Spatiotemporal PM2.5 estimations in China from 2015 to 2020 using an improved gradient boosting decision tree
Weihuan He, Huan Meng, Jie Han, Gaohui Zhou, Hui Zheng, Songlin Zhang
Topics & Concepts
BeijingEnvironmental scienceGradient boostingAerosolMeteorologyParticulatesAir quality indexPollutionChinaScale (ratio)Decision treeAtmospheric sciencesStatisticsComputer scienceMathematicsGeographyRandom forestCartographyData miningChemistryMachine learningOrganic chemistryGeologyBiologyEcologyArchaeologyAir Quality and Health ImpactsAir Quality Monitoring and ForecastingAtmospheric chemistry and aerosols