Modelling of daily lake surface water temperature from air temperature: Extremely randomized trees (ERT) versus Air2Water, MARS, M5Tree, RF and MLPNN
Salim Heddam, Mariusz Ptak, Senlin Zhu
Topics & Concepts
Mars Exploration ProgramMultivariate adaptive regression splinesMean squared errorRandom forestCorrelation coefficientCoefficient of determinationMultilayer perceptronPredictive modellingMultivariate statisticsStatisticsEnvironmental scienceAir temperatureMean radiant temperatureArtificial neural networkMachine learningHydrology (agriculture)Computer scienceLinear regressionMeteorologyMathematicsClimate changeEcologyGeographyBayesian multivariate linear regressionGeologyPhysicsAstronomyGeotechnical engineeringBiologyHydrological Forecasting Using AIFish Ecology and Management StudiesHydrology and Watershed Management Studies