Assoc. Prof. Metin SARIGÖL

Publication Network

Journal articles indexed in SCI, SSCI, and AHCI 12

Advanced Soft Computing Techniques for Monthly Streamflow Prediction in Seasonal Rivers

Achite M., KATİPOĞLU O. M., Kartal V., SARIGÖL M., Jehanzaib M., GÜL E.

Atmosphere , vol.16, no.1, 2025 (SCI-Expanded)

Applying Data-Driven Modeling for Streamflow Prediction in Semi-Arid Watersheds: A Comparative Evaluation of Machine Learning and Deep Learning Methodologies

SARIGÖL M., KATİPOĞLU O. M., DALKILIÇ H. Y.

Pure and Applied Geophysics , vol.181, no.12, pp.3561-3589, 2024 (SCI-Expanded)

Evaluating the Accuracy of Machine Learning, Deep Learning and Hybrid Algorithms for Flood Routing Calculations

SARIGÖL M.

Pure and Applied Geophysics , vol.181, no.12, pp.3485-3506, 2024 (SCI-Expanded)

Estimation of monthly evaporation values using gradient boosting machines and mode decomposition techniques in the Southeast Anatolia Project (GAP) area in Turkey

Sarıgöl M., Katipoğlu O. M.

Acta Geophysica , vol.72, no.2, pp.999-1016, 2024 (SCI-Expanded) Sustainable Development

Estimation of hourly flood hydrograph from daily flows using machine learning techniques in the Büyük Menderes River

Sarıgöl M., Katipoğlu O. M.

Natural Hazards , vol.119, no.3, pp.1461-1477, 2023 (SCI-Expanded)

Improving the accuracy of rainfall-runoff relationship estimation using signal processing techniques, bio-inspired swarm intelligence and artificial intelligence algorithms

Katipoğlu O. M., Sarıgöl M.

Earth Science Informatics , vol.16, no.4, pp.3125-3141, 2023 (SCI-Expanded)

Boosting flood routing prediction performance through a hybrid approach using empirical mode decomposition and neural networks: a case study of the Mera River in Ankara

KATİPOĞLU O. M., SARIGÖL M.

Water Supply , vol.23, no.11, pp.4403-4415, 2023 (SCI-Expanded)

Application of boosted tree algorithm with new data preprocessing techniques in the forecasting one day ahead streamflow values in the Tigris basin, Türkiye

Katipoğlu O. M., Sarıgöl M.

Journal of Hydro-Environment Research , vol.50, pp.13-25, 2023 (SCI-Expanded)

Prediction of flood routing results in the Central Anatolian region of Türkiye with various machine learning models

Katipoğlu O. M., Sarıgöl M.

Stochastic Environmental Research and Risk Assessment , vol.37, no.6, pp.2205-2224, 2023 (SCI-Expanded) Sustainable Development

Coupling machine learning with signal process techniques and particle swarm optimization for forecasting flood routing calculations in the Eastern Black Sea Basin, Türkiye

Katipoğlu O. M., Sarıgöl M.

Environmental Science and Pollution Research , vol.30, no.16, pp.46074-46091, 2023 (SCI-Expanded) Sustainable Development

Combining Machine Learning Algorithms with Empirical Mode Decomposition and Discrete Wavelet Transform for Monthly Peak Discharge Prediction

KATİPOĞLU O. M., SARIGÖL M.

Polish Journal of Environmental Studies , vol.32, no.4, pp.3161-3173, 2023 (SCI-Expanded) Sustainable Development

Flood Routing Calculation with ANN, SVM, GPR,and RTE Methods

Sarıgöl M., Yesilyurt S. N.

POLISH JOURNAL OF ENVIRONMENTAL STUDIES , vol.31, no.6, pp.1-8, 2022 (SCI-Expanded)

Articles Published in Other Journals 6

Günlük Ortalama Akımların Yapay Sinir Ağları Metodu ile Taşkın Öteleme Hesabında Kullanılması

SARIGÖL M.

Düzce Üniversitesi Bilim ve Teknoloji Dergisi , vol.9, no.5, pp.2052-2066, 2021 (Peer-Reviewed Journal)

Hydrological Analysis of Göksu River and Investigation of Waterway Transport Potential of Silifke

SARIGÖL M.

Gazi University Journal of Science Part A: Engineering and Innovation , vol.7, no.4, pp.96-105, 2020 (Peer-Reviewed Journal)

ADANA İLİ KARAİSALI İLÇESİ SEYHAN HAVZASI’NDA TAŞKIN ÖTELENMESİ YÖNTEMLERİNİN KARŞILAŞTIRILMASI VE ANALİZİ

SARIGÖL M., YÜKSEK Ö.

Bartın Üniversitesi Uluslararası Fen Bilimleri Dergisi , vol.2, no.2, pp.129-137, 2019 (Peer-Reviewed Journal)

Denizli İli Buldan İlçesi Büyük Menderes Havzası’nda Taşkın Ötelenmesi Yöntemlerinin Performanslarının Karşılaştırılması

SARIGÖL M.

Su Kaynakları , vol.4, no.2, pp.9-14, 2019 (Peer-Reviewed Journal)

Muskingum Yönteminin Sürtünme Katsayısına (n) Bağlı Performans Analizi

SARIGÖL M.

Afet ve Risk Dergisi , vol.2, no.2, pp.115-127, 2019 (Peer-Reviewed Journal)

GEDİZ NEHRİ’DE AKARSU TAŞIMACILIK POTANSİYELİNİN İNCELENMESİ VE ÖNERİLER

SARIGÖL M.

INTERNATIONAL REFEREED JOURNAL OF ENGINEERING AND SCIENCES , vol.4, no.11, pp.64-76, 2017 (Peer-Reviewed Journal)

Papers Presented at Peer-Reviewed Scientific Conferences 13

EVALUATION OF STREAMFLOW REGIMES OF GEDIZ, GÖKSU AND BÜYÜK MENDERES RIVERS AND THEIR REGIONAL EFFECTS

SARIGÖL M.

11th INTERNATIONAL ARTEMIS SCIENTIFIC RESEARCH CONGRESS, Bükreş, Romania, 27 - 28 February 2025, (Summary Text)

KISA SÜRELİ TAŞKINLARIN MANSAP BÖLGESİNİN TAHMİN MODELLEMESİNDE KULLANILAN YAPAY SİNİR AĞLARINDAKİ NÖRON SAYILARININ PERFORMASININ DEĞERLENDİRİLMESİ VE HİDROLİK MODEL İLE KARŞILAŞTIRILMASI

SARIGÖL M.

4TH INTERNATIONAL PALESTRA SCIENTIFIC RESEARCH CONGRESS, Üsküp, Macedonia, 1 - 02 February 2025, (Summary Text)

FLOOD FORECASTING ENHANCEMENT THROUGH CLASSICAL AND AI MODELS: A COMPREHENSIVE COMPARISON OF MUSKINGUM, KINEMATIC WAVE, HYDRAULIC, AND DEEP LEARNING TECHNIQUES

Katipoğlu O. M., Sarıgöl M., Aktürk G.

2ND INTERNATIONAL THALES CONGRESS ON LIFE, ENGINEERING, ARCHITECTURE AND MATHEMATICS, Cairo, Egypt, 25 - 26 January 2025, pp.250-251, (Summary Text)

Application of Support Vector Machine Based on Least Square with Particle Swarm Optimization and Variational Mode Decomposition for Modeling of ERA 5-Based Solar Radiation Data

Katipoğlu O. M., Sarıgöl M.

INSAC International Researches Congress on Natural and Engineering Sciences (INSAC-IRNES'23), Konya, Turkey, 18 - 19 March 2023, pp.212-224, (Full Text) Sustainable Development

Application of Empirical Mode Decomposition, Feedforward Backpropagation Neural Network, and Cascade Forward Backpropagation Neural Network For Flood Routing: A Case Study of Ankara, Mera River

Katipoğlu O. M., Sarıgöl M.

INSAC International Researches Congress on Natural and Engineering Sciences (INSAC-IRNES'23), Konya, Turkey, 18 - 19 March 2023, pp.225-226, (Summary Text)