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An Agent-based Framework for Transition from Traditional to Advanced Water Supply Systems in Arid Regions

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  • Mohammad Sadegh Khorshidi

    (Sultan Qaboos University
    University of Technology Sydney)

  • Azizallah Izady

    (Sultan Qaboos University)

  • Mohammad Reza Nikoo

    (Sultan Qaboos University)

  • Ali Al-Maktoumi

    (Sultan Qaboos University
    Sultan Qaboos University)

  • Mingjie Chen

    (Sultan Qaboos University)

  • Amir H. Gandomi

    (University of Technology Sydney
    Obuda University)

Abstract

The poor performance of traditional surface irrigation systems has motivated a transition to more advanced and efficient irrigation systems, especially in arid areas. However, such a transition often results in some local conflicts between the decision-makers and farmers in fear of losing their original water rights. This study proposes an agent-based modeling (ABM) framework to evaluate the suitability of this transition for modernizing traditional surface irrigation systems. A Conditional Value-at-Risk (CVaR) optimization model was first developed to determine the optimal water allocation scheduling for the current surface irrigation system. An ABM was then developed to model and optimize the evolution of surface irrigation systems towards advanced irrigation systems considering the interactions among agents and their environment. The proposed ABM framework was applied for modernizing several agricultural zones with multi-crop and intercropping systems and a variable water supply source in Muscat, Oman. Results suggest that using the advanced irrigation system in dry, normal, and wet conditions decreases the percentage of water shortage in 5% of worst cases from 87%, 75%, and 32% (under the traditional irrigation system) to 30%, 9%, and 0%, respectively. It was also found that the overall irrigation efficiency of the study area is increased from 48 to 92% in all agricultural zones. Although the transition from surface to modern water allocation systems is time-consuming and expensive, the proposed framework can facilitate this transition and enhance the water resource planning and management in areas with limited water availability.

Suggested Citation

  • Mohammad Sadegh Khorshidi & Azizallah Izady & Mohammad Reza Nikoo & Ali Al-Maktoumi & Mingjie Chen & Amir H. Gandomi, 2024. "An Agent-based Framework for Transition from Traditional to Advanced Water Supply Systems in Arid Regions," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 38(7), pages 2565-2579, May.
    • Handle: RePEc:spr:waterr:v:38:y:2024:i:7:d:10.1007_s11269-024-03787-y
    DOI: 10.1007/s11269-024-03787-y
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    References listed on IDEAS

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    1. Thi Tam Duong & Tom Brewer & Jo Luck & Kerstin Zander, 2019. "A Global Review of Farmers’ Perceptions of Agricultural Risks and Risk Management Strategies," Agriculture, MDPI, vol. 9(1), pages 1-16, January.
    2. Alireza Nouri & Bahram Saghafian & Majid Delavar & Mohammad Reza Bazargan-Lari, 2019. "Agent-Based Modeling for Evaluation of Crop Pattern and Water Management Policies," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 33(11), pages 3707-3720, September.
    3. Luis Santos Pereira, 2017. "Water, Agriculture and Food: Challenges and Issues," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 31(10), pages 2985-2999, August.
    4. Walaa Elnashar & Ahmed Elyamany, 2023. "Managing Risks of Climate Change on Irrigation Water in Arid Regions," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 37(6), pages 2429-2446, May.
    5. Azizallah Izady & Mohammad Sadegh Khorshidi & Mohammad Reza Nikoo & Ali Al-Maktoumi & Mingjie Chen & Hilal Al-Mamari & Amir H. Gandomi, 2021. "Optimal Water Allocation from Subsurface Dams: A Risk-Based Optimization Approach," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 35(12), pages 4275-4290, September.
    6. Guerrero, Bridget L. & Amosson, Stephen H. & Almas, Lal K., 2008. "Integrating Stakeholder Input into Water Policy Development and Analysis," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 40(2), pages 1-7, August.
    7. Falcon, W. P. & Fowler, C., 2002. "Carving up the commons--emergence of a new international regime for germplasm development and transfer," Food Policy, Elsevier, vol. 27(3), pages 197-222, June.
    8. Guerrero, Bridget & Amosson, Steve & Almas, Lal, 2008. "Integrating Stakeholder Input into Water Policy Development and Analysis," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 40(2), pages 465-471, August.
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