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A new interval meta-goal programming for sustainable planning of agricultural water-land use nexus

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  • Mardani Najafabadi, Mostafa
  • Magazzino, Cosimo
  • Valente, Donatella
  • Mirzaei, Abbas
  • Petrosillo, Irene

Abstract

Meta-Goal Programming (MGP) is a simultaneous cognitive evaluation of the degree of achievements for original decision goals considered in a GP model. However, in most real-world situations, environmental coefficients and related parameters are not easily available. In such a situation, the decision-maker must consider various conflicting targets in a framework of uncertain aspiration levels at the same time. On the other side, Interval Programming (IP) is a method used to increase the range of available decision-maker preference structures in GP. In the perspective of solving the conflicts between agriculture and water use towards sustainability, this paper proposes an Interval Meta-Goal Programming Model (IMGPM) dealing with imprecision in data that covers interval coefficients, target intervals, and interval bounds of meta-goals. This novel methodology has been tested in a study area in Iran to validate its added value in solving conflicting uses of natural resources by economic sectors. This integration together with its application for sustainable optimal cropping patterns (agroecosystem planning) represents a novelty in the field of ecological modeling. The management solutions of our method in terms of land allocation are different from those in Sen and Pal (2013) model. In the case of Iran, many socio-ecological-economic strategies and policies should be necessary for improving the agricultural sector. More specifically, on the basis of rainfall amounts and spatial patterns, this approach can represent a decision-support system able to define strategies for additional water storage useful to support crop production. Furthermore, the availability of water together with the sustainable use of fertilizers can mitigate the risk of land degradation, guaranteeing people employment, food security, and economic profits. Although the present methodology seems to solve the problem of multi-goals decision-making, the inclusion of spatial relationships is able to introduce dependencies between the management of land use in adjacent areas, making the present approach nearer to real-world functioning.

Suggested Citation

  • Mardani Najafabadi, Mostafa & Magazzino, Cosimo & Valente, Donatella & Mirzaei, Abbas & Petrosillo, Irene, 2023. "A new interval meta-goal programming for sustainable planning of agricultural water-land use nexus," Ecological Modelling, Elsevier, vol. 484(C).
    • Handle: RePEc:eee:ecomod:v:484:y:2023:i:c:s0304380023002016
    DOI: 10.1016/j.ecolmodel.2023.110471
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    as
    1. Karrou, M. & Oweis, T., 2012. "Water and land productivities of wheat and food legumes with deficit supplemental irrigation in a Mediterranean environment," Agricultural Water Management, Elsevier, vol. 107(C), pages 94-103.
    2. Chopra, Ritika & Magazzino, Cosimo & Shah, Muhammad Ibrahim & Sharma, Gagan Deep & Rao, Amar & Shahzad, Umer, 2022. "The role of renewable energy and natural resources for sustainable agriculture in ASEAN countries: Do carbon emissions and deforestation affect agriculture productivity?," Resources Policy, Elsevier, vol. 76(C).
    3. Gordon, Line J. & Finlayson, C. Max & Falkenmark, Malin, 2010. "Managing water in agriculture for food production and other ecosystem services," Agricultural Water Management, Elsevier, vol. 97(4), pages 512-519, April.
    4. Maes, Joachim & Egoh, Benis & Willemen, Louise & Liquete, Camino & Vihervaara, Petteri & Schägner, Jan Philipp & Grizzetti, Bruna & Drakou, Evangelia G. & Notte, Alessandra La & Zulian, Grazia & Boura, 2012. "Mapping ecosystem services for policy support and decision making in the European Union," Ecosystem Services, Elsevier, vol. 1(1), pages 31-39.
    5. Hanks, Robert W. & Weir, Jeffery D. & Lunday, Brian J., 2017. "Robust goal programming using different robustness echelons via norm-based and ellipsoidal uncertainty sets," European Journal of Operational Research, Elsevier, vol. 262(2), pages 636-646.
    6. Dongwen Tian & Na Hu & Xin Wang & Li Huang & Xian Xin & Laping Wu, 2016. "Trade margins, quality upgrading, and China’s agri-food export growth," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 8(2), pages 1-1, March.
    7. Velandia, Margarita & Rejesus, Roderick M. & Knight, Thomas O. & Sherrick, Bruce J., 2009. "Factors Affecting Farmers' Utilization of Agricultural Risk Management Tools: The Case of Crop Insurance, Forward Contracting, and Spreading Sales," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 41(1), pages 107-123, April.
    8. Brinegar, Hilary R. & Ward, Frank A., 2009. "Basin impacts of irrigation water conservation policy," Ecological Economics, Elsevier, vol. 69(2), pages 414-426, December.
    9. B Vitoriano & C Romero, 1999. "Extended interval goal programming," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 50(12), pages 1280-1283, December.
    10. Jain, Sonal & Ramesh, Dharavath & Trivedi, Munesh C. & Edla, Damodar Reddy, 2023. "Evaluation of metaheuristic optimization algorithms for optimal allocation of surface water and groundwater resources for crop production," Agricultural Water Management, Elsevier, vol. 279(C).
    11. Pilehforooshha, Parastoo & Karimi, Mohammad & Taleai, Mohammad, 2014. "A GIS-based agricultural land-use allocation model coupling increase and decrease in land demand," Agricultural Systems, Elsevier, vol. 130(C), pages 116-125.
    12. Popp, J. & Lakner, Z. & Harangi-Rákos, M. & Fári, M., 2014. "The effect of bioenergy expansion: Food, energy, and environment," Renewable and Sustainable Energy Reviews, Elsevier, vol. 32(C), pages 559-578.
    13. Norman Siebrecht, 2020. "Sustainable Agriculture and Its Implementation Gap—Overcoming Obstacles to Implementation," Sustainability, MDPI, vol. 12(9), pages 1-27, May.
    14. Li, Mo & Fu, Qiang & Singh, Vijay P. & Liu, Dong, 2018. "An interval multi-objective programming model for irrigation water allocation under uncertainty," Agricultural Water Management, Elsevier, vol. 196(C), pages 24-36.
    15. Ching-Ter Chang, 2006. "Mixed binary interval goal programming," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 57(4), pages 469-473, April.
    16. Mostafa Mardani Najafabadi & Abbas Mirzaei & Hassan Azarm & Siamak Nikmehr, 2022. "Managing Water Supply and Demand to Achieve Economic and Environmental Objectives: Application of Mathematical Programming and ANFIS Models," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 36(9), pages 3007-3027, July.
    17. Puustinen, Tuulia & Krigsholm, Pauliina & Falkenbach, Heidi, 2022. "Land policy conflict profiles for different densification types: A literature-based approach," Land Use Policy, Elsevier, vol. 123(C).
    18. Dimitris Bertsimas & Melvyn Sim, 2004. "The Price of Robustness," Operations Research, INFORMS, vol. 52(1), pages 35-53, February.
    19. Seyed Taha Loghmani Khouzani & Sabrina Kirschke & Ali Yousefi & Rudolf Liedl, 2022. "The effect of policy incoherence on the emergence of groundwater-related subsidence phenomena: a case study from Iran," Water International, Taylor & Francis Journals, vol. 47(2), pages 181-204, February.
    20. Donatella Valente & Erica Maria Lovello & Cosimo Gaspare Giannuzzi & Angela Maria Scardia Scardia & Maria Victoria Marinelli & Irene Petrosillo, 2023. "Towards Land Consumption Neutrality and Natural Capital Enhancement at Urban Landscape Scale," Land, MDPI, vol. 12(4), pages 1-15, March.
    21. Divinsky, Itai & Becker, Nir & Bar (Kutiel), Pua, 2017. "Ecosystem service tradeoff between grazing intensity and other services - A case study in Karei-Deshe experimental cattle range in northern Israel," Ecosystem Services, Elsevier, vol. 24(C), pages 16-27.
    22. Rodriguez Uria, M. Victoria & Caballero, Rafael & Ruiz, Francisco & Romero, Carlos, 2002. "Meta-goal programming," European Journal of Operational Research, Elsevier, vol. 136(2), pages 422-429, January.
    23. Kaveh Madani, 2014. "Water management in Iran: what is causing the looming crisis?," Journal of Environmental Studies and Sciences, Springer;Association of Environmental Studies and Sciences, vol. 4(4), pages 315-328, December.
    24. Nikouei, Alireza & Asgharipour, Mohammad Reza & Marzban, Zahra, 2022. "Modeling land allocation to produce crops under economic and environmental goals in Iran: a multi-objective programming approach," Ecological Modelling, Elsevier, vol. 471(C).
    25. Caballero, Rafael & Ruiz, Francisco & Uria, M. Victoria Rodriguez & Romero, Carlos, 2006. "Interactive meta-goal programming," European Journal of Operational Research, Elsevier, vol. 175(1), pages 135-154, November.
    26. Chang, Ching-Ter & Lin, Teng-Chiao, 2009. "Interval goal programming for S-shaped penalty function," European Journal of Operational Research, Elsevier, vol. 199(1), pages 9-20, November.
    27. Romero, Carlos, 2004. "A general structure of achievement function for a goal programming model," European Journal of Operational Research, Elsevier, vol. 153(3), pages 675-686, March.
    28. Ghahtarani, Alireza & Najafi, Amir Abbas, 2013. "Robust goal programming for multi-objective portfolio selection problem," Economic Modelling, Elsevier, vol. 33(C), pages 588-592.
    29. Abbas Mirzaei & Mansour Zibaei, 2021. "Water Conflict Management between Agriculture and Wetland under Climate Change: Application of Economic-Hydrological-Behavioral Modelling," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 35(1), pages 1-21, January.
    30. Mardani Najafabadi, Mostafa & Ziaee, Saman & Nikouei, Alireza & Ahmadpour Borazjani, Mahmoud, 2019. "Mathematical programming model (MMP) for optimization of regional cropping patterns decisions: A case study," Agricultural Systems, Elsevier, vol. 173(C), pages 218-232.
    31. Zhang, Chenglong & Yang, Gaiqiang & Wang, Chaozi & Huo, Zailin, 2023. "Linking agricultural water-food-environment nexus with crop area planning: A fuzzy credibility-based multi-objective linear fractional programming approach," Agricultural Water Management, Elsevier, vol. 277(C).
    32. Nazari, Bijan & Liaghat, Abdolmajid & Akbari, Mohammad Reza & Keshavarz, Marzieh, 2018. "Irrigation water management in Iran: Implications for water use efficiency improvement," Agricultural Water Management, Elsevier, vol. 208(C), pages 7-18.
    33. Dongwen Tian & Na Hu & Xin Wang & Li Huang, 2016. "Trade margins, quality upgrading, and China’s agri-food export growth," China Agricultural Economic Review, Emerald Group Publishing, vol. 8(2), pages 277-298, May.
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