Time-sensitive prediction of NO2 concentration in China using an ensemble machine learning model from multi-source data
Chenliang Tao, Man Jia, Guoqiang Wang, Yuqiang Zhang, Qingzhu Zhang, Xianfeng Wang, Qiao Wang, Wenxing Wang, Wenxing Wang
Topics & Concepts
InterpretabilityResidualGradient boostingComputer scienceAir quality indexEnsemble forecastingEnsemble learningBoosting (machine learning)Machine learningData miningMean squared errorArtificial intelligenceRandom forestStatisticsMeteorologyMathematicsAlgorithmPhysicsAir Quality Monitoring and ForecastingAir Quality and Health ImpactsAtmospheric chemistry and aerosols