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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...
Autores principales: | Bogner, Christina, Seo, Bumsuk, Rohner, Dorian, Reineking, Björn |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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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 |
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