Advancing methodologies for applying machine learning and evaluating spatiotemporal models of fine particulate matter (PM2.5) using satellite data over large regions
Allan C. Just, Kodi B. Arfer, Johnathan Rush, Michael Dorman, Alexandra Shtein, Alexei Lyapustin, Itai Kloog
Topics & Concepts
OverfittingGradient boostingMean squared errorSatelliteMachine learningParticulatesComputer scienceEnvironmental scienceArtificial intelligenceDeep learningRandom forestRemote sensingData miningArtificial neural networkGeographyStatisticsMathematicsEngineeringAerospace engineeringBiologyEcologyAir Quality and Health ImpactsAir Quality Monitoring and ForecastingClimate Change and Health Impacts