Multivariate regional deep learning prediction of soil properties from near-infrared, mid-infrared and their combined spectra
Rumbidzai Nyawasha, Alexandre M.J.‐C. Wadoux, Pierre Todoroff, Régis Chikowo, Gatien N. Falconnier, Maeva Lagorsse, Marc Corbeels, Rémi Cardinael
Topics & Concepts
Multivariate statisticsUnivariatePartial least squares regressionSiltMultivariate analysisNear-infrared spectroscopySoil testSoil scienceSoil textureMathematicsEnvironmental scienceStatisticsSoil waterGeologyPhysicsQuantum mechanicsPaleontologySoil Geostatistics and MappingGeochemistry and Geologic MappingMineral Processing and Grinding