Improving YOLOv11 for marine water quality monitoring and pollution source identification

Abstract Marine pollution has become an increasingly severe environmental issue, with oil spills, marine debris, and turbid water significantly impacting ecosystems and human health. The You Only Look Once (YOLO) series of target detection has been widely applied in Marine pollution monitoring. Howe...

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Bibliographic Details
Main Author: Fang Wang
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-04842-3
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