A framework for the assessment of reservoir operation adaptation to climate change in an arid region

被引:5
|
作者
Banihabib, Mohammad Ebrahim [1 ]
Hasani, Khadijeh [1 ]
Bavani, Ali Reza Massah [1 ]
Asgari, Kamran [2 ]
机构
[1] Univ Tehran, Univ Coll Abureyhan, Dept Irrigat & Drainage Engn, POB 3391653755, Tehran, Iran
[2] Islamic Azad Univ, Khorasgan Isfahan Branch, Young Researchers & Elite Club, Esfahan, Iran
关键词
arid region; artificial neural network; ANN; climate change; adaptation; downscaling; global warming; IHACRES; rainfall-runoff model; rule curve; reservoir operation; water supply index; HYDROLOGIC IMPACTS; WATER-RESOURCES; RIVER-BASIN; LARS-WG; MODEL; PRECIPITATION; PERFORMANCE; SIMULATION;
D O I
10.1504/IJGW.2016.075446
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
It is essential to assess the adaptation of reservoir operation to climate change in arid regions. The main objective of this research is to propose a framework for assessment of reservoir rule-curve (RRC) adaptation for climate change scenarios. The framework is applied to an arid zone in Iran and consists of the three models: downscaling, rainfall-runoff and reservoir optimisation models. LARS-WG is tested in 99% confidence level before to using it as downscaling model. Seven artificial neural network models are proposed, examined and compared with IHACRES to find proper rainfall-runoff model for arid zone. Current and adapted reservoir rule curves are derived by dynamic programming optimisation. The results demonstrate capability of proposed framework in assessment of adaptation and show that global warming negatively influences proposed index (water supply index) in normal and wet years, but has positive influence for dry years. It also improves reservoir reliability, but it cannot restore current reliability.
引用
收藏
页码:286 / 305
页数:20
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