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Data assimilation of a dense wind profiler network and its impact on convective forecasting 期刊论文
ATMOSPHERIC RESEARCH, 2020, 238
作者:  Wang, Cheng;  Chen, Yaodeng;  Chen, Min;  Shen, Jie
收藏  |  浏览/下载：11/0  |  提交时间：2020/08/18
Data assimilation  Wind profiler radar observation  Momentum control variables  Numerical weather prediction  
Improving weather radar precipitation maps: A fuzzy logic approach 期刊论文
ATMOSPHERIC RESEARCH, 2020, 234
作者:  Silver, Micha;  Svoray, Tal;  Karnieli, Arnon;  Fredj, Erick
收藏  |  浏览/下载：9/0  |  提交时间：2020/07/02
Fuzzy logic  Precipitation  Gauges  Weather radar  Location-based  
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  
Tracking and characterization of convective cells through their maturation into stratiform storm elements using polarimetric radar and lightning detection 期刊论文
ATMOSPHERIC RESEARCH, 2019, 226: 192-207
作者:  Hu, Jiaxi;  Rosenfeld, Daniel;  Zrnic, Dusan;  Williams, Earle;  Zhang, Pengfei;  Snyder, Jeffrey C.;  Ryzhkov, Alexander;  Hashimshoni, Eyal;  Zhang, Renyi;  Weitz, Richard
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/27
Cloud tracking  Cloud microphysics  Radar observation  
Extreme rainfall from Hurricane Harvey (2017): Empirical intercomparisons of WRF simulations and polarimetric radar fields 期刊论文
ATMOSPHERIC RESEARCH, 2019, 223: 114-131
作者:  Yang, Long;  Smith, James;  Liu, Maofeng;  Baeck, Mary Lynn
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/27
The evaluation of EnVar method including hydrometeors analysis variables for assimilating cloud liquid/ice water path on prediction of rainfall events 期刊论文
ATMOSPHERIC RESEARCH, 2019, 219: 1-12
作者:  Meng, Deming;  Chen, Yaodeng;  Wang, Hongli;  Gao, Yufang;  Potthast, Roland;  Wang, Yuanbing
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/26
Data assimilation  EnVar method  Hydrometeors  Precipitation forecast  
Solving the storm split-merge problem-A combined storm identification, tracking algorithm 期刊论文
ATMOSPHERIC RESEARCH, 2019, 218: 335-346
作者:  Zan, Beilei;  Yu, Ye;  Li, Jianglin;  Zhao, Guo;  Zhang, Tong;  Ge, Jun
收藏  |  浏览/下载：3/0  |  提交时间：2019/04/09
Storm identification  Storm tracking  Split-merge  Algorithm evaluation  
Improvement of rainfall estimation from MSG data using Random Forests classification and regression 期刊论文
ATMOSPHERIC RESEARCH, 2018, 211: 62-72
作者:  Ouallouche, Fethi;  Lazri, Mourad;  Ameur, Soltane
收藏  |  浏览/下载：3/0  |  提交时间：2019/04/09
Rainfall estimation  Learning machine  Random Forest (RF)  Meteosat Second Generation (MSG)  
A statistical approach to radar rainfall estimates using polarimetric variables 期刊论文
ATMOSPHERIC RESEARCH, 2018, 209: 65-75
作者:  You, C. -H.;  Kang, M. -Y.;  Hwang, Y.;  Yee, J. -J.;  Jang, M.;  Lee, D-I.
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
Polarimetric variables  Drop size distribution  Multicollinearity  Rainfall estimation  Ensemble member  
PBL parameterization schemes sensitivity analysis on WRF modeling of a tornadic event environment in Skala Lakonia in September 2015 期刊论文
ATMOSPHERIC RESEARCH, 2018, 208: 116-131
作者:  Mylonas, Markos P.;  Nastos, Panagiotis T.;  Matsangouras, Ioannis T.
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
Mesoscale modeling  Tornado  Thermodynamic indices  Model parameterizations  Planetary boundary layer