The data assimilation of remotely sensed soil moisture observations provides a feasible path improving river flow simulation. In this work, we studied the performance error subspace transform Kalman filter (ESTKF) algorithm on from SMAP, including improvement and in hydrological model. Additionally, discussed advantages added value ESTKF compared to ensemble (EnKF) To achieve objective, solved ...