基于多目标优化与SWAT-MODFLOW耦合模型的黑河中游灌区水资源优化配置OA
Optimal allocation of water resources for an irrigation district in the middle reaches of the Heihe River based on multi-objective optimization and coupled SWAT-MODFLOW model
针对黑河中游灌区水资源紧缺、地下水超采加剧的问题,以张掖市大满灌区为研究区,构建兼顾经济发展、供水安全与地下水保护的水资源优化配置体系.建立SWAT-MODFLOW地表水-地下水双向耦合模型,并集成多目标粒子群优化算法(multi-objective particle swarm optimiza-tion,MOPSO),构建以经济效益最大化、缺水风险最小化、地下水埋深偏差最小化为目标的动态优化系统,实现水文状态与配置方案的双向动态反馈,采用逼近理想解排序法(technique for order preference by similarity to ideal solution,TOPSIS)优选配置方案.若持续执行 2026年优化配置方案,预计到2030年灌区地下水埋深平均减小0.21 m,经济效益可达90 523.20万元,缺水率平方和为0.005 2,可显著压减地下水开采、优化区域用水结构.文中构建的优化配置体系,可为西北干旱区大型灌区水资源可持续利用提供量化决策依据.
Aiming at the escalating water scarcity and worsening groundwater over-exploitation issues in the middle reaches of the Heihe River,taking the Daman irrigation district in Zhangye City as the re-search area,a water resource optimal allocation scheme that balances the goals of economic develop-ment,water supply security,and groundwater protection was constructed.A two-way coupled SWAT-MODFLOW surface water-groundwater model was established and coupled with the multi-objective par-ticle swarm optimization(MOPSO)algorithm to build a dynamic optimization system with three objec-tives:maximizing economic benefits,minimizing water shortage risk,and minimizing groundwater depth deviation.The system achieved bidirectional dynamic interactions between hydrological states and allocation schemes,and the TOPSIS method was adopted to select the optimal allocation scheme.If the 2026 optimal allocation scheme continues to be implemented,it is expected to reduce the average groundwater depth in the irrigation district by 0.21 m,increase economic benefits to 905.232 0 million yuan,and reduce the sum of squared water shortage rates to 0.005 2 by 2030,thereby significantly re-duce groundwater exploitation and optimize the regional water use structure.The optimal allocation sys-tem constructed in this study can provide quantitative decision-making support for the sustainable utili-zation of water resources in large irrigation districts of arid regions in Northwest China.
李嘉楠;靳涛阳;胡广录;陈宁;王涛;陈坤;田凯夫
甘肃省水土保持科学研究所,甘肃兰州 730020||甘肃省水土保持工程研究中心,甘肃兰州 730020兰州交通大学环境与市政工程学院,甘肃兰州 730070兰州交通大学环境与市政工程学院,甘肃兰州 730070||寒旱地区水资源综合利用教育部工程研究中心,甘肃兰州 730070甘州区大满水资源保护利用所,甘肃张掖 734000甘州区大满水资源保护利用所,甘肃张掖 734000兰州交通大学环境与市政工程学院,甘肃兰州 730070兰州交通大学环境与市政工程学院,甘肃兰州 730070
农业科技
SWAT-MODFLOW耦合模型多目标优化模型优化配置方案地下水保护黑河中游灌区
SWAT-MODFLOW coupled modelmulti-objective optimization modeloptimal allocation schemegroundwater protectionirrigation district in the middle reaches of the Heihe River
《排灌机械工程学报》 2026 (6)
628-638,11
国家自然科学基金资助项目(41867074)甘肃省水利科学试验研究及技术推广项目(25GSLK008)甘肃省张掖市甘州区水资源费项目(甘区水务发[2024]237号)
评论