Application of DSF-GWO algorithm in optimization of planting structure in Manas River irrigation area
PAN Yue1,2, YANG Guang1,2*, XUE Lianqing3, XU Xingang1,2, GULISHENGMU Anfuding1,2, HUANG Zhou1,2, WANG Wenzan1,2, RAN Maolin1,2
1. College of Water & Architectural Engineering, Shihezi University, Shihezi, Xinjiang 832000, China; 2. Key Laboratory of Cold and Arid Regions Eco-Hydraulic Engineering of Xinjiang Production & Construction Corps, Shihezi, Xinjiang 832000, China; 3. College of Hydrology and Water Resources, Hohai University, Nanjing, Jiangsu 210098, China
Abstract：Aiming at the scientific problems of optimization of planting structure and rational allocation of agricultural water in the Manas River irrigation area under the constraint of total water resources. Based on the planting structure of four typical crops, wheat, cotton, corn and grape, in Manas River irrigation area(Shihezi irrigation area, Mosuowan irrigation area, and Xiayedi irrigation area), a multi-objective optimal allocation model was constructed to optimize and adjust the crop planting structure. The improved Gray Wolf optimization algorithm(DSF-GWO)was used to solve four development scenarios: social satisfaction type(Plan 1), water-saving type(Plan 2), economic cost type(Plan 3), and comprehensive development type(Plan 4). The results show that the ecological and social benefits of Plan 3 were 4.3% and 7.3% lower than those of Plan 2, respectively, when the two produced the same economic benefits. Therefore, Plan 2 is more suitable for the development requirements of planting structures in the Shihezi irrigation area. The economic benefits of Plan 4 in the Mosuowan irrigation area were 3.6% and 4.2% higher than those of Plan 1 and 3, respectively, and the ecological benefits were 0.5% higher than those of Plan 2. Therefore, the section of Plan 4 was in line with the development needs of planting structure in the planned year of the Mosuowan irrigation area. The economic and social benefits generated by Plan 4 are higher than those of other plans, and the ecological benefits are less different than those of other plans. Therefore, Plan 4 is selected to adjust the planting structure of the planned year in the Xiayedi irrigation area.
潘月,杨广,*,薛联青,许新港,古力生木·安甫丁,黄洲,王文赞,冉茂林,. DSF-GWO算法在玛纳斯河灌区种植结构优化中的应用[J]. 排灌机械工程学报, 2023, 41(9): 943-951.
PAN Yue,YANG Guang,*,XUE Lianqing,XU Xingang,GULISHENGMU Anfuding,HUANG Zhou,WANG Wenzan,RAN Maolin,. Application of DSF-GWO algorithm in optimization of planting structure in Manas River irrigation area. Journal of Drainage and Irrigation Machinery Engin, 2023, 41(9): 943-951.
