A New Localized Particle Filter Based on Gaussian Process Regression for High Non-linear Observation Operators in data assimilation

Zhenwu Wang, Rolf Hut and Nick Van De Giesen, Delft University of Technology, Faculty of Civil Engineering and Geosciences, Delft, Netherlands