A Bayesian consistent dual ensemble Kalman filter for state-parameter estimation in subsurface hydrology

Ensemble Kalman filtering (EnKF) is an efficient approach to addressing uncertainties in subsurface groundwater models. The EnKF sequentially integrates field data into simulation models to obtain a better characterization of the model's state and parameters. These are generally estimated follo...

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Bibliographic Details
Main Authors: B. Ait-El-Fquih, M. El Gharamti, I. Hoteit
Format: Article
Language:English
Published: Copernicus Publications 2016-08-01
Series:Hydrology and Earth System Sciences
Online Access:http://www.hydrol-earth-syst-sci.net/20/3289/2016/hess-20-3289-2016.pdf