An intelligent system for determining the degree of tree bark beetle damage based on the use of generative‐adversarial neural networks

An intelligent system for determining the degree of tree bark beetle damage based on the use of generative‐adversarial neural networks

Abstract The increasing prevalence of tree bark beetle infestations poses a significant threat to forest ecosystems, leading to detrimental impacts on biodiversity, carbon storage, and timber resources. This study addresses the pressing need for innovative solutions to enhance forest management prac...

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Bibliographic Details
Main Authors: Sineglazov Victor, Hordun Mykhailo, Junttila Samuli
Format: Article
Language:English
Published: Wiley 2024-12-01
Series:Plant-Environment Interactions
Subjects:
bark beetle
CNN
GAN
image classification
multispectral images
remote sensing
Online Access:https://doi.org/10.1002/pei3.70015
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https://doi.org/10.1002/pei3.70015

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