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Classification of rare land cover types: Distinguishing annual and perennial crops in an agricultural catchment in South Korea

Many environmental data are inherently imbalanced, with some majority land use and land cover types dominating over rare ones. In cultivated ecosystems minority classes are often the target as they might indicate a beginning land use change. Most standard classifiers perform best on a balanced distr...

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Detalles Bibliográficos
Autores principales: Bogner, Christina, Seo, Bumsuk, Rohner, Dorian, Reineking, Björn
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5784906/
https://www.ncbi.nlm.nih.gov/pubmed/29370190
http://dx.doi.org/10.1371/journal.pone.0190476