未来气候变化下长江流域径流变化趋势预估研究

Runoff trend in Yangtze River Basin under future climate change

  • 摘要: 气候变化对水文过程和水资源时空分布特征已产生重要影响,预估未来径流变化趋势对流域水资源可持续开发利用具有重要的科学意义。本研究利用RCCC-WBM水量平衡模型,构建了覆盖长江全流域14个子单元的径流模拟模型,结合第六次国际耦合模式比较计划(CMIP6)的19种气候模式集合平均数据,预估分析了低辐射强迫路径(SSP1-2.6)、中等辐射强迫路径(SSP2-4.5)、中高辐射强迫路径(SSP3-7.0)和高辐射强迫路径(SSP5-8.5)4种情景下长江流域在2015—2100年的径流时空演变特征。结果表明:(1)在各情景下,未来长江流域气温、降水均呈现显著上升趋势;(2)RCCC-WBM模型能较好地模拟长江流域径流过程,在率定期和验证期,整个长江流域总径流模拟的纳什效率系数(NSE)超过0.9;(3)在各情景下,长江流域未来年径流呈现显著上升趋势,相较于基准期1995—2014年,2035水平年、2050水平年和2080水平年,分别增加2.4%~9.6%、3.9%~13.5%和11.1%~16.6%;(4)年内各时期径流也呈现显著上升趋势,其中夏季对于全年的径流增加贡献最大,空间上呈现自长江干流上游向下游增量逐渐减少,两湖流域的径流量增量最少的分布特征。研究结果可为长江流域气候变化、水资源战略规划和可持续利用、防灾减灾策略制定等提供科学参考。

     

    Abstract: Climate change has profoundly altered hydrological processes and the spatiotemporal distribution of water resources at both regional and global scales. The Yangtze River Basin, as the largest river basin in China, is particularly sensitive to climate-driven changes in precipitation patterns, temperature regimes, and evapotranspiration dynamics. Accurately projecting future runoff trends within the basin therefore carries significant scientific value for the sustainable development and rational allocation of regional water resources, as well as for informing long-term water security strategies and disaster risk management policies. This study employs the RCCC-WBM (Research Center for Climate Change - Water Balance Model) to construct a spatially distributed runoff simulation framework encompassing 14 sub-units across the entire Yangtze River Basin, capturing the pronounced spatial heterogeneity in climate, topography, and hydrological response characteristics across the basin. The model was rigorously calibrated and validated against long-term observed streamflow records, with the Nash–Sutcliffe Efficiency (NSE) coefficient exceeding 0.9 for total basin-wide runoff simulation during both the calibration and validation periods, confirming the model's high reliability and strong capability to reproduce observed runoff dynamics. To drive future runoff simulations, the study incorporates ensemble-mean climate forcing data from 19 General Circulation Models (GCMs) participating in the sixth phase of the Coupled Model Intercomparison Project (CMIP6). Four Shared Socioeconomic Pathway (SSP) scenarios were selected to represent a broad range of plausible future greenhouse gas emission trajectories: the low radiative forcing pathway (SSP1-2.6), the intermediate radiative forcing pathway (SSP2-4.5), the medium-to-high radiative forcing pathway (SSP3-7.0), and the high radiative forcing pathway (SSP5-8.5). Together, these scenarios provide a robust multi-scenario framework for assessing the sensitivity of basin hydrology to varying levels of anthropogenic climate forcing over the projection period from 2015 to 2100. The study yields four principal findings. (1) Under all four SSP scenarios, both mean annual temperature and total annual precipitation across the Yangtze River Basin exhibit statistically significant upward trends throughout the 21st century. The magnitude of warming and precipitation increase scales consistently with the level of radiative forcing, indicating a warmer and wetter future for the basin with important implications for runoff generation, flood frequency, and water availability. (2) The RCCC-WBM model demonstrated robust performance in simulating the hydrological regime of the Yangtze River Basin. NSE values exceeding 0.9 during both the calibration and validation periods confirm a high level of simulation accuracy, lending strong confidence to the reliability of subsequent future projections. (3) Future annual runoff across the Yangtze River Basin is projected to increase significantly under all four scenarios relative to the baseline reference period of 1995–2014. Mean annual runoff is projected to increase by approximately 2.4% to 9.6% by the 2035 horizon year, 3.9% to 13.5% by the 2050 horizon year, and 11.1% to 16.6% by the 2080 horizon year. The progressively widening inter-scenario range toward the end of the century reflects growing divergence between low- and high-emission futures, highlighting that the extent of future runoff increase is critically dependent on global emission trajectories. (4) Intra-annual runoff across all seasons also exhibits significant increasing trends, with summer contributing most substantially to the total annual runoff increase, likely driven by intensified monsoon precipitation and accelerated glacial melt under warming conditions. Spatially, projected runoff increments display a downstream-decreasing gradient along the mainstream Yangtze River, with the upper reaches experiencing the largest absolute increases. The Two Lakes Basin—encompassing the Dongting Lake and Poyang Lake sub-basins—exhibits the smallest projected runoff increments among all sub-units, suggesting that future hydrological benefits may be unevenly distributed across the basin. The findings of this study provide important scientific evidence for climate change impact assessment, long-term water resource strategic planning, integrated flood and drought risk management, and the formulation of adaptive disaster prevention strategies in the Yangtze River Basin, contributing to evidence-based water governance under an increasingly uncertain climate future.

     

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