Identification of Forested Landslides Using LiDar Data, Object-based Image Analysis, and Machine Learning Algorithms

Identification of Forested Landslides Using LiDar Data, Object-based Image Analysis, and Machine Learning Algorithms

For identification of forested landslides, most studies focus on knowledge-based and pixel-based analysis (PBA) of LiDar data, while few studies have examined (semi-) automated methods and object-based image analysis (OBIA). Moreover, most of them are focused on soil-covered areas with gentle hillsl...

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Bibliographic Details
Main Authors: Xianju Li, Xinwen Cheng, Weitao Chen, Gang Chen, Shengwei Liu
Format: Article
Language:English
Published: MDPI AG 2015-07-01
Series:Remote Sensing
Subjects:
landslide inventory
LiDar
object-based image analysis
machine learning
the Three Gorges
Online Access:http://www.mdpi.com/2072-4292/7/8/9705

Internet

http://www.mdpi.com/2072-4292/7/8/9705

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