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Simultaneous estimation of land surface scheme states and parameters using the ensemble Kalman filter: identical twin experiments
The performance of the ensemble Kalman filter (EnKF) in soil moisture assimilation applications is investigated in the context of simultaneous state-parameter estimation in the presence of uncertainties from model parameters, soil moisture initial condition and atmospheric forcing. A physically base...
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| Published in: | Hydrology and Earth System Sciences |
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| Main Authors: | , , |
| Format: | Article |
| Published: |
Copernicus Publications
2011-08-01
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| Online Access: | http://www.hydrol-earth-syst-sci.net/15/2437/2011/hess-15-2437-2011.pdf |
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