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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  
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：7/0  |  提交时间：2019/11/26
Data assimilation  EnVar method  Hydrometeors  Precipitation forecast  
Prediction of low-visibility events due to fog using ordinal classification 期刊论文
ATMOSPHERIC RESEARCH, 2018, 214: 64-73
作者:  Guijo-Rubio, D.;  Gutierrez, P. A.;  Casanova-Mateo, C.;  Sanz-Justo, J.;  Salcedo-Sanz, S.;  Hervas-Martinez, C.
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
Airports  Fog events prediction  Time series  Forecasting  Ordinal classification  Time series preprocessing  
Multi-stage hybridized online sequential extreme learning machine integrated with Markov Chain Monte Carlo copula-Bat algorithm for rainfall forecasting 期刊论文
ATMOSPHERIC RESEARCH, 2018, 213: 450-464
作者:  Ali, Mumtaz;  Deo, Ravinesh C.;  Downs, Nathan J.;  Maraseni, Tek
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
Rainfall forecasting  Markov chain Monte Carlo simulation  Copulas  Bat algorithm  OS-ELM  ELM  And RF  
An ensemble-ANFIS based uncertainty assessment model for forecasting multi-scalar standardized precipitation index 期刊论文
ATMOSPHERIC RESEARCH, 2018, 207: 155-180
作者:  Ali, Mumtaz;  Deo, Ravinesh C.;  Downs, Nathan J.;  Maraseni, Tek
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
Standardized precipitation index  Drought forecasting  Ensemble based adaptive neuro fuzzy inference system  M5 tree  Minimax probability machine regression  
Impact of the hybrid gain ensemble data assimilation on meso-scale numerical weather prediction over east China 期刊论文
ATMOSPHERIC RESEARCH, 2018, 206: 30-45
作者:  Wang, Yuanbing;  Min, Jinzhong;  Chen, Yaodeng
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
Numerical weather prediction  Data assimilation  Hybrid gain  
Analysis of sensitivity to different parameterization schemes for a subtropical cyclone 期刊论文
ATMOSPHERIC RESEARCH, 2018, 204: 21-36
作者:  Quitian-Hernandez, L.;  Fernandez-Gonzalez, S.;  Gonzalez-Aleman, J. J.;  Valero, F.;  Martin, M. L.
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
Subtropical cyclones  WRF model parameterizations  Cyclone phase space diagram  Track validation  Wind speed  Precipitable water  
Research and application of a novel hybrid decomposition-ensemble learning paradigm with error correction for daily PM10 forecasting 期刊论文
ATMOSPHERIC RESEARCH, 2018, 201: 34-45
作者:  Luo, Hongyuan;  Wang, Deyun;  Yue, Chenqiang;  Liu, Yanling;  Guo, Haixiang
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
Daily PM10 forecasting  Error correction  Fast ensemble empirical mode decomposition  Variational mode decomposition  Cuckoo search  Extreme learning machine