Spatial prediction of soil properties using random forest, k-nearest neighbors and cubist approaches in the foothills of the Ural Mountains, Russia
Azamat Suleymanov, И. Ф. Туктарова, Larisa Belan, Ruslan Suleymanov, И. М. Габбасова, Lyasan Araslanova
Topics & Concepts
Mean squared errorTopsoilRandom forestFoothillsCoefficient of determinationDigital soil mappingDigital elevation modelSoil mapSoil scienceEnvironmental scienceMathematicsRemote sensingSoil waterGeographyStatisticsCartographyArtificial intelligenceComputer scienceSoil Geostatistics and MappingGeochemistry and Geologic MappingSoil Carbon and Nitrogen Dynamics