ZONGULDAK BULENT ECEVIT UNIVERSITY
Digital Data Management System
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berna.oaksoy

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International Articles
SCI-Expanded 0 DOI
Interpretable Machine Learning for Monthly Mean Air Temperature Modeling Under Correlated Meteorological Predictors: A Single-Station Case Study in Zonguldak, Türkiye

UZUN ARSLAN RUKİYE , ŞENYER YAPICI İREM, AKSOY BERNA
Sustainability Volume 18 issue 16 | 2026

SCI-Expanded DOI
Hybrid machine learning framework for drought forecasting: integration of LSBoost, RQNN, CNN-RNN, CNN-LSTM and advanced data decomposition

ÇITAKOĞLU HATİCE, SPOR PINAR, Gündüz Volkan, AKSOY BERNA
Scientific Reports | 2026

SCI-Expanded 0 DOI
Hydroclimatic Change Detection Based on Observations and Bias-Corrected CMIP6 Projections Under SSP Scenarios

SPOR PINAR, AKSOY BERNA , ATALAY CAN, KARTAL VEYSİ, ÇITAKOĞLU HATİCE
Sustainability Volume 18 issue 8 | 2026

SCI-Expanded 0 DOI PM
Temperature trend prediction with explainable artificial intelligence and PCA based machine learning: a case study of Zonguldak, Turkey

UZUN ARSLAN RUKİYE, ŞENYER YAPICI İREM , AKSOY BERNA
Scientific Reports Volume 16 | 2026

SCI-Expanded 2 DOI
Flood Analysis in Lower Filyos Basin Using HEC-RAS and HEC-HMS Software

AKSOY BERNA
Sustainability Volume 17 issue 11 | 2025

SCI-Expanded 0 DOI
Geometric optimization of the D-shape gallery openings on high arch dams against strong ground motions

ÇAVUŞLU MURAT, ÜLGER TUNA, AKSOY BERNA
Structural Engineering and Mechanics Volume 92 issue 5 | 2024

SCI-Expanded 1 DOI
Effect of Bed Material on Roughness and Hydraulic Potential in Filyos River

ÖZTÜRK MELİSA, AKSOY BERNA , ÖZÖLÇER İSMAİL HAKKI
WATER Volume 16 issue 20 | 2024

Index Copernicus, Google Scholar, Ebsco Host, Asos Index, Openaire, Road
Kızılcapınar İçmesuyu Barajında Hidroelektrik Potansiyeli Değerlendirilmesi

ÖZÖLÇER İSMAİL HAKKI, AKSOY BERNA , DÜNDAR ONUR
Turkish Journal of Hydraulics Volume 4 issue 1 | 2020

EBSCO
Determination of Turbidity in Filyos Stream Water by Artificial Neural Network

AKSOY BERNA , ÖZÖLÇER İSMAİL HAKKI, DOĞAN EMRAH, DÜNDAR ONUR
European Journal of Engineering and Natural Sciences Volume 3 issue 1 | 2019

SCI-Expanded 22 DOI
Temporal analysis of coastal erosion in Turkey: a case study Karasu coastal region

KUTOĞLU ŞENOL HAKAN, ŞEKER DURSUN ZAFER, ÖZÖLÇER İSMAİL HAKKI, ORUÇ MURAT, AKSOY BERNA (1 more authors)
Journal of Coastal Conservation Volume 18 issue 4 | 2014

SCI-Expanded 3
Principal Component Analysis of Annual Precipitation of West Black Sea Hydrological Basin in Turkey

ÖZÖLÇER İSMAİL HAKKI, AYDIN HAMİT, AKSOY BERNA , KÖMÜRCÜ MURAT İHSAN
Fresenius Environmental Bulletin Volume 18 issue 5 | 2009