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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  
Using multi-model ensembles of CMIP5 global climate models to reproduce observed monthly rainfall and temperature with machine learning methods in Australia 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 38 (13) : 4891-4902
作者:  Wang, Bin;  Zheng, Lihong;  Liu, De Li;  Ji, Fei;  Clark, Anthony;  Yu, Qiang
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
GCMs  machine learning  multi-model ensemble  random forest  support vector machine  
Seasonal precipitation forecast over Mexico based on a hybrid statistical-dynamical approach 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 38 (11) : 4051-4065
作者:  Fuentes-Franco, Ramon;  Giorgi, Filippo;  Pavia, Edgar G.;  Graef, Federico;  Coppola, Erika
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
hybrid model  interannual variability  seasonal forecast  
Using all data to improve seasonal sea surface temperature predictions: A combination-based model forecast with unequal observation lengths 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 38 (8) : 3215-3223
作者:  Khan, Mohammad Zaved Kaiser;  Sharma, Ashish;  Mehrotra, Rajeshwar
收藏  |  浏览/下载：0/0  |  提交时间：2019/04/09
model combination  seasonal prediction  sea surface temperature  unequal data length  
Criteria to evaluate the validity of multi-model ensemble methods 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 38 (8) : 3432-3438
作者:  Zhang, Xianliang;  Yan, Xiaodong
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
Bayesian model averaging  boundary preservation criterion  multi-model ensemble  multiple linear regression  order preservation criterion  
Hindcast skill improvement in Climate Forecast System (CFSv2) using modified cloud scheme 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 38 (7) : 2994-3012
作者:  Pokhrel, Samir;  Hazra, Anupam;  Chaudhari, Hemantkumar S.;  Saha, Subodh K.;  Paulose, Febin;  Krishna, Sujith;  Krishna, Phani Murli;  Rao, Suryachandra A.
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
Mean and intra-seasonal variability simulated by NCEP Climate Forecast System model (version 2.0) during boreal winter: Impact of horizontal resolution 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 38 (7) : 3028-3043
作者:  Malviya, Shilpa;  Mukhopadhyay, P.;  Krishna, R. Phani Murali;  Dhakate, Ashish;  Salunke, Kiran
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
boreal winter  CFSv2  intra-seasonal oscillations  Madden-Julian oscillation  MJO  MJO diagnostics  model resolution  Tropics  
Superensemble seasonal forecasting of soil moisture by NMME 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 38 (5) : 2565-2574
作者:  Yao, Mengna;  Yuan, Xing
收藏  |  浏览/下载：0/0  |  提交时间：2019/04/09
soil moisture  seasonal prediction  ensemble  NMME  skill  
Assessment and correction of BCC_CSM's performance in capturing leading modes of summer precipitation over North Asia 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 38 (5) : 2201-2214
作者:  Gong, Zhiqiang;  Dogar, Muhammad Mubashar;  Qiao, Shaobo;  Hu, Po;  Feng, Guolin
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
leading modes  assessment  prediction  dynamic-statistic combined correction  
Seasonal prediction skill of Indian summer monsoon rainfall in NMME models and monsoon mission CFSv2 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 38: E847-E861
作者:  Pillai, Prasanth A.;  Rao, Suryachandra A.;  Ramu, Dandi A.;  Pradhan, Maheswar;  George, Gibies
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
seasonal prediction  ISMR skill  ENSO  IOD  teleconnections  NMME project