…