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Hourly PM2.5 concentration forecasting based on mode decomposition-recombination technique and ensemble learning approach in severe haze episodes of China

Wei Sun, Zhaoqi Li

2020Journal of Cleaner Production66 citationsDOI

Topics & Concepts

Ensemble learningHilbert–Huang transformEnsemble forecastingPartial autocorrelation functionHazeComputer scienceRobustness (evolution)AutocorrelationAlgorithmData miningArtificial intelligenceStatisticsMathematicsMachine learningTime seriesMeteorologyWhite noiseChemistryBiochemistryAutoregressive integrated moving averageGenePhysicsAir Quality Monitoring and ForecastingAir Quality and Health ImpactsWind and Air Flow Studies
Hourly PM2.5 concentration forecasting based on mode decomposition-recombination technique and ensemble learning approach in severe haze episodes of China | Litcius