Prof. HALİT APAYDIN

Publication Network

Journal articles indexed in SCI, SSCI, and AHCI

A nature-inspired and noise-assisted feature extraction integrating spatiotemporal attention-based sequence2sequence for multivariate wind speed prediction

Sibtain M., Li X., Saleem S., Qurat-ul-Ain Q., Shi Q., Li F., et al.

Stochastic Environmental Research and Risk Assessment , vol.39, no.1, pp.343-359, 2025 (SCI-Expanded)

An integrated artificial intelligence-deep learning approach for vegetation canopy assessment and monitoring through satellite images

Shamloo N., Sattari M. T., Kamran K. V., APAYDIN H.

Stochastic Environmental Research and Risk Assessment , 2025 (SCI-Expanded)

Kernel-Based Versus Tree-Based Data-Driven Models: On Applying Suspended Sediment Load Estimation

Sattari M. T., APAYDIN H., Milweski A.

WATER , vol.16, no.20, 2024 (SCI-Expanded)

Extreme pressure coefficients: modelling a hydraulic jump using deep-learning based methods

Mousavi S. N., APAYDIN H., Sattari M. T., Abraham J. P.

SADHANA-ACADEMY PROCEEDINGS IN ENGINEERING SCIENCES , vol.49, no.2, 2024 (SCI-Expanded)

A Novel Stochastic Tree Model for Daily Streamflow Prediction Based on A Noise Suppression Hybridization Algorithm and Efficient Uncertainty Quantification

Attar N. F., Sattari M. T., Apaydin H.

WATER RESOURCES MANAGEMENT , vol.38, no.6, pp.1943-1964, 2024 (SCI-Expanded)

Evaluation of Feature Selection Methods in Estimation of Precipitation Based on Deep Learning Artificial Neural Networks

Sattari M. T., Avram A., APAYDIN H., Matei O.

WATER RESOURCES MANAGEMENT , vol.37, no.15, pp.5871-5891, 2023 (SCI-Expanded)

Estimation of Alfalfa (Medicago sativa L.) yield under RCP4.5 and RCP8.5 climate change projections with ANN in Turkey

Pekin M. A., ŞAHİN DEMİRBAĞ N., Khawar K. M., APAYDIN H.

MAUSAM , vol.74, no.3, pp.847-860, 2023 (SCI-Expanded)

A Hybrid Approach for Regional Low-Flow Frequency Analysis for the Upper Tigris and Euphrates Basin

Serdar Anli A., Modarres R., APAYDIN H.

JOURNAL OF HYDROLOGIC ENGINEERING , vol.28, no.6, 2023 (SCI-Expanded)

Comprehensive review of solar radiation modeling based on artificial intelligence and optimization techniques: future concerns and considerations

Attar N. F., Sattari M. T., Prasad R., APAYDIN H.

CLEAN TECHNOLOGIES AND ENVIRONMENTAL POLICY , vol.25, no.4, pp.1079-1097, 2023 (SCI-Expanded)

Comparative analysis of deep and machine learning approaches for daily carbon monoxide pollutant concentration estimation

Feizi H., Sattari M., Prasad R., APAYDIN H.

International Journal of Environmental Science and Technology , vol.20, no.2, pp.1753-1768, 2023 (SCI-Expanded)

An image-based deep learning model for water turbidity estimation in laboratory conditions

Feizi H., Sattari M. T., Mosaferi M., Apaydin H.

INTERNATIONAL JOURNAL OF ENVIRONMENTAL SCIENCE AND TECHNOLOGY , vol.20, no.1, pp.149-160, 2023 (SCI-Expanded) Sustainable Development

Improving reservoir inflow prediction via rolling window and deep learning-based multi-model approach: case study from Ermenek Dam, Turkey

Feizi H., Apaydın H., Sattari M. T., Colak M. S., Sibtain M.

STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT , vol.36, no.10, pp.3149-3169, 2022 (SCI-Expanded)

Agricultural drought survey using MODIS-based image indices at the regional scale: case study of the Urmia Lake Basin, Iran

Shamloo N., Sattari M. T., APAYDIN H.

THEORETICAL AND APPLIED CLIMATOLOGY , vol.149, no.1-2, pp.39-51, 2022 (SCI-Expanded) Sustainable Development

A multivariate streamflow forecasting model by integrating improved complete ensemble empirical mode decomposition with additive noise, sample entropy, Gini index and sequence-to-sequence approaches

APAYDIN H., Sibtain M.

JOURNAL OF HYDROLOGY , vol.603, 2021 (SCI-Expanded) Sustainable Development

Surface water quality classification using data mining approaches: Irrigation along the Aladag River

Sattari M. T., Feizi H., ÇOLAK M. S., ÖZTÜRK A., Ozturk F., APAYDIN H.

IRRIGATION AND DRAINAGE , vol.70, pp.1227-1246, 2021 (SCI-Expanded) Sustainable Development

Evapotranspiration estimation using SEBAL algorithm integrated with remote sensing and experimental methods

Shamloo N., Taghi Sattari M., APAYDIN H., Valizadeh Kamran K., Prasad R.

INTERNATIONAL JOURNAL OF DIGITAL EARTH , vol.14, no.11, pp.1638-1658, 2021 (SCI-Expanded) Sustainable Development

Artificial intelligence modelling integrated with Singular Spectral analysis and Seasonal-Trend decomposition using Loess approaches for streamflow predictions

APAYDIN H., Sattari M. T., Falsafian K., Prasad R.

JOURNAL OF HYDROLOGY , vol.600, 2021 (SCI-Expanded)

Estimation of the pan evaporation coefficient in cold and dry climate conditions via the M5 regression tree model

Taghi Sattari M., Ahamadifar V., Delirhasannia R., APAYDIN H.

ATMOSFERA , vol.34, no.3, pp.289-300, 2021 (SCI-Expanded)

Comparative analysis of kernel-based versus ANN and deep learning methods in monthly reference evapotranspiration estimation

Sattari M. T., APAYDIN H., Band S. S., Mosavi A., Prasad R.

HYDROLOGY AND EARTH SYSTEM SCIENCES , vol.25, no.2, pp.603-618, 2021 (SCI-Expanded)

A Multistage Hybrid Model ICEEMDAN-SE-VMD-RDPG for a Multivariate Solar Irradiance Forecasting

Sibtain M., Li X., Saleem S., Qurat-Ul-Ain Q., Asad M. S., Tahir T., et al.

IEEE ACCESS , vol.9, pp.37334-37363, 2021 (SCI-Expanded)

Soil Temperature Estimation with Meteorological Parameters by Using Tree-Based Hybrid Data Mining Models

Sattari M. T., Avram A., APAYDIN H., Matei O.

MATHEMATICS , vol.8, no.9, 2020 (SCI-Expanded)

Estimation of sodium adsorption ratio in a river with kernel-based and decision-tree models

Sattari M. T., Feizi H., ÇOLAK M. S., ÖZTÜRK A., APAYDIN H., Ozturk F.

ENVIRONMENTAL MONITORING AND ASSESSMENT , vol.192, no.9, 2020 (SCI-Expanded) Sustainable Development

Performance Evaluation of Deep Learning-Based Gated Recurrent Units (GRUs) and Tree-Based Models for Estimating ETo by Using Limited Meteorological Variables

Sattari M. T., APAYDIN H., Shamshirband S.

MATHEMATICS , vol.8, no.6, 2020 (SCI-Expanded)

Comparative Analysis of Recurrent Neural Network Architectures for Reservoir Inflow Forecasting

APAYDIN H., Feizi H., Sattari M. T., ÇOLAK M. S., Shamshirband S., Chau K.

WATER , vol.12, no.5, 2020 (SCI-Expanded)

Deep-learning GIS hybrid approach in precipitation modeling based on spatio-temporal variables in the coastal zone of Turkey

APAYDIN H., Sattari M. T.

CLIMATE RESEARCH , vol.81, pp.149-165, 2020 (SCI-Expanded) Sustainable Development

M5 model tree application in daily river flow forecasting in Sohu Stream, Turkey

Sattari M. T., Pal M., APAYDIN H., Ozturk F.

WATER RESOURCES , vol.40, no.3, pp.233-242, 2013 (SCI-Expanded)

Stochastic operation analysis of irrigation reservoir in low-flow conditions: a case study from Eleviyan Reservoir, Iran

Sattari M. T., APAYDIN H., Ozturk F.

TURKISH JOURNAL OF AGRICULTURE AND FORESTRY , vol.37, no.5, pp.613-622, 2013 (SCI-Expanded)

Flow estimations for the Sohu Stream using artificial neural networks

Sattari M. T., APAYDIN H., Ozturk F.

ENVIRONMENTAL EARTH SCIENCES , vol.66, no.7, pp.2031-2045, 2012 (SCI-Expanded)

Decision trees to determine the possible drought periods in Ankara

Sattari M. T., Anli A. S., APAYDIN H., Kodal S.

ATMOSFERA , vol.25, no.1, pp.65-83, 2012 (SCI-Expanded) Sustainable Development

Application of a data mining approach to derive operating rules for the Eleviyan irrigation reservoir

Sattari M. T., APAYDIN H., Ozturk F., BAYKAL N.

LAKE AND RESERVOIR MANAGEMENT , vol.28, no.2, pp.142-152, 2012 (SCI-Expanded)

Evaluation of topographical and geographical effects on some climatic parameters in the Central Anatolia Region of Turkey

APAYDIN H., ANLI A. S., Ozturk F.

INTERNATIONAL JOURNAL OF CLIMATOLOGY , vol.31, no.9, pp.1264-1279, 2011 (SCI-Expanded)

Review. Advances in the management of the wastewater in Turkey: natural treatments or constructed wetlands

ÇAKMAK B., APAYDIN H.

SPANISH JOURNAL OF AGRICULTURAL RESEARCH , vol.8, no.1, pp.188-201, 2010 (SCI-Expanded)

Operation analysis of Eleviyan irrigation reservoir dam by optimization and stochastic simulation

Sattari M. T., APAYDIN H., Ozturk F.

STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT , vol.23, no.8, pp.1187-1201, 2009 (SCI-Expanded) Sustainable Development

Regional Frequency Analysis of the Annual Maximum Precipitation Observed In Trabzon Province

ANLI A. S., APAYDIN H., Ozturk F.

JOURNAL OF AGRICULTURAL SCIENCES-TARIM BILIMLERI DERGISI , vol.15, no.3, pp.240-248, 2009 (SCI-Expanded) Sustainable Development

Evaluation of flow and water quality monitoring network design by using Digital Elevation Model (DEM) in the GAP region of Turkey

APAYDIN H., Ozturk F., Merdun H.

FRESENIUS ENVIRONMENTAL BULLETIN , vol.16, no.3, pp.272-277, 2007 (SCI-Expanded)

Evaluation of indices for characterizing the distribution and concentration of precipitation: A case for the region of Southeastern Anatolia Project, Turkey

APAYDIN H., Erpul G., Bayramin I., Gabriels D.

JOURNAL OF HYDROLOGY , vol.328, no.3-4, pp.726-732, 2006 (SCI-Expanded)

The temporal transferability of calibrated parameters of a hydrological model

APAYDIN H., Anli A., ÖZTÜRK A.

ECOLOGICAL MODELLING , vol.195, no.3-4, pp.307-317, 2006 (SCI-Expanded)

Determination of the drainage basin characteristics using vector GIS

APAYDIN H., Ozturk F., Merdun H., Aziz N. M.

NORDIC HYDROLOGY , vol.37, no.2, pp.129-142, 2006 (SCI-Expanded)

Graphical method for determining lateral and manifold pipe diameters in drip irrigation

APAYDIN H., Yildirim O.

IRRIGATION AND DRAINAGE , vol.54, no.2, pp.145-154, 2005 (SCI-Expanded)

Spatial interpolation techniques for climate data in the GAP region in Turkey

APAYDIN H., Sonmez F., Yildirim Y.

CLIMATE RESEARCH , vol.28, no.1, pp.31-40, 2004 (SCI-Expanded)

Estimating pan evaporation from limited meteorological observations from Turkey

Ozturk F., APAYDIN H.

WATER INTERNATIONAL , vol.23, no.3, pp.184-189, 1998 (SCI-Expanded)

Articles Published in Other Journals

Modeling Flood Susceptibility Utilizing Advanced Ensemble Machine Learning Techniques in the Marand Plain

Asghar Rostami A., Taghi Sattari M., APAYDIN H., Milewski A.

Geosciences (Switzerland) , vol.15, no.3, 2025 (ESCI)

Groundwater quality mapping based on the Wilcox Classification method for agricultural purposes: Qazvin Plain aquifer case

Sattari M. T., Kamrani Y., Javidan S., Attar N. F., APAYDIN H.

Turkish Journal of Engineering , vol.9, no.1, pp.116-128, 2025 (Scopus)

Cost-effectiveness of Hydroelectric Turbines and Pumps as an Alternative to Pressure-Reducing Valves for Electricity Production in Irrigation Lines in Turkey

Dagdelen E., APAYDIN H.

WATER CONSERVATION SCIENCE AND ENGINEERING , vol.9, no.2, 2024 (ESCI)

A comparative study of different optimization algorithms for the optimum operation of the Mahabad dam reservoir

Feizi H., Sattari M. T., APAYDIN H.

Results in Engineering , vol.21, 2024 (ESCI)

Application of data driven models in estimating daily reference evapotranspiration in a coastal region

Sattari M. T., APAYDIN H.

INTERNATIONAL JOURNAL OF SUSTAINABLE AGRICULTURAL MANAGEMENT AND INFORMATICS , vol.10, no.3, pp.296-326, 2024 (ESCI)

Evaluation of Combined Agricultural Drought Index (CDI), Prediction Methods Based on Satellite Images via Deep Learning and Machine Learning Approaches

Sattari M. T., Apaydın H., Shamloo N., Kameran K. V.

JOURNAL OF WATER AND SOIL , vol.37, no.5, pp.787-807, 2023 (Peer-Reviewed Journal)

Determination of the working performance of a new fertigation system developed for hose reel irrigation machine

POLAT T., ÇOLAK A., DAYIOĞLU M. A., APAYDIN H.

Soil Studies , vol.11, no.1, pp.12-18, 2022 (Peer-Reviewed Journal)

Mathematical Based Implicit and Explicit Finite Difference Techniques for Solving the Ground Water Flow Equations Using Spreadsheets

Salmasi F., Sattari M. T., APAYDIN H.

International Journal of Mathematical Sciences and Computing , vol.8, no.4, pp.1-14, 2022 (Peer-Reviewed Journal)

Estimation of Drought by Streamflow Drought Index (SDI) and Artificial Neural Networks (ANNs) in Ankara-Nallihan Region

Eroğluer T., Apaydın H.

TURKISH JOURNAL OF AGRICULTURE: FOOD SCIENCE AND TECHNOLOGY , vol.8, no.2, pp.348, 2020 (Peer-Reviewed Journal) Sustainable Development

Modelling of Bektas Creek Daily Streamflow with Generalized Regression Neural Network Method

Fatma A., Apaydın H.

International Journal of Advances in Scientific Research and Engineering , vol.6, no.02, pp.97-103, 2020 (Peer-Reviewed Journal)

Stochastic Modeling of Suspended Sediment from Yesilirmak Basin, Turkey.

Yürekli K., Apaydın H.

International J. of Natural and Engineering Sciences , vol.2, no.1, pp.21-27, 2008 (Peer-Reviewed Journal)

Kurukavak Deresi Havzasında Yüzey Akış ve Sediment Miktarının AGNPS Modeli ile Tahmini

ÖZTÜRK F., SÖNMEZ F. K., YILDIRIM Y. E., BAYRAMİN İ., APAYDIN H., KARAŞ E.

Tarim Bilimleri Dergisi-Journal Of Agricultural Sciences , vol.9, no.3, pp.344-351, 2003 (Peer-Reviewed Journal)

Yüzey akış ve sediment modellerinin coğrafi bilgi sistemi yardımıyla uygulanması

APAYDIN H., ÖZTÜRK F.

Tarim Bilimleri Dergisi-Journal Of Agricultural Sciences , vol.9, no.4, pp.381-389, 2003 (Peer-Reviewed Journal)

Suspended sediment loads through flood events for streams of Sakarya River basin Sakarya Havzasinda Taşkinlarla Taşinan Asili Sediment Miktarlari

Öztürk F., APAYDIN H., Walling D. E.

Turkish Journal of Engineering and Environmental Sciences , vol.25, no.6, pp.643-650, 2001 (Scopus)

Suspended sediment loads through flood events for streams of Sakarya River basin

APAYDIN H., ÖZTÜRK F.

Turkish Journal of Engineering and Environmental Sciences , vol.25, no.6, pp.643-650, 2001 (Peer-Reviewed Journal)

Sulama şebekelerindeki sanat yapılarının yeterliliğinin belirlenmesi

APAYDIN H., ÖZTÜRK F.

Tarim Bilimleri Dergisi-Journal Of Agricultural Sciences , vol.3, no.2, pp.52-58, 1997 (Peer-Reviewed Journal)

Papers Presented at Peer-Reviewed Scientific Conferences

ANKARA BÖLGESİNDE EN YÜKSEK DOMATES VERİMİNİ SAĞLAYAN OPTİMUM SULAMANIN DSSAT İLE MODELLENMESİ

SALEH A. A. A. R. E., TORUN E., APAYDIN H.

BALKAN 12TH INTERNATIONAL CONFERENCE ON APPLIED SCIENCES, üsküp, Macedonia, 01 November 2024, pp.91-105, (Full Text)

Alan editörü ve hakem atamaları hakkında bilinmesi gerekenler

APAYDIN H.

Fen Bilimlerinde Makale Yazımı ve Değerlendirme Süreçleri Sempozyumu, Edirne, Turkey, 12 December 2022, (Full Text)

Dergi isteklerine yaklaşım

APAYDIN H.

Fen Bilimlerinde Makale Yazımı ve Değerlendirme Süreçleri Sempozyumu, Edirne, Turkey, 12 December 2022, (Full Text)

Daily Streamflow Modelling in the Nalli River Using Recurrent Neural Networks

APAYDIN H., Feizi H., Akcakoca F., Sattari M. T.

International Conference on New Technologies, Development and Application, 2022, Sarajevo, Bosnia And Herzegovina, 23 - 25 June 2022, vol.472 LNNS, pp.813-822, (Full Text)

Drought Monitoring–Evaluation and Forecast

Akçakoca F., Apaydın H., Öztürk A., Çolak M. S.

EJONS 12th INTERNATIONAL CONGRESS ON MATHEMATIC, ENGINEERING AND NATURAL SCIENCES July 9-11, 2021. Paris, FRANCE., Paris, France, 9 - 11 July 2021, pp.1-18, (Full Text)

Machines Used In Installation Of Agricultural Drainage Systems

ÖZTÜRK A., ÇOLAK M. S., APAYDIN H., AKÇAKOCA F.

Mas 14th International European Conference On Mathematics, Engineering, Natural & Medical Sciences March 26-28, 2021 / Széchenyi István University, Hungary., Hungary, 26 - 28 March 2021, pp.50-59, (Full Text)

Ardışık Geçmiş Akım Ve Yapay Sinir Ağları Kullanarak Günlük Akımların Tahmini

APAYDIN H., Fatma A.

Ankara II. Uluslararası Bilimsel Araştırmalar Kongresi, Ankara, Turkey, 06 March 2020, (Full Text)

Kuraklığın Değerlendirilmesi Açısından Standart Yağış İndeksi SPI ve Standart Yağış Evapotransprasyon İndeksi SPEI Yöntemlerinin Ege Bölgesi Şehirlerinde Karşılaştırılması Sözlü Bildiri

ANLI A. S., POLAT H. E., APAYDIN H., SELENAY M. F., ÖZTÜRK F.

12. Ulusal Kültürteknik Sempozyumu, Tekirdağ, Turkey, 21 - 23 May 2014, pp.75, (Summary Text)

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