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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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Príomhchruthaitheoirí: Jianwei Fan, Xiuling Yu, Liwei Ke, Qingyao Li, Zhi Li, Rongguo Zhao, Xiangyang Du, Jiuchun Yang
Formáid: Artigo
Teanga:Inglês
Foilsithe / Cruthaithe: Elsevier 2025-12-01
Sraith:Ecological Informatics
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Rochtain ar líne:http://www.sciencedirect.com/science/article/pii/S1574954125005187
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