Yiru Pan, Yi Zhao, Shang Tian, Yichu Wang, Li Yuan, Dongfeng Li
Abstract Riverine dissolved organic carbon (DOC) plays a vital role in the global carbon cycle, but its spatiotemporal dynamics and controlling mechanisms in alpine permafrost regions remain unclear. Here, by integrating a comprehensive in situ DOC data set, multi‐source environmental variables, and machine learning approaches, we reconstruct the riverine DOC concentration ( C DOC ) and flux ( F DOC ) at five headwater rivers on the eastern Tibetan Plateau (TP) from 2000 to 2024 and investigate their spatiotemporal patterns. Results show that the mean C DOC across the five rivers is 3.27 ± 0.96 mg/L but remains highly heterogeneous, with higher values observed in the permafrost‐dominated headwaters of the Yellow (4.31 ± 0.78 mg/L) and Yangtze Rivers (3.39 ± 0.86 mg/L). The permafrost coverage, soil organic carbon content, and vegetation type shape this spatial pattern. The southeastern rivers (Mekong and Salween Rivers) exhibit declining C DOC over the past 25 years, primarily driven by soil moisture reduction under climate warming. In contrast, significant C DOC increases are detected in Yellow (+0.073 mg L −1 decade −1 ) and Yangtze headwaters (+0.029 mg L −1 decade −1 ), due to the enhanced vegetation conditions associated with climate warming and permafrost thaw. Total F DOC at the outlets of major rivers increases markedly, reaching approximately 1.37 Tg yr −1 in response to the rising river discharge. This study presents the spatiotemporal dynamics of DOC across TP rivers, elucidates the underlying mechanisms, and provides a basis for land‐river carbon transfer and regional carbon budget assessments in high‐elevation permafrost environments.