A lightweight non-intrusive framework for early-stage damage symptom detection of wood-boring pests in trees
Abstract Early detection of wood-boring pest damage is crucial for preserving forest ecosystems and preventing economic losses in the timber industry. To address the challenges of extremely small early-stage damage symptoms, complex bark backgrounds, and deployment constraints on edge devices in for...
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| Principais autores: | , , , , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado: |
Nature Portfolio
2026-04-01
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| Series: | Scientific Reports |
| Assuntos: | |
| Acceso en liña: | https://doi.org/10.1038/s41598-026-49841-0 |
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