Soil moisture prediction with the ensemble Kalman filter: Handling uncertainty of soil hydraulic parameters

•Soil hydraulic parameters are often uncertain and unidentifiable.•Different ways of handling parameter uncertainty in the EnKF are compared regarding soil moisture predictions.•Performing joint updates of parameters and states is the best method to account for parameter uncertainty. For predicting...

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