Intensified drought significantly shifts the structure and function of the ecosystem, driving asynchronous changes between them. However, understanding the relationship between terrestrial ecosystem responses to drought and vegetation growth remains a persistent challenge due to limited direct observations. Here, we used gross primary productivity as a proxy for carbon sink, the normalized difference vegetation index for canopy structure, and the standardized ecological water shortage index to disclose this relationship across 24 ecological-climatic regions and 6 vegetation types. Integrating climate, vegetation, soil, and topography factors, the ecological-climatic regions were classified using Fuzzy C-Means method combined with the ant colony algorithm. The results indicated that 55.7 % of the vegetated areas in the Yangtze River Basin (YRB) have experienced inconsistent vegetation growth in canopy structure and the ecosystem carbon sink. More than 66 % of vegetated areas displayed short-term (≤3 months) responses to ecological drought. Notably, forest ecosystems showed much longer lagged responses, with mean NDVI lag time exceeding 7 months in significantly decreasing regions. The ecosystem carbon sink is more sensitive to ecological drought than canopy structure. Grassland is the most sensitive vegetation type in the YRB, and forests express the most pronounced ecological drought impacts. Generally, vegetation in arid regions is more sensitive to ecological drought than in humid areas. Ecosystem carbon sink in areas of increased growth shows greater sensitivity to ecological drought than in areas of decreased growth. Furthermore, across 9 vegetation growth pattens between ecosystem carbon sink and canopy structure, the sensitivity of ecosystem carbon sink and canopy structure to ecological drought also varies distinctly. The lowest sensitivity of vegetation to ecological drought was observed when ecosystem carbon sink declined, and canopy structure increased within the YRB.
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