Dr. Öğr. Üyesi TÜRKER TUĞRUL

Yayın Ağı

Makaleler 21

1. Robust Monthly Lake Water Level Forecasting Using an Ensemble of Singular Spectrum Analysis Based Deep Learning and Categorical Boosting Models

Katipoğlu O. M., Kartal V., Tuğrul T., Yavuz V. S., Arıman S.

WATER RESOURCES MANAGEMENT , cilt.40, sa.9, 2026 (SCI-Expanded, Scopus)

2. Enhancing drought forecasting with CNN-TQWT and metaheuristic hybrids: evidence from Norway

Oruç S., Tuğrul T., Hınıs M. A.

SCIENTIFIC REPORTS , ss.1-32, 2026 (SCI-Expanded, Scopus)

3. A performance comparison of machine learning algorithms for drought forecasting based on SPEI in Norway

TUĞRUL T.

Meteorology and Atmospheric Physics , cilt.138, sa.2, 2026 (SCI-Expanded, Scopus)

4. Forecasting photovoltaic power in high-latitude regions via support vector machine optimized by meta-heuristics

Oruc S., Hinis M. A., Tuğrul T.

SCIENTIFIC REPORTS , cilt.16, sa.1, 2026 (SCI-Expanded, Scopus)

5. Makine öğrenmesi ile ileriye yönelik kuraklıkların tahmin edilmesi

Tuğrul T.

Niğde Ömer Halisdemir Üniversitesi Mühendislik Bilimleri Dergisi , cilt.1, sa.15, ss.1-11, 2026 (TRDizin)

6. Hybrid Wavelet-ML models for regional drought forecasting in Norway

Tuğrul T., Oruc S., Hall J. L., Şenocak A. U. G., Hinis M. A.

SCIENTIFIC REPORTS , cilt.15, sa.1, 2025 (SCI-Expanded, Scopus)

7. Data-Driven Drought Prediction by Means of Machine Learning Techniques and Increasing Accuracy with Wavelet Transform

Tuğrul T., Selek B., Hinis M. A., Selek Z., Oruç S.

PURE AND APPLIED GEOPHYSICS , cilt.182, sa.10, ss.4319-4341, 2025 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

8. Analyzing temperature trends using innovative trend analyses in certain regions of Norway

Tugrul T., Oruc S., Hinis M. A.

ACTA GEOPHYSICA , cilt.73, sa.5, ss.4883-4902, 2025 (SCI-Expanded, Scopus)

9. Deep Signals: Enhancing Bottom Temperature Predictions in Norway's Mjosa Lake Through VMD- and EMD-Boosted Machine Learning Models

Oruc S., Hınıs M. A., Selek Z., Tuğrul T.

WATER , cilt.17, sa.18, 2025 (SCI-Expanded, Scopus)

10. Quantifying future rainfall extremes in Türkiye: a CMIP6 ensemble approach with statistical downscaling

Tuğrul T., Oruç S., Gunes B.

ACTA GEOPHYSICA , cilt.73, sa.4, ss.3477-3494, 2025 (SCI-Expanded, Scopus)

11. Transforming Wind Data into Insights: A Comparative Study of Stochastic and Machine Learning Models in Wind Speed Forecasting

TUĞRUL T., ORUÇ S., Hinis M. A.

APPLIED SCIENCES-BASEL , cilt.15, sa.7, 2025 (SCI-Expanded, Scopus)

12. Performance enhancement of models through discrete wavelet transform for streamflow forecasting in Carsamba River, Turkiye

Tuğrul T., Hinis M. A.

JOURNAL OF WATER AND CLIMATE CHANGE , cilt.16, sa.2, ss.736-756, 2025 (SCI-Expanded, Scopus)

13. Improvement of drought forecasting by means of various machine learning algorithms and wavelet transformation

Tuğrul T., Hinis M. A.

ACTA GEOPHYSICA , cilt.73, sa.1, ss.855-874, 2025 (SCI-Expanded, Scopus)

14. Intercomparison of sediment transport curve and novel deep learning techniques in simulating sediment transport in the Wadi Mina Basin, Algeria

Achite M., KATİPOĞLU O. M., Elshaboury N., TUĞRUL T., Pandey K.

ENVIRONMENTAL EARTH SCIENCES , cilt.84, sa.2, 2025 (SCI-Expanded, Scopus)

15. Comparison of LSTM and SVM methods through wavelet decomposition in drought forecasting

Tuğrul T., Hınıs M. A., Oruç S.

EARTH SCIENCE INFORMATICS , cilt.18, sa.1, 2025 (SCI-Expanded, Scopus)

16. Evaluating Performances of LSTM, SVM, GPR, and RF for Drought Prediction in Norway: A Wavelet Decomposition Approach on Regional Forecasting

Oruc S., Hınıs M. A., Tuğrul T.

WATER , cilt.16, sa.23, 2024 (SCI-Expanded, Scopus)

17. Trend analysis of hydrological and meteorological drought in Apa Dam, Türkiye

Tuğrul T., Hinis M. A.

ENVIRONMENTAL EARTH SCIENCES , cilt.83, sa.17, 2024 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

18. Beyond Traditional Metrics: Exploring the Potential of Hybrid Algorithms for Drought Characterization and Prediction in the Tromso Region, Norway

Oruc S., Tuğrul T., Hinis M. A.

Applied Sciences (Switzerland) , cilt.14, sa.17, 2024 (SCI-Expanded, Scopus)

19. Konya Apa Barajı Havzasında Meteorolojik ve Hidrolojik Kuraklık Trend Analizi

Tugrul T., Hınıs M. A.

Karaelmas Fen ve Mühendislik Dergisi , cilt.13, sa.1, ss.151-163, 2023 (TRDizin)

20. Apa Barajında Kuraklık Analizi

TUĞRUL T., HINIS M. A.

Karamanoğlu Mehmetbey Üniversitesi Mühendislik ve Doğa Bilimleri Dergisi , cilt.22, sa.4, ss.161-178, 2022 (Hakemli Dergi)

21. Güneydoğu Anadolu Bölgesindeki İllerin Kuraklik Analizi

TUĞRUL T., DOĞAN S., DURSUN Ş.

Konya mühendislik bilimleri dergisi (Online) , cilt.7, sa.4, ss.705-712, 2019 (TRDizin)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 3

1. INVESTIGATION OF THE EFFECT OF WAVELET DECOMPOSITION TECHNIQUES ON MACHINE LEARNING METHODS

Tuğrul T.

14th International Azerbaijan Congress on Life, Engineering, Mathematical, and Applied Sciences | Congress Proceedings Book, Baku, Azerbaycan, 23 - 24 Mart 2026, ss.589-596, (Tam Metin Bildiri)

2. ENHANCING ACCURACY PERFORMANCE OF DROUGHT PREDICTION THROUGH VARIATIONAL MODE DECOMPOSITION

Tuğrul T.

2th International Azerbaijan Congress on Life, Engineering, Mathematical, and Applied Sciences, Baku, Azerbaycan, 21 - 22 Eylül 2025, ss.472-480, (Tam Metin Bildiri)