İsmail Yücel

E-mail

iyucel@metu.edu.tr

Department

Department of Civil Engineering

ORCID

0000-0001-9073-9324

Scopus Author ID

57204345432

Web of Science Researcher ID

AAF-3210-2019

The Impact of Climate Change on Construction Activity Performance Oruc, Sertac; Dikbas, Huseyin Attila; Gumus, Berkin; Yücel, İsmail (2024-02-01) There are specific construction operations that require weather forecast data to make short-term decisions regarding construction; however, most resource-related decision making and all project management plans must be car...
An explainable two-stage machine learning approach for precipitation forecast Senocak, Ali Ulvi Galip; Yılmaz, Mustafa Tuğrul; Kalkan, Sinan; Yücel, İsmail; Amjad, Muhammad (2023-12-01) A common post-processing approach to improve precipitation forecasts is to use machine learning models such as artificial neural networks (more specifically, multi-layer perceptrons) as black-box systems. These models util...
Assessment of changes in return levels of historical and projected high and low flows of upper Euphrates basin in Turkey using nonstationary models Aziz, Rizwan; Yücel, İsmail (2023-04-15) Owning to climate changes and other anthropogenic interventions, the frequency and return levels of extreme flows cannot be treated as stationary. This study quantifies the changes in return levels by fitting the stationar...
Impacts of Climate Change on Extreme Climate Indices in Türkiye Driven by High-Resolution Downscaled CMIP6 Climate Models Gumus, Berkin; Oruc, Sertac; Yücel, İsmail; Yılmaz, Mustafa Tuğrul (2023-04-01)
CMIP6 Earth System Models Project Greater Acceleration of Climate Zone Change Due To Stronger Warming Rates Bayar, Ali Serkan; Yılmaz, Mustafa Tuğrul; Yücel, İsmail; Dirmeyer, Paul (2023-04-01) Warming climate and precipitation changes induce notable shifts in climate zones. In this study, the latest generation of global climate models from the Coupled Model Intercomparison Project Phase 6 (CMIP6) and the previou...
Spatiotemporal trends in daily and subdaily rainfall extremes and return levels in Turkey Albayrak, Derya; Şen, Ömer Lütfi; Yücel, İsmail (2022-11-01) In this study, we present the long-term daily and subdaily station data of annual extreme rainfall (1970-2015) and the trend analyses in rainfall regimes in Turkey. Trends in 5, 10, 15, and 30 min, 1, 2, 6, 12, and 24 hr o...
CMIP6 Multi-model Ensemble Development for Future Offshore Wind Resources of Turkey Çetin, İrem; Yücel, İsmail (2022-10-18)
IMPROVING WRF-HYDRO EXTREME RUNOFF SIMULATIONS THROUGH THE SEA SURFACE TEMPERATURE FIELDS WITH HIGHER SPATIO-TEMPORAL RESOLUTION Kılıçarslan, Berina; Yücel, İsmail; Yılmaz, M. Tuğrul (2022-05-30)
VARIABILITY OF PRECIPITATION UNDER THE EXPECTED CHANGE IN CLIMATE USING CMIP5 PROJECTIONS OVER ENTIRE TURKEY Yılmaz, Mustafa Tuğrul; Ersoy, Erhan; Yücel, İsmail (2022-05-30)
Improving WRF-Hydro extreme runoff simulations through the sea surface temperature fields with higher spatiotemporal resolution Kılıçarslan, Berina; Yılmaz, Mustafa Tuğrul; Yücel, İsmail (2022-05-27) This study investigates the impact of the spatio-temporal accuracy of four different sea surface temperature (SST) datasets on the accuracy of the Weather Research and Forecasting (WRF)-Hydro system to simulate hydrologica...

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