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City logistics networks based on online freight orders in China

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  • Ma, Jun-Chao
  • Wang, Li
  • Jiang, Zhi-Qiang
  • Yan, Wanfeng
  • Zhou, Wei-Xing

Abstract

The development of logistics accelerates the transportation process, which in turn increases the exchanging efficiency between cities. To understand such exchanging interactions among cities, we build a city logistics network based on a unique data set, which contains millions of online freight orders spanning a period of one year. It is found that this network exhibits a disassortative configuration and its link weight (respectively, node strength) follows a Weibull (an exponential) distribution. We also find that the hierarchical structure of the city logistics network is highly consistent with the strategic layout of constructing modern comprehensive transportation system plan in China’s “Thirteenth Five-Year Plan”. Furthermore, it is observed that the cities with high Gross Domestic Product (GDP) have high centrality in the city logistics network and the logistics flows between two cities are proportional to the product of their GDPs. Our results not only uncover the topological and hierarchical structure of the city logistics network in China, but also provide an understanding of the structural shaping force on the growth of city logistics network.

Suggested Citation

  • 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).
    • Handle: RePEc:eee:phsmap:v:583:y:2021:i:c:s0378437121006063
    DOI: 10.1016/j.physa.2021.126333
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    References listed on IDEAS

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    1. Rosa Puertas & Luisa Martí & Leandro García, 2014. "Logistics performance and export competitiveness: European experience," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 41(3), pages 467-480, August.
    2. Ducruet, César & Itoh, Hidekazu & Berli, Justin, 2020. "Urban gravity in the global container shipping network," Journal of Transport Geography, Elsevier, vol. 85(C).
    3. César Ducruet & Hidekazu Itoh & Justin Berli, 2020. "Urban gravity in the global container shipping network," Post-Print halshs-02588449, HAL.
    4. Meng, Xuechen & Lin, Shanlang & Zhu, Xiaochuan, 2018. "The resource redistribution effect of high-speed rail stations on the economic growth of neighbouring regions: Evidence from China," Transport Policy, Elsevier, vol. 68(C), pages 178-191.
    5. Michel Beine & Simone Bertoli & Jesús Fernández-Huertas Moraga, 2016. "A Practitioners’ Guide to Gravity Models of International Migration," The World Economy, Wiley Blackwell, vol. 39(4), pages 496-512, April.
    6. Evert Meijers & Antoine Peris, 2019. "Using toponym co-occurrences to measure relationships between places: review, application and evaluation," International Journal of Urban Sciences, Taylor & Francis Journals, vol. 23(2), pages 246-268, April.
    7. Zhang, Xueliang & Hu, Yuqi & Lin, Yongran, 2020. "The influence of highway on local economy: Evidence from China's Yangtze River Delta region," Journal of Transport Geography, Elsevier, vol. 82(C).
    8. César Ducruet & Hidekazu Itoh & Justin Berli, 2020. "Urban gravity in the global container shipping network," Post-Print hal-03246894, HAL.
    9. Michel Beine & Simone Bertoli & Jesús Fernández-Huertas Moraga, 2016. "A Practitioners’ Guide to Gravity Models of International Migration," The World Economy, Wiley Blackwell, vol. 39(4), pages 496-512, April.
    10. Padmore, Tim & Gibson, Hervey, 1998. "Modelling systems of innovation: II. A framework for industrial cluster analysis in regions," Research Policy, Elsevier, vol. 26(6), pages 625-641, February.
    11. Akhavan, Mina & Ghiara, Hilda & Mariotti, Ilaria & Sillig, Cécile, 2020. "Logistics global network connectivity and its determinants. A European City network analysis," Journal of Transport Geography, Elsevier, vol. 82(C).
    12. Xinzheng Zhao & Jing Su & Jing Chao & Xiaoqiong Liu & Tongsheng Li & Yang Rui, 2020. "The Character and Economic Preference of City Network of China: A Study Based on the Chinese Global Fortune 500 Enterprises," Complexity, Hindawi, vol. 2020, pages 1-11, September.
    13. Hooi Lean, Hooi & Huang, Wei & Hong, Junjie, 2014. "Logistics and economic development: Experience from China," Transport Policy, Elsevier, vol. 32(C), pages 96-104.
    14. Zhong, Xiang & Liu, Jiajun & Gao, Yong & Wu, Lun, 2017. "Analysis of co-occurrence toponyms in web pages based on complex networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 466(C), pages 462-475.
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    Cited by:

    1. 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.
    2. 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).

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