Estimate hourly PM2.5 concentrations from Himawari-8 TOA reflectance directly using geo-intelligent long short-term memory network
Bin Wang, Qiangqiang Yuan, Qianqian Yang, Liye Zhu, Tongwen Li, Liangpei Zhang
Topics & Concepts
Environmental scienceMean squared errorMeteorologyMorningPollutionSatelliteTerm (time)ReflectivityParticulatesAir pollutionRemote sensingAtmospheric sciencesStatisticsGeographyMathematicsEcologyInternal medicineAerospace engineeringOpticsBiologyOrganic chemistryQuantum mechanicsMedicineChemistryGeologyPhysicsEngineeringAir Quality and Health ImpactsAir Quality Monitoring and ForecastingImpact of Light on Environment and Health