A Nonlinear Model for Evaluating Dynamic Resilience of Water Supply Hydropower Generation-Environment Conservation Nexus System

被引:2
作者
Wu, Zhenhui [1 ]
Liu, Dedi [1 ,2 ,3 ]
Mei, Yadong [1 ]
Guo, Shenglian [1 ]
Xiong, Lihua [1 ]
Liu, Pan [1 ]
Chen, Jie [1 ]
Yin, Jiabo [1 ,2 ]
Zeng, Yujie [1 ]
机构
[1] Wuhan Univ, State Key Lab Water Resources Engn & Management, Wuhan, Peoples R China
[2] Wuhan Univ, Hubei Prov Key Lab Water Syst Sci Sponge City Cons, Wuhan, Peoples R China
[3] Univ Western Cape, Dept Earth Sci, Bellville, South Africa
基金
中国国家自然科学基金;
关键词
WHE nexus; dynamic resilience; Volterra model; nonlinear relationship; VOLTERRA MODEL; IDENTIFICATION; RELIABILITY; CATCHMENT; RESERVOIR; SAVANNA; REGION;
D O I
10.1029/2023WR034922
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Undesirable disturbances (e.g., extraordinary drought) are prone to cause cascading failures of water supply-hydropower generation-environment conservation (WHE) nexus system. Simulating a dynamic resilience of the nexus system can provide opportunities for pre-disturbance effective prevention and post-disturbance recovery from the cascading failures. Previous dynamic resilience simulating is often based on the linear assumption which is not applicable for the WHE nexus system that involves nonlinear processes. To improve simulation accuracy of the dynamic resilience of the WHE nexus system, a novel nonlinear dynamic resilience model that incorporates both a WHE nexus model and a second-order Volterra (SOV) model is proposed. The WHE nexus model simulates amount of impact propagated by an original disturbance event on each subsystem, while the SOV model captures nonlinear relationship between the amount of impact and a corresponding dynamic resilience. The proposed model was applied to the Liuchong River Basin, China, under different dry year scenarios. The results show that the dynamic resilience simulated through the SOV model performs better than that through a first-order Volterra model which is suitable for a linear system, with Nash-Sutcliffe efficiencies of water supply, hydropower generation, and environment conservation subsystems increasing by 36.8%, 70.9%, and 17% respectively. Among the WHE nexus system, the water supply subsystem is found to be the least resilient. Moreover, the proposed nonlinear model is more suitable for simulating and predicting dynamic resilience when a severer water resources drought occurs. The proposed model helps to guide resilience management of water resource system by combining nexus and resilience thinking.
引用
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页数:27
相关论文
共 83 条
[1]   Quantitative assessment of resilience of a water supply system under rainfall reduction due to climate change [J].
Amarasinghe, Pradeep ;
Liu, An ;
Egodawatta, Prasanna ;
Barnes, Paul ;
McGree, James ;
Goonetilleke, Ashantha .
JOURNAL OF HYDROLOGY, 2016, 540 :1043-1052
[2]   Resilience analysis of the nexus across water supply, power generation and environmental systems from a stochastic perspective [J].
An, Rihui ;
Liu, Pan ;
Feng, Maoyuan ;
Cheng, Lei ;
Yao, Minglei ;
Wang, Yibo ;
Li, Xiao .
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2021, 289
[3]   Performance evaluation of a water resources system under varying climatic conditions: Reliability, Resilience, Vulnerability and beyond [J].
Asefa, Tirusew ;
Clayton, John ;
Adams, Alison ;
Anderson, Damann .
JOURNAL OF HYDROLOGY, 2014, 508 :53-65
[4]   Water Security: Research Challenges and Opportunities [J].
Bakker, Karen .
SCIENCE, 2012, 337 (6097) :914-915
[5]   From Resistance to Transformation: A Generic Metric of Resilience Through Viability [J].
Bene, Christophe ;
Doyen, Luc .
EARTHS FUTURE, 2018, 6 (07) :979-996
[6]   Climate, ecosystems, and planetary futures: The challenge to predict life in Earth system models [J].
Bonan, Gordon B. ;
Doney, Scott C. .
SCIENCE, 2018, 359 (6375) :533-+
[7]   FADING MEMORY AND THE PROBLEM OF APPROXIMATING NONLINEAR OPERATORS WITH VOLTERRA SERIES [J].
BOYD, S ;
CHUA, LO .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, 1985, 32 (11) :1150-1161
[8]   Understanding and managing the food-energy-water nexus - opportunities for water resources research [J].
Cai, Ximing ;
Wallington, Kevin ;
Shafiee-Jood, Majid ;
Marston, Landon .
ADVANCES IN WATER RESOURCES, 2018, 111 :259-273
[9]   From metaphor to measurement: Resilience of what to what? [J].
Carpenter, S ;
Walker, B ;
Anderies, JM ;
Abel, N .
ECOSYSTEMS, 2001, 4 (08) :765-781
[10]  
Carpenter SR, 2008, ECOL SOC, V13