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Quantifying Uncertainty in Food Security Modeling

Author

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  • Syed Abu Shoaib

    (Department of Civil and Environmental Engineering, College of Engineering, King Faisal University, Al-Hofuf 31982, Al-Ahsa, Saudi Arabia)

  • Mohammad Zaved Kaiser Khan

    (Water and Environmental Engineering, School of Computing, Engineering and Mathematics, Western Sydney University, Sydney, NSW 2751, Australia)

  • Nahid Sultana

    (School of Humanities and Languages, University of New South Wales, Sydney, NSW 2052, Australia)

  • Taufique H. Mahmood

    (Harold Hamm School of Geology and Geological Engineering, University of North Dakota, Grand Forks, ND 58202, USA)

Abstract

Food security is considered as the most important global challenge. Therefore, identifying long-term drivers of food security and their connections is essential to steer policymakers determining policies for future food security and sustainable development. Given the complexity and uncertainty of multidimensional food security, quantifying the extent of uncertainty is vital. In this study, we investigated the uncertainty of a coupled hydrologic food security model to examine the impacts of climatic warming on food production (rice, cereal and wheat) in a mild temperature study site in China. In addition to varying temperature, our study also investigated the impacts of three CO 2 emission scenarios—the Representative Concentration Pathway, RCP 4.5, RCP 6.0, RCP 8.5—on food production. Our ultimate objective was to quantify the uncertainty in a coupled hydrologic food security model and report the sources and timing of uncertainty under a warming climate using a coupled hydrologic food security model tested against observed food production years. Our study shows an overall increasing trend in rice, cereal and wheat production under a warming climate. Crop yield data from China are used to demonstrate the extent of uncertainty in food security modeling. An innovative and systemic approach is developed to quantify the uncertainty in food security modeling. Crop yield variability with the rising trend of temperature also demonstrates a new insight in quantifying uncertainty in food security modeling.

Suggested Citation

  • Syed Abu Shoaib & Mohammad Zaved Kaiser Khan & Nahid Sultana & Taufique H. Mahmood, 2021. "Quantifying Uncertainty in Food Security Modeling," Agriculture, MDPI, vol. 11(1), pages 1-16, January.
  • Handle: RePEc:gam:jagris:v:11:y:2021:i:1:p:33-:d:474938
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    References listed on IDEAS

    as
    1. Scott McDonald & Sherman Robinson & Karen Thierfelder, 2007. "Globe: A SAM Based Global CGE Model using GTAP Data," Departmental Working Papers 14, United States Naval Academy Department of Economics.
    2. Bruno Dorin & S. Paillard, 2010. "Agrimonde. Scenarios and challenges for feeding the world in 2050," Post-Print hal-00797978, HAL.
    3. Rachel James & Friederike Otto & Hannah Parker & Emily Boyd & Rosalind Cornforth & Daniel Mitchell & Myles Allen, 2014. "Characterizing loss and damage from climate change," Nature Climate Change, Nature, vol. 4(11), pages 938-939, November.
    4. Philip J. Ward & Brenden Jongman & Jeroen C. J. H. Aerts & Paul D. Bates & Wouter J. W. Botzen & Andres Diaz Loaiza & Stephane Hallegatte & Jarl M. Kind & Jaap Kwadijk & Paolo Scussolini & Hessel C. W, 2017. "A global framework for future costs and benefits of river-flood protection in urban areas," Nature Climate Change, Nature, vol. 7(9), pages 642-646, September.
    5. Brenden Jongman & Stefan Hochrainer-Stigler & Luc Feyen & Jeroen C. J. H. Aerts & Reinhard Mechler & W. J. Wouter Botzen & Laurens M. Bouwer & Georg Pflug & Rodrigo Rojas & Philip J. Ward, 2014. "Increasing stress on disaster-risk finance due to large floods," Nature Climate Change, Nature, vol. 4(4), pages 264-268, April.
    6. M. K. Roxy & Subimal Ghosh & Amey Pathak & R. Athulya & Milind Mujumdar & Raghu Murtugudde & Pascal Terray & M. Rajeevan, 2017. "A threefold rise in widespread extreme rain events over central India," Nature Communications, Nature, vol. 8(1), pages 1-11, December.
    7. Martin Lampe & Dirk Willenbockel & Helal Ahammad & Elodie Blanc & Yongxia Cai & Katherine Calvin & Shinichiro Fujimori & Tomoko Hasegawa & Petr Havlik & Edwina Heyhoe & Page Kyle & Hermann Lotze-Campe, 2014. "Why do global long-term scenarios for agriculture differ? An overview of the AgMIP Global Economic Model Intercomparison," Agricultural Economics, International Association of Agricultural Economists, vol. 45(1), pages 3-20, January.
    8. H. Charles J. Godfray & Sherman Robinson, 2015. "Contrasting approaches to projecting long-run global food security," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 31(1), pages 26-44.
    9. Emily Boyd & Rachel A. James & Richard G. Jones & Hannah R. Young & Friederike E. L. Otto, 2017. "A typology of loss and damage perspectives," Nature Climate Change, Nature, vol. 7(10), pages 723-729, October.
    10. Gerald Nelson & Jessica Bogard & Keith Lividini & Joanne Arsenault & Malcolm Riley & Timothy B. Sulser & Daniel Mason-D’Croz & Brendan Power & David Gustafson & Mario Herrero & Keith Wiebe & Karen Coo, 2018. "Income growth and climate change effects on global nutrition security to mid-century," Nature Sustainability, Nature, vol. 1(12), pages 773-781, December.
    11. Guiling Wang & Dagang Wang & Kevin E. Trenberth & Amir Erfanian & Miao Yu & Michael G. Bosilovich & Dana T. Parr, 2017. "The peak structure and future changes of the relationships between extreme precipitation and temperature," Nature Climate Change, Nature, vol. 7(4), pages 268-274, April.
    12. Sajjad Eghdamirad & Fiona Johnson & Ashish Sharma, 2017. "Using second-order approximation to incorporate GCM uncertainty in climate change impact assessments," Climatic Change, Springer, vol. 142(1), pages 37-52, May.
    13. Robinson, Sherman & Mason-D’Croz, Daniel & Islam, Shahnila & Sulser, Timothy B. & Robertson, Richard D. & Zhu, Tingju & Gueneau, Arthur & Pitois, Gauthier & Rosegrant, Mark W., 2015. "The International Model for Policy Analysis of Agricultural Commodities and Trade (IMPACT): Model description for version 3," IFPRI discussion papers 1483, International Food Policy Research Institute (IFPRI).
    14. Reinhard Mechler, 2017. "Transparency for Loss and Damage," Nature Climate Change, Nature, vol. 7(10), pages 687-688, October.
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    2. Islam, AFM Tariqul & Islam, AKM Saiful & Islam, GM Tarekul & Bala, Sujit Kumar & Salehin, Mashfiqus & Choudhury, Apurba Kanti & Dey, Nepal C. & Hossain, Akbar, 2022. "Adaptation strategies to increase water productivity of wheat under changing climate," Agricultural Water Management, Elsevier, vol. 264(C).
    3. Syed Abu Shoaib & Muhammad Muhitur Rahman & Faisal I. Shalabi & Ammar Fayez Alshayeb & Ziad Nayef Shatnawi, 2022. "Climate Resilience and Environmental Sustainability: How to Integrate Dynamic Dimensions of Water Security Modeling," Agriculture, MDPI, vol. 12(2), pages 1-15, February.
    4. Yeni Budiawati & Ronnie S. Natawidjaja & Dhanan Sarwo Utomo & Tomy Perdana & Maman H. Karmana, 2024. "A systematic literature review on coping mechanisms and food security during pandemics," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 16(3), pages 551-570, June.

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