A multi-layer modelling approach for mining versatile ports of a global maritime transportation network
文献类型：期刊论文
| 作者 | Peng, Peng; Claramunt, Christophe; Cheng, Shifen; Yang, Yu; Lu, Feng |
| 刊名 | INTERNATIONAL JOURNAL OF DIGITAL EARTH
 |
| 出版日期 | 2023-12-31 |
| 卷号 | 16期号:1页码:2129-2151 |
| 关键词 | Versatile port multilayer network aggregated network maritime transportation vessel trajectory data |
| ISSN号 | 1753-8955 |
| DOI | 10.1080/17538947.2023.2220614 |
| 产权排序 | 1 |
| 文献子类 | Article |
| 英文摘要 | International ports play critical roles in maintaining transportation flows and sustaining the effectiveness of global maritime logistics. Although the concept of versatile ports has been introduced to represent the specific patterns that these ports play at the regional and global levels, there is still a need for the design and development of computational approaches that support these notions. This paper introduces a flexible multi-layer network approach for an international maritime network whose interest is that it offers a flexible model that favours the identification of the different transportation flows and versatile ports. The model is complemented by a series of structural indices complemented by a new overlap measure that evaluates the specific role of a given port across various transportation trades. The whole approach is implemented and experimented with using massive AIS maritime data that supports the automatic generation of the multi-layer network, and derivation of the structural measures while maintaining a flexible view of the maritime network. The experiments applied to the global maritime transportation network identify key versatile ports and highlight significant differences at the regional and trade flow levels. |
| 学科主题 | Physical Geography ; Remote Sensing |
| WOS关键词 | CENTRALITY ; CARGO ; ROAD |
| WOS研究方向 | Physical Geography ; Remote Sensing |
| 出版者 | TAYLOR & FRANCIS LTD |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/193749]  |
| 专题 | 资源与环境信息系统国家重点实验室_外文论文 |
| 作者单位 | 1.Chinese Academy of Sciences 2.Institute of Geographic Sciences & Natural Resources Research, CAS 3.Fuzhou University |
| 推荐引用方式 GB/T 7714 | Peng, Peng,Claramunt, Christophe,Cheng, Shifen,et al. A multi-layer modelling approach for mining versatile ports of a global maritime transportation network[J]. INTERNATIONAL JOURNAL OF DIGITAL EARTH,2023,16(1):2129-2151. |
| APA | Peng, Peng,Claramunt, Christophe,Cheng, Shifen,Yang, Yu,&Lu, Feng.(2023).A multi-layer modelling approach for mining versatile ports of a global maritime transportation network.INTERNATIONAL JOURNAL OF DIGITAL EARTH,16(1),2129-2151. |
| MLA | Peng, Peng,et al."A multi-layer modelling approach for mining versatile ports of a global maritime transportation network".INTERNATIONAL JOURNAL OF DIGITAL EARTH 16.1(2023):2129-2151. |
入库方式： OAI收割
来源：地理科学与资源研究所
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