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

    Article • Stochastic Hydrology and Hydraulics, February 2022, Springer Science + Business Media

    Prof. Dr. Halit APAYDIN, Mohammad Taghi Sattari

  2. 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

    Article • Journal of Hydrology, December 2021, Elsevier

    Prof. Dr. Halit APAYDIN

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

    Article • Journal of Hydrology, September 2021, Elsevier

    Prof. Dr. Halit APAYDIN, Mohammad Taghi Sattari

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

    Article • International Journal of Digital Earth, August 2021, Taylor & Francis

    Prof. Dr. Halit APAYDIN, Mohammad Taghi Sattari

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

    Article • Irrigation and Drainage, April 2021, Wiley

    Prof. Dr. Halit APAYDIN, Mohammad Taghi Sattari

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

    Article • Hydrology and Earth System Sciences, February 2021, Copernicus GmbH

    Prof. Dr. Halit APAYDIN, Mohammad Taghi Sattari

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

    Article • IEEE Access, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Dr. Halit APAYDIN

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

    Article • Climate Research, September 2020, Inter-Research Science Center

    Prof. Dr. Halit APAYDIN, Mohammad Taghi Sattari

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

    Article • Mathematics, August 2020, MDPI AG

    Prof. Dr. Halit APAYDIN, Mohammad Taghi Sattari

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

    Article • Environmental Monitoring and Assessment, August 2020, Springer Science + Business Media

    Prof. Dr. Halit APAYDIN, Mohammad Taghi Sattari

  11. Estimation of pan evaporation coefficient in cold and dry climate conditions with a decision-tree model

    Article • August 2020, Centro de Ciencias de la Atmosfera

    Prof. Dr. Halit APAYDIN, Mohammad Taghi Sattari

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

    Article • Mathematics, June 2020, MDPI AG

    Prof. Dr. Halit APAYDIN, Mohammad Taghi Sattari

  13. Comparative Analysis of Recurrent Neural Network Architectures for Reservoir Inflow Forecasting

    Article • Water, May 2020, MDPI AG

    Prof. Dr. Halit APAYDIN, Mohammad Taghi Sattari

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

    Article • Turkish Journal of Agriculture - Food Science and Technology, February 2020, Turkish Journal of Agriculture - Food Science and Technology (TURJAF)

    Prof. Dr. Halit APAYDIN

  15. M5 Model Tree Application in Daily River Flow Forecasting in Sohu Stream, Turkey

    Article • Water Resources, May 2013, Pleiades Publishing Ltd

    Prof. Dr. Halit APAYDIN, Mohammad Taghi Sattari

  16. Stochastic analysis of irrigation reservoir in low-flow : Case study Eleviyan Reservoir, Iran

    Article • TURKISH JOURNAL OF AGRICULTURE AND FORESTRY, January 2013, The Scientific and Technological Research Council of Turkey

    Prof. Dr. Halit APAYDIN, Mohammad Taghi Sattari

  17. A data mining approach to derive operating rules for the Eleviyan irrigation reservoir

    Article • Lake and Reservoir Management, June 2012, Taylor & Francis

    Prof. Dr. Halit APAYDIN, Mohammad Taghi Sattari

  18. Flow estimations for the Sohu Stream using artificial neural networks

    Article • Environmental Earth Sciences, November 2011, Springer Science + Business Media

    Prof. Dr. Halit APAYDIN, Mohammad Taghi Sattari

  19. topographical and geographical effects on some climatic parameters in the Anatolia Turkey

    Article • International Journal of Climatology, June 2010, Wiley

    Prof. Dr. Halit APAYDIN

  20. the management of the wastewater in Turkey: Natural treatments or constructed wetlands

    Article • Spanish Journal of Agricultural Research, March 2010, Instituto Nacional de Investigacion y Tecnologia Agraria y Alimentaria (INIA)

    Prof. Dr. Halit APAYDIN

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

    Article • Tarım Bilimleri Dergisi, January 2009, Ankara University Faculty of Agriculture

    Prof. Dr. Halit APAYDIN

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

    Article • Stochastic Hydrology and Hydraulics, December 2008, Springer Science + Business Media

    Prof. Dr. Halit APAYDIN, Mohammad Taghi Sattari

  23. Indices for characterizing the distribution and concentration of precipitation: GAP/SAP, Turkey

    Article • Journal of Hydrology, September 2006, Elsevier

    Prof. Dr. Halit APAYDIN

  24. The temporal transferability of calibrated parameters of a hydrological model

    Article • Ecological Modelling, June 2006, Elsevier

    Prof. Dr. Halit APAYDIN

  25. Determination of the drainage basin characteristics using vector GIS

    Article • Hydrology Research, April 2006, IWA Publishing

    Prof. Dr. Halit APAYDIN

  26. GRAPHICAL METHOD FOR DETERMINING LATERAL AND MANIFOLD PIPE DIAMETERS IN DRIP IRRIGATION

    Article • Irrigation and Drainage, January 2005, Wiley

    Prof. Dr. Halit APAYDIN

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

    Article • Climate Research, January 2004, Inter-Research Science Center

    Prof. Dr. Halit APAYDIN

  28. Application of Runoff and Sediment Yield Models by Geographic Information System

    Article • Tarım Bilimleri Dergisi, January 2003, Ankara University Faculty of Agriculture

    Prof. Dr. Halit APAYDIN

  29. Estimating pan evaporation from limited meteorological observations from Turkey

    Article • Water International, September 1998, Taylor & Francis

    Prof. Dr. Halit APAYDIN

  30. Determining of Adequacy of Farm Irrigation Structures in the Irrigation Schemes

    Article • Tarım Bilimleri Dergisi, January 1997, Ankara University Faculty of Agriculture

    Prof. Dr. Halit APAYDIN