Identification of tree species based on the fusion of UAV hyperspectral image and LiDAR data in a coniferous and broad-leaved mixed forest in Northeast China

Identification of tree species based on the fusion of UAV hyperspectral image and LiDAR data in a coniferous and broad-leaved mixed forest in Northeast China

Rapid and accurate identification of tree species via remote sensing technology has become one of the important means for forest inventory. This paper is to develop an accurate tree species identification framework that integrates unmanned airborne vehicle (UAV)-based hyperspectral image and light d...

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Bibliographic Details
Main Authors: Hao Zhong, Wenshu Lin, Haoran Liu, Nan Ma, Kangkang Liu, Rongzhen Cao, Tiantian Wang, Zhengzhao Ren
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-09-01
Series:Frontiers in Plant Science
Subjects:
hyperspectral
LiDAR
UAV
data fusion
tree species
feature optimization
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2022.964769/full

Internet

https://www.frontiersin.org/articles/10.3389/fpls.2022.964769/full

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