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Improved prediction of hourly PM2.5 concentrations with a long short-term memory and spatio-temporal causal convolutional network deep learning model

Yinsheng Chen, Lin Huang, Xiaodong Xie, Zhenxin Liu, Jianlin Hu

2023The Science of The Total Environment22 citationsDOI

Topics & Concepts

Mean squared errorPrincipal component analysisDeep learningAir quality indexSalientComputer scienceCorrelation coefficientFeature (linguistics)Artificial intelligenceTerm (time)Convolutional neural networkCorrelationMachine learningStatisticsMeteorologyMathematicsGeographyLinguisticsPhysicsQuantum mechanicsPhilosophyGeometryAir Quality Monitoring and ForecastingAir Quality and Health ImpactsVehicle emissions and performance
Improved prediction of hourly PM2.5 concentrations with a long short-term memory and spatio-temporal causal convolutional network deep learning model | Litcius