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Multi-model ensemble predictions of precipitation and temperature using machine learning algorithms 期刊论文
ATMOSPHERIC RESEARCH, 2020, 236
作者:  Ahmed, Kamal;  Sachindra, D. A.;  Shahid, Shamsuddin;  Iqbal, Zafar;  Nawaz, Nadeem;  Khan, Najeebullah
收藏  |  浏览/下载：16/0  |  提交时间：2020/07/02
General circulation models  Multi-model ensemble  Taylor skill score  Machine learning algorithms  Temperature and precipitation  Pakistan  
Assessing the Impact of Initialization on Decadal Prediction Skill 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (4)
作者:  Sospedra-Alfonso, Reinel;  Boer, George J.
收藏  |  浏览/下载：6/0  |  提交时间：2020/07/02
Towards understanding multi-model precipitation predictions from CMIP5 based on China hourly merged precipitation analysis data 期刊论文
ATMOSPHERIC RESEARCH, 2020, 231
作者:  Lv, Yanmin;  Guo, Jianping;  Yim, Steve Hung-Lam;  Yun, Yuxing;  Yin, Jinfang;  Liu, Lin;  Zhang, Yong;  Yang, Yuanjian;  Yan, Yan;  Chen, Dandan
收藏  |  浏览/下载：8/0  |  提交时间：2020/07/02
Impact of Arctic amplification on declining spring dust events in East Asia 期刊论文
CLIMATE DYNAMICS, 2019
作者:  Liu, Jun;  Wu, Dongyou;  Liu, Guangjing;  Mao, Rui;  Chen, Siyu;  Ji, Mingxia;  Fu, Pingqing;  Sun, Yele;  Pan, Xiaole;  Jin, Hongchun;  Zhou, Yubin;  Wang, Xin
收藏  |  浏览/下载：16/0  |  提交时间：2020/02/17
Dust event occurrences  Dust index  Arctic amplification  Temperature gradient  Future prediction  
Understanding the Signal-to-Noise Paradox with a Simple Markov Model 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (22) : 13308-13317
作者:  Zhang, Wei;  Kirtman, Ben
收藏  |  浏览/下载：8/0  |  提交时间：2020/02/17
Signal-to-noise paradox  Climate prediction  Markov model  CMIP5 models  Ensemble forecast  
Season-dependent predictability barrier for two types of El Nino revealed by an approach to data analysis for predictability 期刊论文
CLIMATE DYNAMICS, 2019, 53: 5561-5581
作者:  Hou, Meiyi;  Duan, Wansuo;  Zhi, Xiefei
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/27
Weather regimes and analogues downscaling of seasonal precipitation for the 21st century: A case study over Israel 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019
作者:  Hochman, Assaf;  Kunin, Pavel;  Alpert, Pinhas;  Harpaz, Tzvi;  Saaroni, Hadas;  Rostkier-Edelstein, Dorita
收藏  |  浏览/下载：10/0  |  提交时间：2019/11/27
analogues downscaling  climate change  CMIP5 predictions  Eastern Mediterranean  seasonal precipitation  synoptic classification  weather regimes  
Decadal predictability of temperature and precipitation means and extremes in a perfect-model experiment 期刊论文
CLIMATE DYNAMICS, 2019, 53: 3711-3729
作者:  Liu, Yiling;  Donat, Markus G.;  Rust, Henning W.;  Alexander, Lisa V.;  England, Matthew H.
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/27
Climate prediction  Predictability  Precipitation  Temperature  Climate extremes  Perfect model  CMIP5  
Role of wind stress in driving SST biases in the Tropical Atlantic 期刊论文
CLIMATE DYNAMICS, 2019, 53: 3481-3504
作者:  Voldoire, Aurore;  Exarchou, Eleftheria;  Sanchez-Gomez, Emilia;  Demissie, Teferi;  Deppenmeier, Anna-Lena;  Frauen, Claudia;  Goubanova, Katerina;  Hazeleger, Wilco;  Keenlyside, Noel;  Koseki, Shunya;  Prodhomme, Chloe;  Shonk, Jonathan;  Toniazzo, Thomas;  Traore, Abdoul-Khadre
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/27
The Signal-to-Noise Paradox for Interannual Surface Atmospheric Temperature Predictions 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (15) : 9031-9041
作者:  Sevellec, F.;  Drijfhout, S. S.
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/27