Residual capsule network with threshold convolution and attention mechanism for forest fire detection using UAV imagery

Abstract Wildfires pose a severe threat to ecosystems, economies, and human lives, exemplified by the 2019 Australian bushfires, which devastated 46 million acres, destroyed thousands of structures, and caused USD 148.5 billion in economic losses, alongside profound ecological damage. With climate c...

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Bibliographic Details
Main Authors: Soufiane Ben Othman, Obaid Ali
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-09298-z
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