A Multi-Objective Simulation-Optimization framework for water resources management in canal-well conjunctive irrigation area based on nexus perspective

被引:0
作者
Hou, Jianzhe [1 ]
Jiang, Yanan [1 ,2 ]
Wei, Tingting [1 ]
Wang, Zijun [1 ]
Wang, Xiaojun [3 ,4 ]
机构
[1] Northwest A&F Univ, Coll Water Resources & Architectural Engn, Yngling 712100, Shaanxi, Peoples R China
[2] Northwest A&F Univ, Key Lab Arid Agr Soil & Water Engn, Minist Educ, Yangling 712100, Shaanxi, Peoples R China
[3] Nanjing Hydraul Res Inst, Natl Key Lab Water Disaster Prevent, Nanjing 210029, Jiangsu, Peoples R China
[4] Minist Water Resources, Res Ctr Climate Change, Nanjing 210029, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
Water-food-energy-ecosystem nexus; Simulation-optimization; FloPy; Pymoo; Irrigation area; FOOD NEXUS; ENERGY; ALGORITHM;
D O I
10.1016/j.jhydrol.2024.132308
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Water scarcity drives the nexus of water-food-energy-ecosystem (WFEE) in arid and semi-arid agricultural irrigation areas, while the impacts of different irrigation strategies can propagate from water sector to other sectors through groundwater system. In this work, a Multi-Objective Simulation Optimization (MOSO) framework that couples the numerical groundwater model (MODFLOW) with the multi-objective optimization model (NSGA-III) is proposed to coordinate multiple resource systems with conflicting interests based on nexus perspective by reasonably allocating irrigation water resources from surface water diversion and groundwater abstraction. The management objectives include maximization of water use efficiency and food economic efficiency, as well as minimization of energy consumption efficiency and the impact of irrigation on ecosystem subject to groundwater levels, surface water supply and irrigation water demand. To demonstrate the feasibility of the MOSO framework, a water resources management problem in typical canal-well irrigation area - Baojixia Irrigation Area (BIA), located in Shaanxi province in northwest China, has been solved. The major findings are: (a) for every 10 % increase in the proportion of groundwater usage across the total irrigation area, water use efficiency decreases by 0.05 kg/m3, energy consumption efficiency increases by 900 CNY/ha, the ecosystem impact index decreases by 0.1, and food economic efficiency remains unchanged; (b) the four-dimensional Pareto-optimal solutions comprehensively consider all the impacts of the WFEE nexus system, avoiding decision shortsightedness caused by a low-dimensional perspective; (c) spatial differences in irrigation strategies across different zones are primarily influenced by crop structure, hydrogeological parameters and surface elevation, while temporal variations are mainly concentrated during the maize irrigation period. The framework based on water resources management and groundwater dynamics can efficiently evaluate trade-offs and synergies among nexus sectors, providing far-sighted suggestions for policy makers to improve resource-use efficiency, while mitigating the impact of irrigation on ecosystem.
引用
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页数:18
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  • [11] Sustainability and assessment of factors driving the water-energy-food nexus in pumped irrigation systems
    Cui, Simeng
    Wu, Mengyang
    Huang, Xuan
    Wang, Xiaojun
    Cao, Xinchun
    [J]. AGRICULTURAL WATER MANAGEMENT, 2022, 272
  • [12] The Global Food-Energy-Water Nexus
    D'Odorico, Paolo
    Davis, Kyle Frankel
    Rosa, Lorenzo
    Carr, Joel A.
    Chiarelli, Davide
    Dell'Angelo, Jampel
    Gephart, Jessica
    MacDonald, Graham K.
    Seekell, David A.
    Suweis, Samir
    Rulli, Maria Cristina
    [J]. REVIEWS OF GEOPHYSICS, 2018, 56 (03) : 456 - 531
  • [13] Tracking and managing the water-food-environment-ecosystem (WFEE) nexus in groundwater irrigation districts using system dynamics modelling
    Dang, Chiheng
    Zhang, Hongbo
    Singh, Vijay P.
    Zhang, Shuqi
    Mu, Dengrui
    Yao, Congcong
    Zhang, Yu
    Lyu, Fengguang
    Liu, Shangdong
    [J]. SCIENCE OF THE TOTAL ENVIRONMENT, 2024, 947
  • [14] Environmental flow limits to global groundwater pumping
    de Graaf, Inge E. M.
    Gleeson, Tom
    van Beek, L. P. H.
    Sutanudjaja, Edwin H.
    Bierkens, Marc F. P.
    [J]. NATURE, 2019, 574 (7776) : 90 - +
  • [15] An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point-Based Nondominated Sorting Approach, Part I: Solving Problems With Box Constraints
    Deb, Kalyanmoy
    Jain, Himanshu
    [J]. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2014, 18 (04) : 577 - 601
  • [16] Managing the water-energy-food nexus in China by adjusting critical final demands and supply chains: An input-output analysis
    Deng, Hong-Mei
    Wang, Can
    Cai, Wen-Jia
    Liu, Yuan
    Zhang, Li-Xiao
    [J]. SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 720
  • [17] Water–food–energy nexus index: analysis of water–energy–food nexus of crop’s production system applying the indicators approach
    El-Gafy I.
    [J]. Applied Water Science, 2017, 7 (6) : 2857 - 2868
  • [18] Groundwater Sensitivity to Climate Variations Across Australia
    Fan, Xinyang
    Peterson, Tim J.
    Henley, Benjamin J.
    Arora, Meenakshi
    [J]. WATER RESOURCES RESEARCH, 2023, 59 (11)
  • [19] Differentiable, Learnable, Regionalized Process-Based Models With Multiphysical Outputs can Approach State-Of-The-Art Hydrologic Prediction Accuracy
    Feng, Dapeng
    Liu, Jiangtao
    Lawson, Kathryn
    Shen, Chaopeng
    [J]. WATER RESOURCES RESEARCH, 2022, 58 (10)
  • [20] Hydrochemical Characteristic of Groundwater and Its Impact on Crop Yields in the Baojixia Irrigation Area, China
    Feng, Wenwen
    Qian, Hui
    Xu, Panpan
    Hou, Kai
    [J]. WATER, 2020, 12 (05)