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Open Access

Peer-reviewed

Research Article

Maritime traffic congestion identification and ship trajectory prediction using temporal graph convolutional networks

Weiping Zhou,

Roles Software, Supervision, Writing – original draft

Affiliation Jiangxi Polytechnic University, Jiujiang, China
⨯
Weiming Zhang,

Roles Visualization, Writing – review & editing

Affiliation Jiangxi Polytechnic University, Jiujiang, China
⨯
Shihu Sun ,

Roles Conceptualization, Data curation, Formal analysis

* E-mail: sunshihu@hejtxy.edu.cn

Affiliation Hebei Jiaotong Vocational and Technical College, Shijiazhuang, China

https://orcid.org/0000-0003-4427-8154

⨯
Yuquan Zhang

Roles Investigation, Methodology, Project administration

Affiliation Hebei Jiaotong Vocational and Technical College, Shijiazhuang, China
⨯

Maritime traffic congestion identification and ship trajectory prediction using temporal graph convolutional networks

Weiping Zhou,
Weiming Zhang,
Shihu Sun,
Yuquan Zhang

x

Published: March 9, 2026
https://doi.org/10.1371/journal.pone.0342781

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