Individual Tree Classification Using Airborne LiDAR and Hyperspectral Data in a Natural Mixed Forest of Northeast China

This paper proposes a method to classify individual tree species groups based on individual tree segmentation and crown-level spectrum extraction (“crown-based ITC” for abbr.) in a natural mixed forest of Northeast China, and compares with the pixel-based classification and segme...

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Bibliographic Details
Main Authors: Dan Zhao, Yong Pang, Lijuan Liu, Zengyuan Li
Format: Article
Language:English
Published: MDPI AG 2020-03-01
Series:Forests
Subjects:
svm
Online Access:https://www.mdpi.com/1999-4907/11/3/303