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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：12/0  |  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：10/0  |  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：9/0  |  提交时间：2020/07/02
Shift in aridity  Gridded climate data  Wilcoxon rank test  Mann-Kendall test  Landuse  
Spatial assessment of meteorological drought features over different climate regions in Iran 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019
作者:  Sharafati, Ahmad;  Nabaei, Sina;  Shahid, Shamsuddin
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/27
drought  Iran  Mann-Kendall trend test  Standardized Precipitation Index  
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：14/0  |  提交时间：2019/11/27
Feature selection method  General circulation model  Information entropy  Statistical downscaling  Random forest  
Evaluation of spatio-temporal rainfall variability and performance of a stochastic rainfall model in Bangladesh 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (11) : 4256-4273
作者:  Chowdhury, A. F. M. Kamal;  Kar, Kanak Kanti;  Shahid, Shamsuddin;  Chowdhury, Rezaul;  Rashid, Md. Mamunur
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/27
DHMC  rainfall variability  stochastic simulation  wet-dry spell  
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  
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：12/0  |  提交时间：2019/11/26
Extreme temperature  Heat waves  Synoptic climate  Quantile regression forest  Pakistan