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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  
Evaluation and analysis of temperature for historical (1996-2015) and projected (2030-2060) climates in Pakistan using SimCLIM climate model: Ensemble application 期刊论文
ATMOSPHERIC RESEARCH, 2018, 213: 422-436
作者:  Amin, Asad;  Nasim, Wajid;  Fahad, Shah;  Ali, Shaukat;  Ahmad, Shakeel;  Rasool, Atta;  Saleem, Nadia;  Hammad, Hafiz Mohkum;  Sultana, Syeda Refat;  Mubeen, Muhammad;  Bakhat, Hafiz Faiq;  Ahmad, Naveed;  Shah, Ghulam Mustafa;  Adnan, Muhammad;  Noor, Muhammad;  Basir, Abdul;  Saud, Shah;  Rahman, Muhammad Habib Ur;  Paz, Joel O.
收藏  |  浏览/下载：9/0  |  提交时间：2019/04/09
Pakistan  Representative concentration pathway  Climate trends  Mann-Kendall  Climate model  
Statistical downscaling of precipitation using machine learning techniques 期刊论文
ATMOSPHERIC RESEARCH, 2018, 212: 240-258
作者:  Sachindra, D. A.;  Ahmed, K.;  Rashid, Md. Mamunur;  Shahid, S.;  Perera, B. J. C.
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
Statistical downscaling  Machine learning  Precipitation  Australia  Floods  Droughts  
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  
Assessment of the role of sea surface fluxes on eastern Mediterranean explosive cyclogenesis with the aid of the limited-area model COSMO.GR 期刊论文
ATMOSPHERIC RESEARCH, 2018, 208: 132-147
作者:  Kouroutzoglou, John;  Avgoustoglou, Euripides N.;  Flocas, Helena A.;  Hatzaki, Maria;  Skrimizeas, Panagiotis;  Keay, Kevin
收藏  |  浏览/下载：36/0  |  提交时间：2019/04/09
Explosive cyclogenesis  Mediterranean  Diabatic heating  Sea surface roughness  COSMO.GR model  
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  
Evaluation of wintertime precipitation forecasts over the Australian Snowy Mountains 期刊论文
ATMOSPHERIC RESEARCH, 2018, 207: 42-61
作者:  Huang, Yi;  Chubb, Thomas;  Sarmadi, Fahimeh;  Siems, Steven T.;  Manton, Michael J.;  Franklin, Charmaine N.;  Ebert, Elizabeth
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
Orographic precipitation  Quantitative precipitation forecast  Australian Snowy Mountains  Synoptic regimes  Lower-atmosphere stability  Cloud thermodynamic phase  
Future risk assessment by estimating historical heat wave trends with projected heat accumulation using SimCLIM climate model in Pakistan 期刊论文
ATMOSPHERIC RESEARCH, 2018, 205: 118-133
作者:  Nasim, Wajid;  Amin, Asad;  Fahad, Shah;  Awais, Muhammad;  Khan, Naeem;  Mubeen, Muhammad;  Wahid, Abdul;  Rehman, Muhammad Habibur;  Ihsan, Muhammad Zahid;  Ahmad, Shakeel;  Hussain, Sajjad;  Mian, Ishaq Alunad;  Khan, Bushra;  Jamal, Yousaf
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
GCMs  Risk  Annual  Seasonal  RCPs  Simulation  Climate change  
Uncertainties of statistical downscaling from predictor selection: Equifinality and transferability 期刊论文
ATMOSPHERIC RESEARCH, 2018, 203: 130-140
作者:  Fu, Guobin;  Charles, Stephen P.;  Chiew, Francis H. S.;  Ekstrom, Marie;  Potter, Nick J.
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
Statistical downscaling  Uncertainties  Equifinality  Transferability  Predictor selections  NHMM  GCMs  
Evaluating anemometer drift: A statistical approach to correct biases in wind speed measurement 期刊论文
ATMOSPHERIC RESEARCH, 2018, 203: 175-188
作者:  Azorin-Molina, Cesar;  Asin, Jesus;  McVicar, Tim R.;  Minola, Lorenzo;  Lopez-Moreno, Juan I.;  Vicente-Serrano, Sergio M.;  Chen, Deliang
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
Wind speed  Bearing ageing  Intercomparison  Regression models  Stilling phenomenon