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Hydrological simulation in a basin of typical tropical climate and soil using the SWAT model part I: Calibration and validation tests

Journal of hydrology. Regional studies, 2016-09, Vol.7 (C), p.14-37

2016

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Daily flow duration curve model for ungauged intermittent subbasins of gauged rivers

Journal of hydrology (Amsterdam), 2022-01, Vol.604, p.127249, Article 127249

2022

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A classification-based deep belief networks model framework for daily streamflow forecasting

Journal of hydrology (Amsterdam), 2021-04, Vol.595, p.125967, Article 125967

2021

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Can artificial intelligence and data-driven machine learning models match or even replace process-driven hydrologic models for streamflow simulation?: A case study of four watersheds with different hydro-climatic regions across the CONUS

Journal of hydrology (Amsterdam), 2021-07, Vol.598 (C), p.126423, Article 126423

2021

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Daily streamflow simulation based on the improved machine learning method

Tecnología y ciencias del agua, 2017-03, Vol.8 (2), p.51-60

2017

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Copula-based method for multisite monthly and daily streamflow simulation

Journal of hydrology (Amsterdam), 2015-09, Vol.528, p.369-384

2015

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Univariate streamflow forecasting using commonly used data-driven models: literature review and case study

Hydrological sciences journal, 2018-05, Vol.63 (7), p.1091-1111

2018

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Long-term variability in hydrological droughts and floods in sub-Saharan Africa: New perspectives from a 65-year daily streamflow dataset

Journal of hydrology (Amsterdam), 2022-10, Vol.613, p.128359, Article 128359

2022

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Investigation of climate change impacts on daily streamflow extremes in Eastern Black Sea Basin, Turkey

Physics and chemistry of the earth. Parts A/B/C, 2024-06, Vol.134, p.103599, Article 103599

2024

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Sensitivity Analysis in Watershed Model Using SUFI-2 Algorithm

Procedia engineering, 2016, Vol.162, p.441-447

2016

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A Bayesian Hierarchical Network Model for Daily Streamflow Ensemble Forecasting

Water resources research, 2021-09, Vol.57 (9), p.n/a

2021

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Propagation of parameter uncertainty in SWAT: A probabilistic forecasting method based on polynomial chaos expansion and machine learning

Journal of hydrology (Amsterdam), 2020-07, Vol.586, p.124854, Article 124854

2020

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Copula-based method for stochastic daily streamflow simulation considering lag-2 autocorrelation

Journal of hydrology (Amsterdam), 2019-11, Vol.578, p.123938, Article 123938

2019

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Gap infilling of daily streamflow data using a machine learning algorithm (MissForest) for impact assessment of human activities

Journal of hydrology (Amsterdam), 2023-12, Vol.627, p.130404, Article 130404

2023

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Comparison of daily streamflow forecasts using extreme learning machines and the random forest method

Hydrological sciences journal, 2019-11, Vol.64 (15), p.1857-1866

2019

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Using Adaptive Chaotic Grey Wolf Optimization for the daily streamflow prediction

Expert systems with applications, 2024-03, Vol.237, p.121113, Article 121113

2024

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Prediction of Streamflow in River Basin-Using ANN

E3S web of conferences, 2024, Vol.529, p.3019

2024

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Hybrid Hydrological Data-Driven Approach for Daily Streamflow Forecasting

Journal of hydrologic engineering, 2020-02, Vol.25 (2)

2020

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Developing Novel Robust Models to Improve the Accuracy of Daily Streamflow Modeling

Water resources management, 2020-08, Vol.34 (10), p.3387-3409

2020

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Achieving high-quality probabilistic predictions from hydrological models calibrated with a wide range of objective functions

Journal of hydrology (Amsterdam), 2021-12, Vol.603, p.126578, Article 126578

2021

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The probability distribution of daily streamflow in perennial rivers of Angola

Journal of hydrology (Amsterdam), 2021-12, Vol.603, p.126869, Article 126869

2021

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Development of ensemble approaches based on performance of statistical methods for daily streamflow estimation

Hydrological sciences journal, 2022-06, Vol.67 (8), p.1199-1215

2022

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Multifractality of Canadian precipitation and streamflow

International journal of climatology, 2017-08, Vol.37 (S1), p.1221-1236

2017

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An evaluation of regionalization and watershed classification schemes for continuous daily streamflow prediction in ungauged watersheds

Canadian water resources journal, 2017-01, Vol.42 (1), p.2-20

2017

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Downscaling stream flow time series from monthly to daily scales using an auto-regressive stochastic algorithm: StreamFARM

Journal of hydrology (Amsterdam), 2016-06, Vol.537, p.297-310

2016

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Hydrological simulation in a basin of typical tropical climate and soil using the SWAT model part I: Calibration and validation tests

Daily flow duration curve model for ungauged intermittent subbasins of gauged rivers

A classification-based deep belief networks model framework for daily streamflow forecasting

Can artificial intelligence and data-driven machine learning models match or even replace process-driven hydrologic models for streamflow simulation?: A case study of four watersheds with different hydro-climatic regions across the CONUS

Daily streamflow simulation based on the improved machine learning method

Copula-based method for multisite monthly and daily streamflow simulation

Univariate streamflow forecasting using commonly used data-driven models: literature review and case study

Long-term variability in hydrological droughts and floods in sub-Saharan Africa: New perspectives from a 65-year daily streamflow dataset

Investigation of climate change impacts on daily streamflow extremes in Eastern Black Sea Basin, Turkey

Sensitivity Analysis in Watershed Model Using SUFI-2 Algorithm

A Bayesian Hierarchical Network Model for Daily Streamflow Ensemble Forecasting

Propagation of parameter uncertainty in SWAT: A probabilistic forecasting method based on polynomial chaos expansion and machine learning

Copula-based method for stochastic daily streamflow simulation considering lag-2 autocorrelation

Gap infilling of daily streamflow data using a machine learning algorithm (MissForest) for impact assessment of human activities

Comparison of daily streamflow forecasts using extreme learning machines and the random forest method

Using Adaptive Chaotic Grey Wolf Optimization for the daily streamflow prediction

Prediction of Streamflow in River Basin-Using ANN

Hybrid Hydrological Data-Driven Approach for Daily Streamflow Forecasting

Developing Novel Robust Models to Improve the Accuracy of Daily Streamflow Modeling

Achieving high-quality probabilistic predictions from hydrological models calibrated with a wide range of objective functions

The probability distribution of daily streamflow in perennial rivers of Angola

Development of ensemble approaches based on performance of statistical methods for daily streamflow estimation

Multifractality of Canadian precipitation and streamflow

An evaluation of regionalization and watershed classification schemes for continuous daily streamflow prediction in ungauged watersheds

Downscaling stream flow time series from monthly to daily scales using an auto-regressive stochastic algorithm: StreamFARM

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