IRRIGATION WATER ALLOCATION USING AN INEXACT TWO-STAGE QUADRATIC PROGRAMMING WITH FUZZY INPUT UNDER CLIMATE CHANGE

被引:22
|
作者
Li, Mo [1 ]
Guo, Ping [1 ]
Singh, Vijay P. [2 ,3 ]
Zhao, Jie [4 ]
机构
[1] China Agr Univ, Ctr Agr Water Res China, Tsinghua Dong St 17, Beijing 100083, Peoples R China
[2] Texas A&M Univ, Dept Biol & Agr Engn, College Stn, TX 77843 USA
[3] Texas A&M Univ, Zachry Dept Civil Engn, College Stn, TX 77843 USA
[4] Beijing Normal Univ, Coll Water Sci, Beijing 100083, Peoples R China
基金
对外科技合作项目(国际科技项目); 中国国家自然科学基金;
关键词
irrigation water allocation; inexact two-stage quadratic programming; fuzzy mathematical programming; uncertainty; climate change; RIVER-BASIN; CROP EVAPOTRANSPIRATION; DECISION-MAKING; RESOURCES; OPTIMIZATION; MANAGEMENT; MODEL; SUSTAINABILITY;
D O I
10.1111/1752-1688.12415
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Agricultural irrigation accounts for nearly 70% of the total water use around the world. Uncertainties and climate change together exacerbate the complexity of optimal allocation of water resources for irrigation. An interval-fuzzy two-stage stochastic quadratic programming model is developed for determining the plans for water allocation for irrigation with maximum benefits. The model is shown to be applicable when inputs are expressed as discrete, fuzzy or random. In order to reflect the effect of marginal utility on benefit and cost, the model can also deal with nonlinearities in the objective function. Results from applying the model to a case study in the middle reaches of the Heihe River basin, China, show schemes for water allocation for irrigation of different crops in every month of the crop growth period under various flow levels are effective for achieving high economic benefits. Different climate change scenarios are used to analyze the impact of changing water requirement and water availability on irrigation water allocation. The proposed model can aid the decision maker in formulating desired irrigation water management policies in the wake of uncertainties and changing environment.
引用
收藏
页码:667 / 684
页数:18
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