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Large-scale modeling of hurricane flooding and disrupted infrastructure impacts on accessibility to critical facilities

Author

Listed:
  • Alam, Md. Shaharier
  • Kim, Kyusik
  • Horner, Mark W.
  • Alisan, Onur
  • Antwi, Richard
  • Ozguven, Eren Erman

Abstract

Post-hurricane accessibility to critical facilities is crucial for accelerating the recovery process, which can often be disrupted by hurricane-induced flooding. The State of Florida is especially vulnerable to flooding accompanied by hurricanes, which leads to significant roadway closures and accessibility challenges that require special attention. As such, this research aims to analyze changes in accessibility to critical facilities due to Hurricane Irma-induced flooding. Accordingly, this research aims to compare the average accessibility changes to critical facilities for vulnerable populations, including older people, disabled people, and older people with a disability with the general population. To accomplish these goals, flood mapping was done by analyzing Sentinel-1 images before and after Hurricane Irma (2017) using Google Earth Engine. The accessibility change from block groups to critical facilities was analyzed using a cumulative opportunities approach in GIS, considering flooded areas as the barriers, which were later aggregated to the county level. Finally, employing the population-weighted average accessibility method, a comparison of accessibility change of vulnerable and general populations was conducted. The result shows that 1193.80 square km of areas in 43 counties of Florida, mostly in the southern portions, were affected by flooding after Hurricane Irma. Later, the accessibility changes to critical facilities considering 15-min and 30-min travel time thresholds are presented and visualized. The county-wise change in accessibility of vulnerable and general populations was also computed. The knowledge acquired from this research can improve the development of efficient and equitable post-disaster recovery plans.

Suggested Citation

  • Alam, Md. Shaharier & Kim, Kyusik & Horner, Mark W. & Alisan, Onur & Antwi, Richard & Ozguven, Eren Erman, 2024. "Large-scale modeling of hurricane flooding and disrupted infrastructure impacts on accessibility to critical facilities," Journal of Transport Geography, Elsevier, vol. 116(C).
  • Handle: RePEc:eee:jotrge:v:116:y:2024:i:c:s0966692324000619
    DOI: 10.1016/j.jtrangeo.2024.103852
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    References listed on IDEAS

    as
    1. Avantika Gori & Ning Lin & Dazhi Xi & Kerry Emanuel, 2022. "Publisher Correction: Tropical cyclone climatology change greatly exacerbates US extreme rainfall–surge hazard," Nature Climate Change, Nature, vol. 12(5), pages 491-491, May.
    2. Sohn, Jungyul, 2006. "Evaluating the significance of highway network links under the flood damage: An accessibility approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 40(6), pages 491-506, July.
    3. Anamaria Bukvic & Julia Gohlke & Aishwarya Borate & Jessica Suggs, 2018. "Aging in Flood-Prone Coastal Areas: Discerning the Health and Well-Being Risk for Older Residents," IJERPH, MDPI, vol. 15(12), pages 1-25, December.
    4. Wachs, Martin & Kumagai, T. Gordon, 1973. "Physical accessibility as a social indicator," Socio-Economic Planning Sciences, Elsevier, vol. 7(5), pages 437-456, October.
    5. Boisjoly, Geneviève & El-Geneidy, Ahmed, 2016. "Daily fluctuations in transit and job availability: A comparative assessment of time-sensitive accessibility measures," Journal of Transport Geography, Elsevier, vol. 52(C), pages 73-81.
    6. Gangwal, Utkarsh & Dong, Shangjia, 2022. "Critical facility accessibility rapid failure early-warning detection and redundancy mapping in urban flooding," Reliability Engineering and System Safety, Elsevier, vol. 224(C).
    7. Kerry Emanuel, 2021. "Atlantic tropical cyclones downscaled from climate reanalyses show increasing activity over past 150 years," Nature Communications, Nature, vol. 12(1), pages 1-8, December.
    8. Thomas Wahl & Shaleen Jain & Jens Bender & Steven D. Meyers & Mark E. Luther, 2015. "Increasing risk of compound flooding from storm surge and rainfall for major US cities," Nature Climate Change, Nature, vol. 5(12), pages 1093-1097, December.
    9. Mahyar Ghorbanzadeh & Mohammadreza Koloushani & Mehmet Baran Ulak & Eren Erman Ozguven & Reza Arghandeh Jouneghani, 2020. "Statistical and Spatial Analysis of Hurricane-induced Roadway Closures and Power Outages," Energies, MDPI, vol. 13(5), pages 1-18, March.
    10. Jieya Yang & Onur Alisan & Mengdi Ma & Eren Erman Ozguven & Wenrui Huang & Linoj Vijayan, 2023. "Spatial Accessibility Analysis of Emergency Shelters with a Consideration of Sea Level Rise in Northwest Florida," Sustainability, MDPI, vol. 15(13), pages 1-22, June.
    11. Kapatsila, Bogdan & Palacios, Manuel Santana & Grisé, Emily & El-Geneidy, Ahmed, 2023. "Resolving the accessibility dilemma: Comparing cumulative and gravity-based measures of accessibility in eight Canadian cities," Journal of Transport Geography, Elsevier, vol. 107(C).
    12. Mark Horner & Michael Widener, 2011. "The effects of transportation network failure on people’s accessibility to hurricane disaster relief goods: a modeling approach and application to a Florida case study," 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(3), pages 1619-1634, December.
    13. Ayberk Kocatepe & Mehmet Baran Ulak & Grzegorz Kakareko & Eren Erman Ozguven & Sungmoon Jung & Reza Arghandeh, 2019. "Measuring the accessibility of critical facilities in the presence of hurricane-related roadway closures and an approach for predicting future roadway disruptions," 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. 95(3), pages 615-635, February.
    14. Avantika Gori & Ning Lin & Dazhi Xi & Kerry Emanuel, 2022. "Tropical cyclone climatology change greatly exacerbates US extreme rainfall–surge hazard," Nature Climate Change, Nature, vol. 12(2), pages 171-178, February.
    15. Reza Marsooli & Ning Lin & Kerry Emanuel & Kairui Feng, 2019. "Climate change exacerbates hurricane flood hazards along US Atlantic and Gulf Coasts in spatially varying patterns," Nature Communications, Nature, vol. 10(1), pages 1-9, December.
    16. Jayajit Chakraborty & Ashley A. McAfee & Timothy W. Collins & Sara E. Grineski, 2021. "Exposure to Hurricane Harvey flooding for subsidized housing residents of Harris County, Texas," 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. 106(3), pages 2185-2205, April.
    17. Jean-François Pekel & Andrew Cottam & Noel Gorelick & Alan S. Belward, 2016. "High-resolution mapping of global surface water and its long-term changes," Nature, Nature, vol. 540(7633), pages 418-422, December.
    18. Jieya Yang & Linoj Vijayan & Mahyar Ghorbanzadeh & Onur Alisan & Eren Erman Ozguven & Wenrui Huang & Simone Burns, 2023. "Integrating storm surge modeling and accessibility analysis for planning of special-needs hurricane shelters in Panama City, Florida," Transportation Planning and Technology, Taylor & Francis Journals, vol. 46(2), pages 241-261, February.
    19. Diana Mitsova & Ann-Margaret Esnard & Alka Sapat & Betty S. Lai, 2018. "Socioeconomic vulnerability and electric power restoration timelines in Florida: the case of Hurricane Irma," 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(2), pages 689-709, November.
    20. Scott, Darren M. & Horner, Mark W., 2008. "Examining The Role of Urban Form In Shaping People’s Accessibility to Opportunities: An Exploratory Spatial Data Analysis," The Journal of Transport and Land Use, Center for Transportation Studies, University of Minnesota, vol. 1(2), pages 89-119.
    21. Alexander J. Miller & Mauricio E. Arias & Sergio Alvarez, 2021. "Built environment and agricultural value at risk from Hurricane Irma flooding in Florida (USA)," 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. 109(2), pages 1327-1348, November.
    22. Kelobonye, Keone & Zhou, Heng & McCarney, Gary & Xia, Jianhong (Cecilia), 2020. "Measuring the accessibility and spatial equity of urban services under competition using the cumulative opportunities measure," Journal of Transport Geography, Elsevier, vol. 85(C).
    23. Neutens, Tijs, 2015. "Accessibility, equity and health care: review and research directions for transport geographers," Journal of Transport Geography, Elsevier, vol. 43(C), pages 14-27.
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