Surface water quality evaluation impacting drinking water sources and sanitation using water quality index, multivariate techniques, and interpretable machine learning models in Mahanadi River, Odisha (India)
Abhijeet Das
Topics & Concepts
Water qualitySurface waterMultivariate statisticsTurbidityEnvironmental scienceMachine learningPrincipal component analysisSupport vector machineStatisticsLinear regressionArtificial neural networkWater resourcesHydrology (agriculture)Agricultural engineeringRegressionMathematicsRegression analysisBayesian multivariate linear regressionArtificial intelligenceMultivariate analysisDecision treeEnvironmental engineeringQuality (philosophy)Random forestRange (aeronautics)KrigingPredictive modellingFarm waterWater treatmentPearson product-moment correlation coefficientVariance (accounting)Water scarcityVariance inflation factorData miningSurface runoffWater Quality and Pollution AssessmentWater Quality Monitoring TechnologiesHydrological Forecasting Using AI