Soil moisture (SM), as the fundamental water source for vegetation (Miguez-Macho & Fan, 2021), dominates the ecosystem productivity (L. Liu, Gudmundsson, et al., 2020) and regulates terrestrial carbon uptake variability through land-atmosphere interactions (Humphrey et al., 2021). Among all interactions between SM and environmental factors, SM-temperature couplings significantly impact near-surface climates (Seneviratne et al., 2006). An increase in temperature might enhance evaporative demand and thereby promote evapotranspiration, leading to lower SM availability. In turn, drying soil conditions can further increase temperature by growing sensible heat flux, which is particularly responsible for temperature extremes such as heat waves (Seneviratne et al., 2010). Therefore, understanding the SM variations and their coupling strength with temperature is of vital importance for ecosystem and agriculture productivity and climate forecasting.Recently, two centuries-to-millennium summer SM series in dry inner Asia and southwest America was reconstructed by tree-ring width, and both studies suggest that the plunging SM in the past two decades was largely attributed to soaring temperature (Williams et al., 2020;Zhang et al., 2020) and enhanced by land-atmosphere interactions (Zhang et al., 2020). A hotter-drier regime seemed to be established in dry areas (Overpeck & Udall, 2020;Zhang et al., 2020). Although stronger SM-temperature couplings in dry regions than humid ones are commonly expected, SM also played an important role in temperature extremes in humid regions, such as the heatwave of 2003 in western Europe (WE) that resulted in tens of thousands of casualties (Miralles et al., 2014). However, to what extent the long-term SM variation has coupled with temperature over the past time in humid