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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  
Selection of climate models for projection of spatiotemporal changes in temperature of Iraq with uncertainties 期刊论文
ATMOSPHERIC RESEARCH, 2018, 213: 509-522
作者:  Salman, Saleem A.;  Shahid, Shamsuddin;  Ismail, Tarmizi;  Ahmed, Kamal;  Wang, Xiao-Jun
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
Temperature  Global circulation models  Systematic uncertainty  Representative concentration pathways  Quantile regression  Iraq  
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)  
Vertical distribution of aerosols over the Maritime Continent during El Nino 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2018, 18 (10) : 7095-7108
作者:  Cohen, Jason Blake;  Ng, Daniel Hui Loong;  Lim, Alan Wei Lun;  Chua, Xin Rong
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
Random forest meteorological normalisation models for Swiss PM10 trend analysis 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2018, 18 (9) : 6223-6239
作者:  Grange, Stuart K.;  Carslaw, David C.;  Lewis, Alastair C.;  Boleti, Eirini;  Hueglin, Christoph
收藏  |  浏览/下载：9/0  |  提交时间：2019/04/09
Combination of support vector machine, artificial neural network and random forest for improving the classification of convective and stratiform rain using spectral features of SEVIRI data 期刊论文
ATMOSPHERIC RESEARCH, 2018, 203: 118-129
作者:  Lazri, Mourad;  Ameur, Soltane
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
Support vector machine  Network neural  Random forest  MSG-SEVIRI  Radar image  Classification  
Predicting reaction performance in C-N cross-coupling using machine learning 期刊论文
SCIENCE, 2018, 360 (6385) : 186-190
作者:  Ahneman, Derek T.;  Estrada, Jesus G.;  Lin, Shishi;  Dreher, Spencer D.;  Doyle, Abigail G.
收藏  |  浏览/下载：10/0  |  提交时间：2019/11/27
Global patterns of tropical forest fragmentation 期刊论文
NATURE, 2018, 554 (7693) : 519-+
作者:  Taubert, Franziska;  Fischer, Rico;  Groeneveld, Juergen;  Lehmann, Sebastian;  Mueller, Michael S.;  Roedig, Edna;  Wiegand, Thorsten;  Huth, Andreas
收藏  |  浏览/下载：11/0  |  提交时间：2019/11/27