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

Nonstationarity impacts on the assessment of drought conditions across diverse climate zones of Pakistan Maryam, Maryam; Aziz, Rizwan; Yücel, İsmail; Moghaddasi, Mahnoosh; Awais, Muhammad (2025-11-01) Due to a changing climate, the impacts of nonstationarity on drought assessment are becoming critical, yet have not been studied in Pakistan. To address this critical research gap, the study quantifies the effects of nonst...
Nonstationarity assessment in extreme temperatures and its association with antecedent soil moisture levels across diverse climate zones in Pakistan Naeem, Darakshan; Aziz, Rizwan; Moghaddasi, Mahnoosh; Yücel, İsmail; Awais, Muhammad (2025-01-01) This study investigates the nonstationary behavior of extreme temperatures in Pakistan across six diverse climatic zones over two distinct periods (1951–1985 and 1986–2020). The nonstationarity assessment is done by incorp...
Stress state dependent phase field modeling of ductile fracture Yücel, İsmail; Erdoğan, Can; Yalçınkaya, Tuncay (2025-01-01) The simulation of ductile fracture is commonly performed with uncoupled damage modeling techniques using the finite element method. In this approach, damage evolution is defined by a failure criterion, and the failure itse...
CMIP6 MULTI-MODEL ENSEMBLE DEVELOPMENT FOR FUTURE OFFSHORE WIND RESOURCES OF TURKEY Çetin, İrem Işık; Yücel, İsmail (İTÜ Yayınları, 2024-10-01)
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...

Citation Formats