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Estimating aerosol optical extinction across eastern China in winter during 2014–2019 using the random forest approach 期刊论文
ATMOSPHERIC ENVIRONMENT, 2022, 卷号: 269
作者:  Chen X.;  Li X.;  Li X.;  Liang J.;  Li J.;  Chen G.;  Pei Z.;  Wei X.;  Zeng G.
收藏  |  浏览/下载:38/0  |  提交时间:2022/01/18
Haze pollution  Optical extinction  PM2.5  Random forests  Slower decline trend  
Deriving hourly full-coverage PM2.5 concentrations across China's Sichuan Basin by fusing multisource satellite retrievals: A machine-learning approach 期刊论文
ATMOSPHERIC ENVIRONMENT, 2022, 卷号: 271
作者:  Liu Y.;  Li C.;  Liu D.;  Tang Y.;  Seyler B.C.;  Zhou Z.;  Hu X.;  Yang F.;  Zhan Y.
收藏  |  浏览/下载:33/0  |  提交时间:2022/01/18
Aerosol optical depth  Data fusion  Fine particulate matter  Hourly PM2.5  Machine learning  Sichuan basin  
Can tree-ring chemistry be used to monitor atmospheric nanoparticle contamination over time? 期刊论文
ATMOSPHERIC ENVIRONMENT, 2022, 卷号: 268
作者:  Ballikaya P.;  Marshall J.;  Cherubini P.
收藏  |  浏览/下载:37/0  |  提交时间:2022/01/18
Air quality  Dendrochronology  Nanoparticle  Particulate matter  Tree-ring chemistry  
Combined land-use and street view image model for estimating black carbon concentrations in urban areas 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 265
作者:  Liu X.;  Hadiatullah H.;  Zhang X.;  Schnelle-Kreis J.;  Zhang X.;  Lin X.;  Cao X.;  Zimmermann R.
收藏  |  浏览/下载:31/0  |  提交时间:2022/01/18
Black carbon  Land-use  Random forest  Street view images  
Roles of meteorological factors in inter-regional variations of fine and coarse PM concentrations over the Republic of Korea 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 264
作者:  Lee G.;  Lee Y.G.;  Jeong E.;  Ho C.-H.
收藏  |  浏览/下载:27/0  |  提交时间:2022/01/18
Korea  Meteorological variable  PM10  PM2.5  PM2.5–10  
Gaussian Markov random fields improve ensemble predictions of daily 1 km PM2.5 and PM10 across France 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 264
作者:  Hough I.;  Sarafian R.;  Shtein A.;  Zhou B.;  Lepeule J.;  Kloog I.
收藏  |  浏览/下载:135/0  |  提交时间:2022/01/18
Aerosol optical depth  Ensemble model  Epidemiology  Exposure assessment  Particulate matter  
Assessment of the external contribution to Olea pollen levels in southeastern Spain 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 257
作者:  Viney A.;  Nicolás J.F.;  Galindo N.;  Fernández J.;  Soriano-Gomis V.;  Varea M.
收藏  |  浏览/下载:13/0  |  提交时间:2022/01/18
Backward trajectories  Cluster analysis  Exposure thresholds  Mediterranean region  Olea pollen  
Formation of secondary organic aerosols from the reaction of γ-terpinene with ozone: yields and morphology 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 262
作者:  Fayad L.;  Coeur C.;  Houzel N.;  Deboudt K.;  Sécordel X.;  Bouzidi H.;  Mouret G.
收藏  |  浏览/下载:26/0  |  提交时间:2022/01/18
Secondary organic aerosols  Simulation chamber  γ-terpinene ozonolysis  
Evaluation of gap-filling approaches in satellite-based daily PM2.5 prediction models 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 244
作者:  Xiao Q.;  Geng G.;  Cheng J.;  Liang F.;  Li R.;  Meng X.;  Xue T.;  Huang X.;  Kan H.;  Zhang Q.;  He K.
收藏  |  浏览/下载:12/0  |  提交时间:2022/01/18
CMAQ  Gap-filling approaches  PM2.5  Random forest  Satellite data  
Declining dry deposition of NO2 and SO2 with diverse spatiotemporal patterns in China from 2013 to 2018 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 262
作者:  Zhou K.;  Zhao Y.;  Zhang L.;  Xi M.
收藏  |  浏览/下载:16/0  |  提交时间:2022/01/18
Air pollution control  Dry deposition  Random forest  Spatiotemporal pattern