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| Improving the accuracy and spatial resolution of precipitable water vapor dataset using a neural network-based downscaling method 期刊论文
ATMOSPHERIC ENVIRONMENT, 2022, 卷号: 269
作者: Ma X.; Yao Y.; Zhang B.; Yang M.; Liu H.
  收藏 | 浏览/下载：31/0 | 提交时间：2022/01/18
Back propagation neural network Downscaling High resolution Precipitable water vapor |
| 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：41/0 | 提交时间：2022/01/18
AOD Dust transport Himawari-8 Machine learning PM10 |
| Simulation of surface ozone over Hebei province, China using Kolmogorov-Zurbenko and artificial neural network (KZ-ANN) combined model 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 261
作者: Gao S.; Bai Z.; Liang S.; Yu H.; Chen L.; Sun Y.; Mao J.; Zhang H.; Ma Z.; Azzi M.; Zhao H.
收藏 | 浏览/下载：13/0 | 提交时间：2022/01/18
ANN Hebei province KZ filter Meteorological factor Ozone Ozone precursor |
| Analysis of the air pollution climate of a central urban roadside supersite: London, Marylebone Road 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 258
作者: Kamara A.A.; Harrison R.M.
收藏 | 浏览/下载：26/0 | 提交时间：2022/01/18
Air quality Gaseous pollutants Particulate matter Roadside site Traffic pollution Trends |
| 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：22/0 | 提交时间：2022/01/18
Air quality Machine learning PM2.5 Smoke aerosol Vertical mixing |
| DecSolNet: A noise resistant missing information recovery framework for daily satellite NO2 columns 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 246
作者: Zhu S.; Xu J.; Yu C.; Wang Y.; Efremenko D.S.; Li X.; Sui Z.
收藏 | 浏览/下载：22/0 | 提交时间：2022/01/18
Data reconstruction Deep learning EMD NO2 columns Remote sensing Time series decomposition |
| Machine learning based bias correction for numerical chemical transport models 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 248
作者: Xu M.; Jin J.; Wang G.; Segers A.; Deng T.; Lin H.X.
收藏 | 浏览/下载：18/0 | 提交时间：2022/01/18
Air quality Neural network PM2.5 Short term forecast |
| Development of a PM2.5 prediction model using a recurrent neural network algorithm for the Seoul metropolitan area, Republic of Korea 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 245
作者: Chang-Hoi H.; Park I.; Oh H.-R.; Gim H.-J.; Hur S.-K.; Kim J.; Choi D.-R.
收藏 | 浏览/下载：25/0 | 提交时间：2022/01/18
Air quality Artificial intelligence (AI) Community multiscale air quality (CMAQ) PM 2.5 Recurrent neural network (RNN) |
| 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：110/0 | 提交时间：2022/01/18
Artificial intelligence Atmospheric modeling Chemical scenario forecasting Chemical transport models Ethane Neural network Nitrogen dioxide Sulfur dioxide |
| Estimation of ground-level particulate matter concentrations based on synergistic use of MODIS, MERRA-2 and AERONET AODs over a coastal site in the Eastern Mediterranean 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 261
作者: Tuna Tuygun G.; Gündoğdu S.; Elbir T.
收藏 | 浏览/下载：7/0 | 提交时间：2022/01/18
Aerosol optical depth (AOD) Artificial neural network Gap-filled AOD PM estimation |
