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Updated: Jan 17, 2026

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Watershed Planning within a Quantitative Scenario Analysis Framework
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气候变化的双重压力下河流系统的热力学和布水库运营
Hao Chen1, Ling Kang1, Liwei Zhou1
1School of Civil and Hydraulic Engineering, Huazhong University of Science and Technology, 1037 Luyu Road, Wuhan, Hubei, 430010, PR China; Joint International Water Security Research Center, Wuhan, Hubei, 430074, PR China.
Journal of environmental management
|September 21, 2025
概括
气候变化和水库运作显著改变了河流温度,导致气候变暖和气候因素的影响转移. 这项研究为监管河流的监测提供了一个框架.
科学领域:
- 环境科学 环境科学
- 水文学的水文学
- 遥感 遥感 遥感 遥感
背景情况:
- 河流热体制对于水生生态系统和水资源管理至关重要.
- 气候变化和布水库运营对河流温度产生累积影响.
- 了解这些影响对于可持续的水资源和生态系统管理至关重要.
研究的目的:
- 量化气候变化和布水库运营对河流热量制度的影响.
- 在水库调节下识别河流温度气候驱动因素的变化.
- 开发一个可转移的框架来监测受监管的河流系统.
主要方法:
- 在谷歌地球引擎中利用多传感器的Landsat观测 (2000-2024年).
- 使用正弦动态回归重建了每日河流温度.
- 应用物理可解释的指标 (热偏移,振幅减弱,相位延迟) 和贝叶斯优化的CatBoost模型与SHAP进行分析.
主要成果:
- 在金沙河下游观察到平均河流变暖速度为0.12°C/年,夏季峰值为0.23°C/年.
- 量化水库影响:增加热偏移,平滑季节极端和延迟季节阶段.
- SHAP分析表明,空气温度的影响减少,太阳辐射和风的贡献增加.
结论:
- 气候变化和水库调节协同作用,重塑河流热系统.
- 综合方法为细度监测和调节河流的适应性管理提供了一个强大的框架.
- 结果支持全球河流系统可持续水和生态系统管理的知情决策.
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