Extraction of tree crowns damaged by Dendrolimus tabulaeformis Tsai et Liu via spectral-spatial classification using UAV-based hyperspectral images

Abstract Background Tree crown extraction is an important research topic in forest resource monitoring. In particular, it is a prerequisite for disease detection and mapping the degree of damage caused by forest pests. Unmanned aerial vehicle (UAV)-based hyperspectral imaging is effective for survey...

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Bibliographic Details
Main Authors: Ning Zhang, Yueting Wang, Xiaoli Zhang
Format: Article
Language:English
Published: BMC 2020-10-01
Series:Plant Methods
Subjects:
SVM
EPF
Online Access:http://link.springer.com/article/10.1186/s13007-020-00678-2