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Optimization of food-energy-water-waste nexus in a sustainable food supply chain under the COVID-19 pandemic: a case study in Iran

Author

Listed:
  • Marziye Seif

    (Iran University of Science and Technology)

  • Saeed Yaghoubi

    (Iran University of Science and Technology)

  • Mohammad Reza Khodoomi

    (Iran University of Science and Technology)

Abstract

During the coronavirus epidemic, food supply chains have been affected by disruptions of this epidemic. Having an overview and considering food-related factors such as energy, waste, and water make the design of the supply chain more effective. In this study, a multi-objective model for a sustainable food supply chain is presented based on the prevalence of coronavirus by considering the food-energy-water-waste nexus. There are dual-channel sales including online and in-person channels, which their demand functions depend on products price in every channel, as well as the prevalence of coronavirus in high-risk or low-risk areas. Distribution centers, located in high-risk regions, require the disinfection of products to minimize coronavirus spread. Indeed, the proposed mathematical model has three objective functions that the first objective maximizes the profit of the food supply under COVID-19 conditions. The other two objectives minimize not only the environmental impact of transportation, but also the delivery time. In order to solve this multi-objective model, the epsilon constraint method, as an efficient technique, is employed. To validate the proposed model, the model is finally implemented in a two-channel supply chain in Iran. The results show that the food supply chain has a close relationship with the energy-water-waste nexus COVID-19 and can also affect customers' behavior. Moreover, the model shows when the prevalence of COVID-19 increases, people tend to buy from online shops, affecting product prices that can change by nearly 50%. Graphical abstract

Suggested Citation

  • Marziye Seif & Saeed Yaghoubi & Mohammad Reza Khodoomi, 2024. "Optimization of food-energy-water-waste nexus in a sustainable food supply chain under the COVID-19 pandemic: a case study in Iran," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(3), pages 7163-7197, March.
    • Handle: RePEc:spr:endesu:v:26:y:2024:i:3:d:10.1007_s10668-023-03004-7
    DOI: 10.1007/s10668-023-03004-7
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    References listed on IDEAS

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    1. Koen Deconinck & Ellie Avery & Lee Ann Jackson, 2020. "Food Supply Chains and Covid‐19: Impacts and Policy Lessons," EuroChoices, The Agricultural Economics Society, vol. 19(3), pages 34-39, December.
    2. O'Hara, Sabine & Toussaint, Etienne C., 2021. "Food access in crisis: Food security and COVID-19," Ecological Economics, Elsevier, vol. 180(C).
    3. Taghikhah, Firouzeh & Voinov, Alexey & Shukla, Nagesh & Filatova, Tatiana & Anufriev, Mikhail, 2021. "Integrated modeling of extended agro-food supply chains: A systems approach," European Journal of Operational Research, Elsevier, vol. 288(3), pages 852-868.
    4. Juhong Chen & Di Wu & Peng Li, 2018. "Research on the Pricing Model of the Dual-Channel Reverse Supply Chain Considering Logistics Costs and Consumers’ Awareness of Sustainability Based on Regional Differences," Sustainability, MDPI, vol. 10(7), pages 1-31, June.
    5. Dominici, Andrea & Boncinelli, Fabio & Gerini, Francesca & Marone, Enrico, 2021. "Determinants of online food purchasing: The impact of socio-demographic and situational factors," Journal of Retailing and Consumer Services, Elsevier, vol. 60(C).
    6. Siavash Khalili & Eetu Rantanen & Dmitrii Bogdanov & Christian Breyer, 2019. "Global Transportation Demand Development with Impacts on the Energy Demand and Greenhouse Gas Emissions in a Climate-Constrained World," Energies, MDPI, vol. 12(20), pages 1-54, October.
    7. Zhanguo Zhu & Feng Chu & Alexandre Dolgui & Chengbin Chu & Wei Zhou & Selwyn Piramuthu, 2018. "Recent advances and opportunities in sustainable food supply chain: a model-oriented review," International Journal of Production Research, Taylor & Francis Journals, vol. 56(17), pages 5700-5722, September.
    8. Sube Singh & Ramesh Kumar & Rohit Panchal & Manoj Kumar Tiwari, 2021. "Impact of COVID-19 on logistics systems and disruptions in food supply chain," International Journal of Production Research, Taylor & Francis Journals, vol. 59(7), pages 1993-2008, April.
    9. Wu, Yisheng & Lu, Ronghua & Yang, Jing & Xu, Feng, 2021. "Low-carbon decision-making model of online shopping supply chain considering the O2O model," Journal of Retailing and Consumer Services, Elsevier, vol. 59(C).
    10. Qu, Yang & Hooper, Tara & Swales, J. Kim & Papathanasopoulou, Eleni & Austen, Melanie C. & Yan, Xiaoyu, 2021. "Energy-food nexus in the marine environment: A macroeconomic analysis on offshore wind energy and seafood production in Scotland," Energy Policy, Elsevier, vol. 149(C).
    11. Sebatjane, Makoena & Adetunji, Olufemi, 2020. "A three-echelon supply chain for economic growing quantity model with price- and freshness-dependent demand: Pricing, ordering and shipment decisions," Operations Research Perspectives, Elsevier, vol. 7(C).
    12. Kanika Mahajan & Shekhar Tomar, 2021. "COVID‐19 and Supply Chain Disruption: Evidence from Food Markets in India†," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(1), pages 35-52, January.
    13. Njomane, Linda & Telukdarie, Arnesh, 2022. "Impact of COVID-19 food supply chain: Comparing the use of IoT in three South African supermarkets," Technology in Society, Elsevier, vol. 71(C).
    14. Lioutas, Evagelos D. & Charatsari, Chrysanthi, 2020. "Smart farming and short food supply chains: Are they compatible?," Land Use Policy, Elsevier, vol. 94(C).
    15. Zhao, Ning & You, Fengqi, 2021. "Food-energy-water-waste nexus systems optimization for New York State under the COVID-19 pandemic to alleviate health and environmental concerns," Applied Energy, Elsevier, vol. 282(PA).
    16. Jill E. Hobbs, 2020. "Food supply chains during the COVID‐19 pandemic," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 68(2), pages 171-176, June.
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