Spatial Analysis of Dense LiDAR Point Clouds for Tree Species Group Classification Using Individual Tree Metrics

Spatial Analysis of Dense LiDAR Point Clouds for Tree Species Group Classification Using Individual Tree Metrics

This study presents a method of tree species classification using individual tree metrics derived from a three-dimensional point cloud from unmanned aerial vehicle laser scanning (ULS). In this novel approach, we evaluated the metrics of 1045 trees using generalized linear model (GLM) and random for...

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Bibliographic Details
Main Authors: Martin Slavík, Karel Kuželka, Roman Modlinger, Peter Surový
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Forests
Subjects:
LiDAR
UAV
forestry
species classification
individual tree metrics approach
Online Access:https://www.mdpi.com/1999-4907/14/8/1581

Internet

https://www.mdpi.com/1999-4907/14/8/1581

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