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Performance comparison of Fengyun-4A and Himawari-8 in PM2.5 estimation in China 期刊论文
ATMOSPHERIC ENVIRONMENT, 2022, 卷号: 271
作者:  Hu Y.;  Zeng C.;  Li T.;  Shen H.
收藏  |  浏览/下载:28/0  |  提交时间:2022/01/18
Air pollution  FY-4A  Geostationary satellite  Himawari-8  PM2.5  
An interpretable deep forest model for estimating hourly PM10 concentration in China using Himawari-8 data 期刊论文
ATMOSPHERIC ENVIRONMENT, 2022, 卷号: 268
作者:  Chen B.;  Song Z.;  Shi B.;  Li M.
收藏  |  浏览/下载:42/0  |  提交时间:2022/01/18
AOD  Dust transport  Himawari-8  Machine learning  PM10  
The impacts of transported wildfire smoke aerosols on surface air quality in New York State: A multi-year study using machine learning 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 259
作者:  Hung W.-T.;  Lu C.-H.S.;  Alessandrini S.;  Kumar R.;  Lin C.-A.
收藏  |  浏览/下载:25/0  |  提交时间:2022/01/18
Air quality  Machine learning  PM2.5  Smoke aerosol  Vertical mixing  
Simulation of chemical transport model estimates by means of a neural network using meteorological data 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 254
作者:  Vlasenko A.;  Matthias V.;  Callies U.
收藏  |  浏览/下载:125/0  |  提交时间:2022/01/18
Artificial intelligence  Atmospheric modeling  Chemical scenario forecasting  Chemical transport models  Ethane  Neural network  Nitrogen dioxide  Sulfur dioxide  
Probabilistic merging and verification of monthly gridded aerosol products 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 247
作者:  Yang D.;  Gueymard C.A.
收藏  |  浏览/下载:10/0  |  提交时间:2022/01/18
Aerosol optical depth  Ensemble modeling  Merging  Optimal probabilistic fusion  Remote sensing  Verification  
Trend analysis of reduced nitrogen components over the Netherlands with the EMEP4NL and OPS model 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 248
作者:  van der Swaluw E.;  de Vries W.;  Sauter F.;  Wichink Kruit R.;  Vieno M.;  Fagerli H.;  van Pul A.
收藏  |  浏览/下载:23/0  |  提交时间:2022/01/18
EMEP  Eulerian modelling  OPS  Particulate matter  Secondary inorganic aerosols  Source-receptor modelling  
Role of advection in atmospheric ammonia: A case study at a Japanese lake basin influenced by agricultural ammonia sources 期刊论文
ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 243
作者:  Kubota T.;  Kuroda H.;  Watanabe M.;  Takahashi A.;  Nakazato R.;  Tarui M.;  Matsumoto S.;  Nakagawa K.;  Numata Y.;  Ouchi T.;  Hosoi H.;  Nakagawa M.;  Shinohara R.;  Kajino M.;  Fukushima K.;  Igarashi Y.;  Imamura N.;  Katata G.
收藏  |  浏览/下载:28/0  |  提交时间:2022/01/18
Advection  Atmospheric ammonia  Dry deposition  Lake basin  Lake ecosystem management  Passive sampling  
Comparison of the predictive results from the two dispersion models PUMA and LPELLO with the JR II field data 期刊论文
ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 233
作者:  Björnham O.;  Grahn H.;  Burman J.
收藏  |  浏览/下载:17/0  |  提交时间:2022/01/18
Atmospheric transport  Chlorine field experiment  Dense gas  Jack Rabbit II  Model evaluation  Uncertainty  
Estimating ground-level PM2.5 using micro-satellite images by a convolutional neural network and random forest approach 期刊论文
ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 230
作者:  Zheng T.;  Bergin M.H.;  Hu S.;  Miller J.;  Carlson D.E.
收藏  |  浏览/下载:23/0  |  提交时间:2022/01/18
CNN  Computer vision  Convolutional neural network  Fine particulate matter (PM2.5) prediction  Random forest  RF  Satellite imagery  
Emission characteristics of polybrominated diphenyl ethers from the thermal disassembly of waste printed circuit boards 期刊论文
ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 226
作者:  Tan S.;  Chen Z.;  Wang R.;  Guo J.;  Xu Z.
收藏  |  浏览/下载:27/0  |  提交时间:2022/01/18
Emission factors  Particulate PBDEs  Polybrominated diphenyl ethers (PBDEs)  Thermal disassembly  Waste printed circuit boards