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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Hlavní autoři: Christina Bogner, Bumsuk Seo, Dorian Rohner, Björn Reineking
Médium: Článek
Jazyk:English
Vydáno: Public Library of Science (PLoS) 2018-01-01
Edice:PLoS ONE
On-line přístup:http://europepmc.org/articles/PMC5784906?pdf=render