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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 |
| 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：32/0 | 提交时间：2022/01/18
Aerosol optical depth Data fusion Fine particulate matter Hourly PM2.5 Machine learning Sichuan basin |
| 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：23/0 | 提交时间：2022/01/18
Air quality Machine learning PM2.5 Smoke aerosol Vertical mixing |
| A CatBoost approach with wavelet decomposition to improve satellite-derived high-resolution PM2.5 estimates in Beijing-Tianjin-Hebei 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 249
作者: Ding Y.; Chen Z.; Lu W.; Wang X.
收藏 | 浏览/下载：32/0 | 提交时间：2022/01/18
AOD Beijing-Tianjin-Hebei CatBoost PM2.5 Remote sensing Wavelet decomposition |
| 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 |
| Modeling air pollution-related hospital admissions employing remote sensing and geographical information systems 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 261
作者: Tavera Busso I.; Rodríguez Núñez M.; Amarillo A.C.; Mettan F.; Carreras H.A.
收藏 | 浏览/下载：27/0 | 提交时间：2022/01/18
Land-use models Machine learning Respiratory diseases Suspended particles |
| 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 |
| 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：114/0 | 提交时间：2022/01/18
Artificial intelligence Atmospheric modeling Chemical scenario forecasting Chemical transport models Ethane Neural network Nitrogen dioxide Sulfur dioxide |
| Characteristics of PM2.5 spatial distribution and influencing meteorological conditions in Sichuan Basin, southwestern China 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 253
作者: Liu Y.; Shi G.; Zhan Y.; Zhou L.; Yang F.
收藏 | 浏览/下载：36/0 | 提交时间：2022/01/18
EOF Meteorological influence PM2.5 Spatial distribution The Sichuan basin |
