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The optimal estimation of soil moisture, soil temperature, and surface turbulent fluxes in irrigation fields is restricted by a lack of accurate irrigation information. To resolve the input uncertainty from imprecise irrigation quantity, an improved data assimilation scheme that is EnKS (Ensemble Kalman Smoother) implemented with inflation and localization (referred to as ESIL) is proposed to estimate...
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