Development and Application of an Advanced Automatic Identification System (AIS)-Based Ship Trajectory Extraction Framework for Maritime Traffic Analysis

Development and Application of an Advanced Automatic Identification System (AIS)-Based Ship Trajectory Extraction Framework for Maritime Traffic Analysis

This study addresses the challenges of maritime traffic management in the western waters of Taiwan, a region characterized by substantial commercial shipping activity and ongoing environmental development. Using 2023 Automatic Identification System (AIS) data, this study develops a robust feature ex...

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Bibliographic Details
Main Authors: I-Lun Huang, Man-Chun Lee, Li Chang, Juan-Chen Huang
Format: Article
Language:English
Published: MDPI AG 2024-09-01
Series:Journal of Marine Science and Engineering
Subjects:
route extraction
trajectory clustering
trajectory data processing
HDBSCAN
Online Access:https://www.mdpi.com/2077-1312/12/9/1672

Internet

https://www.mdpi.com/2077-1312/12/9/1672

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