Classification of vegetation types in saline–alkali grassland of the Songnen Plain using multispectral UAV imagery and ensemble learning

Accurate classification of saline–alkali grassland vegetation presents considerable challenges due to high inter-class spectral similarity and severe class imbalance, which significantly limit traditional remote sensing approaches. This study introduces a stacking ensemble learning framework integra...

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Detalhes bibliográficos

Principais autores:	Jianwei Fan, Xiuling Yu, Liwei Ke, Qingyao Li, Zhi Li, Rongguo Zhao, Xiangyang Du, Jiuchun Yang
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Elsevier 2025-12-01
coleção:	Ecological Informatics
Assuntos:	Unmanned Aerial Vehicle (UAV) Multispectral imagery Stacking ensemble model Grassland communities Salinization Image classification
Acesso em linha:	http://www.sciencedirect.com/science/article/pii/S1574954125005187
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