Estimating the Growing Stem Volume of Chinese Pine and Larch Plantations based on Fused Optical Data Using an Improved Variable Screening Method and Stacking Algorithm

Estimating the Growing Stem Volume of Chinese Pine and Larch Plantations based on Fused Optical Data Using an Improved Variable Screening Method and Stacking Algorithm

Accurately estimating growing stem volume (GSV) is very important for forest resource management. The GSV estimation is affected by remote sensing images, variable selection methods, and estimation algorithms. Optical images have been widely used for modeling key attributes of forest stands, includi...

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Bibliographic Details
Main Authors: Xinyu Li, Zhaohua Liu, Hui Lin, Guangxing Wang, Hua Sun, Jiangping Long, Meng Zhang
Format: Article
Language:English
Published: MDPI AG 2020-03-01
Series:Remote Sensing
Subjects:
multispectral image fusion
spectral variable selection
combination effect
stacking algorithm
growing stem volume
chinese pine and larch plantations
Online Access:https://www.mdpi.com/2072-4292/12/5/871

Internet

https://www.mdpi.com/2072-4292/12/5/871

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