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A tropical cyclone similarity search algorithm based on deep learning method 期刊论文
ATMOSPHERIC RESEARCH, 2018, 214: 386-398
作者:  Wang, Yu;  Han, Lei;  Lin, Yin-Jing;  Shen, Yue;  Zhang, Wei
收藏  |  浏览/下载:6/0  |  提交时间:2019/04/09
Tropical cyclone track forecasting  Deep learning  Weather circulation  Feature extraction  
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  
Comparison of two long-term and high-resolution satellite precipitation datasets in Xinjiang, China 期刊论文
ATMOSPHERIC RESEARCH, 2018, 212: 150-157
作者:  Gao, Feng;  Zhang, Yuhu;  Chen, Qiuhua;  Wang, Peng;  Yang, Huirong;  Yao, Yunjun;  Cai, Wanyuan
收藏  |  浏览/下载:8/0  |  提交时间:2019/04/09
Satellite precipitation products  CHIRPS  PERSIANN-CDR  Xinjiang  
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  
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)  
Ground-based cloud classification by learning stable local binary patterns 期刊论文
ATMOSPHERIC RESEARCH, 2018, 207: 74-89
作者:  Wang, Yu;  Shi, Cunzhao;  Wang, Chunheng;  Xiao, Baihua
收藏  |  浏览/下载:7/0  |  提交时间:2019/04/09
Local binary patterns  Cloud classification  Feature selection and extraction  Texture image  
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:14/0  |  提交时间:2019/04/09
AVHRR sensor  Land surface temperature  NDVI  Emissivity