How accurate are the machine learning models in improving monthly rainfall prediction in hyper arid environment?
Faisal Baig, Luqman Ali, Muhammad Abrar Faiz, Haonan Chen, Mohsen Sherif
Topics & Concepts
Random forestUnivariateSupport vector machineMultilayer perceptronAridMultivariate statisticsLasso (programming language)Computer scienceMachine learningRegressionWind speedEnvironmental scienceArtificial intelligencePredictive modellingEvapotranspirationLinear regressionRegression analysisStatisticsMathematicsMeteorologyArtificial neural networkGeographyWorld Wide WebPaleontologyBiologyEcologyHydrological Forecasting Using AIMeteorological Phenomena and SimulationsClimate variability and models