Improving the accuracy of soil organic carbon content prediction based on visible and near-infrared spectroscopy and machine learning
Mingxing Xu, Xianyao Chu, Yesi Fu, Changjiang Wang, Shaohua Wu
Topics & Concepts
Partial least squares regressionMean squared errorCalibrationSmoothingCoefficient of determinationMathematicsContent (measure theory)Correlation coefficientChemometricsArtificial intelligenceStatisticsRemote sensingComputer scienceMachine learningGeologyMathematical analysisSoil Geostatistics and MappingGeochemistry and Geologic MappingSpectroscopy and Chemometric Analyses