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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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Principais autores: Zhi Zhang, Xiaoxue Shen, Chunhua Yan, Ruili Li, Bing Li
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier 2025-09-01
coleção:Ecological Indicators
Assuntos:
Deep learning
Mangrove
Seaward expansion pattern
Species composition
Stand structure
UAV remote sensing
Acesso em linha:http://www.sciencedirect.com/science/article/pii/S1470160X25009860
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