On the assimilation set-up of ASCAT soil moisture data for improving streamflow catchment simulation

A New Approach to Linear Filtering and Prediction Problems

R. E. Kalman · Journal of Basic Engineering · 1960 · 30.4K citations

Nonlinear Filtering, Engineering, Stochastic Analysis +17

River flow forecasting through conceptual models part I — A discussion of principles

J.E. Nash, J. V. Sutcliffe · Journal of Hydrology · 1970 · 23.6K citations

Hydrological Prediction, River Basin Management, Engineering +9

Novel approach to nonlinear/non-Gaussian Bayesian state estimation

Neil Gordon, David Salmond, A. F. M. Smith · IEE Proceedings F Radar and Signal Processing · 1993 · 7.5K citations

State Estimation, Adaptive Filter, Statistical Signal Processing +11

Sequential data assimilation with a nonlinear quasi‐geostrophic model using Monte Carlo methods to forecast error statistics

Geir Evensen · Journal of Geophysical Research Atmospheres · 1994 · 5.4K citations · Full text

Engineering, Coastal Modeling, Climate Modeling +18

The Ensemble Kalman Filter: theoretical formulation and practical implementation

Geir Evensen · Ocean Dynamics · 2003 · 4.4K citations

State Estimation, Engineering, Filtering Technique +4