Calibrating MERRA-2 PM2.5 concentrations with aerosol diagnostics: testing different machine learning approaches in the Eastern Mediterranean
Gizem Tuna Tuygun, Serdar Gündoğdu, Tolga Elbir
Topics & Concepts
AerosolEnvironmental scienceNonlinear autoregressive exogenous modelAERONETMean squared errorSatelliteAtmospheric sciencesMeteorologyAutoregressive modelClimatologyAngstrom exponentStatisticsMathematicsGeologyEngineeringAerospace engineeringPhysicsAir Quality Monitoring and ForecastingAir Quality and Health ImpactsAtmospheric chemistry and aerosols