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Evaluation of pre-processing and variable selection on energy dispersive X-ray fluorescence spectral data with partial least square regression: A case of study for soil organic carbon prediction

Felipe Rodrigues dos Santos, José Francirlei de Oliveira, Evandro Bona, Graziela Moraes de Césare Barbosa, Fábio Luiz Melquíades

2020Spectrochimica Acta Part B Atomic Spectroscopy35 citationsDOI

Topics & Concepts

Partial least squares regressionCalibrationMultivariate statisticsScalingMean squared errorChemometricsMathematicsStatisticsChemistryGeometryChromatographySpectroscopy and Chemometric AnalysesGeochemistry and Geologic MappingSoil Geostatistics and Mapping
Evaluation of pre-processing and variable selection on energy dispersive X-ray fluorescence spectral data with partial least square regression: A case of study for soil organic carbon prediction | Litcius