Research on global ship cargo capacity prediction based on multi-source heterogeneous data
Maritime cargo capacity serves as a critical indicator of port efficiency and regional economic impact, yet reliable data remain constrained by operational and commercial complexities. This study addresses this gap by leveraging maritime big data to compare traditional empirical methods with machine...
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Main Authors: | Shuhang Chen, Zhihuan Wang, Tianye Lu, Jiayang Zhu, Chunchang Zhang, Xiangming Zeng, Jiayi Wang, Zandi Shang |
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Format: | Article |
Language: | English |
Published: |
Frontiers Media S.A.
2025-07-01
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Series: | Frontiers in Marine Science |
Subjects: | |
Online Access: | https://www.frontiersin.org/articles/10.3389/fmars.2025.1632661/full |
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