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Application of machine learning to large hail prediction - The importance of radar reflectivity, lightning occurrence and convective parameters derived from ERA5 期刊论文
ATMOSPHERIC RESEARCH, 2019, 227: 249-262
作者:  Czernecki, Bartosz;  Taszarek, Mateusz;  Marosz, Michal;  Polrolniczak, Marek;  Kolendowicz, Leszek;  Wyszogrodzki, Andrzej;  Szturc, Jan
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/27
Large hail  Forecasting  Thunderstorm  Machine learning  ERAS  EUCLID  ESWD  
Rapid identification of rainstorm disaster risks based on an artificial intelligence technology using the 2DPCA method 期刊论文
ATMOSPHERIC RESEARCH, 2019, 227: 157-164
作者:  Liu, Yuan-yuan;  Li, Lei;  Zhang, Wen-hai;  Chan, Pak-wai;  Liu, Ye-sen
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/27
Rainstorm  Risk identification  Artificial intelligence  Machine learning  2DPCA  
Assessing the impact of clean air action on air quality trends in Beijing using a machine learning technique 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2019, 19 (17) : 11303-11314
作者:  Vu, Tuan V.;  Shi, Zongbo;  Cheng, Jing;  Zhang, Qiang;  He, Kebin;  Wang, Shuxiao;  Harrison, Roy M.
收藏  |  浏览/下载：10/0  |  提交时间：2019/11/27
Machine learning transforms how microstates are sampled 期刊论文
SCIENCE, 2019, 365 (6457) : 982-983
作者:  Tackerman, Mark E.
收藏  |  浏览/下载：0/0  |  提交时间：2019/11/27
Exploring genetic interaction manifolds constructed from rich single-cell phenotypes 期刊论文
SCIENCE, 2019, 365 (6455) : 786-+
作者:  Norman, Thomas M.;  Horlbeck, Max A.;  Replogle, Joseph M.;  Ge, Alex Y.;  Xu, Albert;  Jost, Marco;  Gilbert, Luke A.;  Weissman, Jonathan S.
收藏  |  浏览/下载：11/0  |  提交时间：2019/11/27
An emulator approach to stratocumulus susceptibility 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2019, 19 (15)
作者:  Glassmeier, Franziska;  Hoffmann, Fabian;  Johnson, Jill S.;  Yamaguchi, Takanobu;  Carslaw, Ken S.;  Feingold, Graham
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/27
Machine learning for observation bias correction with application to dust storm data assimilation 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2019, 19 (15) : 10009-10026
作者:  Jin, Jianbing;  Lin, Hai Xiang;  Segers, Arjo;  Xie, Yu;  Heemink, Arnold
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/27
ARTIFICIAL INTELLIGENCE Bringing machine learning to the masses 期刊论文
SCIENCE, 2019, 365 (6452) : 416-417
作者:  Hutson, Matthew
收藏  |  浏览/下载：0/0  |  提交时间：2019/11/27
Continental-scale soil carbon composition and vulnerability modulated by regional environmental controls 期刊论文
NATURE GEOSCIENCE, 2019, 12 (7) : 547-+
作者:  Rossel, R. A. Viscarra;  Lee, J.;  Behrens, T.;  Luo, Z.;  Baldock, J.;  Richards, A.
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/27
Trends and challenges in robot manipulation 期刊论文
SCIENCE, 2019, 364 (6446) : 1149-+
作者:  Billard, Aude;  Kragic, Danica
收藏  |  浏览/下载：1/0  |  提交时间：2019/11/27