A comprehensive assessment of the importance of the "Maritime Silk Road" route based on multi-dimensional data-driven approaches

doi:10.1016/j.ocecoaman.2024.107297

	A comprehensive assessment of the importance of the "Maritime Silk Road" route based on multi-dimensional data-driven approaches
	Wang, Peng 1,2; Hu, Qinyou 2; Bai, Lu 3; Xue, Tong 4; Hu, Wenlong 5; Mei, Qiang 2,6
	2024-10-01
发表期刊	OCEAN & COASTAL MANAGEMENT
ISSN	0964-5691
卷号	256 页码:15
摘要	Worldwide straits are crucial pathways for global trade and energy transportation, occupying key strategic positions. Therefore, this study utilizes automatic identification system (AIS) data and the structure of the maritime transportation network formed by ship navigation, combined with geospatial big data analysis, to fully consider factors including the natural navigational conditions of routes, the support capabilities of surrounding ports, the geographic advantages of neighboring countries, and the distribution of the shipping network importance in the CCAS evaluation model. To assess the navigability of maritime routes, a data-driven model was constructed using three layers of this model. Empirical analyses were conducted on 22 major routes along China's coast and the "Maritime Silk Road". This method has significantly enhanced the accuracy and reliability of route assessments, and the improved assessment model demonstrated better navigational conditions in the South China Sea routes, identifying internal factors hindering the development of these critical maritime routes. The findings of this study provide a comprehensive assessment and analysis framework for global maritime transportation, offering crucial reference information for key stakeholders, including policy makers, port and berth infrastructure investors, maritime economists, and large shipping companies. Additionally, the study's results can be practically applied in the actual shipping trade, emphasizing the role of our framework in facilitating effective decision-making and strategic planning within the maritime industry.
关键词	Shipping network Route evaluation Maritime Silk Road Heterogeneous data
DOI	10.1016/j.ocecoaman.2024.107297
收录类别	SCI
语种	英语
资助项目	National Natural Science Foundation of China[52372316] ; Natural Science Foundation of Fujian Province[2021J01821] ; Natural Science Foundation of Fujian Province[2023J01804] ; Shanghai Science and Technology Committee Foundation[18DZ1206300]
WOS研究方向	Oceanography ; Water Resources
WOS类目	Oceanography ; Water Resources
WOS记录号	WOS:001278622900001
出版者	ELSEVIER SCI LTD
引用统计	被引频次：1[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/39686
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Bai, Lu; Mei, Qiang
作者单位	1.Chinese Acad Sci, Inst Comp Technol, Beijing 100190, Peoples R China 2.Shanghai Maritime Univ, Merchant Marine Acad, Shanghai 200210, Peoples R China 3.Shanxi Univ, Taiyuan 030006, Peoples R China 4.Beijing Univ Technol, Faulty Informat Technol, Beijing 100124, Peoples R China 5.Univ Auckland, Sch Comp Sci, Auckland 6000, New Zealand 6.Jimei Univ, Nav Coll, Xiamen 361021, Peoples R China
推荐引用方式 GB/T 7714	Wang, Peng,Hu, Qinyou,Bai, Lu,et al. A comprehensive assessment of the importance of the "Maritime Silk Road" route based on multi-dimensional data-driven approaches[J]. OCEAN & COASTAL MANAGEMENT,2024,256:15.
APA	Wang, Peng,Hu, Qinyou,Bai, Lu,Xue, Tong,Hu, Wenlong,&Mei, Qiang.(2024).A comprehensive assessment of the importance of the "Maritime Silk Road" route based on multi-dimensional data-driven approaches.OCEAN & COASTAL MANAGEMENT,256,15.
MLA	Wang, Peng,et al."A comprehensive assessment of the importance of the "Maritime Silk Road" route based on multi-dimensional data-driven approaches".OCEAN & COASTAL MANAGEMENT 256(2024):15.