Terrestrial water storage (TWS), as the summation of all water on the land surface and in the subsurface, plays a key role in the global water cycle. Accurate estimates of TWS change are not only crucial for understanding global and local water cycle processes, but also helpful for developing effective water management strategies (e.g., aiming at drought and flood events).Hydrologic observations usually focus on each single TWS component, such as soil moisture (SM), groundwater, snow, ice, water stored in the vegetation, rivers and lakes. However, few hydrologic observing networks yield sufficient components for comprehensive monitoring of changes in the total amount of TWS in a region (Maggioni & Massari, 2019). The Gravity Recovery and Climate Experiment (GRACE; 2002-2017) mission and its successor GRACE Follow-On (GFO; 2018-present) mission, which provide direct observations of global mass change, have helped to fill this gap and have been a unique way to estimate TWS changes from global to basin scale (Landerer et al., 2020;Tapley et al., 2019).The most widely used GRACE/GFO (noted as GRACE hereafter, unless GFO is specifically used) products for hydrologic research are GRACE level-2 spherical harmonic coefficients (SHCs) and level-3 global gridded solutions. Among the GRACE level-3 products, the mascon solutions (e.g.,