Predicting soil phosphorus and studying the effect of texture on the prediction accuracy using machine learning combined with near-infrared spectroscopy
Reda Rabie, Taoufiq Saffaj, Salah Eddine Itqiq, Ilham Bouzida, Ouadi Saidi, Kaoutar Yaakoubi, Brahim Lakssir, Najib El Mernissi, El Mestafa El Hadrami
Topics & Concepts
Partial least squares regressionSupport vector machineLoamSoil textureArtificial intelligencePhosphorusChemometricsArtificial neural networkRegression analysisRegressionComputer scienceMachine learningMathematicsSoil waterStatisticsSoil scienceEnvironmental scienceChemistryOrganic chemistrySoil Geostatistics and MappingSpectroscopy and Chemometric AnalysesWater Quality Monitoring and Analysis