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Assessing the resilience of multi-modal transportation networks with the integration of urban air mobility

Author

Listed:
  • Ma, Zhiao
  • Yang, Xin
  • Chen, Anthony
  • Zhu, Tianlei
  • Wu, Jianjun

Abstract

Low-altitude transportation offers innovative solutions to alleviate urban congestion while reshaping urban transportation structures. This shift is likely to impact the resilience of urban multi-modal transportation (UMT) networks, requiring new methods for effective assessment. This paper develops a constrained clustering model with neighborhood search, considering points of interest (POI) distribution, passenger flow and flight distance limit, to determine potential vertiport locations. Based on location selection results and existing public transportation structure, a multi-modal transportation network is constructed. Subsequently, percolation theory is employed to assess the UMT network resilience across various cascading failure scenarios. The results indicate that the integration of urban air mobility (UAM) can significantly enhance network connectivity by providing alternative pathways during emergencies. The findings of this study highlight the potential of UAM to strengthen UMT resilience, offering valuable insights for urban transportation design and management.

Suggested Citation

  • Ma, Zhiao & Yang, Xin & Chen, Anthony & Zhu, Tianlei & Wu, Jianjun, 2025. "Assessing the resilience of multi-modal transportation networks with the integration of urban air mobility," Transportation Research Part A: Policy and Practice, Elsevier, vol. 195(C).
    • Handle: RePEc:eee:transa:v:195:y:2025:i:c:s096585642500093x
    DOI: 10.1016/j.tra.2025.104465
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    1. Rajendran, Suchithra & Zack, Joshua, 2019. "Insights on strategic air taxi network infrastructure locations using an iterative constrained clustering approach," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 128(C), pages 470-505.
    2. Wei, Qinshuang & Gao, Zhenyu & Clarke, John-Paul & Topcu, Ufuk, 2024. "Risk-aware urban air mobility network design with overflow redundancy," Transportation Research Part B: Methodological, Elsevier, vol. 185(C).
    3. Ma, Zhiao & Yang, Xin & Wu, Jianjun & Chen, Anthony & Wei, Yun & Gao, Ziyou, 2022. "Measuring the resilience of an urban rail transit network: A multi-dimensional evaluation model," Transport Policy, Elsevier, vol. 129(C), pages 38-50.
    4. Wang, Nanxi & Wu, Min & Yuen, Kum Fai, 2023. "A novel method to assess urban multimodal transportation system resilience considering passenger demand and infrastructure supply," Reliability Engineering and System Safety, Elsevier, vol. 238(C).
    5. Zhang, Lin & Wen, Huiying & Lu, Jian & Lei, Da & Li, Shubin & Ukkusuri, Satish V., 2022. "Exploring cascading reliability of multi-modal public transit network based on complex networks," Reliability Engineering and System Safety, Elsevier, vol. 221(C).
    6. de Jong, Gerard & Daly, Andrew & Pieters, Marits & van der Hoorn, Toon, 2007. "The logsum as an evaluation measure: Review of the literature and new results," Transportation Research Part A: Policy and Practice, Elsevier, vol. 41(9), pages 874-889, November.
    7. Xu, Xiangdong & Chen, Anthony & Jansuwan, Sarawut & Yang, Chao & Ryu, Seungkyu, 2018. "Transportation network redundancy: Complementary measures and computational methods," Transportation Research Part B: Methodological, Elsevier, vol. 114(C), pages 68-85.
    8. Barahimi, Amir Hossein & Eydi, Alireza & Aghaie, Abdolah, 2021. "Multi-modal urban transit network design considering reliability: multi-objective bi-level optimization," Reliability Engineering and System Safety, Elsevier, vol. 216(C).
    9. Lu, Qing-Chang & Zhang, Lei & Xu, Peng-Cheng & Cui, Xin & Li, Jing, 2022. "Modeling network vulnerability of urban rail transit under cascading failures: A Coupled Map Lattices approach," Reliability Engineering and System Safety, Elsevier, vol. 221(C).
    10. Liting Chen & Sebastian Wandelt & Weibin Dai & Xiaoqian Sun, 2022. "Scalable Vertiport Hub Location Selection for Air Taxi Operations in a Metropolitan Region," INFORMS Journal on Computing, INFORMS, vol. 34(2), pages 834-856, March.
    11. Xu, Peng-Cheng & Lu, Qing-Chang & Xie, Chi & Cheong, Taesu, 2024. "Modeling the resilience of interdependent networks: The role of function dependency in metro and bus systems," Transportation Research Part A: Policy and Practice, Elsevier, vol. 179(C).
    12. Wang, Ting & Li, Yao & Jia, Bin & Long, Jiancheng, 2024. "An autonomous vehicle exclusive lane design problem under the mixed autonomy traffic environment: Model formulation and large-scale algorithm design," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 188(C).
    13. Xu, Xiangdong & Chen, Anthony & Xu, Guangming & Yang, Chao & Lam, William H.K., 2021. "Enhancing network resilience by adding redundancy to road networks," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 154(C).
    14. Kitthamkesorn, Songyot & Chen, Anthony, 2024. "Maximum capture problem for urban air mobility network design," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 187(C).
    15. Karimi, Sina & Karami, Hossein & Samadzad, Mahdi, 2024. "The role of travel satisfaction and attitudes toward travel modes in the prospect of adoption of urban air taxis: Evidence from a stated preference survey in Tehran," Transportation Research Part A: Policy and Practice, Elsevier, vol. 179(C).
    16. Wang, Longjian & Zheng, Shaoya & Wang, Yonggang & Wang, Longfei, 2021. "Identification of critical nodes in multimodal transportation network," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 580(C).
    17. Wang, Hui & Li, Feng & Jia, Bin & Gao, Ziyou & Liu, Jialin & Zhang, Hongliang & Song, Dongdong, 2024. "Enhancing the evacuation efficiency through the two-step optimization of train timetable and response vehicles during metro disruptions," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 188(C).
    18. Jiang, Yu & Li, Zhichao & Wang, Yasha & Xue, Qingwen, 2025. "Vertiport location for eVTOL considering multidimensional demand of urban air mobility: An application in Beijing," Transportation Research Part A: Policy and Practice, Elsevier, vol. 192(C).
    19. Zizhen Xu & Shauhrat S. Chopra, 2023. "Interconnectedness enhances network resilience of multimodal public transportation systems for Safe-to-Fail urban mobility," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
    20. Rath, Srushti & Chow, Joseph Y.J., 2022. "Air taxi skyport location problem with single-allocation choice-constrained elastic demand for airport access," Journal of Air Transport Management, Elsevier, vol. 105(C).
    21. Jin, Zhongyi & Ng, Kam K.H. & Zhang, Chenliang & Wu, Lingxiao & Li, Ang, 2024. "Integrated optimisation of strategic planning and service operations for urban air mobility systems," Transportation Research Part A: Policy and Practice, Elsevier, vol. 183(C).
    22. 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.
    23. Zhu, Tianlei & Yang, Xin & Ma, Zhiao & Gao, Jianxi & Wu, Jianjun, 2025. "Can a bottleneck capacity enhancement policy postpone infrastructure network collapse?," Transport Policy, Elsevier, vol. 163(C), pages 1-13.
    24. Pons-Prats, Jordi & Živojinović, Tanja & Kuljanin, Jovana, 2022. "On the understanding of the current status of urban air mobility development and its future prospects: Commuting in a flying vehicle as a new paradigm," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 166(C).
    25. Yang, Xin & Xue, Qiuchi & Ding, Meiling & Wu, Jianjun & Gao, Ziyou, 2021. "Short-term prediction of passenger volume for urban rail systems: A deep learning approach based on smart-card data," International Journal of Production Economics, Elsevier, vol. 231(C).
    26. Boddupalli, Sreekar-Shashank & Garrow, Laurie A. & German, Brian J. & Newman, Jeffrey P., 2024. "Mode choice modeling for an electric vertical takeoff and landing (eVTOL) air taxi commuting service," Transportation Research Part A: Policy and Practice, Elsevier, vol. 181(C).
    27. Tang, Junqing & Xu, Lei & Luo, Chunling & Ng, Tsan Sheng Adam, 2021. "Multi-disruption resilience assessment of rail transit systems with optimized commuter flows," Reliability Engineering and System Safety, Elsevier, vol. 214(C).
    28. D’Lima, Minette & Medda, Francesca, 2015. "A new measure of resilience: An application to the London Underground," Transportation Research Part A: Policy and Practice, Elsevier, vol. 81(C), pages 35-46.
    29. Peter Klimek & Sebastian Poledna & Stefan Thurner, 2019. "Quantifying economic resilience from input–output susceptibility to improve predictions of economic growth and recovery," Nature Communications, Nature, vol. 10(1), pages 1-9, December.
    30. Homayoun Hamedmoghadam & Mahdi Jalili & Hai L. Vu & Lewi Stone, 2021. "Percolation of heterogeneous flows uncovers the bottlenecks of infrastructure networks," Nature Communications, Nature, vol. 12(1), pages 1-10, December.
    31. Wang Kai & Alexandre Jacquillat & Vikrant Vaze, 2022. "Vertiport Planning for Urban Aerial Mobility: An Adaptive Discretization Approach," Manufacturing & Service Operations Management, INFORMS, vol. 24(6), pages 3215-3235, November.
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