Particle filters for high-dimensional geoscience applications: a review

Peter Jan van Leeuwen, Hans R. Künsch, Lars Nerger +2

Particle filters contain the promise of fully nonlinear data assimilation. They have been applied in numerous science areas, but their application to the geosciences has been limit…