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A mass evacuation modeling framework to account for vulnerabilities in staged evacuation

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  • Alam, MD Jahedul
  • Habib, Muhammad Ahsanul

Abstract

This study develops a framework for mass evacuation modeling that considers staged evacuation in response to an impending hurricane for testing and evaluation. The study follows two-stage modeling processes: (1) developing a fuzzy logic-based staged evacuation model that informs staged evacuation scenario building process, and (2) developing a traffic microsimulation model to test and evaluate staged evacuation scenarios. The staged evacuation model ascertains a vulnerability-based zonal prioritization while accounting for geophysical, social, and mobility challenges utilizing the vulnerability-index. Simulation results suggest that average travel time in staged evacuation decreases by 39.5% compared to evacuation without any countermeasure applied. The staged evacuation process demonstrates a decrease of 0.3–4.8 h in clearance time for most zones. The application of vulnerability-index for prioritization enables an efficient evacuation of high-risk areas. For example, Downtown-district is prioritized due to high vulnerability-index yielding a 2.8-hour decrease in clearance time for 50% of downtown-zones. The results will help emergency professionals understand the necessity of incorporating priority needs of vulnerable populations into staged evacuation implementation, testing, and evaluation.

Suggested Citation

  • Alam, MD Jahedul & Habib, Muhammad Ahsanul, 2024. "A mass evacuation modeling framework to account for vulnerabilities in staged evacuation," Transportation Research Part A: Policy and Practice, Elsevier, vol. 190(C).
  • Handle: RePEc:eee:transa:v:190:y:2024:i:c:s0965856424002933
    DOI: 10.1016/j.tra.2024.104245
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    1. Nathan Wood & Christopher Burton & Susan Cutter, 2010. "Community variations in social vulnerability to Cascadia-related tsunamis in the U.S. Pacific Northwest," 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. 52(2), pages 369-389, February.
    2. X Chen & F B Zhan, 2008. "Agent-based modelling and simulation of urban evacuation: relative effectiveness of simultaneous and staged evacuation strategies," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 59(1), pages 25-33, January.
    3. Whitefield, Patricia, 2006. "LEFT BEHIND: THE DILEMMA of TRANSIT for the DISABLED and the POOR in a DISASTER," 47th Annual Transportation Research Forum, New York, New York, March 23-25, 2006 208031, Transportation Research Forum.
    4. Sven Fuchs & Christian Kuhlicke & Volker Meyer, 2011. "Editorial for the special issue: vulnerability to natural hazards—the challenge of integration," 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. 58(2), pages 609-619, August.
    5. D R Bish & H D Sherali & A G Hobeika, 2014. "Optimal evacuation planning using staging and routing," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 65(1), pages 124-140, January.
    6. Sadri, Arif Mohaimin & Ukkusuri, Satish V. & Gladwin, Hugh, 2017. "Modeling joint evacuation decisions in social networks: The case of Hurricane Sandy," Journal of choice modelling, Elsevier, vol. 25(C), pages 50-60.
    7. Manik Mahapatra & Ratheesh Ramakrishnan & A. Rajawat, 2015. "Coastal vulnerability assessment using analytical hierarchical process for South Gujarat coast, India," 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. 76(1), pages 139-159, March.
    8. Stanley Smith & Chris McCarty, 2009. "Fleeing the storm(s): an examination of evacuation behavior during florida’s 2004 hurricane season," Demography, Springer;Population Association of America (PAA), vol. 46(1), pages 127-145, February.
    9. S. Balica & N. Wright & F. Meulen, 2012. "A flood vulnerability index for coastal cities and its use in assessing climate change impacts," 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. 64(1), pages 73-105, October.
    10. Satish V. Ukkusuri & Samiul Hasan & Binh Luong & Kien Doan & Xianyuan Zhan & Pamela Murray-Tuite & Weihao Yin, 2017. "A-RESCUE: An Agent based Regional Evacuation Simulator Coupled with User Enriched Behavior," Networks and Spatial Economics, Springer, vol. 17(1), pages 197-223, March.
    11. Lisa Rygel & David O’sullivan & Brent Yarnal, 2006. "A Method for Constructing a Social Vulnerability Index: An Application to Hurricane Storm Surges in a Developed Country," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 11(3), pages 741-764, May.
    12. Michael K. Lindell & Ronald W. Perry, 2012. "The Protective Action Decision Model: Theoretical Modifications and Additional Evidence," Risk Analysis, John Wiley & Sons, vol. 32(4), pages 616-632, April.
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