Browsing Mühendislik ve Doğa Bilimleri Fakültesi by Author "ÇITAKOĞLU, Hatice"
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Developing numerical equality to regional intensity–duration–frequency curves using evolutionary algorithms and multi‑gene genetic programming
ÇITAKOĞLU, Hatice; DEMİR, Vahdettin (Acta Geophysica, 2022-08-24)This study aims to carry out regional intensity−duration−frequency (IDF) equality using the relationship with IDF obtained from point frequency analysis. Eleven empirical equations used in the literature for seven climate ... -
Ege Bölgesi Yaz Ayları Buharlaşma Verilerine Trend Analizi
ÇITAKOĞLU, Hatice; GEYİKLİ, Selim; DEMİR, Vahdettin (5. Uluslararası Katılımlı Toprak ve Su Kaynakları Kongresi, 2017-09-12)Bu çalışmada Ege Bölgesi’nde bulunan Afyonkarahisar, Uşak, Denizli, Muğla, Aydın ve İzmir illerine ait meteoroloji gözlem istasyonlarının, 1971 – 2014 yılları arası kaydedilen Temmuz ve Ağustos aylarına ait buharlaşma ... -
Forecasting of solar radiation using different machine learning approaches
DEMİR, Vahdettin; ÇITAKOĞLU, Hatice (Neural Computing and Applications, 2022-09-23)In this study, monthly solar radiation (SR) estimation was performed using five different machine learning-based approaches. The models used are support vector machine regression (SVMR), long short-term memory (LSTM), ... -
Türkiye Sıcaklıklarının Trend Analizi
KUYUCU, Hülya; DEMİR, Vahdettin; GEYİKLİ, Mehmet Selim; ÇITAKOĞLU, Hatice (1st International Symposium on Multidisciplinary Studies and Innovative Technologies Proceedings, 2017-11-02)Climate change effects have been remarkably today; the determination of trends in temperatures, precipitation, stream flow, winds and evaporation has become considerable for the planning and management of water resources ...
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