Multiscale wildfire and smoke detection in complex drone forest environments based on YOLOv8

Abstract Global climate change has triggered frequent extreme weather events, leading to a significant increase in the frequency and intensity of forest fires. Traditional fire monitoring methods such as manual inspections, sensor technologies, and remote sensing satellites have limitations. With th...

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Bibliographic Details
Main Authors: Wenyu Zhu, Shanwei Niu, Jixiang Yue, Yangli Zhou
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-86239-w
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