Siyuan Tian

TL;DR: In this paper, the authors assimilated a state-of-the-art terrestrial water storage product derived from Gravity Recovery and Climate Experiment (GRACE) satellite observations into NASA's Catchment land surface model (CLSM) at the global scale, with the goal of generating groundwater storage time series that are useful for drought monitoring and other applications.

TL;DR: In this article, the Ensemble Kalman Smoother (EKS) model was used to assimilate satellite water storage and soil moisture data into a water balance model for the Australian continent.

TL;DR: In this article, the impact of high revisit cycle and full polarimetric acquisitions on biomass retrieval was investigated by means of backscatter-based multi-temporal methods using both parametric and non-parametric models.

TL;DR: The scattered coupling interaction analysis and decoupling algorithms are collected and divided into different categories with their characteristics, application domains and informative comments for selection in order to benefit researchers and engineers with different academic backgrounds.

TL;DR: This study assimilates GRACE data into the PCRaster Global Water Balance model and reveals that PCR-GLOBWB and CABLE provide a more accurate ΔGWS estimate in Australia while PCR-PLWB and WGHM are more accurate in the NCP (subject to the inclusion of anthropogenic factors).