Individual Tree Species Identification for Complex Coniferous and Broad-Leaved Mixed Forests Based on Deep Learning Combined with UAV LiDAR Data and RGB Images

Individual Tree Species Identification for Complex Coniferous and Broad-Leaved Mixed Forests Based on Deep Learning Combined with UAV LiDAR Data and RGB Images

Automatic and accurate individual tree species identification is essential for the realization of smart forestry. Although existing studies have used unmanned aerial vehicle (UAV) remote sensing data for individual tree species identification, the effects of different spatial resolutions and combini...

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Bibliographic Details
Main Authors: Hao Zhong, Zheyu Zhang, Haoran Liu, Jinzhuo Wu, Wenshu Lin
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Forests
Subjects:
individual tree species identification
AMF GD YOLOv8
YOLOv8
UAV multisource remote sensing
RGB images
LiDAR
Online Access:https://www.mdpi.com/1999-4907/15/2/293

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