Uncovering the multiplex network of global container shipping: Insights from shipping companies
文献类型：期刊论文
| 作者 | Xu, Yang5; Peng, Peng5; Lu, Feng2,3,5; Claramunt, Christophe4 |
| 刊名 | JOURNAL OF TRANSPORT GEOGRAPHY
 |
| 出版日期 | 2024-10-01 |
| 卷号 | 120页码:103991 |
| 关键词 | Global container shipping Multiplex network Shipping company Vessel trajectory data |
| DOI | 10.1016/j.jtrangeo.2024.103991 |
| 产权排序 | 1 |
| 文献子类 | Article |
| 英文摘要 | Shipping companies are key drivers of maritime trade and crucial in the development of container shipping networks. Each company's strategy shapes differences in port services and shipping routes, creating a complex and interconnected global container shipping network that is difficult to analyze using single-layer or aggregated models. This paper introduces a novel multiplex network modeling approach that leverages a very large set of AIS data and applies a series of structural indices to reveal the unique characteristics and multiple key roles of various shipping company networks. By applying methods such as overlap ratio analysis, HITS analysis, and community detection, the study identifies differences in overlap between ports and routes, hub and authority properties of individual ports, as well as local and regional patterns within the global network. Furthermore, it examines structural differences between the multiplex network, the aggregated network, and individual layers, highlighting the importance of multiplex container networks in understanding ports' roles on both regional and global scales. The findings clarify how different shipping companies shape shipping network patterns, enhance the multiplex network's functional roles, and provide a better understanding of the complex structure of the Global Container Shipping Network (GCSN). Finally, it provides authorities with valuable insights on how to better understand maritime shipping networks. |
| WOS关键词 | FLOWS ; VULNERABILITY ; CONNECTIVITY ; PERSPECTIVE ; CENTRALITY ; COVERAGE ; IMPACT ; PORTS |
| WOS研究方向 | Business & Economics ; Geography ; Transportation |
| WOS记录号 | WOS:001306153400001 |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/207955]  |
| 专题 | 资源与环境信息系统国家重点实验室_外文论文 |
| 通讯作者 | Peng, Peng |
| 作者单位 | 1.Jiangsu Ctr Collaborat Innovat Geog Informat Resou, Nanjing 210023, Peoples R China 2.Fuzhou Univ, Acad Digital China, Fuzhou 350002, Peoples R China 3.Naval Acad Res Inst, F-29240 Lanveoc, France 4.Univ Chinese Acad Sci, Beijing 100049, Peoples R China 5.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, State Key Lab Resources & Environm Informat Syst, Beijing 100101, Peoples R China |
| 推荐引用方式 GB/T 7714 | Xu, Yang,Peng, Peng,Lu, Feng,et al. Uncovering the multiplex network of global container shipping: Insights from shipping companies[J]. JOURNAL OF TRANSPORT GEOGRAPHY,2024,120:103991. |
| APA | Xu, Yang,Peng, Peng,Lu, Feng,&Claramunt, Christophe.(2024).Uncovering the multiplex network of global container shipping: Insights from shipping companies.JOURNAL OF TRANSPORT GEOGRAPHY,120,103991. |
| MLA | Xu, Yang,et al."Uncovering the multiplex network of global container shipping: Insights from shipping companies".JOURNAL OF TRANSPORT GEOGRAPHY 120(2024):103991. |
入库方式： OAI收割
来源：地理科学与资源研究所
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