Abstract Drought stress has significant impacts on the structure and carbon cycling processes of forest ecosystems. Forest height (H), as a key vegetation structural parameter, plays a crucial yet poorly understood role linking vegetation responses to drought stress. This study, utilizing multi-source remote sensing datasets and forest dynamic monitoring across China, combined with the Standardized Precipitation Evapotranspiration Index (SPEI), systematically investigated the structure–function