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

Added utility of temperature zone information in remote sensing-based large scale crop mapping Donmez, E.; Yılmaz, Mustafa Tuğrul; Yücel, İsmail (2024-08-01) Accurate crop cover maps are beneficial for various aspects like water resources management, crop yield prediction, regulation insurance policies, and investigation of the effects of climate change. When making large-scale...
High-Resolution Climate Simulations Over the Eastern Mediterranean Black Sea Region Using the Pseudo-Global Warming Method With a CMIP6 Ensemble Bağçaci, S. Çağatay; Yücel, İsmail; Yılmaz, Mustafa Tuğrul; Şen, Osman Taha; Ludwig, Patrick (2024-05-28) The strong drying expected in the Eastern Mediterranean with climate change could cause mass migration of people already living under water shortages. On the other hand, precipitation is expected to increase toward the reg...
Evaluation of the fully coupled WRF and WRF-Hydro modelling system initiated with satellite-based soil moisture data Duzenli, Eren; Yücel, İsmail; Yılmaz, Mehmet (2024-04-19) This study comparatively evaluates the skill of the (un)coupled Weather Research and Forecasting (WRF) - WRF-Hydro system supported with satellite-based soil moisture initiation in long-term simulations of hydrometeorologi...
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...
Investigating the comparative utility of ECMWF precipitation forecasts as an alternative to reanalysis data Amjad, Muhammad; Yılmaz, Mustafa Tuğrul; Yücel, İsmail; Yılmaz, Koray Kamil; Öztürk, Kurtuluş (2024-01-01) Many near-real-time applications require near-real-time precipitation estimates, and in the absence of reanalysis datasets due to their usually delayed release, precipitation forecasts could offer a potential alternative. ...
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...

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