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Three-hourly PM2.5 and O3 concentrations prediction based on time series decomposition and LSTM model with attention mechanism

Yuanyue Chu, Jian Yao, De-wen Qiao, Zeyu Zhang, Chao-yong Zhong, Li‐Juan Tang

2023Atmospheric Pollution Research27 citationsDOI

Topics & Concepts

Random forestComputer scienceSeries (stratigraphy)Noise (video)Hilbert–Huang transformEnvironmental scienceArtificial intelligenceMachine learningStatisticsMathematicsWhite noisePaleontologyImage (mathematics)BiologyAir Quality Monitoring and ForecastingAir Quality and Health ImpactsVehicle emissions and performance
Three-hourly PM2.5 and O3 concentrations prediction based on time series decomposition and LSTM model with attention mechanism | Litcius