Object-Based Tree Species Classification Using Airborne Hyperspectral Images and LiDAR Data

Object-Based Tree Species Classification Using Airborne Hyperspectral Images and LiDAR Data

The identification of tree species is one of the most basic and key indicators in forest resource monitoring with great significance in the actual forest resource survey and it can comprehensively improve the efficiency of forest resource monitoring. The related research has mainly focused on single...

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Bibliographic Details
Main Authors: Yanshuang Wu, Xiaoli Zhang
Format: Article
Language:English
Published: MDPI AG 2019-12-01
Series:Forests
Subjects:
tree species classification
hyperspectral images
lidar
feature combination
k-nearest neighbor
support vector machine
Online Access:https://www.mdpi.com/1999-4907/11/1/32

Internet

https://www.mdpi.com/1999-4907/11/1/32

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