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Impact of 1-and 2-moment cloud microphysics and horizontal resolution on lightning Potential Index within COSMO NWP model 期刊论文
ATMOSPHERIC RESEARCH, 2020, 237
作者:  Sokol, Zbynek;  Minarova, Jana
收藏  |  浏览/下载：5/0  |  提交时间：2020/07/02
Development of advanced artificial intelligence models for daily rainfall prediction 期刊论文
ATMOSPHERIC RESEARCH, 2020, 237
作者:  Binh Thai Pham;  Lu Minh Le;  Tien-Thinh Le;  Kien-Trinh Thi Bui;  Vuong Minh Le;  Hai-Bang Ly;  Prakash, Indra
收藏  |  浏览/下载：11/0  |  提交时间：2020/07/02
Rainfall  Artificial Neural Networks  Robustness analysis  Support Vector Machines  Adaptive Network based Fuzzy Inference System  Particle Swarm Optimization  
Regional climate models: 30 years of dynamical downscaling 期刊论文
ATMOSPHERIC RESEARCH, 2020, 235
作者:  Tapiador, Francisco J.;  Navarro, Andres;  Moreno, Raul;  Luis Sanchez, Jose;  Garcia-Ortega, Eduardo
收藏  |  浏览/下载：6/0  |  提交时间：2020/07/02
Assimilation of radar radial velocity data with the WRF hybrid 4DEnVar system for the prediction of hurricane Ike (2008) 期刊论文
ATMOSPHERIC RESEARCH, 2020, 234
作者:  Shen, Feifei;  Xu, Dongmei;  Min, Jinzhong;  Chu, Zhigang;  Li, Xin
收藏  |  浏览/下载：7/0  |  提交时间：2020/07/02
Radial velocity data  WRF data assimilation  4DEnVar  Numerical simulation  
Sensitivity analysis of raindrop size distribution parameterizations in WRF rainfall simulation 期刊论文
ATMOSPHERIC RESEARCH, 2019, 228: 1-13
作者:  Yang, Qiqi;  Dai, Qiang;  Han, Dawei;  Chen, Yiheng;  Zhang, Shuliang
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/27
Raindrop size distribution  WRF  Rainfall simulation  Microphysics parameterization  Morrison  WDM6  Thompson aerosol-aware  Disdrometer  
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  
Improving WRF model turbine-height wind-speed forecasting using a surrogate- based automatic optimization method 期刊论文
ATMOSPHERIC RESEARCH, 2019, 226: 1-16
作者:  Di, Zhenhua;  Ao, Juan;  Duan, Qingyun;  Wang, Jin;  Gong, Wei;  Shen, Chenwei;  Gan, Yanjun;  Liu, Zhao
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/27
WRF  Parameter optimization  Surrogate modeling-based optimization  Turbine-height wind-speed forecasting  
Comparison of the performances between the WRF and WRF-LES models in radiation fog - A case study 期刊论文
ATMOSPHERIC RESEARCH, 2019, 226: 76-86
作者:  Cui, Chixiao;  Bao, Yunxuan;  Yuan, Chengsong;  Li, Zihua;  Zong, Chen
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/27
Radiation fog  WRF model  WRF Nested LES (WRF-LES) model  Temperature inversion  Planetary boundary layer height  
Sub-daily temporal reconstruction of extreme precipitation events using NWP model simulations 期刊论文
ATMOSPHERIC RESEARCH, 2019, 224: 65-80
作者:  Bliznak, Vojtech;  Kaspar, Marek;  Mueller, Miloslav;  Zacharov, Petr
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/27
Extreme precipitation  Temporal reconstruction  NWP model  Verification  Czech Republic  
Ensemble flood forecasting based on a coupled atmospheric-hydrological modeling system with data assimilation 期刊论文
ATMOSPHERIC RESEARCH, 2019, 224: 127-137
作者:  Tian, Jiyang;  Liu, Jia;  Yan, Denghua;  Ding, Liuqian;  Li, Chuanzhe
收藏  |  浏览/下载：10/0  |  提交时间：2019/11/27
Numerical weather prediction  Data assimilation  Rainfall-runoff model  Atmospheric-hydrological modeling system  Ensemble flood forecasting