Lightweight vision transformer model for pine wilt disease detection using aerial RGB image and adversarial data augmentation

Pine wilt disease (PWD) poses a critical threat to global forest ecosystems due to its rapid contagion and control challenges. While remote sensing (RS) offers potential for large-scale PWD detection, existing methods struggle to balance robustness and computational efficiency in complex forest envi...

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Bibliographic Details
Main Authors: Qing Li, Wenhui Chen
Format: Article
Language:English
Published: Elsevier 2025-12-01
Series:Smart Agricultural Technology
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2772375525003995
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