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| Research on Missing Value Imputation to Improve the Validity of Air Quality Data Evaluation on the Qinghai-Tibetan Plateau 期刊论文
ATMOSPHERE, 2023, 卷号: 14, 期号: 12
作者: Wang, Yumeng; Liu, Ke; He, Yuejun; Fu, Qiming; Luo, Wei; Li, Wentao; Liu, Xuan; Wang, Pengfei; Xiao, Siyuan
  收藏 | 浏览/下载：10/0 | 提交时间：2024/03/01
deep learning missing value imputation data validity air quality Qinghai-Tibet Plateau |
| Improvement of PM2.5 forecast over China by the joint adjustment of initial conditions and emissions with the NLS-4DVar method 期刊论文
ATMOSPHERIC ENVIRONMENT, 2022, 卷号: 271
作者: Zhang S.; Tian X.; Han X.; Zhang M.; Zhang H.; Mao H.
收藏 | 浏览/下载：63/0 | 提交时间：2022/01/18
Air quality forecast Data assimilation NLS-4DVar method WRF-CMAQ model |
| Data assimilation methods for urban air quality at the local scale 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 253
作者: Nguyen C.V.; Soulhac L.
收藏 | 浏览/下载：27/0 | 提交时间：2022/01/18
Air quality Data assimilation Urban dispersion model |
| Assessing local emission for air pollution via data experiments 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 252
作者: Zhu Y.; Liang Y.; Chen S.X.
收藏 | 浏览/下载：25/0 | 提交时间：2022/01/18
Air-quality assessment Calm episodes Meteorological adjustment Panel data regression Quasi-experiment |
| Enhancing the Evaluation and Interpretability of Data-Driven Air Quality Models 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 246
作者: Gu J.; Yang B. ; Brauer M.; Zhang K.M.
收藏 | 浏览/下载：49/0 | 提交时间：2022/01/18
Air quality modeling Data-driven model Linear regression Model evaluation Model interpretability Random forest Repeated cross-validations SHAP |
| The mechanisms and seasonal differences of the impact of aerosols on daytime surface urban heat island effect 期刊论文
, 2020, 卷号: 20, 期号: 11
作者: Han W.; Li Z.; Wu F.; Zhang Y.; Guo J.; Su T.; Cribb M.; Fan J.; Chen T.; Wei J.; Lee S.-S.
收藏 | 浏览/下载：42/0 | 提交时间：2020/07/28
aerosol air quality airflow atmospheric pollution boundary layer climate forcing ground-based measurement heat island radiative forcing satellite data surface temperature thermodynamics urbanization |
| Forecasting PM10 and PM2.5 in the Aburrá Valley (Medellín, Colombia) via EnKF based data assimilation 期刊论文
ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 232
作者: Lopez-Restrepo S.; Yarce A.; Pinel N.; Quintero O.L.; Segers A.; Heemink A.W.
收藏 | 浏览/下载：233/0 | 提交时间：2022/01/18
Air quality modelling Chemical transport model Data assimilation Ensemble kalman filter Particulate matter |
| High PM10 concentrations in the city of Buenos Aires and their relationship with meteorological conditions 期刊论文
ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 241
作者: Pineda Rojas A.L.; Borge R.; Mazzeo N.A.; Saurral R.I.; Matarazzo B.N.; Cordero J.M.; Kropff E.
收藏 | 浏览/下载：40/0 | 提交时间：2022/01/18
Air quality data Buenos Aires Exceedance conditions Meteorological data |
| The abnormal change of air quality and air pollutants induced by the forest fire in Sumatra and Borneo in 2015 期刊论文
, 2020, 卷号: 243
作者: Yin S.; Wang X.; Guo M.; Santoso H.; Guan H.
收藏 | 浏览/下载：44/0 | 提交时间：2020/07/28
Air quality Carbon monoxide Deforestation Fire hazards Nitrogen oxides Remote sensing Aerosol optical depths Ambient air quality Fire radiative power Meteorological datasets Meteorological factors PM2.5 concentration Precipitation anomalies Temperature anomaly Fires air quality atmospheric pollution carbon monoxide data set El Nino forest fire nitrogen dioxide remote sensing satellite data temperature anomaly Borneo Greater Sunda Islands Indian Ocean Indian Ocean (Equatorial) Pacific Ocean Pacific Ocean (Equatorial) Sumatra Sunda Isles |
| Dust emission and transport in Northwest China: WRF-Chem simulation and comparisons with multi-sensor observations 期刊论文
, 2020, 卷号: 241
作者: Zhao J.; Ma X.; Wu S.; Sha T.
收藏 | 浏览/下载：39/0 | 提交时间：2020/07/28
Arid regions Erosion Landforms Meteorology Particle size Particle size analysis Precipitation (chemical) Satellites Size distribution Transport properties Weather forecasting Assimilation Model results Multi-sensor observations Pm10 mass concentrations Process analysis Spatio-temporal variation Weather research and forecasting models WRF-Chem Dust air quality atmospheric pollution carbon emission concentration (composition) dust satellite data satellite imagery China Qinghai-Xizang Plateau |
