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Partial least square regression based machine learning models for soil organic carbon prediction using visible–near infrared spectroscopy

Bappa Das, Debashis Chakraborty, Vinod Kumar Singh, Debarup Das, Rabi Narayan Sahoo, Pramila Aggarwal, Dayesh Murgaokar, Bhabani Prasad Mondal

2023Geoderma Regional31 citationsDOI

Topics & Concepts

Partial least squares regressionMultivariate statisticsSoil carbonSoil testEnvironmental scienceCalibrationMean squared errorLinear regressionStatisticsRegression analysisSoil organic matterDiffuse reflectance infrared fourier transformCoefficient of determinationSoil healthMathematicsSoil scienceSoil waterChemistryPhotocatalysisBiochemistryCatalysisSoil Geostatistics and MappingGeochemistry and Geologic MappingSpectroscopy and Chemometric Analyses
Partial least square regression based machine learning models for soil organic carbon prediction using visible–near infrared spectroscopy | Litcius