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Understanding climate-induced migration through computational modeling: A critical overview with guidance for future efforts

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  • Charlotte Till
  • Jamie Haverkamp
  • Devin White
  • Budhendra Bhaduri

Abstract

Climate change has the potential to displace large populations in many parts of the developed and developing world. Understanding why, how, and when environmental migrants decide to move is critical to successful strategic planning within organizations tasked with helping the affected groups, and mitigating their systemic impacts. One way to support planning is through the employment of computational modeling techniques. Models can provide a window into possible futures, allowing planners and decision makers to test different scenarios in order to understand what might happen. While modeling is a powerful tool, it presents both opportunities and challenges. This paper builds a foundation for the broader community of model consumers and developers by: providing an overview of pertinent climate-induced migration research, describing some different types of models and how to select the most relevant one(s), highlighting three perspectives on obtaining data to use in said model(s), and the consequences associated with each. It concludes with two case studies based on recent research that illustrate what can happen when ambitious modeling efforts are undertaken without sufficient planning, oversight, and interdisciplinary collaboration. We hope that the broader community can learn from our experiences and apply this knowledge to their own modeling research efforts.

Suggested Citation

  • Charlotte Till & Jamie Haverkamp & Devin White & Budhendra Bhaduri, 2018. "Understanding climate-induced migration through computational modeling: A critical overview with guidance for future efforts," The Journal of Defense Modeling and Simulation, , vol. 15(4), pages 415-435, October.
  • Handle: RePEc:sae:joudef:v:15:y:2018:i:4:p:415-435
    DOI: 10.1177/1548512916679038
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    1. Yan, Dan & Schneider, Uwe A. & Schmid, Erwin & Huang, He Qing & Pan, Lihu & Dilly, Oliver, 2013. "Interactions between land use change, regional development, and climate change in the Poyang Lake district from 1985 to 2035," Agricultural Systems, Elsevier, vol. 119(C), pages 10-21.
    2. Barton, C. Michael & Ullah, Isaac I.T. & Bergin, Sean M. & Mitasova, Helena & Sarjoughian, Hessam, 2012. "Looking for the future in the past: Long-term change in socioecological systems," Ecological Modelling, Elsevier, vol. 241(C), pages 42-53.
    3. Poteete, Amy R. & Ostrom, Elinor, 2008. "Fifteen Years of Empirical Research on Collective Action in Natural Resource Management: Struggling to Build Large-N Databases Based on Qualitative Research," World Development, Elsevier, vol. 36(1), pages 176-195, January.
    4. Luca Marchiori & Ingmar Schumacher, 2011. "When nature rebels: international migration, climate change, and inequality," Journal of Population Economics, Springer;European Society for Population Economics, vol. 24(2), pages 569-600, April.
    5. K. Warner & M. Hamza & A. Oliver-Smith & F. Renaud & A. Julca, 2010. "Climate change, environmental degradation and migration," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 55(3), pages 689-715, December.
    6. Everett Lee, 1966. "A theory of migration," Demography, Springer;Population Association of America (PAA), vol. 3(1), pages 47-57, March.
    7. Klaiber, H. Allen, 2014. "Migration and household adaptation to climate: A review of empirical research," Energy Economics, Elsevier, vol. 46(C), pages 539-547.
    8. Robert Kates, 2000. "Cautionary Tales: Adaptation and the Global Poor," Climatic Change, Springer, vol. 45(1), pages 5-17, April.
    9. Ellen Wall & Barry Smit, 2006. "Agricultural adaptation to climate change in the news," International Journal of Sustainable Development, Inderscience Enterprises Ltd, vol. 9(4), pages 355-369.
    10. Hassani-Mahmooei, Behrooz & Parris, Brett W., 2012. "Climate change and internal migration patterns in Bangladesh: an agent-based model," Environment and Development Economics, Cambridge University Press, vol. 17(6), pages 763-780, December.
    11. Shrestha, Nanda R., 1987. "Institutional policies and migration behavior: A selective review," World Development, Elsevier, vol. 15(3), pages 329-345, March.
    12. Richard Black & Stephen R. G. Bennett & Sandy M. Thomas & John R. Beddington, 2011. "Migration as adaptation," Nature, Nature, vol. 478(7370), pages 447-449, October.
    13. Midgley, David & Marks, Robert & Kunchamwar, Dinesh, 2007. "Building and assurance of agent-based models: An example and challenge to the field," Journal of Business Research, Elsevier, vol. 60(8), pages 884-893, August.
    14. Barry Smit & Ian Burton & Richard Klein & J. Wandel, 2000. "An Anatomy of Adaptation to Climate Change and Variability," Climatic Change, Springer, vol. 45(1), pages 223-251, April.
    15. Hassani-Mahmooei, Behrooz & Parris, Brett W., 2013. "Resource scarcity, effort allocation and environmental security: An agent-based theoretical approach," Economic Modelling, Elsevier, vol. 30(C), pages 183-192.
    16. John Sterman, 2011. "Communicating climate change risks in a skeptical world," Climatic Change, Springer, vol. 108(4), pages 811-826, October.
    17. Aurbacher, Joachim & Parker, Phillip S. & Calberto Sánchez, Germán A. & Steinbach, Jennifer & Reinmuth, Evelyn & Ingwersen, Joachim & Dabbert, Stephan, 2013. "Influence of climate change on short term management of field crops – A modelling approach," Agricultural Systems, Elsevier, vol. 119(C), pages 44-57.
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