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Using artificial neural network models for groundwater level forecasting and assessment of the relative impacts of influencing factors

Hydrogeology journal, 2019-03, Vol.27 (2), p.567-579

2019

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Assessment of the validity of Stokes and Reynolds equations for fluid flow through a rough-walled fracture with flow imaging

Geophysical research letters, 2014-07, Vol.41 (13), p.4578-4585

2014

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Application of geographically weighted regression models to predict spatial characteristics of nitrate contamination: Implications for an effective groundwater management strategy

Journal of environmental management, 2020-08, Vol.268, p.110646-110646, Article 110646

2020

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Seasonal effects on hydrochemistry, microbial diversity, and human health risks in radon-contaminated groundwater areas

Environment international, 2023-08, Vol.178, p.108098-108098, Article 108098

2023

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Reconstructing Daily Discharge in a Megadelta Using Machine Learning Techniques

Water resources research, 2022-05, Vol.58 (5), p.n/a

2022

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A comparative study of artificial neural networks and support vector machines for predicting groundwater levels in a coastal aquifer

Journal of hydrology (Amsterdam), 2011-01, Vol.396 (1), p.128-138

2011

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Tail shortening with developing eddies in a rough-walled rock fracture

Geophysical research letters, 2015-08, Vol.42 (15), p.6340-6347

2015

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A method to improve the stability and accuracy of ANN- and SVM-based time series models for long-term groundwater level predictions

Computers & geosciences, 2016-05, Vol.90, p.144-155

2016

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Backward Probability Model for Identifying Multiple Contaminant Source Zones Under Transient Variably Saturated Flow Conditions

Water resources research, 2020-04, Vol.56 (4), p.n/a

2020

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Comparison of groundwater age models for assessing nitrate loading, transport pathways, and management options in a complex aquifer system

Hydrological processes, 2018-03, Vol.32 (7), p.923-938

2018

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Earthquakes and very deep groundwater perturbation mutually induced

Scientific reports, 2021-07, Vol.11 (1), p.13632-13, Article 13632

2021

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The role of eddies in solute transport and recovery in rock fractures: Implication for groundwater remediation

Hydrological processes, 2017-09, Vol.31 (20), p.3580-3587

2017

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Importance of thermal dispersivity in designing groundwater heat pump (GWHP) system: Field and numerical study

Renewable energy, 2015-11, Vol.83, p.270-279

2015

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Impact of earthquake on the communities of bacteria and archaea in groundwater ecosystems

Journal of hydrology (Amsterdam), 2020-04, Vol.583, p.124563, Article 124563

2020

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Delineation of groundwater quality locations suitable for target end‐use purposes through deep neural network models

Journal of environmental quality, 2021-03, Vol.50 (2), p.416-428

2021

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Physicochemical and isotopic properties of ambient aerosols and precipitation particles during winter in Seoul, South Korea

Environmental science and pollution research international, 2022-02, Vol.29 (8), p.11990-12008

2022

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Impact of boundary conditions on the modeled thermal regime of the Antarctic ice sheet

The cryosphere, 2024-03, Vol.18 (3), p.1139-1155

2024

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Nationwide groundwater monitoring around infectious-disease-caused livestock mortality burials in Korea: Superimposed influence of animal leachate on pre-existing anthropogenic pollution

Environment international, 2019-08, Vol.129, p.376-388

2019

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Hydrogeochemical Evidence of Earthquake‐Induced Anomalies in Response to the 2017 MW 5.5 Pohang Earthquake in Korea

Geochemistry, geophysics, geosystems : G3, 2020-12, Vol.21 (12), p.n/a

2020

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Application of machine learning to predict CO2 trapping performance in deep saline aquifers

Energy (Oxford), 2022-01, Vol.239, p.122457, Article 122457

2022

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Evaluating the responses of alluvial and bedrock aquifers to earthquakes (ML5.1 and ML5.8) using hydrological and environmental tracer data

Hydrogeology journal, 2019-09, Vol.27 (6), p.2011-2025

2019

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Impacts of land use change and groundwater management on long-term nitrate-nitrogen and chloride trends in groundwater of Jeju Island, Korea

Environmental earth sciences, 2017-02, Vol.76 (4), p.1-16, Article 176

2017

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Robust machine learning models of carbon dioxide trapping indexes at geological storage sites

Fuel (Guildford), 2022-05, Vol.316, p.123391, Article 123391

2022

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A Comparison of the Water Environment Policy of Europe and South Korea in Response to Climate Change

Sustainability, 2018-02, Vol.10 (2), p.384

2018

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Comparison of Saturated Hydraulic Conductivity Estimated by Three Different Methods

Water (Basel), 2017-12, Vol.9 (12), p.942

2017

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Using artificial neural network models for groundwater level forecasting and assessment of the relative impacts of influencing factors

Assessment of the validity of Stokes and Reynolds equations for fluid flow through a rough-walled fracture with flow imaging

Application of geographically weighted regression models to predict spatial characteristics of nitrate contamination: Implications for an effective groundwater management strategy

Seasonal effects on hydrochemistry, microbial diversity, and human health risks in radon-contaminated groundwater areas

Reconstructing Daily Discharge in a Megadelta Using Machine Learning Techniques

A comparative study of artificial neural networks and support vector machines for predicting groundwater levels in a coastal aquifer

Tail shortening with developing eddies in a rough-walled rock fracture

A method to improve the stability and accuracy of ANN- and SVM-based time series models for long-term groundwater level predictions

Backward Probability Model for Identifying Multiple Contaminant Source Zones Under Transient Variably Saturated Flow Conditions

Comparison of groundwater age models for assessing nitrate loading, transport pathways, and management options in a complex aquifer system

Earthquakes and very deep groundwater perturbation mutually induced

The role of eddies in solute transport and recovery in rock fractures: Implication for groundwater remediation

Importance of thermal dispersivity in designing groundwater heat pump (GWHP) system: Field and numerical study

Impact of earthquake on the communities of bacteria and archaea in groundwater ecosystems

Delineation of groundwater quality locations suitable for target end‐use purposes through deep neural network models

Physicochemical and isotopic properties of ambient aerosols and precipitation particles during winter in Seoul, South Korea

Impact of boundary conditions on the modeled thermal regime of the Antarctic ice sheet

Nationwide groundwater monitoring around infectious-disease-caused livestock mortality burials in Korea: Superimposed influence of animal leachate on pre-existing anthropogenic pollution

Hydrogeochemical Evidence of Earthquake‐Induced Anomalies in Response to the 2017 MW 5.5 Pohang Earthquake in Korea

Application of machine learning to predict CO2 trapping performance in deep saline aquifers

Evaluating the responses of alluvial and bedrock aquifers to earthquakes (ML5.1 and ML5.8) using hydrological and environmental tracer data

Impacts of land use change and groundwater management on long-term nitrate-nitrogen and chloride trends in groundwater of Jeju Island, Korea

Robust machine learning models of carbon dioxide trapping indexes at geological storage sites

A Comparison of the Water Environment Policy of Europe and South Korea in Response to Climate Change

Comparison of Saturated Hydraulic Conductivity Estimated by Three Different Methods

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