IDEAS home Printed from https://ideas.repec.org/a/eee/transa/v117y2018icp214-226.html
   My bibliography  Save this article

Susceptibility of existing and planned Chinese railway system subjected to rainfall-induced multi-hazards

Author

Listed:
  • Liu, Kai
  • Wang, Ming
  • Cao, Yinxue
  • Zhu, Weihua
  • Yang, Guiling

Abstract

Rainfall-induced flooding, landslides, and debris flows have been the main natural hazards that impact on the safety and operation of the Chinese railway system. With the rapid increase of railway length and passengers over the past 20 years, a better understanding of susceptibility of railway infrastructures to rainfall-induced hazards is urgently needed, in particular because extreme precipitation has increased in many parts of China. This paper provides a quantitative approach for susceptibility assessment of transportation system subjected to natural hazards at a relatively large scale. The susceptibility of both existing and planned Chinese railway system subjected to rainfall-induced multi-hazards is quantitatively analyzed using a machine learning method (Random Forest) and historical disaster events triggered between 1980 and 1998. The main environmental and climatic factors that influence the safety of the railway system are identified and ranked. Susceptibility maps illustrate the hotspot zones of both existing and planned railways in China that need significant attention and preventative action to reduce potential losses and disruption of operation.

Suggested Citation

  • Liu, Kai & Wang, Ming & Cao, Yinxue & Zhu, Weihua & Yang, Guiling, 2018. "Susceptibility of existing and planned Chinese railway system subjected to rainfall-induced multi-hazards," Transportation Research Part A: Policy and Practice, Elsevier, vol. 117(C), pages 214-226.
    • Handle: RePEc:eee:transa:v:117:y:2018:i:c:p:214-226
    DOI: 10.1016/j.tra.2018.08.030
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0965856416301719
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.tra.2018.08.030?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. S. Chandrasekaran & R. Sayed Owaise & S. Ashwin & Rayansh Jain & S. Prasanth & R. Venugopalan, 2013. "Investigation on infrastructural damages by rainfall-induced landslides during November 2009 in Nilgiris, India," 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(3), pages 1535-1557, February.
    2. S. Michaelides & P. Leviäkangas & C. Doll & C. Heyndrickx, 2014. "Foreward: EU-funded projects on extreme and high-impact weather challenging European transport systems," 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. 72(1), pages 5-22, May.
    3. Muriel-Villegas, Juan E. & Alvarez-Uribe, Karla C. & Patiño-Rodríguez, Carmen E. & Villegas, Juan G., 2016. "Analysis of transportation networks subject to natural hazards – Insights from a Colombian case," Reliability Engineering and System Safety, Elsevier, vol. 152(C), pages 151-165.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Li, Tao & Rong, Lili & Yan, Kesheng, 2019. "Vulnerability analysis and critical area identification of public transport system: A case of high-speed rail and air transport coupling system in China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 127(C), pages 55-70.
    2. Chen, Zhenhua & Wang, Yuxuan & Zhou, Lei, 2021. "Predicting weather-induced delays of high-speed rail and aviation in China," Transport Policy, Elsevier, vol. 101(C), pages 1-13.
    3. Suchi Kapoor Malhotra & Howard White & Nina Ashley O. Dela Cruz & Ashrita Saran & John Eyers & Denny John & Ella Beveridge & Nina Blöndal, 2021. "Studies of the effectiveness of transport sector interventions in low‐ and middle‐income countries: An evidence and gap map," Campbell Systematic Reviews, John Wiley & Sons, vol. 17(4), December.
    4. Li, Tao & Rong, Lili, 2020. "A comprehensive method for the robustness assessment of high-speed rail network with operation data: A case in China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 132(C), pages 666-681.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Deqiang Cheng & Chunliu Gao, 2022. "Regionalization Research of Mountain-Hazards Developing Environments for the Eurasian Continent," Land, MDPI, vol. 11(9), pages 1-19, September.
    2. Monfared, M.A.S. & Rezazadeh, Masoumeh & Alipour, Zohreh, 2022. "Road networks reliability estimations and optimizations: A Bi-directional bottom-up, top-down approach," Reliability Engineering and System Safety, Elsevier, vol. 222(C).
    3. Clavijo-Buritica, Nicolás & Triana-Sanchez, Laura & Escobar, John Willmer, 2023. "A hybrid modeling approach for resilient agri-supply network design in emerging countries: Colombian coffee supply chain," Socio-Economic Planning Sciences, Elsevier, vol. 85(C).
    4. Cancela, Héctor & Guerberoff, Gustavo & Robledo, Franco & Romero, Pablo, 2021. "Analysis and reliability of separable systems," Operations Research Perspectives, Elsevier, vol. 8(C).
    5. Ghavami, Seyed Morsal, 2019. "Multi-criteria spatial decision support system for identifying strategic roads in disaster situations," International Journal of Critical Infrastructure Protection, Elsevier, vol. 24(C), pages 23-36.
    6. Pennetti, Cody A. & Fontaine, Michael D. & Jun, Jungwook & Lambert, James H., 2020. "Evaluating capacity of transportation operations with highway travel time reliability," Reliability Engineering and System Safety, Elsevier, vol. 204(C).
    7. Tianni Wang & Mark Ching-Pong Poo & Adolf K. Y. Ng & Zaili Yang, 2023. "Adapting to the Impacts Posed by Climate Change: Applying the Climate Change Risk Indicator (CCRI) Framework in a Multi-Modal Transport System," Sustainability, MDPI, vol. 15(10), pages 1-21, May.
    8. Wandelt, Sebastian & Shi, Xing & Sun, Xiaoqian, 2021. "Estimation and improvement of transportation network robustness by exploiting communities," Reliability Engineering and System Safety, Elsevier, vol. 206(C).
    9. Pan, Shouzheng & Yan, Hai & He, Jia & He, Zhengbing, 2021. "Vulnerability and resilience of transportation systems: A recent literature review," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 581(C).
    10. Tanmoy Das & Vansittee Dilli Rao & Deepankar Choudhury, 2022. "Numerical investigation of the stability of landslide-affected slopes in Kerala, India, under extreme rainfall event," 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. 114(1), pages 751-785, October.
    11. Zhang, Yifan & Ng, S. Thomas, 2021. "A hypothesis-driven framework for resilience analysis of public transport network under compound failure scenarios," International Journal of Critical Infrastructure Protection, Elsevier, vol. 35(C).
    12. Argyroudis, Sotirios A. & Mitoulis, Stergios Α. & Winter, Mike G. & Kaynia, Amir M., 2019. "Fragility of transport assets exposed to multiple hazards: State-of-the-art review toward infrastructural resilience," Reliability Engineering and System Safety, Elsevier, vol. 191(C).
    13. Amir Al Hamdi Redzuan & Rozana Zakaria & Aznah Nor Anuar & Eeydzah Aminudin & Norbazlan Mohd Yusof, 2022. "Road Network Vulnerability Based on Diversion Routes to Reconnect Disrupted Road Segments," Sustainability, MDPI, vol. 14(4), pages 1-22, February.
    14. Khademi, Navid & Babaei, Mohsen & Schmöcker, Jan-Dirk & Fani, Amirhossein, 2018. "Analysis of incident costs in a vulnerable sparse rail network – Description and Iran case study," Research in Transportation Economics, Elsevier, vol. 70(C), pages 9-27.
    15. Dong, Shangjia & Gao, Xinyu & Mostafavi, Ali & Gao, Jianxi & Gangwal, Utkarsh, 2023. "Characterizing resilience of flood-disrupted dynamic transportation network through the lens of link reliability and stability," Reliability Engineering and System Safety, Elsevier, vol. 232(C).
    16. Yamada, Takashi, 2022. "Generalizing the probability of reaching a destination in case of route blockage," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 607(C).
    17. Ashok Kumar Singh & Jagadish Kundu & Kripamoy Sarkar, 2018. "Stability analysis of a recurring soil slope failure along NH-5, Himachal Himalaya, India," 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. 90(2), pages 863-885, January.
    18. Zhou, Yaoming & Wang, Junwei & Sheu, Jiuh-Biing, 2019. "On connectivity of post-earthquake road networks," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 123(C), pages 1-16.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:transa:v:117:y:2018:i:c:p:214-226. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/547/description#description .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.