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Data-driven static and dynamic resilience assessment of the global liner shipping network

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  1. Cao, Yuhao & Xin, Xuri & Jarumaneeroj, Pisit & Li, Huanhuan & Feng, Yinwei & Wang, Jin & Wang, Xinjian & Pyne, Robyn & Yang, Zaili, 2025. "Data-driven resilience analysis of the global container shipping network against two cascading failures," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 193(C).
  2. Yang, Yitao & Jia, Bin & Yan, Xiao-Yong & Zhi, Danyue & Song, Dongdong & Chen, Yan & de Bok, Michiel & Tavasszy, Lóránt A. & Gao, Ziyou, 2023. "Uncovering and modeling the hierarchical organization of urban heavy truck flows," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 179(C).
  3. Su, Han & Wang, Liehui & Zhang, Sheng & Du, Debin & Ducruet, Cesar, 2025. "From fragmentation to integration: Evolving community structure of the Asia-Pacific shipping network since 1890," Journal of Transport Geography, Elsevier, vol. 128(C).
  4. Xiangyu Huang & Zhongwei Wang & Yan Pang & Wujun Tian, 2025. "Evolution of Disruption Resilience in the Wood Forest Products Trade Network, Considering the Propagation of Disruption Risks and Underload Cascading Failure," Sustainability, MDPI, vol. 17(6), pages 1-28, March.
  5. Hamdan, Sadeque & Feillet, Dominique & Cheaitou, Ali & Cariou, Pierre & Brahimi, Nadjib, 2025. "Optimizing Asia–Europe container network: The Suez Canal and Cape of Good Hope routes in a changing world," European Journal of Operational Research, Elsevier, vol. 325(1), pages 167-188.
  6. Zhao, Yulan & Ma, Xiaoxue & Qiao, Weiliang & Han, Bing, 2025. "A methodology to evaluate the dynamic resilience of an LNG shipping network by a load redistribution strategy: A case in China," Energy, Elsevier, vol. 334(C).
  7. Yan Li & Carol Alexander & Michael Coulon & Istvan Kiss, 2025. "Trade Dynamics of the Global Dry Bulk Shipping Network," Papers 2502.00877, arXiv.org.
  8. Peng, Tao & Gan, Mi & Yang, Xiaoyuan & Wei, Lifei, 2025. "Spatial patterns and community structures of urban freight: Network insights into diesel and electric truck mobility," Journal of Transport Geography, Elsevier, vol. 129(C).
  9. Li, Siping & Zhou, Yaoming, 2024. "Integrating equity and efficiency into urban logistics resilience under emergency lockdowns," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 183(C).
  10. Li, Siping & Xu, Gangyan & Zhou, Yaoming, 2023. "How air transport networks respond to long-lasting disruptive events like COVID-19: The first step toward long-term resilience," Transportation Research Part A: Policy and Practice, Elsevier, vol. 177(C).
  11. Qin, Yafeng & Guo, Jianke & Wu, Shasha, 2025. "The resilience evolution and dynamic process identification of the global shipping network," Transport Policy, Elsevier, vol. 174(C).
  12. Li, Yan & Alexander, Carol & Coulon, Michael & Zoltán Kiss, István, 2026. "Trade dynamics of the global dry bulk shipping network," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 206(C).
  13. Si, Ruibin & Jia, Peng & Li, Haijiang & Zhao, Xueting, 2025. "Assessing the structural resilience of the global crude oil maritime transportation network: A motif-based approach from network to ports," Journal of Transport Geography, Elsevier, vol. 123(C).
  14. Xu, Yang & Peng, Peng & Claramunt, Christophe & Xie, Wenxin & Lu, Feng, 2026. "Modeling cascading risk diffusion in global container shipping network under dynamic flow reassignment," Reliability Engineering and System Safety, Elsevier, vol. 265(PA).
  15. Wu, Jiaxin & Lu, Jing & Zhang, Lingye & Fan, Hanwen, 2024. "Spatial heterogeneity among different-sized port communities in directed-weighted global liner shipping network," Journal of Transport Geography, Elsevier, vol. 114(C).
  16. Serkan Karakas & Mehmet Kirmizi & Huseyin Gencer & Kevin Cullinane, 2024. "A resilience assessment model for dry bulk shipping supply chains: the case of the Ukraine grain corridor," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 26(3), pages 391-413, September.
  17. Bo-wei, Xu & Yu-tao, Tian & Jun-jun, Li, 2025. "Revealing spatiotemporal connections in container hub ports under adverse events through link prediction," Journal of Transport Geography, Elsevier, vol. 125(C).
  18. Zhao, Yulan & Ma, Xiaoxue & Qiao, Weiliang & Zhang, Jianqi, 2025. "Resilient maritime transportation system from the perspective of FRAM: conceptualization and assessment," Reliability Engineering and System Safety, Elsevier, vol. 262(C).
  19. Pang, Yaxin & Pan, Shenle & Zhou, Wei & Ballot, Eric, 2025. "Resilience of global supply chains with logistics service uncertainty: Onshoring versus offshoring strategy," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 204(C).
  20. Xu, Keyu & Liu, Jiaguo & Li, Zhenfu, 2025. "Vulnerability assessments of global liner shipping network based on extended coupled map lattices," Reliability Engineering and System Safety, Elsevier, vol. 264(PA).
  21. Cheng, Jiannan & Chen, Jinzhi & Yang, Zhongzhen & Lian, Feng, 2025. "Resilience analysis of the sino-european trade transportation networks: The role of the New western land-sea corridor," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 201(C).
  22. Chen, Jihong & Jiang, Houqiang & Xu, Jinyu & Pang, Chuan & Shi, Jia & Tan, Zhijia, 2025. "Resilience analysis from the perspective of global container shipping network evolution: Fine-grained modeling based on AIS data," Journal of Transport Geography, Elsevier, vol. 129(C).
  23. Yaxin Pang & Shenle Pan & Eric Ballot, 2024. "Resilience Analysis of Multi-modal Logistics Service Network Through Robust Optimization with Budget-of-Uncertainty," Papers 2405.12565, arXiv.org.
  24. Wu, Di & Yu, Changqing & Zhao, Yannan & Guo, Jialun, 2024. "Changes in vulnerability of global container shipping networks before and after the COVID-19 pandemic," Journal of Transport Geography, Elsevier, vol. 114(C).
  25. Xu, Mengqiao & Shen, Yihui & Zhu, Yifan & Hong, Li & Ma, Mengzhi & Lü, Linyuan & Li, Kevin X., 2025. "Identification of critical sets of ports in cascading failures of global liner shipping network," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 200(C).
  26. Xin, Xuri & Yang, Zaili, 2026. "Resilience assessment: Insights from port community structures across the global container shipping network," Reliability Engineering and System Safety, Elsevier, vol. 265(PA).
  27. Duan, Yuxian & Huang, Jian & Deng, Hanqiang & Ni, Xiangrong, 2024. "Robustness of hypergraph under attack with limited information based on percolation theory," Chaos, Solitons & Fractals, Elsevier, vol. 188(C).
  28. Guo, Shu & Lyu, Jing, 2024. "Evolution and stability of liner shipping networks in Northeast Asia from 2018 to 2022," Transport Policy, Elsevier, vol. 158(C), pages 159-174.
  29. Pan, Qian & Liu, Feifan & Xia, Haoxiang, 2025. "Mapping the multiplex structure of global liner shipping: Connectivity profiles and competitive positioning of carriers," Chaos, Solitons & Fractals, Elsevier, vol. 201(P2).
  30. Zhang, Jinglin & Xin, Xuri & Liao, Zhigang & Dubey, Rameshwar & Nguyen, Trung Thanh & Li, Na & Yang, Zaili, 2025. "Analysis of the ripple effects of disruptions on multimodal container terminals operations: a System Dynamics approach," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 202(C).
  31. Si, Ruibin & Wang, Nan & Jia, Peng & Li, Haijiang & Yuan, Shuang, 2026. "Unraveling structural shifts and resilience patterns of global and intercontinental crude oil maritime transportation networks under geopolitical conflicts: A multiplex network model," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 206(C).
  32. Zhang, Huiyan & Zhao, Xu & Wang, Jingyun & Huang, Rui, 2026. "Dynamic port resilience assessment in the maritime network: modeling flow evolution and cascading failure," Reliability Engineering and System Safety, Elsevier, vol. 267(PB).
  33. Duan, Wei & Li, Zhenfu & Deng, Zhao & Zhou, Yutao & Li, Shiyue, 2025. "Detection and analysis of overlapping communities in the global shipping network," Chaos, Solitons & Fractals, Elsevier, vol. 199(P3).
  34. Liang, Maohan & Cai, Yutong & Chen, Tianyi & Wang, Hua & Meng, Qiang, 2025. "Data-driven impact analysis of chokepoint on multi-scale maritime networks: A case study of the Taiwan Strait," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 200(C).
  35. Marc-Antoine Faure & Bárbara Polo Martin & Fabio Cremaschini & César Ducruet, 2024. "Shipping Trade and Geopolitical Turmoils: The Case of the Ukrainian Maritime Network," EconomiX Working Papers 2024-24, University of Paris Nanterre, EconomiX.
  36. Wahyu Teri Arpin & Qian Pan & Xia Haoxiang, 2024. "A Unique Perspective on Vulnerability and Route Dynamics in the Global Liner Shipping Network," SN Operations Research Forum, Springer, vol. 5(3), pages 1-26, September.
  37. Chenming Jiang & Junliang He & Shengxue Zhu & Wenbo Zhang & Gen Li & Weikun Xu, 2023. "Injury-Based Surrogate Resilience Measure: Assessing the Post-Crash Traffic Resilience of the Urban Roadway Tunnels," Sustainability, MDPI, vol. 15(8), pages 1-15, April.
  38. Marc-Antoine Faure & César Ducruet, 2025. "Shipping Network Research: A Systematic and Quantitative Review," EconomiX Working Papers 2025-27, University of Paris Nanterre, EconomiX.
  39. Guo, Shu & Lyu, Jing & Zhu, Xuebin & Fan, Hanwen, 2025. "Multi-feature fusion for the evaluation of strategic nodes and regional importance in maritime networks," Chaos, Solitons & Fractals, Elsevier, vol. 191(C).
  40. Xin, Xuri & Cao, Yuhao & Jarumaneeroj, Pisit & Yang, Zaili, 2025. "Vulnerability assessment of International Container Shipping Networks under national-level restriction policies," Transport Policy, Elsevier, vol. 167(C), pages 191-209.
  41. Xu, Mengqiao & Deng, Wenhui & Zhu, Yifan & LÜ, Linyuan, 2023. "Assessing and improving the structural robustness of global liner shipping system: A motif-based network science approach," Reliability Engineering and System Safety, Elsevier, vol. 240(C).
  42. Martin, Bárbara Polo & Faure, Marc-Antoine & Cremaschini, Fabio & Ducruet, César, 2025. "Shipping trade and geopolitical turmoil," Journal of Transport Geography, Elsevier, vol. 128(C).
  43. Lu, Bo & Sun, Yue & Wang, Huipo & Wang, Jian-Jun & Shuai Liu, Samuel & Cheng, T.C.E., 2024. "Dynamic resilience analysis of the liner shipping network: From structure to cooperative mechanism," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 191(C).
  44. Yao, Zhu & Gan, Mi & Wang, Li & Peng, Tao & Yu, Hao & Liu, Xiaobo, 2025. "Impact of carbon inequality embodied in interprovincial trade on National Road Freight Supply Chain Resilience," Journal of Transport Geography, Elsevier, vol. 128(C).
  45. Cao, Yuhao & Xin, Xuri & Wang, Xinjian & Wang, Jin & Yang, Zaili, 2025. "Multi-objective resilience-oriented optimisation for the global container shipping network against cascading failures," Transportation Research Part A: Policy and Practice, Elsevier, vol. 200(C).
  46. Zhou, Xiaoyang & Sun, Jialong & Fu, Haoran & Ge, Fuyi & Wu, Junfeng & Lev, Benjamin, 2024. "Resilience analysis of the integrated China-Europe freight transportation network under heterogeneous demands," Transportation Research Part A: Policy and Practice, Elsevier, vol. 186(C).
  47. Zheng, Shiyuan & Jiang, Changmin, 2024. "Consortium blockchain in Shipping: Impacts on industry and social welfare," Transportation Research Part A: Policy and Practice, Elsevier, vol. 183(C).
  48. Liu, Qing & Yang, Yang & Ng, Adolf K.Y. & Jiang, Changmin, 2023. "An analysis on the resilience of the European port network," Transportation Research Part A: Policy and Practice, Elsevier, vol. 175(C).
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