2023
Integrating Augmented In Situ Measurements and a Spatiotemporal Machine Learning Model To Back Extrapolate Historical Particulate Matter Pollution over the United Kingdom: 1980–2019
Liu R, Ma Z, Gasparrini A, de la Cruz A, Bi J, Chen K. Integrating Augmented In Situ Measurements and a Spatiotemporal Machine Learning Model To Back Extrapolate Historical Particulate Matter Pollution over the United Kingdom: 1980–2019. Environmental Science And Technology 2023, 57: 21605-21615. PMID: 38085698, DOI: 10.1021/acs.est.3c05424.Peer-Reviewed Original Research
2022
High-resolution spatiotemporal modeling of daily near-surface air temperature in Germany over the period 2000–2020
Nikolaou N, Dallavalle M, Stafoggia M, Bouwer L, Peters A, Chen K, Wolf K, Schneider A. High-resolution spatiotemporal modeling of daily near-surface air temperature in Germany over the period 2000–2020. Environmental Research 2022, 219: 115062. PMID: 36535393, DOI: 10.1016/j.envres.2022.115062.Peer-Reviewed Original ResearchMeSH KeywordsEnvironmental MonitoringGermanyHot TemperatureHumansLinear ModelsTemperatureUrbanizationConceptsLand surface temperatureSatellite-based land surface temperatureNear-surface air temperatureAir temperatureStation TSurface temperatureMulti-stage modelingTemperatureLow errorHigh resolutionSpatiotemporal coverageHigh accuracyBetter performanceSpatial variabilityWeather stationsModelingSecond stageSpatiotemporal modelingFirst stageMaximum TSpatiotemporal variabilitySub
2018
Future ozone-related acute excess mortality under climate and population change scenarios in China: A modeling study
Chen K, Fiore AM, Chen R, Jiang L, Jones B, Schneider A, Peters A, Bi J, Kan H, Kinney PL. Future ozone-related acute excess mortality under climate and population change scenarios in China: A modeling study. PLOS Medicine 2018, 15: e1002598. PMID: 29969446, PMCID: PMC6029756, DOI: 10.1371/journal.pmed.1002598.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentAdultAge DistributionAge FactorsAgedAir PollutantsCardiovascular DiseasesCause of DeathChildChild, PreschoolChinaClimate ChangeEnvironmental MonitoringFemaleHealth StatusHumansInfantInfant, NewbornInhalation ExposureMaleMiddle AgedModels, TheoreticalOzonePopulation DynamicsPrognosisRespiratory Tract DiseasesRisk AssessmentRisk FactorsSeasonsTime FactorsUrban HealthVehicle EmissionsYoung AdultConceptsGlobal chemistry-climate modelChemistry-climate modelOzone-related mortalityRepresentative Concentration PathwaysEmission scenariosHigh global warmingGlobal warmingClimate changeChange scenariosOzone pollutionClimate Change (IPCC) Representative Concentration PathwaysEmission scenario RCP8.5Emission scenarios RCP4.5Future ozone projectionsStatistical downscaling approachModerate global warmingOzone precursor emissionsFine spatial resolutionSpatial resolutionHigh ambient ozoneOzone projectionsOzone changesOzone observationsScenario RCP8.5Change projections