Mapping 30 m Fractional Forest Cover over China’s Three-North Region from Landsat-8 Data Using Ensemble Machine Learning Methods

Mapping 30 m Fractional Forest Cover over China’s Three-North Region from Landsat-8 Data Using Ensemble Machine Learning Methods

The accurate monitoring of forest cover and its changes are essential for environmental change research, but current satellite products for forest coverage carry many uncertainties. This study used 30-m Landsat-8 data, and aggregated 1-m GaoFen-2 (GF-2) satellite images to construct the training sam...

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Bibliographic Details
Main Authors: Xiaobang Liu, Shunlin Liang, Bing Li, Han Ma, Tao He
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Remote Sensing
Subjects:
Three-North region of China
fraction forest cover
machine learning algorithm ensemble
Landsat-8
Gaofen-2
Online Access:https://www.mdpi.com/2072-4292/13/13/2592

Internet

https://www.mdpi.com/2072-4292/13/13/2592

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