Renzullo, Luigi J; Van Dijk, Albert; Perraud, J-M; Collins, D; Henderson, B.; Jin, H.; Smith, A.B.; McJannet, Dave
A framework was developed for the continental assimilation of satellite soil moisture (SM) into an operational water balance modelling system. The ensemble Kalman filter (EnKF) was implemented to assimilate AMSR-E and ASCAT-derived SM products into the landscape model of the Australian Water Resources Assessment system (AWRA-L) and generate ensembles of daily top-layer and shallow root-zone soil moisture analyses for the continent at 0.05° resolution. We evaluated the AWRA-L SM estimates with...[Show more]
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