Fine Classification of Urban Tree Species Based on UAV-Based RGB Imagery and LiDAR Data

Fine Classification of Urban Tree Species Based on UAV-Based RGB Imagery and LiDAR Data

Rapid and accurate classification of urban tree species is crucial for the protection and management of urban ecology. However, tree species classification remains a great challenge because of the high spatial heterogeneity and biodiversity. Addressing this challenge, in this study, unmanned aerial...

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Bibliographic Details
Main Authors: Jingru Wu, Qixia Man, Xinming Yang, Pinliang Dong, Xiaotong Ma, Chunhui Liu, Changyin Han
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Forests
Subjects:
UAV
RGB
LiDAR
feature extraction
tree species classification
Random Forest
Online Access:https://www.mdpi.com/1999-4907/15/2/390

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https://www.mdpi.com/1999-4907/15/2/390

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