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A more accurate way of resolving spatial patterns in weather could lead to better predictions of climate change 新闻
来源平台：Science X network. 发布日期：2018
作者:  admin
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/17
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  
Model output statistics downscaling using support vector machine for the projection of spatial and temporal changes in rainfall of Bangladesh 期刊论文
ATMOSPHERIC RESEARCH, 2018, 213: 149-162
作者:  Pour, Sahar Hadi;  Shahid, Shamsuddin;  Chung, Eun-Sung;  Wang, Xiao-Jun
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
Statistical downscaling  Model output statistics  Climate change projection  Representative concentration pathways  Support vector machine  
Selection of climate models for projection of spatiotemporal changes in temperature of Iraq with uncertainties 期刊论文
ATMOSPHERIC RESEARCH, 2018, 213: 509-522
作者:  Salman, Saleem A.;  Shahid, Shamsuddin;  Ismail, Tarmizi;  Ahmed, Kamal;  Wang, Xiao-Jun
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
Temperature  Global circulation models  Systematic uncertainty  Representative concentration pathways  Quantile regression  Iraq  
Evaluation and analysis of temperature for historical (1996-2015) and projected (2030-2060) climates in Pakistan using SimCLIM climate model: Ensemble application 期刊论文
ATMOSPHERIC RESEARCH, 2018, 213: 422-436
作者:  Amin, Asad;  Nasim, Wajid;  Fahad, Shah;  Ali, Shaukat;  Ahmad, Shakeel;  Rasool, Atta;  Saleem, Nadia;  Hammad, Hafiz Mohkum;  Sultana, Syeda Refat;  Mubeen, Muhammad;  Bakhat, Hafiz Faiq;  Ahmad, Naveed;  Shah, Ghulam Mustafa;  Adnan, Muhammad;  Noor, Muhammad;  Basir, Abdul;  Saud, Shah;  Rahman, Muhammad Habib Ur;  Paz, Joel O.
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
Pakistan  Representative concentration pathway  Climate trends  Mann-Kendall  Climate model  
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  
Copula-based probabilistic characterization of precipitation extremes over North Sikkim Himalaya 期刊论文
ATMOSPHERIC RESEARCH, 2018, 212: 273-284
作者:  Goswami, Uttam P.;  Hazra, B.;  Goyal, Manish Kumar
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
Climate change  Precipitation extreme indices  Joint return period (JRP)  Copula  CMIP5  Himalaya  
Conditional stochastic simulation model for spatial downscaling for assessing the effects of climate change on hydro-meteorological variables 期刊论文
CLIMATIC CHANGE, 2018, 150: 163-180
作者:  Lee, Taesam;  Ouarda, Taha B. M. J.
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
Differential Impacts of 1.5 and 2 degrees C Warming on Extreme Events Over China Using Statistically Downscaled and Bias-Corrected CESM Low-Warming Experiment 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2018, 45 (18) : 9852-9860
作者:  Yang, Yi;  Tang, Jianping;  Wang, Shuyu;  Liu, Gang
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
1.5 and 2 degrees C global warming  statistical downscaling  extreme climate indices  China  
Extreme Climate Event Changes in China in the 1.5 and 2 degrees C Warmer Climates: Results From Statistical and Dynamical Downscaling 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2018, 123 (18) : 10196-10211
作者:  Li, Donghuan;  Zou, Liwei;  Zhou, Tianjun
收藏  |  浏览/下载：2/0  |  提交时间：2019/04/09
downscaling methods  simple bias correction  extreme climate indices  1.5 degrees C warmer climate