Instance selection in digital soil mapping: a study case in Rio Grande do Sul, Brazil

<p>A critical issue in digital soil mapping (DSM) is the selection of data sampling method for model training. One emerging approach applies instance selection to reduce the size of the dataset by drawing only relevant samples in order to obtain a representative subset that is still large enou...

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Bibliographic Details
Main Authors: Elvio Giasson, Alexandre ten Caten, Tatiane Bagatini, Benito Bonfatti
Format: Article
Language:English
Published: Universidade Federal de Santa Maria 2015-09-01
Series:Ciência Rural
Subjects:
Online Access:http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0103-84782015000901592&lng=en&tlng=en