Featured Publications
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 ResearchSpatiotemporal distributions of surface ozone levels in China from 2005 to 2017: A machine learning approach.
Liu R, Ma Z, Liu Y, Shao Y, Zhao W, Bi J. Spatiotemporal distributions of surface ozone levels in China from 2005 to 2017: A machine learning approach. Environment International 2020, 142: 105823. PMID: 32521347, DOI: 10.1016/j.envint.2020.105823.Peer-Reviewed Original Research
2023
Economic Growth Facilitates Household Fuel Use Transition to Reduce PM(2.5)-Related Deaths in China.
Shao Y, Liu R, Yang J, Liu M, Fang W, Hu L, Bi J, Ma Z. Economic Growth Facilitates Household Fuel Use Transition to Reduce PM(2.5)-Related Deaths in China. Environ Sci Technol 2023, 57: 12663-12673. PMID: 37558636, DOI: 10.1021/acs.est.3c03276.Peer-Reviewed Original Research
2022
Associations between short-term ambient ozone exposure and cause-specific mortality in rural and urban areas of Jiangsu, China
Lin C, Ma Y, Liu R, Shao Y, Ma Z, Zhou L, Jing Y, Bell ML, Chen K. Associations between short-term ambient ozone exposure and cause-specific mortality in rural and urban areas of Jiangsu, China. Environmental Research 2022, 211: 113098. PMID: 35288156, DOI: 10.1016/j.envres.2022.113098.Peer-Reviewed Original ResearchConceptsChronic obstructive pulmonary diseaseAmbient ozone exposureHealth effectsObstructive pulmonary diseaseIschemic heart diseaseRisk of mortalityCause-specific mortalityOzone exposureShort-term ozone exposureRandom-effects modelingAcute health effectsDaily nonaccidental mortalityAdverse health effectsPulmonary diseaseHeart diseaseNonaccidental mortalityEffect estimatesMortalityRural areasRural groupDiseaseExposureRural residentsCounty-specific effectsNational Population Census