Detecting Individual Plants Infected with Pine Wilt Disease Using Drones and Satellite Imagery: A Case Study in Xianning, China

Detecting Individual Plants Infected with Pine Wilt Disease Using Drones and Satellite Imagery: A Case Study in Xianning, China

In recent years, remote sensing techniques such as satellite and drone-based imaging have been used to monitor Pine Wilt Disease (PWD), a widespread forest disease that causes the death of pine species. Researchers have explored the use of remote sensing imagery and deep learning algorithms to impro...

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Bibliographic Details
Main Authors: Peihua Cai, Guanzhou Chen, Haobo Yang, Xianwei Li, Kun Zhu, Tong Wang, Puyun Liao, Mengdi Han, Yuanfu Gong, Qing Wang, Xiaodong Zhang
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Remote Sensing
Subjects:
pine wilt disease (PWD)
YOLOv5-PWD
deep learning
remote sensing
single-tree level detection
object detection
Online Access:https://www.mdpi.com/2072-4292/15/10/2671

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