IDEAS home Printed from https://ideas.repec.org/a/wly/riskan/v40y2020i4p884-898.html
   My bibliography  Save this article

Simulating Behavioral Influences on Community Flood Risk under Future Climate Scenarios

Author

Listed:
  • Gina Tonn
  • Seth Guikema
  • Benjamin Zaitchik

Abstract

Flood risk is a function of both climate and human behavior, including individual and societal actions. For this reason, there is a need to incorporate both human and climatic components in models of flood risk. This study simulates behavioral influences on the evolution of community flood risk under different future climate scenarios using an agent‐based model (ABM). The objective is to understand better the ways, sometimes unexpected, that human behavior, stochastic floods, and community interventions interact to influence the evolution of flood risk. One historic climate scenario and three future climate scenarios are simulated using a case study location in Fargo, North Dakota. Individual agents can mitigate flood risk via household mitigation or by moving, based on decision rules that consider risk perception and coping perception. The community can mitigate or disseminate information to reduce flood risk. Results show that agent behavior and community action have a significant impact on the evolution of flood risk under different climate scenarios. In all scenarios, individual and community action generally result in a decline in damages over time. In a lower flood risk scenario, the decline is primarily due to agent mitigation, while in a high flood risk scenario, community mitigation and agent relocation are primary drivers of the decline. Adaptive behaviors offset some of the increase in flood risk associated with climate change, and under an extreme climate scenario, our model indicates that many agents relocate.

Suggested Citation

  • Gina Tonn & Seth Guikema & Benjamin Zaitchik, 2020. "Simulating Behavioral Influences on Community Flood Risk under Future Climate Scenarios," Risk Analysis, John Wiley & Sons, vol. 40(4), pages 884-898, April.
  • Handle: RePEc:wly:riskan:v:40:y:2020:i:4:p:884-898
    DOI: 10.1111/risa.13428
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/risa.13428
    Download Restriction: no

    File URL: https://libkey.io/10.1111/risa.13428?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Richard Dawson & Roger Peppe & Miao Wang, 2011. "An agent-based model for risk-based flood incident management," 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. 59(1), pages 167-189, October.
    2. Catherine H. Tinsley & Robin L. Dillon & Matthew A. Cronin, 2012. "How Near-Miss Events Amplify or Attenuate Risky Decision Making," Management Science, INFORMS, vol. 58(9), pages 1596-1613, September.
    3. Toon Haer & W. J. Wouter Botzen & Hans de Moel & Jeroen C. J. H. Aerts, 2017. "Integrating Household Risk Mitigation Behavior in Flood Risk Analysis: An Agent‐Based Model Approach," Risk Analysis, John Wiley & Sons, vol. 37(10), pages 1977-1992, October.
    4. Michael Siegrist & Heinz Gutscher, 2008. "Natural Hazards and Motivation for Mitigation Behavior: People Cannot Predict the Affect Evoked by a Severe Flood," Risk Analysis, John Wiley & Sons, vol. 28(3), pages 771-778, June.
    5. Haer, Toon & Botzen, W.J. Wouter & Aerts, Jeroen C.J.H., 2016. "The effectiveness of flood risk communication strategies and the influence of social networks—Insights from an agent-based model," Environmental Science & Policy, Elsevier, vol. 60(C), pages 44-52.
    6. Jessica Ludy & G. Kondolf, 2012. "Flood risk perception in lands “protected” by 100-year levees," 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. 61(2), pages 829-842, March.
    7. Miyuki Hino & Christopher B. Field & Katharine J. Mach, 2017. "Managed retreat as a response to natural hazard risk," Nature Climate Change, Nature, vol. 7(5), pages 364-370, May.
    8. Robin L. Dillon & Catherine H. Tinsley, 2008. "How Near-Misses Influence Decision Making Under Risk: A Missed Opportunity for Learning," Management Science, INFORMS, vol. 54(8), pages 1425-1440, August.
    9. Michael K. Lindell & Seong Nam Hwang, 2008. "Households' Perceived Personal Risk and Responses in a Multihazard Environment," Risk Analysis, John Wiley & Sons, vol. 28(2), pages 539-556, April.
    10. P. Bubeck & W. J. W. Botzen & J. C. J. H. Aerts, 2012. "A Review of Risk Perceptions and Other Factors that Influence Flood Mitigation Behavior," Risk Analysis, John Wiley & Sons, vol. 32(9), pages 1481-1495, September.
    11. Shuyeu Lin & Daigee Shaw & Ming-Chou Ho, 2008. "Why are flood and landslide victims less willing to take mitigation measures than the public?," 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. 44(2), pages 305-314, February.
    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. Weiwei Cao & Yi Yang & Jing Huang & Dianchen Sun & Gaofeng Liu, 2020. "Influential Factors Affecting Protective Coping Behaviors of Flood Disaster: A Case Study in Shenzhen, China," IJERPH, MDPI, vol. 17(16), pages 1-15, August.

    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. Gina L. Tonn & Seth D. Guikema, 2018. "An Agent‐Based Model of Evolving Community Flood Risk," Risk Analysis, John Wiley & Sons, vol. 38(6), pages 1258-1278, June.
    2. Alexa Tanner & Ryan Reynolds, 2020. "The near-miss of a tsunami and an emergency evacuation: the post-exposure effects on future emergency preparedness and evacuation intentions," 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. 104(2), pages 1679-1693, November.
    3. Binh, Phung Thanh & Zhu, Xueqin & Groeneveld, Rolf A. & van Ierland, Ekko C., 2020. "Risk communication, women’s participation and flood mitigation in Vietnam: An experimental study," Land Use Policy, Elsevier, vol. 95(C).
    4. Rebecca E. Morss & Julie L. Demuth & Ann Bostrom & Jeffrey K. Lazo & Heather Lazrus, 2015. "Flash Flood Risks and Warning Decisions: A Mental Models Study of Forecasters, Public Officials, and Media Broadcasters in Boulder, Colorado," Risk Analysis, John Wiley & Sons, vol. 35(11), pages 2009-2028, November.
    5. Delin Liu & Xiaole Chang & Siyu Wu & Yongling Zhang & Nana Kong & Xiaobing Zhang, 2024. "Influencing Factors of Urban Public Flood Emergency Evacuation Decision Behavior Based on Protection Motivation Theory: An Example from Jiaozuo City, China," Sustainability, MDPI, vol. 16(13), pages 1-15, June.
    6. Eoin O'Neill & Finbarr Brereton & Harutyun Shahumyan & J. Peter Clinch, 2016. "The Impact of Perceived Flood Exposure on Flood‐Risk Perception: The Role of Distance," Risk Analysis, John Wiley & Sons, vol. 36(11), pages 2158-2186, November.
    7. Joop de Boer & W. J. Wouter Botzen & Teun Terpstra, 2014. "Improving Flood Risk Communication by Focusing on Prevention‐Focused Motivation," Risk Analysis, John Wiley & Sons, vol. 34(2), pages 309-322, February.
    8. Ruud Zaalberg & Cees Midden & Anneloes Meijnders & Teddy McCalley, 2009. "Prevention, Adaptation, and Threat Denial: Flooding Experiences in the Netherlands," Risk Analysis, John Wiley & Sons, vol. 29(12), pages 1759-1778, December.
    9. Nicolás C. Bronfman & Pamela C. Cisternas & Paula B. Repetto & Javiera V. Castañeda & Eliana Guic, 2020. "Understanding the Relationship Between Direct Experience and Risk Perception of Natural Hazards," Risk Analysis, John Wiley & Sons, vol. 40(10), pages 2057-2070, October.
    10. Xuemei Fang & Liang Cao & Luyi Zhang & Binbin Peng, 2023. "Risk perception and resistance behavior intention of residents living near chemical industry parks: an empirical analysis in China," 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. 115(2), pages 1655-1675, January.
    11. Sebastian Seebauer & Philipp Babcicky, 2020. "The Sources of Belief in Personal Capability: Antecedents of Self‐Efficacy in Private Adaptation to Flood Risk," Risk Analysis, John Wiley & Sons, vol. 40(10), pages 1967-1982, October.
    12. Elisabeth Maidl & David N. Bresch & Matthias Buchecker, 2021. "Social integration matters: factors influencing natural hazard risk preparedness—a survey of Swiss households," 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. 105(2), pages 1861-1890, January.
    13. Ewa Lechowska, 2022. "Approaches in research on flood risk perception and their importance in flood risk management: a review," 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. 111(3), pages 2343-2378, April.
    14. Joop de Boer & W. J. Wouter Botzen & Teun Terpstra, 2015. "More Than Fear Induction: Toward an Understanding of People's Motivation to Be Well‐Prepared for Emergencies in Flood‐Prone Areas," Risk Analysis, John Wiley & Sons, vol. 35(3), pages 518-535, March.
    15. Cristóbal De La Maza & Alex Davis & Cleotilde Gonzalez & Inês Azevedo, 2019. "Understanding Cumulative Risk Perception from Judgments and Choices: An Application to Flood Risks," Risk Analysis, John Wiley & Sons, vol. 39(2), pages 488-504, February.
    16. Robin L. Dillon & Catherine H. Tinsley & William J. Burns, 2014. "Near‐Misses and Future Disaster Preparedness," Risk Analysis, John Wiley & Sons, vol. 34(10), pages 1907-1922, October.
    17. Wim Kellens & Teun Terpstra & Philippe De Maeyer, 2013. "Perception and Communication of Flood Risks: A Systematic Review of Empirical Research," Risk Analysis, John Wiley & Sons, vol. 33(1), pages 24-49, January.
    18. Toon Haer & W. J. Wouter Botzen & Hans de Moel & Jeroen C. J. H. Aerts, 2017. "Integrating Household Risk Mitigation Behavior in Flood Risk Analysis: An Agent‐Based Model Approach," Risk Analysis, John Wiley & Sons, vol. 37(10), pages 1977-1992, October.
    19. Keshun Zhang & Elizabeth J. Parks-Stamm & Yaqi Ji & Haiyan Wang, 2021. "Beyond Flood Preparedness: Effects of Experience, Trust, and Perceived Risk on Preparation Intentions and Financial Risk-Taking in China," Sustainability, MDPI, vol. 13(24), pages 1-14, December.
    20. Ewa Lechowska, 2018. "What determines flood risk perception? A review of factors of flood risk perception and relations between its basic elements," 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. 94(3), pages 1341-1366, December.

    More about this item

    Statistics

    Access and download statistics

    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:wly:riskan:v:40:y:2020:i:4:p:884-898. 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: Wiley Content Delivery (email available below). General contact details of provider: https://doi.org/10.1111/(ISSN)1539-6924 .

    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.