Unveiling the impacts of 2D and 3D urban morphological indicators on sidewalk air pollution using mobile monitoring and interpretable machine learning
Xujing Yu, Jun Ma, Qian Wang
Topics & Concepts
Air pollutionUrban morphologyUrban planningAir quality indexAir monitoringEnvironmental scienceEnvironmental monitoringComputer sciencePollutionKey (lock)Air pollutantsMachine learningPredictive modellingUrban environmentUrban areaPollutantGeographyCartographyRemote sensingDecision treeEnvironmental planningUrban climateEnvironmental resource managementUrbanizationArtificial intelligenceEnvironmental pollutionMobile mappingTransport engineeringAir Quality Monitoring and ForecastingAir Quality and Health ImpactsImpact of Light on Environment and Health