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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  
Model output statistics downscaling using support vector machine for the projection of spatial and temporal changes in rainfall of Bangladesh 期刊论文
ATMOSPHERIC RESEARCH, 2018, 213: 149-162
作者:  Pour, Sahar Hadi;  Shahid, Shamsuddin;  Chung, Eun-Sung;  Wang, Xiao-Jun
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
Statistical downscaling  Model output statistics  Climate change projection  Representative concentration pathways  Support vector machine  
Input selection and data-driven model performance optimization to predict the Standardized Precipitation and Evaporation Index in a drought-prone region 期刊论文
ATMOSPHERIC RESEARCH, 2018, 212: 130-149
作者:  Mouatadid, Soukayna;  Raj, Nawin;  Deo, Ravinesh C.;  Adarnowski, Jan F.
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
Machine learning  Drought prediction  Australia  Standardized Precipitation and Evapotranspiration Index (SPEI)  Hydrological drought  Water management  
Study of very long-period extreme precipitation records in Thessaloniki, Greece 期刊论文
ATMOSPHERIC RESEARCH, 2018, 208: 106-115
作者:  Pakalidou, Nikoletta;  Karacosta, Petroula
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
Extreme precipitation  Statistical analysis  Taylor diagrams  Mann-Kendall test  Extreme value statistics  Extreme probability distributions  Thessaloniki (Greece)  
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