A machine learning algorithm to detect pine wilt disease using UAV-based hyperspectral imagery and LiDAR data at the tree level

Pine wilt disease (PWD) is a global destructive threat to forests, having caused extreme damage in China. Therefore, the establishment of an effective method to accurately monitor and map the infection stage by PWD is imperative. Unmanned aerial vehicle (UAV)-based hyperspectral imaging (HI) and lig...

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Bibliographic Details
Main Authors: Run Yu, Youqing Luo, Quan Zhou, Xudong Zhang, Dewei Wu, Lili Ren
Format: Article
Language:English
Published: Elsevier 2021-09-01
Series:International Journal of Applied Earth Observations and Geoinformation
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S0303243421000702