Improved Mapping of Regional Forest Heights by Combining Denoise and LightGBM Method

Improved Mapping of Regional Forest Heights by Combining Denoise and LightGBM Method

Currently, the integration of satellite-based LiDAR (ICESat-2) and continuous remote sensing imagery has been extensively applied to mapping forest canopy height over large areas. A considerable fraction of low-quality photons exists in ICESAT-2/ATL08 products, which restricts the performance of reg...

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Bibliographic Details
Main Authors:	Mengting Sang, Hai Xiao, Zhili Jin, Junchen He, Nan Wang, Wei Wang
Format:	Article
Language:	English
Published:	MDPI AG 2023-11-01
Series:	Remote Sensing
Subjects:	forest canopy height ICESat-2 Landsat-8 Sentinel-2 LightGBM
Online Access:	https://www.mdpi.com/2072-4292/15/23/5436

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