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A Dual-Layer Complex Network-Based Quantitative Flood Vulnerability Assessment Method of Transportation Systems

Author

Listed:
  • Jiayu Ding

    (School of Future Technology, China University of Geosciences, Wuhan 430074, China
    Hubei Key Laboratory of Intelligent Geo-Information Processing, China University of Geosciences, Wuhan 430074, China)

  • Yuewei Wang

    (Hubei Key Laboratory of Intelligent Geo-Information Processing, China University of Geosciences, Wuhan 430074, China
    School of Computer Science, China University of Geosciences, Wuhan 430074, China)

  • Chaoyue Li

    (School of Future Technology, China University of Geosciences, Wuhan 430074, China)

Abstract

Evaluating the vulnerability of urban transportation systems to flood disasters can provide scientific support for urban disaster prevention and mitigation. Current methods for assessing the flood vulnerability of urban roads often overlook the internal relationships within the complex spatial composition of road networks and surface structures. In this study, based on the theory of complex networks, a dual-layer network assessment model is established for evaluating the flood vulnerability of urban transportation systems by coupling basic geographic data with road network vector data. Unlike traditional methods, this model considers the complex relationship between road network structures and ground surfaces, uncovering a correlation between road network structure and road flood vulnerability. By utilizing this model, the flood vulnerability of road networks in Shenzhen, as well as the city’s spatial flood vulnerability, are quantitatively assessed. Based on the quantitative results, we create maps illustrating the distribution of road and spatial flood vulnerability in Shenzhen. The study results reflect that roads highly vulnerable to flooding are mainly located in the central urban area of the southwest, with the flood vulnerability spatially concentrated primarily in the northern and western regions. Using data from government reports, news stories, and other sources over the past five years, we compile recorded instances of urban waterlogging. The quantitative results of the model are consistent with the distribution trend in recorded waterlogging points, indicating that the model’s outcomes are authentic and reliable.

Suggested Citation

  • Jiayu Ding & Yuewei Wang & Chaoyue Li, 2024. "A Dual-Layer Complex Network-Based Quantitative Flood Vulnerability Assessment Method of Transportation Systems," Land, MDPI, vol. 13(6), pages 1-27, May.
    • Handle: RePEc:gam:jlands:v:13:y:2024:i:6:p:753-:d:1403616
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    References listed on IDEAS

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    1. Roy Brouwer & Sonia Akter & Luke Brander & Enamul Haque, 2007. "Socioeconomic Vulnerability and Adaptation to Environmental Risk: A Case Study of Climate Change and Flooding in Bangladesh," Risk Analysis, John Wiley & Sons, vol. 27(2), pages 313-326, April.
    2. Balijepalli, Chandra & Oppong, Olivia, 2014. "Measuring vulnerability of road network considering the extent of serviceability of critical road links in urban areas," Journal of Transport Geography, Elsevier, vol. 39(C), pages 145-155.
    3. Jiake Li & Jiayu Gao & Ning Li & Yutong Yao & Yishuo Jiang, 2023. "Risk Assessment and Management Method of Urban Flood Disaster," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 37(5), pages 2001-2018, March.
    4. Bhanu Yerra & David Levinson, 2005. "The emergence of hierarchy in transportation networks," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 39(3), pages 541-553, September.
    5. B. Berche & C. von Ferber & T. Holovatch & Yu. Holovatch, 2009. "Resilience of public transport networks against attacks," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 71(1), pages 125-137, September.
    6. Yaoming Zhou & Jiuh‐Biing Sheu & Junwei Wang, 2017. "Robustness Assessment of Urban Road Network with Consideration of Multiple Hazard Events," Risk Analysis, John Wiley & Sons, vol. 37(8), pages 1477-1494, August.
    7. Chris Shughrue & Karen C. Seto, 2018. "Systemic vulnerabilities of the global urban-industrial network to hazards," Climatic Change, Springer, vol. 151(2), pages 173-187, November.
    8. Jenelius, Erik, 2009. "Network structure and travel patterns: explaining the geographical disparities of road network vulnerability," Journal of Transport Geography, Elsevier, vol. 17(3), pages 234-244.
    9. Abhas K. Jha & Robin Bloch & Jessica Lamond, . "Cities and Flooding : A Guide to Integrated Urban Flood Risk Management for the 21st Century [Ciudades e Inundaciones : guía para la gestión integrada del riesgo de inundaciones en ciudades en el S," World Bank Publications, The World Bank, number 2241, September.
    10. Robert Herman & Siamak Ardekani, 1984. "Characterizing Traffic Conditions in Urban Areas," Transportation Science, INFORMS, vol. 18(2), pages 101-140, May.
    11. Zhaopei Zheng & Shanzhong Qi & Yuetong Xu, 2013. "Questionable frequent occurrence of urban flood hazards in modern cities of 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. 65(1), pages 1009-1010, January.
    12. Shalvi Sharma & Sewa Ram, 2023. "Investigation of Road Network Connectivity and Accessibility in Less Accessible Airport Regions: The Case of India," Sustainability, MDPI, vol. 15(7), pages 1-15, March.
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