Prediction of various soil properties for a national spatial dataset of Scottish soils based on four different chemometric approaches: A comparison of near infrared and mid-infrared spectroscopy
R. K. Haghi, E. Pérez-Fernández, A. H. Jean Robertson
Topics & Concepts
Attenuated total reflectionFourier transform infrared spectroscopyPartial least squares regressionMean squared errorDiffuse reflectance infrared fourier transformSpectroscopyNear-infrared spectroscopyLinear regressionSupport vector machineSoil scienceEnvironmental scienceMathematicsArtificial intelligenceChemistryComputer scienceStatisticsOpticsPhysicsBiochemistryCatalysisPhotocatalysisQuantum mechanicsSpectroscopy and Chemometric AnalysesGeochemistry and Geologic MappingSoil Geostatistics and Mapping