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A distributed simulation-optimization framework for many-objective water resources allocation in canal-well combined irrigation district under diverse supply and demand scenarios

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  • Zhao, Qianzuo
  • Jiang, Yanan
  • Wang, Qianyu
  • Xu, Fenfang

Abstract

To address the issues of both water resources allocation and sustainable management in agriculture areas with rising food demand, a simulation-optimization framework based on Flopy and Pymoo was proposed and developed for canal-well combined irrigation districts. The proposed framework first solved the many-objective water resources allocation problem which integrates groundwater simulation, crop production, and farmer income modules to quantitatively reveal the various trade-offs and synergies by using NSGA-III algorithm. The Entropy-TOPSIS method was then applied to recommend proper water allocation schemes. The proposed framework was further tested in Baojixia irrigation district considering various water supply and crop demand scenarios based on Copula-based uncertainty analysis. The Key findings are as follows: (1) the proposed framework could effectively optimize conjunctive water resources allocation problems of both surface water and groundwater; (2) low supply combined with high demand (p=0.17) is more likely to occur than high supply with high demand (p=0.02); (3) increased crop demand and restricted surface water negatively impact both water productivity and groundwater sustainability; and (4) the cumulative groundwater drawdown of recommend schemes is 36.9 % and 6.5 % higher under low to medium supply scenarios, while water productivity of recommend schemes decreases 28.2 % and 9.7 % with high and medium demand. This framework could provide useful insights for sustainable agricultural water management in canal-well combined irrigation district with various uncertainties in supply and demand scenarios.

Suggested Citation

  • Zhao, Qianzuo & Jiang, Yanan & Wang, Qianyu & Xu, Fenfang, 2024. "A distributed simulation-optimization framework for many-objective water resources allocation in canal-well combined irrigation district under diverse supply and demand scenarios," Agricultural Water Management, Elsevier, vol. 305(C).
    • Handle: RePEc:eee:agiwat:v:305:y:2024:i:c:s0378377424004451
    DOI: 10.1016/j.agwat.2024.109109
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    1. Luo, Jianmei & Zhang, Hongmei & Qi, Yongqing & Pei, Hongwei & Shen, Yanjun, 2022. "Balancing water and food by optimizing the planting structure in the Beijing–Tianjin–Hebei region, China," Agricultural Water Management, Elsevier, vol. 262(C).
    2. Wu, Xin & Zheng, Yi & Wu, Bin & Tian, Yong & Han, Feng & Zheng, Chunmiao, 2016. "Optimizing conjunctive use of surface water and groundwater for irrigation to address human-nature water conflicts: A surrogate modeling approach," Agricultural Water Management, Elsevier, vol. 163(C), pages 380-392.
    3. Gao, Jie & Xie, Pengxuan & Zhuo, La & Shang, Kehui & Ji, Xiangxiang & Wu, Pute, 2021. "Water footprints of irrigated crop production and meteorological driving factors at multiple temporal scales," Agricultural Water Management, Elsevier, vol. 255(C).
    4. Xiao-jun Wang & Jian-yun Zhang & Mahtab Ali & Shamsuddin Shahid & Rui-min He & Xing-hui Xia & Zhuo Jiang, 2016. "Impact of climate change on regional irrigation water demand in Baojixia irrigation district of China," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 21(2), pages 233-247, February.
    5. Eekhout, J.P.C. & Delsman, I. & Baartman, J.E.M. & van Eupen, M. & van Haren, C. & Contreras, S. & Martínez-López, J. & de Vente, J., 2024. "How future changes in irrigation water supply and demand affect water security in a Mediterranean catchment," Agricultural Water Management, Elsevier, vol. 297(C).
    6. Mao, Wei & Yang, Jinzhong & Zhu, Yan & Ye, Ming & Wu, Jingwei, 2017. "Loosely coupled SaltMod for simulating groundwater and salt dynamics under well-canal conjunctive irrigation in semi-arid areas," Agricultural Water Management, Elsevier, vol. 192(C), pages 209-220.
    7. Khan, Shahbaz & Tariq, Rana & Yuanlai, Cui & Blackwell, J., 2006. "Can irrigation be sustainable?," Agricultural Water Management, Elsevier, vol. 80(1-3), pages 87-99, February.
    8. Playan, Enrique & Mateos, Luciano, 2006. "Modernization and optimization of irrigation systems to increase water productivity," Agricultural Water Management, Elsevier, vol. 80(1-3), pages 100-116, February.
    9. Chen, Yingshan & Li, Heng & Xu, Yaowen & Fu, Qiang & Wang, Yijia & He, Bing & Li, Mo, 2024. "Sustainable management in irrigation water distribution system under climate change: Process-driven optimization modelling considering water-food-energy-environment synergies," Agricultural Water Management, Elsevier, vol. 302(C).
    10. Mai, Zijun & He, Yupu & Feng, Chen & Han, Congying & Shi, Yuanzhi & Qi, Wei, 2024. "Multi-objective modeling and optimization of water distribution for canal system considering irrigation coverage in artesian irrigation district," Agricultural Water Management, Elsevier, vol. 301(C).
    11. Yifru, Bisrat Ayalew & Lee, Seoro & Bak, Sangjoon & Bae, Joo Hyun & Shin, Hyungjin & Lim, Kyoung Jae, 2024. "Estimating exploitable groundwater for agricultural use under environmental flow constraints using an integrated SWAT-MODFLOW model," Agricultural Water Management, Elsevier, vol. 303(C).
    12. Inge E. M. Graaf & Tom Gleeson & L. P. H. (Rens) van Beek & Edwin H. Sutanudjaja & Marc F. P. Bierkens, 2019. "Environmental flow limits to global groundwater pumping," Nature, Nature, vol. 574(7776), pages 90-94, October.
    13. Chen, Fei & Cui, Ningbo & Jiang, Shouzheng & Wang, Zhihui & Li, Hongping & Lv, Min & Wang, Yaosheng & Gong, Daozhi & Zhao, Lu, 2023. "Multi-objective deficit drip irrigation optimization of citrus yield, fruit quality and water use efficiency using NSGA-II in seasonal arid area of Southwest China," Agricultural Water Management, Elsevier, vol. 287(C).
    14. Nicostrato Perez & Vartika Singh & Claudia Ringler & Hua Xie & Tingju Zhu & Edwin H. Sutanudjaja & Karen G. Villholth, 2024. "Ending groundwater overdraft without affecting food security," Nature Sustainability, Nature, vol. 7(8), pages 1007-1017, August.
    15. Zahra Kayhomayoon & Sami Ghordoyee Milan & Naser Arya Azar & Pete Bettinger & Faezeh Babaian & Abolfazl Jaafari, 2022. "A Simulation-Optimization Modeling Approach for Conjunctive Water Use Management in a Semi-Arid Region of Iran," Sustainability, MDPI, vol. 14(5), pages 1-20, February.
    16. Zeng, X.T. & Zhang, J.L. & Yu, L. & Zhu, J.X. & Li, Z. & Tang, L., 2019. "A sustainable water-food-energy plan to confront climatic and socioeconomic changes using simulation-optimization approach," Applied Energy, Elsevier, vol. 236(C), pages 743-759.
    17. Jingwen Zhang & Kaiyu Guan & Bin Peng & Ming Pan & Wang Zhou & Chongya Jiang & Hyungsuk Kimm & Trenton E. Franz & Robert F. Grant & Yi Yang & Daran R. Rudnick & Derek M. Heeren & Andrew E. Suyker & Wi, 2021. "Sustainable irrigation based on co-regulation of soil water supply and atmospheric evaporative demand," Nature Communications, Nature, vol. 12(1), pages 1-10, December.
    18. Zuo, Qiting & Wu, Qingsong & Yu, Lei & Li, Yongping & Fan, Yurui, 2021. "Optimization of uncertain agricultural management considering the framework of water, energy and food," Agricultural Water Management, Elsevier, vol. 253(C).
    19. Dehghanipour, Amir Hossein & Schoups, Gerrit & Zahabiyoun, Bagher & Babazadeh, Hossein, 2020. "Meeting agricultural and environmental water demand in endorheic irrigated river basins: A simulation-optimization approach applied to the Urmia Lake basin in Iran," Agricultural Water Management, Elsevier, vol. 241(C).
    20. Saeid Akbarifard & Mohamad Reza Madadi & Mohammad Zounemat-Kermani, 2024. "An artificial intelligence-based model for optimal conjunctive operation of surface and groundwater resources," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    21. Deepesh Machiwal & Madan Jha & Bimal Mal, 2011. "Assessment of Groundwater Potential in a Semi-Arid Region of India Using Remote Sensing, GIS and MCDM Techniques," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 25(5), pages 1359-1386, March.
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