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Single-family housing inventory projection method for natural hazard risk modeling applications

Author

Listed:
  • Caroline J. Williams

    (University of Delaware)

  • Rachel A. Davidson

    (University of Delaware)

  • Linda K. Nozick

    (Cornell University)

  • Meghan Millea

    (East Carolina University)

  • Jamie L. Kruse

    (East Carolina University)

  • Joseph E. Trainor

    (University of Delaware)

Abstract

Today’s regional natural hazards loss models rarely incorporate changes in a region’s built environment over time, and thus likely misestimate a region’s natural hazard risk. Of the existing natural hazard loss models that incorporate changes in the built environment, none are developed at an adequately granular spatiotemporal scale that is appropriate for regional (multi-county) natural hazards loss modeling. This work presents the new Housing Inventory Projection (HIP) method for estimating changes in a region’s housing inventory for natural hazards loss modeling purposes. The method includes two modules: (1) the Regional Annual County-Level Housing module, which estimates the annual number of housing units per county over a multi-county region and multi-decadal projection period, and (2) the Single-family Location Estimation module, which estimates the likely location of future single-family housing units across a subcounty grid space. While the HIP method can be applied over a range of spatiotemporal scales, we present a case study that estimates the number of single-family houses per 1 km2 grid cell in the state of North Carolina for each year from 2020 to 2049. We then used these projections to estimate how a future housing stock would experience a Hurricane Florence-type event. Future housing projections suggest that between 2020 and 2049, nearly 2900 new houses will be built, each year, in areas that experienced at least two feet of flooding following Hurricane Florence.

Suggested Citation

  • Caroline J. Williams & Rachel A. Davidson & Linda K. Nozick & Meghan Millea & Jamie L. Kruse & Joseph E. Trainor, 2023. "Single-family housing inventory projection method for natural hazard risk modeling applications," 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. 119(1), pages 409-434, October.
    • Handle: RePEc:spr:nathaz:v:119:y:2023:i:1:d:10.1007_s11069-023-06132-5
    DOI: 10.1007/s11069-023-06132-5
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    1. Mathew E. Hauer & Jason M. Evans & Deepak R. Mishra, 2016. "Millions projected to be at risk from sea-level rise in the continental United States," Nature Climate Change, Nature, vol. 6(7), pages 691-695, July.
    2. Oliver E. J. Wing & William Lehman & Paul D. Bates & Christopher C. Sampson & Niall Quinn & Andrew M. Smith & Jeffrey C. Neal & Jeremy R. Porter & Carolyn Kousky, 2022. "Inequitable patterns of US flood risk in the Anthropocene," Nature Climate Change, Nature, vol. 12(2), pages 156-162, February.
    3. Ashley C. Freeman & Walker S. Ashley, 2017. "Changes in the US hurricane disaster landscape: the relationship between risk and exposure," 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. 88(2), pages 659-682, September.
    4. Eda Ustaoglu & Carlo Lavalle, 2017. "Examining lag effects between industrial land development and regional economic changes: The Netherlands experience," PLOS ONE, Public Library of Science, vol. 12(9), pages 1-34, September.
    5. Jie Song & Xinyu Fu & Ruoniu Wang & Zhong-Ren Peng & Zongni Gu, 2018. "Does planned retreat matter? Investigating land use change under the impacts of flooding induced by sea level rise," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 23(5), pages 703-733, June.
    6. Alex P. Ferguson & Walker S. Ashley, 2017. "Spatiotemporal analysis of residential flood exposure in the Atlanta, Georgia metropolitan area," 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(2), pages 989-1016, June.
    7. Haiganoush K. Preisler & Benjamin P. Bryant & Anthony L. Westerling, 2014. "Scenarios for future wildfire risk in California: links between changing demography, land use, climate, and wildfire," Environmetrics, John Wiley & Sons, Ltd., vol. 25(6), pages 454-471, September.
    8. repec:rre:publsh:v:35:y:2005:i:3:p:311-35 is not listed on IDEAS
    9. Rifat, Shaikh Abdullah Al & Liu, Weibo, 2022. "Predicting future urban growth scenarios and potential urban flood exposure using Artificial Neural Network-Markov Chain model in Miami Metropolitan Area," Land Use Policy, Elsevier, vol. 114(C).
    10. Stephen Strader & Walker Ashley & James Walker, 2015. "Changes in volcanic hazard exposure in the Northwest USA from 1940 to 2100," 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. 77(2), pages 1365-1392, June.
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