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Browsing Natural and Agricultural Sciences by Subject "k-Nearest neighbor (k-NN)"

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Seasonal separation of African savanna components using WorldView-2 imagery : a comparison of pixel- and object-based approaches and selected classification algorithms

Kaszta, Zaneta; Van De Kerchove, Ruben; Ramoelo, Abel; Cho, Moses Azong; Madonsela, Sabelo; Mathieu, Renaud; Wolff, Eleonore (MDPI Publishing, 2016-09-16)

Separation of savanna land cover components is challenging due to the high heterogeneity of this landscape and spectral similarity of compositionally different vegetation types. In this study, we tested the usability of ...

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