Detection of soil organic matter using hyperspectral imaging sensor combined with multivariate regression modeling procedures
Amanda Silveira Reis, Marlon Rodrigues, Gláucio Leboso Alemparte Abrantes dos Santos, Karym Mayara de Oliveira, Renato Herrig Furlanetto, Luís Guilherme Teixeira Crusiol, Everson Cézar, Marcos Rafael Nanni
Topics & Concepts
Hyperspectral imagingPartial least squares regressionMultivariate statisticsOxisolPrincipal component analysisSoil organic matterPrincipal component regressionLinear discriminant analysisOrganic matterSoil testLinear regressionEnvironmental scienceRegressionCoefficient of determinationRegression analysisSoil scienceRemote sensingMathematicsStatisticsSoil waterChemistryGeologyOrganic chemistrySoil Geostatistics and MappingSpectroscopy and Chemometric AnalysesRemote Sensing in Agriculture