Digital mapping of soil organic carbon using ensemble learning model in Mollisols of Hyrcanian forests, northern Iran
Samaneh Tajik, Shamsollah Ayoubi, Mojtaba Zeraatpisheh
Topics & Concepts
Mean squared errorRandom forestSupport vector machineDigital soil mappingMathematicsEnsemble learningStatisticsSoil carbonBootstrapping (finance)Coefficient of determinationSoil scienceCorrelation coefficientEnvironmental scienceDeciduousCross-validationSampling (signal processing)Computer scienceSoil classificationArtificial intelligenceSoil waterEcologyBiologyEconometricsFilter (signal processing)Computer visionSoil Geostatistics and MappingSoil Carbon and Nitrogen DynamicsGeochemistry and Geologic Mapping