Soil organic carbon (SOC) prediction in Australian sugarcane fields using Vis–NIR spectroscopy with different model setting approaches
Xueyu Zhao, Dongxue Zhao, Jie Wang, John Triantafilis
Topics & Concepts
Soil carbonPartial least squares regressionCoefficient of determinationRandom forestConcordance correlation coefficientCalibrationCorrelation coefficientTopsoilSoil scienceEnvironmental scienceSupport vector machineMathematicsRemote sensingStatisticsSoil waterComputer scienceMachine learningGeologySoil Geostatistics and MappingMineral Processing and GrindingSpectroscopy and Chemometric Analyses