Prediction of topsoil organic carbon content with Sentinel-2 imagery and spectroscopic measurements under different conditions using an ensemble model approach with multiple pre-treatment combinations
James Kobina Mensah Biney, Radim Vašát, Stephen M. Bell, Ndiye Michael Kebonye, Aleš Klement, Kingsley John, Luboš Borůvka
Topics & Concepts
CalibrationRandom forestPartial least squares regressionSupport vector machineComputer scienceTopsoilMultivariate statisticsField (mathematics)Artificial intelligenceRemote sensingMachine learningPredictive modellingData miningPattern recognition (psychology)Environmental scienceStatisticsMathematicsSoil scienceSoil waterGeologyPure mathematicsSoil Geostatistics and MappingGeochemistry and Geologic MappingRemote Sensing in Agriculture