Impact of multi-scale predictor selection for modeling soil properties

Applying a data mining tool used regularly in digital soil mapping, this research focuses on the optimal inclusion of predictors for soil–landscape modeling by utilizing as wide of a pool of variables as possible. Predictor variables for digital soil mapping are often chosen on the basis of data ava...

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Veröffentlicht in:	Geoderma 2015-02, Vol.239-240, p.97-106
Hauptverfasser:	Miller, Bradley A., Koszinski, Sylvia, Wehrhan, Marc, Sommer, Michael
Format:	Artikel
Sprache:	eng
Schlagworte:	Analysis scale Derivatives Digital Digital soil mapping Digital terrain analysis Hydrology Mathematical models Multiscale Pools Predictor variables Remote sensing Scale effect Soil mapping
Online-Zugang:	Volltext
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