Mapping the terrestrial ecoregions of the Purus-Madeira interfluve in the Amazon Forest using machine learning techniques

Arimatéa C. Ximenes,Silvana Amaral,Antônio Miguel Vieira Monteiro,Rodolfo Maduro Almeida,Dalton Morrison Valeriano

Forest Ecology and Management（2021）

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摘要

•The first ecoregion mapping using Machine Learning for the Amazon.•An ecoregion map is crucial when there are biodiversity information gaps.•14 ecoregions indicating high landscape heterogeneity for the Purus-Madeira interfluve.

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关键词

Spatial ecology,Ecoregions,Biodiversity,Self-organizing map,Landscape ecology,Geoprocessing

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