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Mapping and Understanding Patterns of Air Quality Using Satellite Data and Machine Learning 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2020, 125 (4)
作者:  Stirnberg, Roland;  Cermak, Jan;  Fuchs, Julia;  Andersen, Hendrik
收藏  |  浏览/下载：5/0  |  提交时间：2020/07/02
Detection of Non-Gaussian Behavior Using Machine Learning Techniques: A Case Study on the Lorenz 63 Model 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2020, 125 (2)
作者:  Goodliff, Michael;  Fletcher, Steven;  Kliewer, Anton;  Forsythe, John;  Jones, Andrew
收藏  |  浏览/下载：8/0  |  提交时间：2020/07/02
Ocean Biogeochemistry Control on the Marine Emissions of Brominated Very Short-Lived Ozone-Depleting Substances: A Machine-Learning Approach 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2019, 124 (22) : 12319-12339
作者:  Wang, Siyuan;  Kinnison, Douglas;  Montzka, Stephen A.;  Apel, Eric C.;  Hornbrook, Rebecca S.;  Hills, Alan J.;  Blake, Donald R.;  Barletta, Barbara;  Meinardi, Simone;  Sweeney, Colm;  Moore, Fred;  Long, Matthew;  Saiz-Lopez, Alfonso;  Pedro Fernandez, Rafael;  Tilmes, Simone;  Emmons, Louisa K.;  Lamarque, Jean-Francois
收藏  |  浏览/下载：18/0  |  提交时间：2020/02/17
very short lived substances (VSLS)  air-sea exchange  ocean biogeochemistry  machine Learning  
Estimating Regional Ground-Level PM2.5 Directly From Satellite Top-Of-Atmosphere Reflectance Using Deep Belief Networks 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2018, 123 (24) : 13875-13886
作者:  Shen, Huanfeng;  Li, Tongwen;  Yuan, Qiangqiang;  Zhang, Liangpei
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
PM2  5  satellite remote sensing  TOA reflectance  deep learning  
A Versatile Method for Ice Particle Habit Classification Using Airborne Imaging Probe Data 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2018, 123 (23) : 13472-13495
作者:  Praz, C.;  Ding, S.;  McFarquhar, G. M.;  Berne, A.
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
ice crystal  habit classification  optical array probe  machine learning  logistic regression  cloud microphysics  
A machine learning nowcasting method based on real-time reanalysis data 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2017, 122 (7)
作者:  Han, Lei;  Sun, Juanzhen;  Zhang, Wei;  Xiu, Yuanyuan;  Feng, Hailei;  Lin, Yinjing
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
nowcasting  machine learning  convective storm