IDEAS home Printed from https://ideas.repec.org/a/gam/jmathe/v11y2023i20p4352-d1263432.html
   My bibliography  Save this article

Community Structure and Resilience of the City Logistics Networks in China

Author

Listed:
  • Jun-Chao Ma

    (School of Business and Research Center for Econophysics, East China University of Science and Technology, Shanghai 200237, China
    Department of Physics, University of Fribourg, 1700 Fribourg, Switzerland)

  • Zhi-Qiang Jiang

    (School of Business and Research Center for Econophysics, East China University of Science and Technology, Shanghai 200237, China)

  • Yin-Jie Ma

    (School of Business and Research Center for Econophysics, East China University of Science and Technology, Shanghai 200237, China)

  • Yue-Hua Dai

    (Shanghai Development Strategy Research Institute, Shanghai 200032, China)

Abstract

Logistics security, as the lifeline of the economy connecting production, distribution, and consumption, holds a pivotal position in the modern economic system, where any potential threats like natural disasters or cyber attacks could have far-reaching impacts on the overall economy. With a unique large-scale logistics data set, logistics networks between cities in China are constructed. We thus identify communities of cities that have dense logistics connections in these networks. The cities in the communities are found to exhibit strong connections in the economy, resources, and industry. The detected communities are also aligned with the urban agglomerations mentioned in the guidelines reported by the National Development and Reform Commission of China. We further extend our analysis to assess the resilience of the city logistics networks, especially focusing on the influence of community structures. Random and intentional attacks are considered in our resilience analysis. Our results reveal that the city logistics networks are robust to the random attacks and are vulnerable to the intentional attacks on the nodes with dense links between and within communities. Our results not only deepen our understanding of the community structure and resilience of the city logistics networks but also provide insights on how to improve the efficiency and safety of intercity logistics.

Suggested Citation

  • Jun-Chao Ma & Zhi-Qiang Jiang & Yin-Jie Ma & Yue-Hua Dai, 2023. "Community Structure and Resilience of the City Logistics Networks in China," Mathematics, MDPI, vol. 11(20), pages 1-15, October.
    • Handle: RePEc:gam:jmathe:v:11:y:2023:i:20:p:4352-:d:1263432
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2227-7390/11/20/4352/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2227-7390/11/20/4352/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Wu, Jianxin & Zhan, Xiaoling & Xu, Hui & Ma, Chunbo, 2023. "The economic impacts of COVID-19 and city lockdown: Early evidence from China," Structural Change and Economic Dynamics, Elsevier, vol. 65(C), pages 151-165.
    2. Ben Derudder & Xiang Feng & Wei Shen & Rui Shao & Peter J. Taylor, 2022. "Connections between Asian and European World Cities: Measurement, Analysis, and Evaluation," Land, MDPI, vol. 11(9), pages 1-23, September.
    3. Bai, Xiwen & Xu, Ming & Han, Tingting & Yang, Dong, 2022. "Quantifying the impact of pandemic lockdown policies on global port calls," Transportation Research Part A: Policy and Practice, Elsevier, vol. 164(C), pages 224-241.
    4. Ma, Jun-Chao & Wang, Li & Jiang, Zhi-Qiang & Yan, Wanfeng & Zhou, Wei-Xing, 2021. "City logistics networks based on online freight orders in China," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 583(C).
    5. Ben Derudder & Peter J. Taylor, 2020. "Three Globalizations Shaping the Twenty-first Century: Understanding the New World Geography through Its Cities," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 110(6), pages 1831-1854, November.
    Full references (including those not matched with items on IDEAS)

    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. van Meeteren, Michiel & Kleibert, Jana, 2022. "The global division of labour as enduring archipelago: thinking through the spatiality of ‘globalisation in reverse’," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 15(2), pages 389-406.
    2. Yuan Cao & Jingxian Liu & Ying Yang & Xiaolin Liu & Zhixuan Liu & Ning Lv & Hongkun Ma & Zhenyao Wang & Hongtu Li, 2023. "Construct a Regional Innovation Ecosystem: A Case Study of the Beijing-Tianjin-Hebei Region in China," Sustainability, MDPI, vol. 15(9), pages 1-21, April.
    3. Michiel van Meeteren & Jana Kleibert, 2022. "The global division of labour as enduring archipelago: thinking through the spatiality of ‘globalisation in reverse’ [Uneven and combined state capitalism]," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 15(2), pages 389-406.
    4. René Belderbos & Florence Benoit & Ben Derudder, 2022. "World City Innovation and Service Networks and Economic Growth," Papers in Regional Science, Wiley Blackwell, vol. 101(4), pages 979-999, August.
    5. Woraanong Thotongkam & Thanapong Champahom & Chartaya Nilplub & Warantorn Wimuttisuksuntorn & Sajjakaj Jomnonkwao & Vatanavongs Ratanavaraha, 2023. "Influencing Travelers’ Behavior in Thailand Comparing Situations of during and Post COVID-19," Sustainability, MDPI, vol. 15(15), pages 1-23, July.
    6. Jiangyuan Fu & Huidan Xue & Fayuan Wang & Liming Wang, 2023. "The Impact of High-Quality Energy Development and Technological Innovation on the Real Economy of the Yangtze River Economic Belt in China: A Spatial Economic and Threshold Effect Analysis," Sustainability, MDPI, vol. 15(2), pages 1-14, January.
    7. Cao Zhan & Derudder Ben & Dai Liang & Peng Zhenwei, 2023. "An analysis of the evolution of Chinese cities in global scientific collaboration networks: Manuscript prepared for special issue on “China’s internationalization and changing role in the world”," ZFW – Advances in Economic Geography, De Gruyter, vol. 67(1), pages 5-19, May.
    8. Shen, Jingwei & Zong, Huiming, 2023. "Identification of critical transportation cities in the multimodal transportation network of China," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 628(C).
    9. Honghai Yu & Xianfeng Hao & Liangyu Wu & Yuqi Zhao & Yudong Wang, 2023. "Eye in outer space: satellite imageries of container ports can predict world stock returns," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-16, December.
    10. Anna Growe & Kati Volgmann, 2022. "Metropolisation through Regionalisation? Spatial Scope and Anchor Points of Metropolitan Functions in German Urban Regions," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 113(5), pages 502-522, December.
    11. Luqi Li & Ben Derudder & Wei Shen & Xiang Kong, 2022. "Exploring the dynamics of the disaggregated intercity corporate network in the Yangtze River Delta, China: a relational event approach," Journal of Geographical Systems, Springer, vol. 24(1), pages 115-140, January.
    12. Richard Baldwin & Rebecca Freeman & Angelos Theodorakopoulos, 2023. "Hidden Exposure: Measuring US Supply Chain Reliance," NBER Working Papers 31820, National Bureau of Economic Research, Inc.
    13. Ben Derudder & Jorn Koelemaij, 2023. "City Diplomacy Research at the Crossroads," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 114(3), pages 177-180, July.
    14. Ben Derudder & Xiang Feng & Wei Shen & Rui Shao & Peter J. Taylor, 2022. "Connections between Asian and European World Cities: Measurement, Analysis, and Evaluation," Land, MDPI, vol. 11(9), pages 1-23, September.

    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:gam:jmathe:v:11:y:2023:i:20:p:4352-:d:1263432. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.