Leveraging Sentinel-1/2 time series and deep learning for accurate forest tree species mapping

Accurate mapping of tree species is critical for forest management, carbon sequestration estimates and ecosystem assessment. Remote sensing provides an efficient approach using satellite image time series (SITS), but complex data poses challenges for classifiers and feature analysis. This study pres...

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Bibliographic Details
Main Authors: Jun Tan, Jing Li, Tianyue Ma, Xingguang Yan, Ziye Huo
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-07-01
Series:Frontiers in Forests and Global Change
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/ffgc.2025.1599510/full
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