Estimating the Growing Stem Volume of Coniferous Plantations Based on Random Forest Using an Optimized Variable Selection Method

Estimating the Growing Stem Volume of Coniferous Plantations Based on Random Forest Using an Optimized Variable Selection Method

Forest growing stem volume (GSV) reflects the richness of forest resources as well as the quality of forest ecosystems. Remote sensing technology enables robust and efficient GSV estimation as it greatly reduces the survey time and cost while facilitating periodic monitoring. Given its red edge band...

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Bibliographic Details
Main Authors: Fugen Jiang, Mykola Kutia, Arbi J. Sarkissian, Hui Lin, Jiangping Long, Hua Sun, Guangxing Wang
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Sensors
Subjects:
forest growing stem volume
coniferous plantations
variable selection
texture feature
random forest
red-edge band
Online Access:https://www.mdpi.com/1424-8220/20/24/7248

Internet

https://www.mdpi.com/1424-8220/20/24/7248

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