Resilience analysis of the nexus across water supply, power generation and environmental systems from a stochastic perspective
被引:10
作者:
An, Rihui
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机构:
Wuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Peoples R China
Wuhan Univ, Res Inst Water Secur RIWS, Wuhan 430072, Peoples R China
Wuhan Univ, Hubei Prov Key Lab Water Syst Sci Sponge City Con, Wuhan 430072, Peoples R ChinaWuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Peoples R China
An, Rihui
[1
,2
,3
]
Liu, Pan
论文数: 0引用数: 0
h-index: 0
机构:
Wuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Peoples R China
Wuhan Univ, Res Inst Water Secur RIWS, Wuhan 430072, Peoples R China
Wuhan Univ, Hubei Prov Key Lab Water Syst Sci Sponge City Con, Wuhan 430072, Peoples R ChinaWuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Peoples R China
Liu, Pan
[1
,2
,3
]
Feng, Maoyuan
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h-index: 0
机构:
Peking Univ, Coll Urban & Environm Sci, Beijing 100871, Peoples R ChinaWuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Peoples R China
Feng, Maoyuan
[4
]
Cheng, Lei
论文数: 0引用数: 0
h-index: 0
机构:
Wuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Peoples R China
Wuhan Univ, Res Inst Water Secur RIWS, Wuhan 430072, Peoples R China
Wuhan Univ, Hubei Prov Key Lab Water Syst Sci Sponge City Con, Wuhan 430072, Peoples R ChinaWuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Peoples R China
Cheng, Lei
[1
,2
,3
]
Yao, Minglei
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h-index: 0
机构:
Wuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Peoples R ChinaWuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Peoples R China
Yao, Minglei
[1
]
Wang, Yibo
论文数: 0引用数: 0
h-index: 0
机构:
Wuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Peoples R China
Wuhan Univ, Res Inst Water Secur RIWS, Wuhan 430072, Peoples R China
Wuhan Univ, Hubei Prov Key Lab Water Syst Sci Sponge City Con, Wuhan 430072, Peoples R ChinaWuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Peoples R China
Wang, Yibo
[1
,2
,3
]
Li, Xiao
论文数: 0引用数: 0
h-index: 0
机构:
Wuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Peoples R China
Wuhan Univ, Res Inst Water Secur RIWS, Wuhan 430072, Peoples R China
Wuhan Univ, Hubei Prov Key Lab Water Syst Sci Sponge City Con, Wuhan 430072, Peoples R ChinaWuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Peoples R China
Li, Xiao
[1
,2
,3
]
机构:
[1] Wuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Peoples R China
[2] Wuhan Univ, Res Inst Water Secur RIWS, Wuhan 430072, Peoples R China
[3] Wuhan Univ, Hubei Prov Key Lab Water Syst Sci Sponge City Con, Wuhan 430072, Peoples R China
[4] Peking Univ, Coll Urban & Environm Sci, Beijing 100871, Peoples R China
WPE nexus;
Monte Carlo simulation;
Stationary probability distribution function;
Resilience measures;
SOCIO-HYDROLOGY;
RIVER-BASIN;
SIMULATION;
LANDSCAPE;
STABILITY;
SCIENCE;
D O I:
10.1016/j.jenvman.2021.112513
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
Effects of external disturbances such as the population change on dynamics of water supply, power generation and environmental (WPE) systems have seldom been investigated. Following the WPE nexus profiled in the study of Feng et al. (2016), this study incorporated stochasticity of population, water supply and power generation into the modeling of the dynamical system in the Hehuang region of China, and further quantified resilience measures to understand the system?s ability to withstand stochastic disturbances. First, the stochastic differential equations were used to improve the simulation of stochasticity in the WPE nexus. Next, the transient probability distribution functions (pdfs) of system variables, obtained by Monte Carlo simulation, were used to describe the evolutionary process of the system. Finally, the stationary pdfs of variables which reflect stable states of the system were derived to calculate four resilience measures. It is shown that: (1) The system approached a stable state after Year 2400 by calculating the L2 norm of the difference between transient and stationary pdfs. (2) The environmental system was identified as the most vulnerable subsystem because of its long convergence time. (3) The water supply system did not change greatly and it would remain stable at its current low level, i.e., water consumption per capita would be less than 80m3. The method adopted in this study is conducive to avoiding risk and the results provide valuable insights for regional management of a WPE nexus.
机构:
IHE Delft Inst Water Educ, Integrated Water Syst & Governance Dept, POB 3015, NL-2601 DA Delft, NetherlandsIHE Delft Inst Water Educ, Integrated Water Syst & Governance Dept, POB 3015, NL-2601 DA Delft, Netherlands
Bakhshianlamouki, Elham
Masia, Sara
论文数: 0引用数: 0
h-index: 0
机构:
IHE Delft Inst Water Educ, Integrated Water Syst & Governance Dept, POB 3015, NL-2601 DA Delft, NetherlandsIHE Delft Inst Water Educ, Integrated Water Syst & Governance Dept, POB 3015, NL-2601 DA Delft, Netherlands
机构:
Univ Illinois, Dept Civil & Environm Engn, Ven Te Chow Hydrosyst Lab, Urbana, IL 61801 USAUniv Illinois, Dept Civil & Environm Engn, Ven Te Chow Hydrosyst Lab, Urbana, IL 61801 USA
Cai, Ximing
Wallington, Kevin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Dept Civil & Environm Engn, Ven Te Chow Hydrosyst Lab, Urbana, IL 61801 USAUniv Illinois, Dept Civil & Environm Engn, Ven Te Chow Hydrosyst Lab, Urbana, IL 61801 USA
Wallington, Kevin
Shafiee-Jood, Majid
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Dept Civil & Environm Engn, Ven Te Chow Hydrosyst Lab, Urbana, IL 61801 USAUniv Illinois, Dept Civil & Environm Engn, Ven Te Chow Hydrosyst Lab, Urbana, IL 61801 USA
Shafiee-Jood, Majid
Marston, Landon
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Dept Civil & Environm Engn, Ven Te Chow Hydrosyst Lab, Urbana, IL 61801 USAUniv Illinois, Dept Civil & Environm Engn, Ven Te Chow Hydrosyst Lab, Urbana, IL 61801 USA
机构:
Wuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan, Hubei, Peoples R China
Univ Illinois, Dept Civil & Environm Engn, Ven Te Chow Hydrosyst Lab, Urbana, IL 61820 USA
Hubei Prov Collaborat Innovat Ctr Water Resources, Wuhan, Hubei, Peoples R ChinaWuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan, Hubei, Peoples R China
Feng, Maoyuan
Liu, Pan
论文数: 0引用数: 0
h-index: 0
机构:
Wuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan, Hubei, Peoples R China
Hubei Prov Collaborat Innovat Ctr Water Resources, Wuhan, Hubei, Peoples R ChinaWuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan, Hubei, Peoples R China
Liu, Pan
Cai, Ximing
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Dept Civil & Environm Engn, Ven Te Chow Hydrosyst Lab, Urbana, IL 61820 USAWuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan, Hubei, Peoples R China
Cai, Ximing
Wallington, Kevin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Dept Civil & Environm Engn, Ven Te Chow Hydrosyst Lab, Urbana, IL 61820 USAWuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan, Hubei, Peoples R China
Wallington, Kevin
Shi, Liangsheng
论文数: 0引用数: 0
h-index: 0
机构:
Wuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan, Hubei, Peoples R ChinaWuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan, Hubei, Peoples R China
Shi, Liangsheng
Li, Yu
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h-index: 0
机构:
Dalian Univ Technol, Sch Hydraul Engn, Dalian, Peoples R ChinaWuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan, Hubei, Peoples R China
机构:
Wuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Hubei, Peoples R China
Hubei Prov Collaborat Innovat Ctr Water Resources, Wuhan 430072, Hubei, Peoples R ChinaWuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Hubei, Peoples R China
Feng, Maoyuan
Liu, Pan
论文数: 0引用数: 0
h-index: 0
机构:
Wuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Hubei, Peoples R China
Hubei Prov Collaborat Innovat Ctr Water Resources, Wuhan 430072, Hubei, Peoples R ChinaWuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Hubei, Peoples R China
Liu, Pan
Guo, Shenglian
论文数: 0引用数: 0
h-index: 0
机构:
Wuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Hubei, Peoples R China
Hubei Prov Collaborat Innovat Ctr Water Resources, Wuhan 430072, Hubei, Peoples R ChinaWuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Hubei, Peoples R China
Guo, Shenglian
Yu, David J.
论文数: 0引用数: 0
h-index: 0
机构:
Purdue Univ, Lyles Sch Civil Engn, W Lafayette, IN 47907 USAWuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Hubei, Peoples R China
Yu, David J.
Cheng, Lei
论文数: 0引用数: 0
h-index: 0
机构:
Wuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Hubei, Peoples R China
Hubei Prov Collaborat Innovat Ctr Water Resources, Wuhan 430072, Hubei, Peoples R ChinaWuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Hubei, Peoples R China
Cheng, Lei
Yang, Guang
论文数: 0引用数: 0
h-index: 0
机构:
Wuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Hubei, Peoples R China
Hubei Prov Collaborat Innovat Ctr Water Resources, Wuhan 430072, Hubei, Peoples R ChinaWuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Hubei, Peoples R China
Yang, Guang
Xie, Aili
论文数: 0引用数: 0
h-index: 0
机构:
Wuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Hubei, Peoples R China
Hubei Prov Collaborat Innovat Ctr Water Resources, Wuhan 430072, Hubei, Peoples R ChinaWuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Hubei, Peoples R China
机构:
IHE Delft Inst Water Educ, Integrated Water Syst & Governance Dept, POB 3015, NL-2601 DA Delft, NetherlandsIHE Delft Inst Water Educ, Integrated Water Syst & Governance Dept, POB 3015, NL-2601 DA Delft, Netherlands
Bakhshianlamouki, Elham
Masia, Sara
论文数: 0引用数: 0
h-index: 0
机构:
IHE Delft Inst Water Educ, Integrated Water Syst & Governance Dept, POB 3015, NL-2601 DA Delft, NetherlandsIHE Delft Inst Water Educ, Integrated Water Syst & Governance Dept, POB 3015, NL-2601 DA Delft, Netherlands
机构:
Univ Illinois, Dept Civil & Environm Engn, Ven Te Chow Hydrosyst Lab, Urbana, IL 61801 USAUniv Illinois, Dept Civil & Environm Engn, Ven Te Chow Hydrosyst Lab, Urbana, IL 61801 USA
Cai, Ximing
Wallington, Kevin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Dept Civil & Environm Engn, Ven Te Chow Hydrosyst Lab, Urbana, IL 61801 USAUniv Illinois, Dept Civil & Environm Engn, Ven Te Chow Hydrosyst Lab, Urbana, IL 61801 USA
Wallington, Kevin
Shafiee-Jood, Majid
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Dept Civil & Environm Engn, Ven Te Chow Hydrosyst Lab, Urbana, IL 61801 USAUniv Illinois, Dept Civil & Environm Engn, Ven Te Chow Hydrosyst Lab, Urbana, IL 61801 USA
Shafiee-Jood, Majid
Marston, Landon
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Dept Civil & Environm Engn, Ven Te Chow Hydrosyst Lab, Urbana, IL 61801 USAUniv Illinois, Dept Civil & Environm Engn, Ven Te Chow Hydrosyst Lab, Urbana, IL 61801 USA
机构:
Wuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan, Hubei, Peoples R China
Univ Illinois, Dept Civil & Environm Engn, Ven Te Chow Hydrosyst Lab, Urbana, IL 61820 USA
Hubei Prov Collaborat Innovat Ctr Water Resources, Wuhan, Hubei, Peoples R ChinaWuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan, Hubei, Peoples R China
Feng, Maoyuan
Liu, Pan
论文数: 0引用数: 0
h-index: 0
机构:
Wuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan, Hubei, Peoples R China
Hubei Prov Collaborat Innovat Ctr Water Resources, Wuhan, Hubei, Peoples R ChinaWuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan, Hubei, Peoples R China
Liu, Pan
Cai, Ximing
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Dept Civil & Environm Engn, Ven Te Chow Hydrosyst Lab, Urbana, IL 61820 USAWuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan, Hubei, Peoples R China
Cai, Ximing
Wallington, Kevin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Dept Civil & Environm Engn, Ven Te Chow Hydrosyst Lab, Urbana, IL 61820 USAWuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan, Hubei, Peoples R China
Wallington, Kevin
Shi, Liangsheng
论文数: 0引用数: 0
h-index: 0
机构:
Wuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan, Hubei, Peoples R ChinaWuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan, Hubei, Peoples R China
Shi, Liangsheng
Li, Yu
论文数: 0引用数: 0
h-index: 0
机构:
Dalian Univ Technol, Sch Hydraul Engn, Dalian, Peoples R ChinaWuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan, Hubei, Peoples R China
机构:
Wuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Hubei, Peoples R China
Hubei Prov Collaborat Innovat Ctr Water Resources, Wuhan 430072, Hubei, Peoples R ChinaWuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Hubei, Peoples R China
Feng, Maoyuan
Liu, Pan
论文数: 0引用数: 0
h-index: 0
机构:
Wuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Hubei, Peoples R China
Hubei Prov Collaborat Innovat Ctr Water Resources, Wuhan 430072, Hubei, Peoples R ChinaWuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Hubei, Peoples R China
Liu, Pan
Guo, Shenglian
论文数: 0引用数: 0
h-index: 0
机构:
Wuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Hubei, Peoples R China
Hubei Prov Collaborat Innovat Ctr Water Resources, Wuhan 430072, Hubei, Peoples R ChinaWuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Hubei, Peoples R China
Guo, Shenglian
Yu, David J.
论文数: 0引用数: 0
h-index: 0
机构:
Purdue Univ, Lyles Sch Civil Engn, W Lafayette, IN 47907 USAWuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Hubei, Peoples R China
Yu, David J.
Cheng, Lei
论文数: 0引用数: 0
h-index: 0
机构:
Wuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Hubei, Peoples R China
Hubei Prov Collaborat Innovat Ctr Water Resources, Wuhan 430072, Hubei, Peoples R ChinaWuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Hubei, Peoples R China
Cheng, Lei
Yang, Guang
论文数: 0引用数: 0
h-index: 0
机构:
Wuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Hubei, Peoples R China
Hubei Prov Collaborat Innovat Ctr Water Resources, Wuhan 430072, Hubei, Peoples R ChinaWuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Hubei, Peoples R China
Yang, Guang
Xie, Aili
论文数: 0引用数: 0
h-index: 0
机构:
Wuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Hubei, Peoples R China
Hubei Prov Collaborat Innovat Ctr Water Resources, Wuhan 430072, Hubei, Peoples R ChinaWuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430072, Hubei, Peoples R China