The Evaluation of Color Spaces for Large Woody Debris Detection in Rivers Using XGBoost Algorithm

The Evaluation of Color Spaces for Large Woody Debris Detection in Rivers Using XGBoost Algorithm

Large woody debris (LWD) strongly influences river systems, especially in forested and mountainous catchments. In Taiwan, LWD are mainly from typhoons and extreme torrential events. To effectively manage the LWD, it is necessary to conduct regular surveys on river systems. Simple, low cost, and accu...

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Bibliographic Details
Main Authors: Min-Chih Liang, Samkele S. Tfwala, Su-Chin Chen
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Remote Sensing
Subjects:
unmanned aerial vehicles (UAVs)
large woody debris
color space model
XGBoost algorithm
LWD volume estimation
Online Access:https://www.mdpi.com/2072-4292/14/4/998

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