Mustafa Tuğrul Yılmaz

E-mail

tuyilmaz@metu.edu.tr

Department

Department of Civil Engineering

ORCID

0000-0001-5094-1878

Scopus Author ID

57191906140

Web of Science Researcher ID

W-4730-2017

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...
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...
Impacts of Biotechnologically Developed Microorganisms on Ecosystems Celebi, Dilek; AKALIN, HİLAL; Yılmaz, Mustafa Tuğrul; DÜNDAR, MUNİS (2023-10-01) Climate change has imposed a significant struggle for survival most of the Earth's species, highlighting the urgent need for a healthy and secure environment. Recent scientific investigations have primarily concentrated on...
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...
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...
Global spatiotemporal consistency between meteorological and soil moisture drought indices Afshar, Mahdı Hesamı ; Bulut, B.; Düzenli, Eren; Amjad, M.; Yılmaz, Mustafa Tuğrul (2022-04-01) In this study, the consistency of a set of meteorological and soil moisture drought indices has been analyzed using the linear relationship between them. Commonly used Standardized Precipitation Index (SPI) and Standardize...

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