IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v12y2020i15p6252-d393996.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/12/15/6252/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/12/15/6252/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    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. Toya, Hideki & Skidmore, Mark, 2007. "Economic development and the impacts of natural disasters," Economics Letters, Elsevier, vol. 94(1), pages 20-25, January.
    8. 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.
    9. 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.
    10. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    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).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Mar Llorente-Marrón & Montserrat Díaz-Fernández & Paz Méndez-Rodríguez & Rosario González Arias, 2020. "Social Vulnerability, Gender and Disasters. The Case of Haiti in 2010," Sustainability, MDPI, vol. 12(9), pages 1-21, April.
    2. Heimerl, Veronika & Raza, Werner, 2018. "Digitalization and development cooperation: An assessment of the debate and its implications for policy," Briefing Papers 19, Austrian Foundation for Development Research (ÖFSE).
    3. Omar Abu Hassim & Ismah Osman & Asmah Awal & Fhaisol Mat Amin, 2024. "Navigating the Path to Equitable and Sustainable Digital Agriculture among Small Farmers in Malaysia: A Comprehensive Review," Information Management and Business Review, AMH International, vol. 16(2), pages 173-188.
    4. Weerasekara, Sajeevani & Wilson, Clevo & Lee, Boon & Hoang, Viet-Ngu & Managi, Shunsuke & Rajapaksa, Darshana, 2021. "The impacts of climate induced disasters on the economy: Winners and losers in Sri Lanka," Ecological Economics, Elsevier, vol. 185(C).
    5. Elisabeth Simelton & Mariette McCampbell, 2021. "Do Digital Climate Services for Farmers Encourage Resilient Farming Practices? Pinpointing Gaps through the Responsible Research and Innovation Framework," Agriculture, MDPI, vol. 11(10), pages 1-27, September.
    6. Ali Bhagat & Leanne Roderick, 2020. "Banking on refugees: Racialized expropriation in the fintech era," Environment and Planning A, , vol. 52(8), pages 1498-1515, November.
    7. Viera Magalhães, João & Couldry, Nick, 2021. "Giving by taking away: big tech, data colonialism and the reconfiguration of social good," LSE Research Online Documents on Economics 107516, London School of Economics and Political Science, LSE Library.
    8. Julien Mercille, 2021. "Inclusive Smart Cities: Beyond Voluntary Corporate Data Sharing," Sustainability, MDPI, vol. 13(15), pages 1-13, July.
    9. Mohammad Ilbeigi & Sarath Chandra K. Jagupilla, 2020. "An Empirical Analysis of Association between Socioeconomic Factors and Communities’ Exposure to Natural Hazards," Sustainability, MDPI, vol. 12(16), pages 1-13, August.
    10. Xing Wei, 2024. "Data-Driven Revolution: Advancing Scientific and Technological Innovation in Chinese A-Share Listed Companies," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(3), pages 9975-10002, September.
    11. Cécile Couharde & Rémi Generoso, 2015. "Hydro-climatic thresholds and economic growth reversals in developing countries: an empirical investigation," EconomiX Working Papers 2015-26, University of Paris Nanterre, EconomiX.
    12. van Bergeijk, P.A.G. & Lazzaroni, S., 2013. "Macroeconomics of natural disasters," ISS Working Papers - General Series 50075, International Institute of Social Studies of Erasmus University Rotterdam (ISS), The Hague.
    13. Antoci, Angelo & Galdi, Giulio & Russu, Paolo, 2022. "Environmental degradation and comparative advantage reversal," Socio-Economic Planning Sciences, Elsevier, vol. 82(PA).
    14. Gignoux, Jérémie & Menéndez, Marta, 2016. "Benefit in the wake of disaster: Long-run effects of earthquakes on welfare in rural Indonesia," Journal of Development Economics, Elsevier, vol. 118(C), pages 26-44.
    15. Xiaobing Yu & Hong Chen & Chenliang Li, 2019. "Evaluate Typhoon Disasters in 21st Century Maritime Silk Road by Super-Efficiency DEA," IJERPH, MDPI, vol. 16(9), pages 1-10, May.
    16. Yao-bin Wang & Jin-hang Zhao & Rong Yao & Rui-tao Zhao & Ying Li, 2022. "Risk of Poverty Returning to the Tibetan Area of Gansu Province in China," Sustainability, MDPI, vol. 14(18), pages 1-21, September.
    17. -, 2014. "Handbook for disaster assessment," Libros y Documentos Institucionales, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 36823 edited by Eclac.
    18. Rio Yonson & Ilan Noy & JC Gaillard, 2018. "The measurement of disaster risk: An example from tropical cyclones in the Philippines," Review of Development Economics, Wiley Blackwell, vol. 22(2), pages 736-765, May.
    19. Jesus Crespo Cuaresma, 2010. "Natural Disasters and Human Capital Accumulation," The World Bank Economic Review, World Bank, vol. 24(2), pages 280-302, July.
    20. Edward B. Barbier, 2016. "The Protective Value of Estuarine and Coastal Ecosystem Services in a Wealth Accounting Framework," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 64(1), pages 37-58, May.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:12:y:2020:i:15:p:6252-:d:393996. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.