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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  
Performance of five high resolution satellite-based precipitation products in arid region of Egypt: An evaluation 期刊论文
ATMOSPHERIC RESEARCH, 2020, 236
作者:  Nashwan, Mohamed Salem;  Shahid, Shamsuddin;  Dewan, Ashraf;  Ismail, Tarmizi;  Alias, Noraliani
收藏  |  浏览/下载：12/0  |  提交时间：2020/07/02
GSMaP  CHIRPS  PERSIANN  ARC  TAMSAT  Egypt  Rainfall  Remote Sensing  
Physical-empirical models for prediction of seasonal rainfall extremes of Peninsular Malaysia 期刊论文
ATMOSPHERIC RESEARCH, 2020, 233
作者:  Pour, Sahar Hadi;  Abd Wahab, Ahmad Khairi;  Shahid, Shamsuddin
收藏  |  浏览/下载：10/0  |  提交时间：2020/07/02
Extreme rainfall  Climate forecasting  Physical-empirical model  Machine learning algorithm  Recursive feature elimination  
Selection of GCMs for the projection of spatial distribution of heat waves in Pakistan 期刊论文
ATMOSPHERIC RESEARCH, 2020, 233
作者:  Khan, Najeebullah;  Shahid, Shamsuddin;  Ahmed, Kamal;  Wang, Xiaojun;  Ali, Rawshan;  Ismail, Tarmizi;  Nawaz, Nadeem
收藏  |  浏览/下载：9/0  |  提交时间：2020/07/02
General circulation model  Climate change projections  Heat waves  Gridded climate data  Pakistan  
Spatiotemporal changes in aridity and the shift of drylands in Iran 期刊论文
ATMOSPHERIC RESEARCH, 2020, 233
作者:  Pour, Sahar Hadi;  Abd Wahab, Ahmad Khairi;  Shahid, Shamsuddin
收藏  |  浏览/下载：7/0  |  提交时间：2020/07/02
Shift in aridity  Gridded climate data  Wilcoxon rank test  Mann-Kendall test  Landuse  
A MCDM-based framework for selection of general circulation models and projection of spatio-temporal rainfall changes: A case study of Nigeria 期刊论文
ATMOSPHERIC RESEARCH, 2019, 225: 1-16
作者:  Shiru, Mohammed Sanusi;  Shahid, Shamsuddin;  Chung, Eun-Sung;  Alias, Noraliani;  Scherer, Laura
收藏  |  浏览/下载：13/0  |  提交时间：2019/11/27
Feature selection method  General circulation model  Information entropy  Statistical downscaling  Random forest  
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：9/0  |  提交时间：2019/11/27
Seasonal droughts  Standardized precipitation evapotranspiration index  Modified Mann-Kendall trend  Climate change  Nigeria  
Prediction of heat waves in Pakistan using quantile regression forests 期刊论文
ATMOSPHERIC RESEARCH, 2019, 221: 1-11
作者:  Khan, Najeebullah;  Shahid, Shamsuddin;  Juneng, Liew;  Ahmed, Kamal;  Ismail, Tarmizi;  Nawaz, Nadeem
收藏  |  浏览/下载：11/0  |  提交时间：2019/11/26
Extreme temperature  Heat waves  Synoptic climate  Quantile regression forest  Pakistan  
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：7/0  |  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：6/0  |  提交时间：2019/04/09
Statistical downscaling  Model output statistics  Climate change projection  Representative concentration pathways  Support vector machine