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Relationships Between Supermicrometer Sea Salt Aerosol and Marine Boundary Layer Conditions: Insights From Repeated Identical Flight Patterns 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2020, 125 (12)
作者:  Schlosser, Joseph S.;  Dadashazar, Hossein;  Edwards, Eva-Lou;  Hossein Mardi, Ali;  Prabhakar, Gouri;  Stahl, Connor;  Jonsson, Haflidi H.;  Sorooshian, Armin
收藏  |  浏览/下载：9/0  |  提交时间：2020/08/18
MONterey Aerosol Research Campaign (MONARC)  sea salt aerosol  EVS-3  wet scavenging  marine boundary layer  ACTIVATE  
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
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：9/0  |  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  
Evaluating Diffferent Machine Learning Methods for Upscaling Evapotranspiration from Flux Towers to the Regional Scale 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2018, 123 (16) : 8674-8690
作者:  Xu, Tongren;  Guo, Zhixia;  Liu, Shaomin;  He, Xinlei;  Meng, Yangfanyu;  Xu, Ziwei;  Xia, Youlong;  Xiao, Jingfeng;  Zhang, Yuan;  Ma, Yanfei;  Song, Lisheng
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
Automatic Cloud-Type Classification Based On the Combined Use of a Sky Camera and a Ceilometer 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2017, 122 (20)
作者:  Huertas-Tato, J.;  Rodriguez-Benitez, F. J.;  Arbizu-Barrena, C.;  Aler-Mur, R.;  Galvan-Leon, I.;  Pozo-Vazquez, D.
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
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：7/0  |  提交时间：2019/04/09
nowcasting  machine learning  convective storm