Unveiling seaward expansion pattern in mangrove forests using UAV remote sensing and deep learning

Mangrove wetlands in China are naturally expanding seaward due to rapid sediment accretion, yet the dynamics of species competition and stand structure during this expansion remain unclear. Here, we developed an integrated remote sensing framework combining satellite imagery, unmanned aerial vehicle...

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Bibliographic Details

Main Authors:	Zhi Zhang, Xiaoxue Shen, Chunhua Yan, Ruili Li, Bing Li
Format:	Artigo
Language:	Inglês
Published:	Elsevier 2025-09-01
Series:	Ecological Indicators
Subjects:	Deep learning Mangrove Seaward expansion pattern Species composition Stand structure UAV remote sensing
Online Access:	http://www.sciencedirect.com/science/article/pii/S1470160X25009860
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