Time series-based PM2.5 concentration prediction in Jing-Jin-Ji area using machine learning algorithm models
Xin Ma, Tengfei Chen, Rubing Ge, Caocao Cui, Fan Xu, Qi Lv
Abstract
, lower compared with the other three models, and based on season level four models have the best prediction performances in winter time and the worst in summer time. And more importantly the demonstration of models' different performances in each city and each season is of great significance in environmental policy implications.
Topics & Concepts
Series (stratigraphy)AlgorithmMachine learningArtificial intelligenceTime seriesComputer scienceGeologyPaleontologyAir Quality Monitoring and ForecastingAir Quality and Health ImpactsAtmospheric chemistry and aerosols