Effects of different sources and spatial resolutions of environmental covariates on predicting soil organic carbon using machine learning in a semi-arid region of Iran
Younes Garosi, Shamsollah Ayoubi, Madlene Nussbaum, Mohsen Sheklabadi
Topics & Concepts
CovariateRandom forestFeature selectionTopsoilEnvironmental scienceSupport vector machineSoil carbonRemote sensingMean squared errorData setImage resolutionSpatial analysisNormalized Difference Vegetation IndexDigital soil mappingStatisticsComputer scienceMathematicsSoil scienceArtificial intelligenceClimate changeSoil mapSoil waterGeographyEcologyBiologySoil Geostatistics and MappingGeochemistry and Geologic MappingSoil Carbon and Nitrogen Dynamics