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| 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.
![](/themes/default/image/downing1.png) 收藏  |  浏览/下载:35/0  |  提交时间:2022/01/18 AOD Beijing-Tianjin-Hebei CatBoost PM2.5 Remote sensing Wavelet decomposition |
| A model framework to reduce bias in ground-level PM2.5 concentrations inferred from satellite-retrieved AOD 期刊论文 ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 248 作者: Yao F.; Palmer P.I.
![](/themes/default/image/downing1.png) 收藏  |  浏览/下载:23/0  |  提交时间:2022/01/18 AOD Machine learning Model of atmospheric chemistry and transport PM2.5 Statistical regression |
| Estimating daily high-resolution PM2.5 concentrations over Texas: Machine Learning approach 期刊论文 ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 247 作者: Ghahremanloo M.; Choi Y.; Sayeed A.; Salman A.K.; Pan S.; Amani M.
![](/themes/default/image/downing1.png) 收藏  |  浏览/下载:26/0  |  提交时间:2022/01/18 BenMAP High-resolution PM2.5 Machine learning MODIS AOD Remote sensing Texas |
| Comparison of SCIPUFF predictions to SO2 measurements from instruments on the MetOp-A, MetOp-B, Aura and Suomi satellites from the 2016 fire at Al-Mishraq 期刊论文 ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 245 作者: Bradley S.; Franco M.; Hanna S.; Howard J.; Meris R.; Mazzola T.; Pate B.
![](/themes/default/image/downing1.png) 收藏  |  浏览/下载:122/0  |  提交时间:2022/01/18 Al-Mishraq Column density Evaluation Fire HPAC Satellite SCIPUFF SO2 Sulfur Sulfur dioxide Transport and dispersion Uncertainties Validation |
| Improving estimates of PM2.5 concentration and chemical composition by application of High Spectral Resolution Lidar (HSRL) and Creating Aerosol Types from chemistry (CATCH) algorithm 期刊论文 ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 250 作者: Meskhidze N.; Sutherland B.; Ling X.; Dawson K.; Johnson M.S.; Henderson B.; Hostetler C.A.; Ferrare R.A.
![](/themes/default/image/downing1.png) 收藏  |  浏览/下载:27/0  |  提交时间:2022/01/18 Aerosol chemical composition AQS CATCH CMAQ HSRL PM2.5 |
| Prediction of PM2.5 daily concentrations for grid points throughout a vast area using remote sensing data and an improved dynamic spatial panel model 期刊论文 ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 237 作者: Fu M.; Kelly J.A.; Clinch J.P.
![](/themes/default/image/downing1.png) 收藏  |  浏览/下载:27/0  |  提交时间:2022/01/18 Dynamic spatial panel model Out-of-sample prediction PM2.5 concentration Remote sensing Temporal-spatial correlation |
| Assessment of contribution of agricultural residue burning on air quality of Delhi using remote sensing and modelling tools 期刊论文 ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 230 作者: Nair M.; Bherwani H.; Kumar S.; Gulia S.; Goyal S.; Kumar R.
![](/themes/default/image/downing1.png) 收藏  |  浏览/下载:11/0  |  提交时间:2022/01/18 Aerosol optical depth Aerosol robotic network Aerosols Cloud-aerosol lidar with orthogonal polarization Hybrid single particle Lagrangian integrated trajectory model Navy aerosol analysis and prediction system Stubble burning |
| Integrating low-cost air quality sensor networks with fixed and satellite monitoring systems to study ground-level PM2.5 期刊论文 ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 223 作者: Li J.; Zhang H.; Chao C.-Y.; Chien C.-H.; Wu C.-Y.; Luo C.H.; Chen L.-J.; Biswas P.
![](/themes/default/image/downing1.png) 收藏  |  浏览/下载:33/0  |  提交时间:2022/01/18 Ground measurement Low-cost sensor Particulate matter Pollution mapping Remote sensing |
| A long short-term memory approach to predicting air quality based on social media data 期刊论文 ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 237 作者: Zhai W.; Cheng C.
![](/themes/default/image/downing1.png) 收藏  |  浏览/下载:23/0  |  提交时间:2022/01/18 2015 China Victory day parade Air quality prediction LSTM Social media |
| Comparison and complementary use of in situ and remote sensing aerosol measurements in the Athens Metropolitan Area 期刊论文 ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 228 作者: Vratolis S.; Fetfatzis P.; Argyrouli A.; Soupiona O.; Mylonaki M.; Maroufidis J.; Kalogridis A.-C.; Manousakas M.; Bezantakos S.; Binietoglou I.; Labzovskii L.D.; Solomos S.; Papayannis A.; Močnik G.; O’ Connor E.; Müller D.; Tzanis C.G.; Eleftheriadis K.
![](/themes/default/image/downing1.png) 收藏  |  浏览/下载:30/0  |  提交时间:2022/01/18 Aerosol mixing in the vertical In situ — Remote sensing comparison Regional aerosol addition to local aerosol |