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A Decision Process for Optimizing Multi-Hazard Shelter Location Using Global Data

Author

Listed:
  • Sarah Godschall

    (Department of Civil & Environmental Engineering, Villanova University, Villanova, PA 19085, USA)

  • Virginia Smith

    (Department of Civil & Environmental Engineering, Villanova University, Villanova, PA 19085, USA)

  • Jonathan Hubler

    (Department of Civil & Environmental Engineering, Villanova University, Villanova, PA 19085, USA)

  • Peleg Kremer

    (Department of Geography& the Environment, Villanova University, Villanova, PA 19085, USA)

Abstract

Mitigating the effects of natural hazards through infrastructure planning requires integration of diverse types of information from a range of fields, including engineering, geography, social science, and geology. Challenges in data availability and previously siloed data have hindered the ability to obtain the information necessary to support decision making for disaster risk management. This is particularly challenging for areas susceptible to multiple types of natural hazards, especially in low-income communities that lack the resources for data collection. The data revolution is altering this landscape, due to the increased availability of remotely sensed data and global data repositories. This work seeks to leverage these advancements to develop a framework using open global datasets for identifying optimal locations for disaster relief shelters. The goal of this study is to empower low-income regions and make resilience more equitable by providing a multi-hazard shelter planning framework that is accessible to all decision-makers. The tool described integrates spatial multi-criteria decision analysis methods with a network analysis procedure to inform decisions regarding disaster shelter planning and siting.

Suggested Citation

  • Sarah Godschall & Virginia Smith & Jonathan Hubler & Peleg Kremer, 2020. "A Decision Process for Optimizing Multi-Hazard Shelter Location Using Global Data," Sustainability, MDPI, vol. 12(15), pages 1-20, August.
  • Handle: RePEc:gam:jsusta:v:12:y:2020:i:15:p:6252-:d:393996
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    References listed on IDEAS

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    1. Laura Mann, 2018. "Left to Other Peoples’ Devices? A Political Economy Perspective on the Big Data Revolution in Development," Development and Change, International Institute of Social Studies, vol. 49(1), pages 3-36, January.
    2. Toya, Hideki & Skidmore, Mark, 2007. "Economic development and the impacts of natural disasters," Economics Letters, Elsevier, vol. 94(1), pages 20-25, January.
    3. Frank Hanssen & Roel May & Jiska van Dijk & Jan Ketil Rød, 2018. "Spatial Multi-Criteria Decision Analysis Tool Suite for Consensus-Based Siting of Renewable Energy Structures," Journal of Environmental Assessment Policy and Management (JEAPM), World Scientific Publishing Co. Pte. Ltd., vol. 20(03), pages 1-28, September.
    4. Eleonora Giovene di Girasole & Daniele Cannatella, 2017. "Social Vulnerability to Natural Hazards in Urban Systems. An Application in Santo Domingo (Dominican Republic)," Sustainability, MDPI, vol. 9(11), pages 1-17, November.
    5. Mann, Laura, 2018. "Left to other peoples’ devices? A political economy perspective on the big data revolution in development," LSE Research Online Documents on Economics 85057, London School of Economics and Political Science, LSE Library.
    6. Aaron Opdyke & Amy Javernick-Will & Matthew Koschmann, 2018. "A Comparative Analysis of Coordination, Participation, and Training in Post-Disaster Shelter Projects," Sustainability, MDPI, vol. 10(11), pages 1-25, November.
    7. Valentina Gallina & Silvia Torresan & Alex Zabeo & Andrea Critto & Thomas Glade & Antonio Marcomini, 2020. "A Multi-Risk Methodology for the Assessment of Climate Change Impacts in Coastal Zones," Sustainability, MDPI, vol. 12(9), pages 1-28, May.
    8. De Silva, M.M.G.T. & Kawasaki, Akiyuki, 2018. "Socioeconomic Vulnerability to Disaster Risk: A Case Study of Flood and Drought Impact in a Rural Sri Lankan Community," Ecological Economics, Elsevier, vol. 152(C), pages 131-140.
    9. Andrew J Tatem & Abdisalan M Noor & Craig von Hagen & Antonio Di Gregorio & Simon I Hay, 2007. "High Resolution Population Maps for Low Income Nations: Combining Land Cover and Census in East Africa," PLOS ONE, Public Library of Science, vol. 2(12), pages 1-8, December.
    10. Thomas Stanley & Dalia B. Kirschbaum, 2017. "A heuristic approach to global landslide susceptibility mapping," 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. 87(1), pages 145-164, May.
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    1. Elkady, Sahar & Hernantes, Josune & Labaka, Leire, 2023. "Towards a resilient community: A decision support framework for prioritizing stakeholders' interaction areas," Reliability Engineering and System Safety, Elsevier, vol. 237(C).

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