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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  
Changing characteristics of meteorological droughts in Nigeria during 1901-2010 期刊论文
ATMOSPHERIC RESEARCH, 2019, 223: 60-73
作者:  Shiru, Mohammed Sanusi;  Shahid, Shamsuddin;  Chung, Eun-Sung;  Alias, Noraliani
收藏  |  浏览/下载：10/0  |  提交时间：2019/11/27
Seasonal droughts  Standardized precipitation evapotranspiration index  Modified Mann-Kendall trend  Climate change  Nigeria  
Impacts of climate variability and change on seasonal drought characteristics of Pakistan 期刊论文
ATMOSPHERIC RESEARCH, 2018, 214: 364-374
作者:  Ahmed, Kamal;  Shahid, Shamsuddin;  Nawaz, Nadeem
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
Seasonal droughts  Standardized precipitation evapotranspiration index  Modified Mann-Kendall trend  Climate change  Pakistan  
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