Asst. Prof. OKAN MERT KATİPOĞLU

KATİPOĞLU O. M., Yeşilyurt S. N., DALKILIÇ H. Y., AKAR F.

Acta Geophysica , vol.71, no.5, pp.2265-2285, 2023 (SCI-Expanded) Sustainable Development

Application of empirical mode decomposition, particle swarm optimization, and support vector machine methods to predict stream flows

Environmental Monitoring and Assessment , vol.195, no.9, 2023 (SCI-Expanded)

Hydrological Drought Prediction Based on Hybrid Extreme Learning Machine: Wadi Mina Basin Case Study, Algeria

Achite M., Katipoğlu O. M., Jehanzaib M., Elshaboury N., Kartal V., Ali S.

ATMOSPHERE , vol.14, no.9, pp.1447, 2023 (SCI-Expanded)

Modeling the effect of meteorological variables on streamflow estimation: application of data mining techniques in mixed rainfall–snowmelt regime Munzur River, Türkiye

KATİPOĞLU O. M., Keblouti M., Mohammadi B.

Environmental Science and Pollution Research , vol.30, no.42, pp.96312-96328, 2023 (SCI-Expanded)

Evaluation of the RF-MEP Method for Merging Multiple Gridded Precipitation Products in the Chongqing City, China

Shi Y., Chen C., Chen J., Mohammadi B., Cheraghalizadeh M., Abdallah M., et al.

REMOTE SENSING , vol.15, no.17, pp.1-19, 2023 (SCI-Expanded)

Application of novel artificial bee colony optimized ANN and data preprocessing techniques for monthly streamflow estimation

Environmental Science and Pollution Research , vol.30, no.38, pp.89705-89725, 2023 (SCI-Expanded) Sustainable Development

Evaluation of hydro-meteorological drought indices for characterizing historical droughts in the Mediterranean climate of Algeria

Achite M., Bazrafshan O., KATİPOĞLU O. M., Azhdari Z.

Natural Hazards , vol.118, no.1, pp.427-453, 2023 (SCI-Expanded) Sustainable Development

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

KATİPOĞLU O. M., SARIGÖL M.

JOURNAL OF HYDRO-ENVIRONMENT RESEARCH , vol.50, pp.13-25, 2023 (SCI-Expanded)

Modeling of meteorological, agricultural, and hydrological droughts in semi‑arid environments with various machine learning and discrete wavelet transform

Achite M., Katipoğlu O. M., Şenocak S., Elshaboury N., Bazrafshan O., Dalkılıç H. Y.

THEORETICAL AND APPLIED CLIMATOLOGY , vol.3, no.3, pp.1-39, 2023 (SCI-Expanded)

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

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

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

POLISH JOURNAL OF ENVIRONMENTAL STUDIES , vol.32, no.4, pp.3161-3173, 2023 (SCI-Expanded)

Revealing the trend and change point in Hargreaves equation based on potential evapotranspiration values with various statistical approaches

Environmental Science and Pollution Research , vol.30, no.27, pp.70604-70620, 2023 (SCI-Expanded) Sustainable Development

Application of deep learning approaches to predict monthly stream flows

Dalkılıç H. Y., Kumar D., Samuı P., Dıxon B., Yeşilyurt S. N., Katipoğlu O. M.

ENVIRONMENTAL MONITORING AND ASSESSMENT AN INTERNATIONAL JOURNAL DEVOTED TO PROGRESS IN THE USE OF MONITORING DATA IN ASSESSING ENVIRONMENTAL RISKS TO MAN AND THE ENVIRONMENT , vol.1, pp.195-705, 2023 (SCI-Expanded)

Implementation of hybrid wind speed prediction model based on different data mining and signal processing approaches

KATİPOĞLU O. M., SARIGÖL M.

Environmental Science and Pollution Research , vol.30, no.23, pp.64589-64605, 2023 (SCI-Expanded)

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

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

Combining discrete wavelet decomposition with soft computing techniques to predict monthly evapotranspiration in semi-arid Hakkâri province, Türkiye

Environmental Science and Pollution Research , vol.30, no.15, pp.44043-44066, 2023 (SCI-Expanded) Sustainable Development

Evaluation of the success of the hybrid wavelet-based ANFIS approach in the estimation of monthly stream flows of the Bitlis River, Turkey

Berhail S., KATİPOĞLU O. M.

WATER SUPPLY , vol.1, no.1, pp.1-2, 2023 (SCI-Expanded) Sustainable Development

Comparison of the SPI and SPEI as drought assessment tools in a semi-arid region: case of the Wadi Mekerra basin (northwest of Algeria)

Theoretical and Applied Climatology , 2023 (SCI-Expanded)

Prediction of Streamflow Drought Index for Short-Term Hydrological Drought in the Semi-Arid Yesilirmak Basin Using Wavelet Transform and Artificial Intelligence Techniques

Sarıgöl M., Katipoğlu O. M.

SUSTAINABILITY , vol.15, no.2, pp.1109-1110, 2023 (SCI-Expanded) Sustainable Development

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

Acta Geophysica , 2023 (SCI-Expanded) Sustainable Development

Evaluation of Tree-Based Machine Learning and Deep Learning Techniques in Temperature-Based Potential Evapotranspiration Prediction

Akar F., Katipoğlu O. M., Yeşilyurt S. N., Taş M. B. H.

POLISH JOURNAL OF ENVIRONMENTAL STUDIES , vol.32, no.2, pp.1-15, 2023 (SCI-Expanded)

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

KATİPOĞLU O. M., SARIGÖL M.

Earth Science Informatics , 2023 (SCI-Expanded)

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

SARIGÖL M., KATİPOĞLU O. M.

Natural Hazards , 2023 (SCI-Expanded)

Space-time variations of hydrological drought severities and trends in the semi-arid Euphrates Basin, Turkey

Stochastic Environmental Research and Risk Assessment , vol.36, no.12, pp.4017-4040, 2022 (SCI-Expanded) Sustainable Development

Analyzing the trend and change point in various meteorological variables in Bursa with various statistical and graphical methods

Theoretical and Applied Climatology , vol.150, no.3-4, pp.1295-1320, 2022 (SCI-Expanded) Sustainable Development

Analysis of spatial variation of temperature trends in the semiarid Euphrates basin using statistical approaches

Acta Geophysica , vol.70, no.3, pp.1899-1921, 2022 (SCI-Expanded)

Spatial analysis of seasonal precipitation using various interpolation methods in the Euphrates basin, Turkey

Acta Geophysica , vol.70, no.2, pp.859-878, 2022 (SCI-Expanded)

Assessment of meteorological drought trends in the Euphrates Basin, Turkey

Katipoğlu O. M., Acar R., Şenocak S., Şengül S.

Arabian Journal Of Geosciences , vol.15, pp.555-575, 2022 (SCI-Expanded) Sustainable Development

Prediction of missing temperature data using different machine learning methods

KATİPOĞLU O. M., ACAR R., ŞENOCAK S.

ARABIAN JOURNAL OF GEOSCIENCES , vol.15, pp.15-21, 2022 (SCI-Expanded) Sustainable Development

Spatio-temporal analysis of meteorological and hydrological droughts in the Euphrates Basin, Turkey

Water Science and Technology: Water Supply , vol.21, no.4, pp.1657-1673, 2021 (SCI-Expanded) Sustainable Development

Comparison of meteorological indices for drought monitoring and evaluating: A case study from euphrates basin, Turkey

KATİPOĞLU O. M., ACAR R., ŞENGÜL S.

Journal of Water and Climate Change , vol.11, no.1S, pp.29-43, 2020 (SCI-Expanded) Sustainable Development

INVESTIGATION OF DROUGHT CHARACTERISTICS OF MURAT RIVER FLOWS, IN EUPHRATES RIVER VALLEY

KATİPOĞLU O. M., ACAR R., ŞENOCAK S.

FRESENIUS ENVIRONMENTAL BULLETIN , vol.28, no.3, pp.2022-2034, 2019 (SCI-Expanded) Sustainable Development

Determining the lengths of dry periods in annual and monthly stream flows using runs analysis at Karasu River, in Turkey

Katipoğlu O. M., Can I.

Water Science and Technology: Water Supply , vol.18, pp.1329-1338, 2018 (SCI-Expanded)

ESTIMATION OF DROUGHT RISKS USING ARCHIMEDEAN COPULAS IN THE KARASU RIVER, TURKEY

KATİPOĞLU O. M., Can I.

FRESENIUS ENVIRONMENTAL BULLETIN , vol.27, pp.9799-9811, 2018 (SCI-Expanded) Sustainable Development

Articles Published in Other Journals

Evaporation Prediction with Wavelet-Based Hyperparameter Optimized K-Nearest Neighbors and Extreme Gradient Boosting Algorithms in a Semi-Arid Environment

ENVIRONMENTAL PROCESSES , vol.10, no.4, pp.50-51, 2023 (ESCI)

Monthly streamflow prediction in Amasya, Türkiye, using an integrated approach of a feedforward backpropagation neural network and discrete wavelet transform

Modeling Earth Systems and Environment , vol.9, no.2, pp.2463-2475, 2023 (ESCI) Sustainable Development

An election algorithm combined with support vector regression for estimating hydrological drought

Achite M., Emami S., Jehanzaib M., KATİPOĞLU O. M., Emami H.

Modeling Earth Systems and Environment , 2023 (ESCI)

Data division effect on machine learning performance for prediction of streamflow

Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi , vol.13, no.4, pp.653-660, 2022 (Peer-Reviewed Journal)

Dicle Havzasındaki Bazı İstasyonlara ait Potansiyel Evapotranspirasyon Verilerinin Trend Analizi

Katipoğlu O. M., Yeşilyurt S. N., Dalkılıç H. Y.

Doğal afet ve çevre dergisi , vol.8, no.2, pp.292-304, 2022 (Peer-Reviewed Journal)

Trend analysis of hydrological droughts in Yeşilırmak basin by Mann Kendall and Sen Innovative Trend Analysis

GÜMÜŞHANE ÜNİVERSİTESİ FEN BİLİMLERİ ENSTİTÜSÜ DERGİSİ , vol.12, no.2, pp.422-442, 2022 (Peer-Reviewed Journal)

Monthly stream flows estimation in the karasu river of euphrates basin with artificial neural networks approach

Mühendislik Bilimleri ve Tasarım Dergisi , vol.10, no.3, pp.917-928, 2022 (Peer-Reviewed Journal)

Estimation of Incomplete Precipitation Data using the Adaptive Neuro-Fuzzy Inference System (ANFIS) Approach

DATA SCIENCE AND APPLICATIONS , vol.4, no.1, pp.11-15, 2021 (Conference Book)

Determination of Meteorological and Hydrological Drought Maps with Various Interpolation Methods in the Euphrates Basin

Doğal Afetler ve Çevre Dergisi , vol.7, no.2, pp.298-317, 2021 (Peer-Reviewed Journal) Sustainable Development

Standartlaştırılmış yağış indeksi hesabında kullanılan dağılım fonksiyonu etkisinin ve kuraklık karakteristiklerinin araştırılması

Gümüşhane Üniversitesi Fen Bilimleri Enstitüsü Dergisi , vol.11, no.3, pp.828-844, 2021 (Peer-Reviewed Journal) Sustainable Development

Estimation of missing temperature data by Artificial Neural Network (ANN)

Dicle University Journal of Engineering , vol.12, no.2, pp.431-438, 2021 (Peer-Reviewed Journal)

Refereed Congress / Symposium Publications in Proceedings

Firefly and Artificial Bee Colony Metaheuristic Algorithms for Enhanced Neural Network Prediction Modeling of Sediment Load in Çoruh River

3rd GLOBAL CONFERENCE on ENGINEERING RESEARCH, 13 - 16 September 2023, pp.500-501

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

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

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

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

Evaluation of the effect of meteorological parameters on streamflow estimation using data mining techniques: A case study of Munzur River

3rd International Symposium of Scientific Research and Innovative Studies, Balıkesir, Turkey, 15 - 18 March 2023, pp.508-509

Modeling Of Surface Evaporation with Wavelet-Based Optimized KNearest Neighbors And Extreme Gradient Boosting Algorithms: Evaluation of Meteorological input Combinations

3rd International Symposium of Scientific Research and Innovative Studies, Balıkesir, Turkey, 15 - 18 March 2023, pp.506-507 Sustainable Development

What Is The Best Mother Wavelet In The Prediction Of Monthly Stream Flows?

2nd GLOBAL CONFERENCE on ENGINEERING RESEARCH, Balıkesir, Turkey, 7 - 10 September 2022, pp.399

Estimation of monthly evapotranspiration in Hakkâri with wavelet transform and machine learning models

International Joint Conference on Engineering, Science and Artificial Intelligence, Balıkesir, Turkey, 15 - 17 June 2022, pp.180

Identification of Hargreaves-based potential evapotranspiration trends in Erzincan, Bayburt, and Gümüşhane provinces

3. ULUSLARARASI MÜHENDİSLİK BİLİMLERİ VE MULTİDİSİPLİNER YAKLAŞIMLAR KONGRESİ, İstanbul, Turkey, 10 - 11 February 2022, pp.814-815

Completion of missing temperature data using Adaptive NetworkBased Fuzzy Inference System (ANFIS)

IV. INTERNATIONAL CONFERENCE ON DATA SCIENCE AND APPLICATIONS 2021, İstanbul, Turkey, 4 - 06 June 2021, pp.6-7

Estimation of Incomplete Precipitation Data Using the Adaptive Neuro-Fuzzy Inference System (ANFIS) Approach

4 th International Conference on Data Science and Applications (ICONDATA’21), June 4-6, 2021, TURKEY, İstanbul, Turkey, 4 - 06 June 2021, pp.57-58

DETERMINATION OF STANDARDIZED PRECIPITATION INDEX ACCORDING TO ALTERNATIVE DISTRIBUTION FUNCTIONS

Katipoğlu O. M., Acar R., Şengül S.

CUKUROVA 6th INTERNATIONAL SCIENTIFIC RESEARCHES CONFERENCE, Adana, Turkey, 5 - 06 March 2021, pp.675-694 Sustainable Development

COMPLETING THE MISSING RAINFALL DATA IN THE EUPHRATES BASIN WITH REGRESSION ANALYSIS

CUKUROVA 6TH INTERNATIONAL SCIENTIFIC RESEARCHES CONFERENCE, Adana, Turkey, 5 - 06 March 2021, pp.658-674 Sustainable Development

MAPPING OF AVERAGE ANNUAL PRECIPITATION IN THE EUPHRATES BASIN USING VARIOUS DETERMINISTIC INTERPOLATION METHODS

Uluslararası Mühendislik Bilimleri ve Multidisipliner Yaklaşımlar Kongresi, İstanbul, Turkey, 23 - 24 February 2021, pp.586

ESTIMATING THE DISTRIBUTION OF AVERAGE ANNUAL PRECIPITATION IN THE EUPHRATES BASIN THROUGH GEOSTATISTICAL INTERPOLATION METHODS

Bildiri Uluslararası Mühendislik Bilimleri ve Multidisipliner Yaklaşımlar Kongresi , İstanbul, Turkey, 23 - 24 February 2021, pp.482-490

Analysing the climate change effects on break point of temperature data

Katipoğlu O. M., Acar R., Şenocak S.

2ND INTERNATIONAL EURASIAN CONFERENCE ONSCIENCE, ENGINEERING AND TECHNOLOGY, Gaziantep, Turkey, 7 - 09 October 2020, pp.93-94 Sustainable Development

Drought Assessment by Reconnaissance Drought Index in the Euphrates river valley, Turkey

2ND INTERNATIONAL EURASIAN CONFERENCE ONSCIENCE, ENGINEERING AND TECHNOLOGY, Gaziantep, Turkey, 7 - 09 October 2020, pp.92-94 Sustainable Development

STANDART YAĞIŞ İNDEKSİ İLE KURAKLIK KARAKTERİSTİKLERİ VE SINIFLARININ İNCELENMESİ

2. ULUSLARARASI UYGULAMALI BİLİMLER KONGRESİ, Tunceli, Turkey, 31 May 2020

İSTATİSTİKSEL HOMOJENLİK TESTLERİ İLE AKIM VERİLERİNDEKİ DEĞİŞİM NOKTASININ İNCELENMESİ

2. ULUSLARARASI UYGULAMALI BİLİMLER KONGRESİ, Tunceli, Turkey, 31 May 2020

SAYISAL YÜKSEKLİK MODELİ KULLANILARAK FIRAT HAVZASININ DRENAJ AĞI VE SINIRLARININ BELİRLENMESİ

3. ULUSLARARASI UYGULAMALI BİLİMLER KONGRESİ, Ordu, Turkey, 25 - 26 April 2020

GİDİŞLER ANALİZİ KULLANILARAK EKSTREM KURAKLIK OLAYLARININ BELİRLENMESİ VE KARŞILAŞTIRILMASI

3. ULUSLARARASI UYGULAMALI BİLİMLER KONGRESİ, Ordu, Turkey, 25 - 26 April 2020

KESİM SEVİYESİ METODU İLE FIRAT HAVZASINDAKİ HİDROLOJİK KURAKLIKLARIN BELİRLENMESİ

4. ULUSLARARASI GAP MATEMATİK-MÜHENDİSLİK-FEN VE SAĞLIK BİLİMLERİ KONGRESİ, Gaziantep, Turkey, 3 - 05 April 2020

FIRAT HAVZASINDAKİ YAĞIŞ VERİLERİNİN KIRILMA NOKTASININ İNCELENMESİ

4. ULUSLARARASI GAP MATEMATİK-MÜHENDİSLİK-FEN VE SAĞLIK BİLİMLERİ KONGRESİ, Gaziantep, Turkey, 3 - 05 April 2020

Analysis of meteorological droughts by using Standardized Precipitation Evapotranspiration Index (SPEI)

ICADET, Bayburt, Turkey, 20 - 21 September 2019

Evaluation of hydrologic droughts by using Standardized Runoff Index (SRI)

ICADET2019, 20 - 21 September 2019

Estimation of Streamflows by Using Online Back-Propagation Neural Network

Katipoğlu O. M., Kartal V., Pande C. B.

icelis, Kastamonu, Turkey, 26 - 29 April 2018

Books & Book Chapters

Evaluation of NARX, Elman-NN, and Cascade-NN For Suspended Sediment Yield Forecasting in Ceyhan River

in: INTERNATIONAL RESEARCH IN ENGINEERING SCIENCES VII, Associate Prof. Dr. Arif Emre Dursun Edito, Editor, Eğitim yayınevi, İstanbul, pp.57-83, 2023

Comparative Analysis of Seasonal Groundwater Distribution Mapping Via Empirical Bayesian Kriging and Local Polynomial Interpolation Techniques

Katipoğlu O. M., Gezici K., Şengül S.

in: Academic Analysis and Discussions in Engineering, Prof. Dr. Mustafa Bozdemir / Doç.Dr. Rukiye Uzun Arslan, Editor, Özgür yayın, Gaziantep, pp.161-176, 2023

Probabilistic Modeling of Hydrological Droughts with Copula-Based Markov Chain Monte Carlo Simulation

Katipoğlu O. M., Kartal V., Pande C. B.

in: INTERNATIONAL RESEARCH IN ENGINEERING SCIENCES VII, Associate Prof. Dr. Arif Emre Dursun, Editor, Eğitim yayınevi, İstanbul, pp.85-108, 2023

Groundwater Level Time Series Prediction Using Group Method of Data Handling and Deep Convolutional Neural Network With Recurrent Neural Networks

Katipoğlu O. M., Gezici K., Keblouti M., Şengül S.

in: Mühendislik Alanında Akademik Analiz ve Tartışmalar, Prof. Dr. Mustafa BOZDEMİR Doç. Dr. Rukiye UZUN ARSLAN, Editor, Özgür yayın, Gaziantep, pp.143-159, 2023

ASSESSING SEASONAL AND ANNUAL GROUNDWATER LEVEL FLUCTUATIONS IN ERZINCAN FOR SUSTAINABLE WATER MANAGEMENT

Katipoğlu O. M., Kartal V., Sarıgöl M., Berhail S., Elbeltagi A.

in: INTERNATIONAL RESEARCH IN ENGINEERING SCIENCES VI, Prof. Dr. Rıdvan Saraçoğlu, Editor, Eğitim Yayınevi, Konya, pp.23-39, 2023

GROUNDWATER LEVEL PREDICTION USING GENETIC ALGORITHMBASED EMOTIONAL AND ARTIFICIAL NEURAL NETWORKS

Katipoğlu O. M., Kartal V., Sarıgöl M., Berhail S., Achite M.

in: INTERNATIONAL RESEARCH IN ENGINEERING SCIENCES VI, Prof. Dr. Rıdvan Saraçoğlu, Editor, Eğitim Yayınevi, Konya, pp.41-59, 2023

AYLIK MAKSİMUM YAĞIŞLARA EN UYGUN DAĞILIM MODELİNİN BELİRLENMESİ

Katipoğlu O. M., Yeşilyurt S. N., Dalkılıç H. Y.

in: MÜHENDİSLİK ALANINDA ULUSLARARASI ARAŞTIRMALAR III, DOÇ. DR. M. ÖZGÜN KORUKÇU, Editor, EĞİTİM YAYINEVİ, Konya, pp.57-74, 2022

PREDICTION OF METEOROLOGICAL PARAMETERS IN BURSA WITH DEEP LEARNING MODEL

in: INTERNATIONAL RESEARCH IN ENGINEERING SCIENCES II, Prof. Dr. Servet Soygüder, Editor, Egitim Publishing Group, Inc., Konya, pp.87-101, 2022

PREDICTION OF FUTURE HYDROLOGICAL DROUGHTS WITH TREEBASED ALGORITHMS

in: International Research in Engineering II, Prof. Dr. Şakir Taşdemir, Asist. Prof. Dr. Ahmet Cevahir Çınar, Editor, Egitim Publishing Group, Inc, Konya, pp.51-70, 2022

LONG SHORT-TERM MEMORY NETWORKS FOR PREDICTION OF STREAM FLOWS

KATİPOĞLU O. M., DALKILIÇ H. Y., YEŞİLYURT S. N.

in: INTERNATIONAL RESEARCH IN ENGINEERING SCIENCES II, Prof. Dr. Servet Soygüder, Editor, Egitim Publishing Group, Inc., Konya, pp.43-54, 2022

WIND SPEED PREDICTION FOR BILECIK WITH EMPIRICAL MODE DECOMPOSITION, WAVELET TRANSFORM, AND MACHINE LEARNING

in: International Research in Engineering II, Prof. Dr. Şakir Taşdemir, Asist. Prof. Dr. Ahmet Cevahir Çınar, Editor, Egitim Publishing Group, Inc., Konya, pp.89-104, 2022

EVALUATION OF THE EFFECT OF TRAIN-TEST SPLIT RATIO FOR THE PREDICTION OF DAILY PAN EVAPORATION OF ÇORUM PROVINCE