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Remote sensing estimation of surface PM2.5 concentrations using a deep learning model improved by data augmentation and a particle size constraint

Shun‐Chao Yin, Tongwen Li, Xiao Cheng, Jingan Wu

2022Atmospheric Environment24 citationsDOI

Topics & Concepts

ResidualMean squared errorConstraint (computer-aided design)Deep learningArtificial neural networkArtificial intelligenceComputer scienceMathematicsMachine learningStatisticsAlgorithmGeometryAir Quality and Health ImpactsAir Quality Monitoring and ForecastingAtmospheric chemistry and aerosols
Remote sensing estimation of surface PM2.5 concentrations using a deep learning model improved by data augmentation and a particle size constraint | Litcius