The Sloping Mire Soil-Landscape of Southern Ecuador: Influence of Predictor Resolution and Model Tuning on Random Forest Predictions

The sloping mire landscape of the investigation area, in the southern Andes of Ecuador, is dominated by stagnic soils with thick organic layers. The recursive partitioning algorithm Random Forest was used to predict the spatial water stagnation pattern and the thickness of the organic layer from ter...

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Bibliographic Details
Main Authors: Mareike Ließ, Martin Hitziger, Bernd Huwe
Format: Article
Language:English
Published: Wiley 2014-01-01
Series:Applied and Environmental Soil Science
Online Access:http://dx.doi.org/10.1155/2014/603132
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