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A General Framework for Global Retrievals of Trace Gases From IASI: Application to Methanol, Formic Acid, and PAN 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2018, 123 (24) : 13963-13984
作者:  Franco, B.;  Clarisse, L.;  Stavrakou, T.;  Mueller, J. -F;  Van Damme, M.;  Whitburn, S.;  Hadji-Lazaro, J.;  Hurtmans, D.;  Taraborrelli, D.;  Clerbaux, C.;  Coheur, P. -F
收藏  |  浏览/下载：12/0  |  提交时间：2019/04/09
remote sensing  IASI  neural network  volatile organic compound  
Short-Term Precipitation Forecast Based on the PERSIANN System and LSTM Recurrent Neural NetworksN 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2018, 123 (22) : 12543-12563
作者:  Asanjan, Ata Akbari;  Yang, Tiantian;  Hsu, Kuolin;  Sorooshian, Soroosh;  Lin, Junqiang;  Peng, Qidong
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
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  
Seasonal prediction of high-resolution temperature at 2-m height over Mongolia during boreal winter using both coupled general circulation model and artificial neural network 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 38 (14) : 5418-5429
作者:  Bayasgalan, Gerelchuluun;  Ahn, Joong-Bae
收藏  |  浏览/下载：16/0  |  提交时间：2019/04/09
artificial neural network  coupled general circulation model  Mongolian temperature  seasonal prediction  
Toward Data-Driven Weather and Climate Forecasting: Approximating a Simple General Circulation Model With Deep Learning 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2018, 45 (22) : 12616-12622
作者:  Scher, S.
收藏  |  浏览/下载：1/0  |  提交时间：2019/04/09
machine learning  weather prediction  neural networks  deep learning  climate models  
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  
On the classification of different flavours of Indian Ocean Dipole events 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 38 (13) : 4924-4937
作者:  Verdon-Kidd, Danielle C.
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
climate variability  DMI  ENSO  Indian Ocean Dipole  IOD  tropical Indian Ocean  
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