Litcius/Paper detail

An integrated 3D CNN-GRU deep learning method for short-term prediction of PM2.5 concentration in urban environment

Marjan Faraji, Saeed Nadi, Omid Ghaffarpasand, Saeid Homayoni, Kay Downey

2022The Science of The Total Environment141 citationsDOI

Topics & Concepts

Convolutional neural networkAutoregressive integrated moving averageDeep learningAir quality indexComputer scienceTerm (time)Artificial intelligenceArtificial neural networkTime seriesMachine learningEnvironmental sciencePattern recognition (psychology)Data miningMeteorologyGeographyPhysicsQuantum mechanicsAir Quality Monitoring and ForecastingAir Quality and Health ImpactsVehicle emissions and performance