Multi-features deep learning framework for aboveground biomass mapping in semi-arid forests by integrating LiDAR with Sentinel-1 and Sentinel-2 time series

Semi-arid forests harbour major carbon stocks. However, they have received little attention and are disappearing rapidly due to the global expansion of agriculture. The high-precision, large-scale estimation of semi-arid forest aboveground biomass (AGB) presents a major challenge to remote sensing b...

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Bibliographic Details

Published in:	Ecological Informatics
Main Authors:	Linjing Zhang, Jing Chen, Xinran Yin, Yaru Wang
Format:	Article
Language:	English
Published:	Elsevier 2025-11-01
Subjects:	Aboveground biomass Transformer Airborne LiDAR Sentinel-1 Sentinel-2 GEDI
Online Access:	http://www.sciencedirect.com/science/article/pii/S1574954125004170