A gaussian process-based iterative Ensemble Kalman Filter for parameter estimation of unsaturated flow
Kun Liu, Guanhua Huang, Zheng Jiang, Xu Xu, Yunwu Xiong, Quanzhong Huang, Jiřı́ Šimůnek
Topics & Concepts
Kalman filterEstimation theoryPressure headWater flowEnsemble Kalman filterSurrogate modelGaussianHydraulic headComputer scienceMathematicsExtended Kalman filterMathematical optimizationAlgorithmEnvironmental scienceStatisticsSoil scienceGeologyGeotechnical engineeringEngineeringQuantum mechanicsPhysicsMechanical engineeringSoil and Unsaturated FlowHydrology and Watershed Management StudiesSoil Moisture and Remote Sensing