YOLO-PTHD: A UAV-Based Deep Learning Model for Detecting Visible Phenotypic Signs of Pine Decline Induced by the Invasive Woodwasp <i>Sirex noctilio</i> (Hymenoptera, Siricidae)

<i>Sirex noctilio</i> is an invasive pest that contributes to pine tree decline, leading to visual symptoms such as needle discoloration, crown thinning, and eventual tree death. Detecting these visible phenotypic signs from drone imagery is challenging due to elongated or irregular crown shapes, we...

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Detalhes bibliográficos

Principais autores:	Wenshuo Yang, Jiaqiang Zhao, Dexu Zhu, Zhengtong Wang, Min Song, Tao Chen, Te Liang, Juan Shi
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2025-08-01
coleção:	Insects
Assuntos:	invasive species <i>Sirex noctilio</i> deep learning YOLO UAV image pine tree
Acesso em linha:	https://www.mdpi.com/2075-4450/16/8/829
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