Assessing the effectiveness of artificial neural networks (ANN) and multiple linear regressions (MLR) in forcasting AQI and PM10 and evaluating health impacts through AirQ+ (case study: Tehran)
Seyedeh Reyhaneh Shams, Saba Kalantary, Ali Jahani, Seyed Mohammad Parsa Shams, Behrang Kalantari, Deveshwar Singh, Mazaher Moeinnadini, Yunsoo Choi
Topics & Concepts
Air quality indexMultilayer perceptronAir pollutionArtificial neural networkEnvironmental scienceParticulatesEnvironmental healthHealth effectLinear regressionStatisticsEnvironmental engineeringMeteorologyMathematicsComputer scienceMachine learningGeographyMedicineEcologyBiologyAir Quality and Health ImpactsAir Quality Monitoring and ForecastingNoise Effects and Management