What the collapse of the ensemble Kalman filter tells us about particle filters

Matthias Morzfeld, Daniel Hodyss, Chris Snyder

The ensemble Kalman filter (EnKF) is a reliable data assimilation tool for high-dimensional meteorological problems. On the other hand, the EnKF can be interpreted as a particle fi…