Yayınlar & Eserler

Yayın Ağı
Makaleler 22
Tümü (22)
SCI-E, SSCI, AHCI (18)
SCI-E, SSCI, AHCI, ESCI (18)
Scopus (18)
TRDizin (3)
Diğer Yayınlar (1)

1. Forecasting Dam Storage Volume Using a Hybrid RNN Model Empowered by Tunable Q-Factor Wavelet Transform and Metaheuristic Optimization

TUĞRUL T.
WATER , cilt.18, sa.17, 2026 (SCI-Expanded, Scopus) Creative Commons License

2. 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) Creative Commons License

3. 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)

4. 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)

5. 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) Creative Commons License

6. 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)

7. 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) Creative Commons License

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) Creative Commons License

9. 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

10. 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)

11. 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) Creative Commons License Sürdürülebilir Kalkınma

12. 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) Creative Commons License

13. 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) Creative Commons License Sürdürülebilir Kalkınma

14. 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) Creative Commons License Sürdürülebilir Kalkınma

15. 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)

16. 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)

17. 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) Creative Commons License

18. 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

19. 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) Creative Commons License Sürdürülebilir Kalkınma

20. 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)

21. 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)

22. 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 4

1. PREDICTION OF SPEI-BASED DROUGHT IN IZMIR VIA HYBRID ARCHITECTURE

Tuğrul T.
26TH INTERNATIONAL ISTANBUL SCIENTIFIC RESEARCH CONGRESS ON LIFE, ENGINEERING, ARCHITECTURE, AND MATHEMATICAL SCIENCES PROCEEDINGS BOOK, İstanbul, Türkiye, 18 - 20 Ağustos 2026, ss.221-230, (Tam Metin Bildiri)

2. 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)

3. 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)

4. BODO’DAKİ KURAKLIKLARIN MAKİNE ÖĞRENMESİ YÖNTEMİYLE TAHMİN EDİLMESİ

Tuğrul T.
Science Uzbekistan INTERNATIONAL CONGRESS ON MODERN SCIENCES-IV, Ankara, Türkiye, 7 - 10 Nisan 2025, ss.794-800, (Tam Metin Bildiri)
Metrikler

Yayın

27

Yayın (WoS)

18

Yayın (Scopus)

18

Atıf (WoS)

214

H-İndeks (WoS)

8

Atıf (Scopus)

223

H-İndeks (Scopus)

8

Atıf (TrDizin)

11

H-İndeks (TrDizin)

2

Atıf (Sobiad)

1

H-İndeks (Sobiad)

1

Atıf (Diğer Toplam)

11

Toplam Atıf Sayısı

237

Proje

1

Açık Erişim

11
BM Sürdürülebilir Kalkınma Amaçları
SDG 2: AMAÇ 2: AÇLIĞA SON
SDG 6: AMAÇ 6: TEMİZ SU VE SIHHİ KOŞULLAR
SDG 11: AMAÇ 11: SÜRDÜRÜLEBİLİR ŞEHİR VE YAŞAM ALANLARI
SDG 13: AMAÇ 13: İKLİM EYLEMİ
SDG 14: AMAÇ 14: SUDAKİ YAŞAM