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

IF 5.9 1区 地球科学 Q1 ENGINEERING, CIVIL Journal of Hydrology Pub Date : 2024-11-13 DOI:10.1016/j.jhydrol.2024.132308
Jianzhe Hou , Yanan Jiang , Tingting Wei , Zijun Wang , Xiaojun Wang
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Abstract

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.
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基于关系视角的渠井结合灌区水资源管理多目标模拟优化框架
在干旱和半干旱农业灌溉区,水资源匮乏是水-食物-能源-生态系统(WFEE)关系的驱动因素,而不同灌溉策略的影响会通过地下水系统从水资源部门传播到其他部门。本研究提出了一个多目标模拟优化(MOSO)框架,将地下水数值模型(MODFLOW)与多目标优化模型(NSGA-III)相结合,通过合理分配地表水引水和地下水取水中的灌溉水资源,基于关系视角协调利益冲突的多个资源系统。管理目标包括用水效率和粮食经济效益最大化,能耗效率最小化,以及灌溉对受地下水位、地表水供应和灌溉水需求影响的生态系统的影响。为了证明 MOSO 框架的可行性,我们解决了位于中国西北部陕西省的典型渠井灌区--鲍家峡灌区(BIA)的水资源管理问题。主要结论如下(a) 整个灌区地下水使用比例每增加 10%,用水效率降低 0.05 千克/立方米,能耗效率增加 900 元/公顷,生态系统影响指数降低 0.1,粮食经济效益保持不变。1,粮食经济效益保持不变;(b) 四维帕累托最优解全面考虑了 WFEE 关系系统的所有影响,避免了低维视角造成的决策短视;(c) 不同灌区灌溉策略的空间差异主要受作物结构、水文地质参数和地表高程的影响,而时间差异主要集中在玉米灌浆期。基于水资源管理和地下水动态的框架可有效评估各关联部门之间的权衡和协同作用,为决策者提供高瞻远瞩的建议,以提高资源利用效率,同时减轻灌溉对生态系统的影响。
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来源期刊
Journal of Hydrology
Journal of Hydrology 地学-地球科学综合
CiteScore
11.00
自引率
12.50%
发文量
1309
审稿时长
7.5 months
期刊介绍: The Journal of Hydrology publishes original research papers and comprehensive reviews in all the subfields of the hydrological sciences including water based management and policy issues that impact on economics and society. These comprise, but are not limited to the physical, chemical, biogeochemical, stochastic and systems aspects of surface and groundwater hydrology, hydrometeorology and hydrogeology. Relevant topics incorporating the insights and methodologies of disciplines such as climatology, water resource systems, hydraulics, agrohydrology, geomorphology, soil science, instrumentation and remote sensing, civil and environmental engineering are included. Social science perspectives on hydrological problems such as resource and ecological economics, environmental sociology, psychology and behavioural science, management and policy analysis are also invited. Multi-and interdisciplinary analyses of hydrological problems are within scope. The science published in the Journal of Hydrology is relevant to catchment scales rather than exclusively to a local scale or site.
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