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Comparative Analysis of Recurrent Neural Network Architectures for Reservoir Inflow Forecasting

Water (Basel), 2020-05, Vol.12 (5), p.1500

2020

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

Mathematics (Basel), 2020-06, Vol.8 (6), p.972

2020

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

Results in engineering, 2024-03, Vol.21, p.101664, Article 101664

2024

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

Environmental monitoring and assessment, 2020-09, Vol.192 (9), p.575-575, Article 575

2020

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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

Journal of hydrology (Amsterdam), 2021-12, Vol.603, p.126831, Article 126831

2021

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

Mathematics (Basel), 2020-09, Vol.8 (9), p.1407

2020

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

International journal of digital earth, 2021-11, Vol.14 (11), p.1638-1658

2021

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

IEEE access, 2021, Vol.9, p.37334-37363

2021

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

Water conservation science and engineering, 2024-12, Vol.9 (2), p.59, Article 59

2024

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

Journal of hydrology (Amsterdam), 2021-09, Vol.600, p.126506, Article 126506

2021

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

Theoretical and applied climatology, 2022-07, Vol.149 (1-2), p.39-51

2022

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

International Journal of Sustainable Agricultural Management and Informatics, 2024, Vol.10 (3), p.296-326

2024

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

Water resources management, 2024-04, Vol.38 (6), p.1943-1964

2024

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

Water resources management, 2023-12, Vol.37 (15), p.5871-5891

2023

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

Atmósfera, 2021, Vol.34 (3), p.289-300

2021

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

Hydrology and earth system sciences, 2021-02, Vol.25 (2), p.603-618

2021

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

Clean technologies and environmental policy, 2023-05, Vol.25 (4), p.1079-1097

2023

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

International Journal of Mathematical Sciences and Computing, 2022-10, Vol.8 (4), p.1-14

2022

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

Journal of hydrologic engineering, 2023-06, Vol.28 (6)

2023

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

Stochastic environmental research and risk assessment, 2022-10, Vol.36 (10), p.3149-3169

2022

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The temporal transferability of calibrated parameters of a hydrological model

Ecological modelling, 2006-06, Vol.195 (3), p.307-317

2006

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

Sadhana (Bangalore), 2024-04, Vol.49 (2), Article 151

2024

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

Climate research, 2020-01, Vol.81, p.149-165

2020

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

International Journal of Sustainable Agricultural Management and Informatics, 2024, Vol.10 (3), p.296-326

2024

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

Majallah-i āb va khāk, 2023-12, Vol.37 (5), p.787-807

2023

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Comparative Analysis of Recurrent Neural Network Architectures for Reservoir Inflow Forecasting

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

The temporal transferability of calibrated parameters of a hydrological model

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

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

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

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

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