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Modeling of irrigation water quality parameter (sodium adsorption ratio) using hybrid swarm intelligence-based neural networks in a semi-arid environment at SMBA dam, Algeria.
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- Theoretical & Applied Climatology, 2024, v. 155, n. 8, p. 8299, doi. 10.1007/s00704-024-05109-z
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- Article
Integration of extreme learning machines with CEEMDAN and VMD techniques in the prediction of the multiscalar standardized runoff index and standardized precipitation evapotranspiration index.
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- Natural Hazards, 2024, v. 120, n. 1, p. 825, doi. 10.1007/s11069-023-06238-w
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- Article
Estimation of hourly flood hydrograph from daily flows using machine learning techniques in the Büyük Menderes River.
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- Natural Hazards, 2023, v. 119, n. 3, p. 1461, doi. 10.1007/s11069-023-06156-x
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- Article
Evaluation of hydro-meteorological drought indices for characterizing historical droughts in the Mediterranean climate of Algeria.
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- Natural Hazards, 2023, v. 118, n. 1, p. 427, doi. 10.1007/s11069-023-06012-y
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- Article
Bee-inspired insights: Unleashing the potential of artificial bee colony optimized hybrid neural networks for enhanced groundwater level time series prediction.
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- Environmental Monitoring & Assessment, 2024, v. 196, n. 8, p. 1, doi. 10.1007/s10661-024-12838-1
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- Article
Shannon entropy of performance metrics to choose the best novel hybrid algorithm to predict groundwater level (case study: Tabriz plain, Iran).
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- Environmental Monitoring & Assessment, 2024, v. 196, n. 3, p. 1, doi. 10.1007/s10661-024-12357-z
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- Article
Application of empirical mode decomposition, particle swarm optimization, and support vector machine methods to predict stream flows.
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- Environmental Monitoring & Assessment, 2023, v. 195, n. 9, p. 1, doi. 10.1007/s10661-023-11700-0
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- Article
Prediction of Streamflow Drought Index for Short-Term Hydrological Drought in the Semi-Arid Yesilirmak Basin Using Wavelet Transform and Artificial Intelligence Techniques.
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- Sustainability (2071-1050), 2023, v. 15, n. 2, p. 1109, doi. 10.3390/su15021109
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- Article
An evolutionary hybrid method based on particle swarm optimization algorithm and extreme gradient boosting for short-term streamflow forecasting.
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- Acta Geophysica, 2024, v. 72, n. 5, p. 3661, doi. 10.1007/s11600-024-01307-5
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- Article
Estimation of monthly evaporation values using gradient boosting machines and mode decomposition techniques in the Southeast Anatolia Project (GAP) area in Turkey.
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- Acta Geophysica, 2024, v. 72, n. 2, p. 999, doi. 10.1007/s11600-023-01067-8
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- Article
Spatiotemporal detection of abrupt change in trends of rainfall and dry and wet periods at different time scales: The case of the Medjerda basin in northeast Algeria.
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- Acta Geophysica, 2023, v. 71, n. 5, p. 2497, doi. 10.1007/s11600-023-01097-2
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- Publication type:
- Article
Evaluation of the performance of data-driven approaches for filling monthly precipitation gaps in a semi-arid climate conditions.
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- Acta Geophysica, 2023, v. 71, n. 5, p. 2265, doi. 10.1007/s11600-022-00963-9
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- Article
Analysis of spatial variation of temperature trends in the semiarid Euphrates basin using statistical approaches.
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- Acta Geophysica, 2022, v. 70, n. 4, p. 1899, doi. 10.1007/s11600-022-00819-2
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- Publication type:
- Article
Spatial analysis of seasonal precipitation using various interpolation methods in the Euphrates basin, Turkey.
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- Acta Geophysica, 2022, v. 70, n. 2, p. 859, doi. 10.1007/s11600-022-00756-0
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- Article
Hybrid machine learning models for groundwater level prediction in a snow‐dominated region: An evaluation of EEMD, VMD and EWT decomposition techniques.
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- Hydrological Processes, 2024, v. 38, n. 5, p. 1, doi. 10.1002/hyp.15169
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- Article
Performance Evaluation of Five Machine Learning Algorithms for Estimating Reference Evapotranspiration in an Arid Climate.
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- Water (20734441), 2023, v. 15, n. 21, p. 3822, doi. 10.3390/w15213822
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- Article
Simulation of the Potential Impacts of Projected Climate and Land Use Change on Runoff under CMIP6 Scenarios.
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- Water (20734441), 2023, v. 15, n. 19, p. 3421, doi. 10.3390/w15193421
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- Article
Data division effect on machine learning performance for prediction of streamflow.
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- Dicle University Journal of Engineering / Dicle Üniversitesi Mühendislik Dergisi, 2022, v. 13, n. 4, p. 653, doi. 10.24012/dumf.1158748
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- Article
Estimation of missing temperature data by Artificial Neural Network (ANN).
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- Dicle University Journal of Engineering / Dicle Üniversitesi Mühendislik Dergisi, 2021, v. 12, n. 2, p. 431, doi. 10.24012/dumf.852821
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- Article
Assessment of meteorological drought trends in the Euphrates Basin, Turkey.
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- Arabian Journal of Geosciences, 2022, v. 15, n. 6, p. 1, doi. 10.1007/s12517-021-08482-5
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- Article
Prediction of missing temperature data using different machine learning methods.
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- Arabian Journal of Geosciences, 2022, v. 15, n. 1, p. 1, doi. 10.1007/s12517-021-09290-7
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- Article
Hybrid interpolation approach for estimating the spatial variation of annual precipitation in the Macta basin, Algeria.
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- Theoretical & Applied Climatology, 2024, v. 155, n. 2, p. 1139, doi. 10.1007/s00704-023-04685-w
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- Publication type:
- Article
Comparison of the SPI and SPEI as drought assessment tools in a semi-arid region: case of the Wadi Mekerra basin (northwest of Algeria).
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- Theoretical & Applied Climatology, 2023, v. 154, n. 3/4, p. 1373, doi. 10.1007/s00704-023-04601-2
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- Article
Analyzing the trend and change point in various meteorological variables in Bursa with various statistical and graphical methods.
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- Theoretical & Applied Climatology, 2022, v. 150, n. 3/4, p. 1295, doi. 10.1007/s00704-022-04231-0
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- Article
Predicting hydrological droughts using ERA 5 reanalysis data and wavelet-based soft computing techniques.
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- Environmental Earth Sciences, 2023, v. 82, n. 24, p. 1, doi. 10.1007/s12665-023-11280-9
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- Article
Analyzing the dynamical relationships between meteorological and hydrological drought of Wadi Mina basin, Algeria using a novel multiscale framework.
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- Stochastic Environmental Research & Risk Assessment, 2024, v. 38, n. 5, p. 1935, doi. 10.1007/s00477-024-02663-w
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- Article
Prediction of flood routing results in the Central Anatolian region of Türkiye with various machine learning models.
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- Stochastic Environmental Research & Risk Assessment, 2023, v. 37, n. 6, p. 2205, doi. 10.1007/s00477-023-02389-1
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- Article
Space-time variations of hydrological drought severities and trends in the semi-arid Euphrates Basin, Turkey.
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- Stochastic Environmental Research & Risk Assessment, 2022, v. 36, n. 12, p. 4017, doi. 10.1007/s00477-022-02246-7
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- Article
Hydrological Drought Prediction Based on Hybrid Extreme Learning Machine: Wadi Mina Basin Case Study, Algeria.
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- Atmosphere, 2023, v. 14, n. 9, p. 1447, doi. 10.3390/atmos14091447
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- Article
Evaluation of the RF-MEP Method for Merging Multiple Gridded Precipitation Products in the Chongqing City, China.
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- Remote Sensing, 2023, v. 15, n. 17, p. 4230, doi. 10.3390/rs15174230
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- Article
Prediction of monthly groundwater level using a new hybrid intelligent approach in the Tabriz plain, Iran.
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- Neural Computing & Applications, 2024, v. 36, n. 20, p. 12609, doi. 10.1007/s00521-024-09681-3
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- Article
Correction: Prediction of monthly groundwater level using a new hybrid intelligent approach in the Tabriz plain, Iran.
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- 2024
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- Correction Notice
Yeşilırmak havzasındaki hidrolojik kuraklıkların Mann-Kendall ve Yenilikçi Şen yöntemi ile trend analizi.
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- Gümüshane Üniversitesi Fen Bilimleri Enstitüsü Dergisi, 2022, v. 12, n. 2, p. 422, doi. 10.17714/gumusfenbil.1026893
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- Article
Standartlaştırılmış yağış indeksi hesabında kullanılan dağılım fonksiyonu etkisinin ve kuraklık karakteristiklerinin araştırılması.
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- Gümüshane Üniversitesi Fen Bilimleri Enstitüsü Dergisi, 2021, v. 11, n. 3, p. 828, doi. 10.17714/gumusfenbil.900408
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- Publication type:
- Article
Improving the accuracy of rainfall-runoff relationship estimation using signal processing techniques, bio-inspired swarm intelligence and artificial intelligence algorithms.
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- Earth Science Informatics, 2023, v. 16, n. 4, p. 3125, doi. 10.1007/s12145-023-01081-w
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- Article
Modeling the effect of meteorological variables on streamflow estimation: application of data mining techniques in mixed rainfall–snowmelt regime Munzur River, Türkiye.
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- Environmental Science & Pollution Research, 2023, v. 30, n. 42, p. 96312, doi. 10.1007/s11356-023-29220-2
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- Publication type:
- Article
Application of novel artificial bee colony optimized ANN and data preprocessing techniques for monthly streamflow estimation.
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- Environmental Science & Pollution Research, 2023, v. 30, n. 38, p. 89705, doi. 10.1007/s11356-023-28678-4
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- Article
Revealing the trend and change point in Hargreaves equation based on potential evapotranspiration values with various statistical approaches.
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- Environmental Science & Pollution Research, 2023, v. 30, n. 27, p. 70604, doi. 10.1007/s11356-023-27417-z
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- Article
Implementation of hybrid wind speed prediction model based on different data mining and signal processing approaches.
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- Environmental Science & Pollution Research, 2023, v. 30, n. 23, p. 64589, doi. 10.1007/s11356-023-27084-0
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- Publication type:
- Article
Coupling machine learning with signal process techniques and particle swarm optimization for forecasting flood routing calculations in the Eastern Black Sea Basin, Türkiye.
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- Environmental Science & Pollution Research, 2023, v. 30, n. 16, p. 46074, doi. 10.1007/s11356-023-25496-6
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- Publication type:
- Article
Combining discrete wavelet decomposition with soft computing techniques to predict monthly evapotranspiration in semi-arid Hakkâri province, Türkiye.
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- Environmental Science & Pollution Research, 2023, v. 30, n. 15, p. 44043, doi. 10.1007/s11356-023-25369-y
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- Publication type:
- Article
MONTHLY STREAM FLOWS ESTIMATION IN THE KARASU RIVER OF EUPHRATES BASIN WITH ARTIFICIAL NEURAL NETWORKS APPROACH.
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- SDU Journal of Engineering Sciences & Design / Mühendislik Bilimleri ve Tasarım Dergisi, 2022, v. 10, n. 3, p. 917, doi. 10.21923/jesd.982868
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- Article
Combining Machine Learning Algorithms with Empirical Mode Decomposition and Discrete Wavelet Transform for Monthly Peak Discharge Prediction.
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- Polish Journal of Environmental Studies, 2023, v. 32, n. 4, p. 3161, doi. 10.15244/pjoes/161515
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- Publication type:
- Article
Evaluation of Tree-Based Machine Learning and Deep Learning Techniques in Temperature-Based Potential Evapotranspiration Prediction.
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- Polish Journal of Environmental Studies, 2023, v. 32, n. 2, p. 1009, doi. 10.15244/pjoes/156927
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- Article