Machine learning-based analysis of sea fog’s spatial and temporal impact on near-miss ship collisions using remote sensing and AIS data

Machine learning-based analysis of sea fog’s spatial and temporal impact on near-miss ship collisions using remote sensing and AIS data

Sea fog is a severe marine environmental disaster that significantly threatens the safety of maritime transportation. It is a major environmental factor contributing to ship collisions. The Himawari-8 satellite’s remote sensing capabilities effectively bridge the spatial and temporal gaps in data fr...

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Bibliographic Details
Main Authors: Dan Liu, Ling Ke, Zhe Zeng, Shuo Zhang, Shanwei Liu
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Marine Science
Subjects:
Himawari-8 satellite data
sea fog
near miss
ship collision
spatio-temporal pattern
Online Access:https://www.frontiersin.org/articles/10.3389/fmars.2024.1536363/full
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