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Machine learning for total cloud cover prediction

Ágnes Baran, Sebastian Lerch, Mehrez El Ayari, Sándor Baran

2021Repository KITopen (Karlsruhe Institute of Technology)33 citationsDOIOpen Access PDF

Topics & Concepts

Ensemble forecastingRandom forestForecast skillQuantitative precipitation forecastBoosting (machine learning)CalibrationGradient boostingComputer scienceMachine learningEnsemble learningMultilayer perceptronPerceptronLogistic regressionArtificial intelligenceStatisticsArtificial neural networkMeteorologyPrecipitationMathematicsGeographyMeteorological Phenomena and SimulationsClimate variability and modelsAtmospheric aerosols and clouds
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