An integrated edge–cloud IoT framework for resilient disaster prevention in fire detection and forest carbon assessment

Abstract Humanity’s ongoing overuse of natural resources is degrading the Earth’s environment, intensifying climate change impacts. Recent record temperatures and frequent wildfires threaten humans directly and disrupt ecosystems, especially by damaging forest carbon sinks, which accelerates global...

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Bibliographic Details

Published in:	Scientific Reports
Main Authors:	Li-Hsien Chen, Shubham S. Kolhe, Jie Hu, Kuo-Hsiung Tseng, Meng-Yun Chung
Format:	Article
Language:	English
Published:	Nature Portfolio 2026-03-01
Subjects:	Forest fires Edge Computing Internet of Things Carbon Sink Image Recognition
Online Access:	https://doi.org/10.1038/s41598-026-43053-2