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Spatial mapping of the provenance of storm dust: Application of data mining and ensemble modelling 期刊论文
ATMOSPHERIC RESEARCH, 2020, 233
作者:  Gholami, Hamid;  Mohamadifar, Aliakbar;  Collins, Adrian L.
收藏  |  浏览/下载:5/0  |  提交时间:2020/07/02
Dust provenance  Spatial modelling  Data mining algorithms  Multicollinearity  Receiver operating characteristic  Ensemble modelling  R software  
Linear correction method for improved atmospheric vertical profile retrieval based on ground-based microwave radiometer 期刊论文
ATMOSPHERIC RESEARCH, 2020, 232
作者:  Zhao, Yuxin;  Yan, Hualong;  Wu, Peng;  Zhou, Di
收藏  |  浏览/下载:11/0  |  提交时间:2020/07/02
Atmospheric profile retrieval  Brightness temperature correction  Linear regression  Vertical temperature  Water vapor profiles  
An improved retrieval method of atmospheric parameter profiles based on the BP neural network 期刊论文
ATMOSPHERIC RESEARCH, 2018, 213: 389-397
作者:  Zhao, Yuxin;  Zhou, Di;  Yan, Hualong
收藏  |  浏览/下载:7/0  |  提交时间:2019/04/09
Artificial neural network  Jacobian matrix  Layered retrieval method  Vertical temperature and water vapor profiles  
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  
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  
Estimating solar radiation using NOAA/AVHRR and ground measurement data 期刊论文
ATMOSPHERIC RESEARCH, 2018, 199: 93-102
作者:  Fallahi, Somayeh;  Amanollahi, Jamil;  Tzanis, Chris G.;  Ramli, Mohammad Firuz
收藏  |  浏览/下载:15/0  |  提交时间:2019/04/09
AVHRR sensor  Land surface temperature  NDVI  Emissivity  
Estimating Particulate Matter using satellite based aerosol optical depth and meteorological variables in Malaysia 期刊论文
ATMOSPHERIC RESEARCH, 2017, 193
作者:  Zaman, Nurul Amalin Fatihah Kamarul;  Kanniah, Kasturi Devi;  Kaskaoutis, Dimitris G.
收藏  |  浏览/下载:4/0  |  提交时间:2019/04/09
PM10  Satellite remote sensing  Artificial Neural Network  Multiple linear regressions  Meteorology  Malaysia  
Application of recurrent neural networks for drought projections in California 期刊论文
ATMOSPHERIC RESEARCH, 2017, 188
作者:  Le, J. A.;  El-Askary, H. M.;  Allali, M.;  Struppa, D. C.
收藏  |  浏览/下载:0/0  |  提交时间:2019/04/09
Drought  Southern California  El Nino  Palmer Z-Index  Recurrent neural networks