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Application of Machine Learning in Water Resources Management: A Systematic Literature Review

Water (Basel), 2023-02, Vol.15 (4), p.620

2023

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Nationwide simulation of water, energy, and food nexus: Case study in South Korea and Indonesia

Journal of hydro-environment research, 2019-01, Vol.22, p.70-87

2019

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Multi-Step Ahead Probabilistic Forecasting of Daily Streamflow Using Bayesian Deep Learning: A Multiple Case Study

Water (Basel), 2022-11, Vol.14 (22), p.3672

2022

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Hydraulic Connectiveness Metric for the Analysis of Criticality in Water Distribution Networks

Water (Basel), 2024-06, Vol.16 (11), p.1498

2024

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Water Network Partitioning into District Metered Areas: A State-Of-The-Art Review

Water (Basel), 2020-04, Vol.12 (4), p.1002

2020

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Water–Energy–Food Nexus Simulation: An Optimization Approach for Resource Security

Water (Basel), 2019-04, Vol.11 (4), p.667

2019

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Estimation of Energy Consumption and CO2 Emissions of the Water Supply Sector: A Seoul Metropolitan City (SMC) Case Study

Water (Basel), 2024-02, Vol.16 (3), p.479

2024

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Comparative Analysis of Reliability Indices and Hydraulic Measures for Water Distribution Network Performance Evaluation

Water (Basel), 2020-09, Vol.12 (9), p.2399

2020

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Analyzing the Effectiveness of a Multi-Purpose Dam Using a System Dynamics Model

Water (Basel), 2020-04, Vol.12 (4), p.1062

2020

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Improving long-term streamflow prediction in a poorly gauged basin using geo-spatiotemporal mesoscale data and attention-based deep learning: A comparative study

Journal of hydrology (Amsterdam), 2022-12, Vol.615, p.128608, Article 128608

2022

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Energy intensity-based metric for optimal design of water distribution systems

Applied water science, 2023-09, Vol.13 (9), p.185-16, Article 185

2023

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Water Pipe Replacement Scheduling Based on Life Cycle Cost Assessment and Optimization Algorithm

Water (Basel), 2021-03, Vol.13 (5), p.605

2021

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Optimal Water Quality Sensor Placement by Accounting for Possible Contamination Events in Water Distribution Networks

Water (Basel), 2021-08, Vol.13 (15), p.1999

2021

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Optimal Design of District Metered Areas in a Water Distribution Network Using Coupled Self-Organizing Map and Community Structure Algorithm

Water (Basel), 2021-03, Vol.13 (6), p.836

2021

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Optimization of Chlorine Injection Schedule in Water Distribution Networks Using Water Age and Breadth-First Search Algorithm

Water (Basel), 2024-02, Vol.16 (3), p.486

2024

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Identifying Contaminant Intrusion in Water Distribution Networks under Water Flow and Sensor Report Time Uncertainties

Water (Basel), 2020-11, Vol.12 (11), p.3179

2020

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Life Cycle Analysis for Water and Wastewater Pipe Materials

Journal of environmental engineering (New York, N.Y.), 2013-05, Vol.139 (5), p.703-711

2013

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Identification of Critical Pipes Using a Criticality Index in Water Distribution Networks

Applied sciences, 2019-10, Vol.9 (19), p.4052

2019

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Development of a Hybrid Harmony Search for Water Distribution System Design

KSCE Journal of Civil Engineering, 2018, 22(4), , pp.1506-1514

2018

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Estimating Design Floods at Ungauged Watersheds in South Korea Using Machine Learning Models

Water (Basel), 2020-11, Vol.12 (11), p.3022

2020

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Long-term streamflow forecasting in data-scarce regions: Insightful investigation for leveraging satellite-derived data, Informer architecture, and concurrent fine-tuning transfer learning

Journal of hydrology (Amsterdam), 2024-03, Vol.631, p.130772, Article 130772

2024

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Integrated Quality Control Process for Hydrological Database: A Case Study of Daecheong Dam Basin in South Korea

Water (Basel), 2021-10, Vol.13 (20), p.2820

2021

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Rehabilitation Priority Determination of Water Pipes Based on Hydraulic Importance

Water (Basel), 2014-12, Vol.6 (12), p.3864-3887

2014

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Hydro-Economic Water Allocation Model for Water Supply Risk Analysis: A Case Study of Namhan River Basin, South Korea

Sustainability, 2021-06, Vol.13 (11), p.6005

2021

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Application of multiple pressure management strategies in urban water distribution networks using sequential optimization

Sustainable cities and society, 2024-03, Vol.102, p.105246, Article 105246

2024

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Application of Machine Learning in Water Resources Management: A Systematic Literature Review

Nationwide simulation of water, energy, and food nexus: Case study in South Korea and Indonesia

Multi-Step Ahead Probabilistic Forecasting of Daily Streamflow Using Bayesian Deep Learning: A Multiple Case Study

Hydraulic Connectiveness Metric for the Analysis of Criticality in Water Distribution Networks

Water Network Partitioning into District Metered Areas: A State-Of-The-Art Review

Water–Energy–Food Nexus Simulation: An Optimization Approach for Resource Security

Estimation of Energy Consumption and CO2 Emissions of the Water Supply Sector: A Seoul Metropolitan City (SMC) Case Study

Comparative Analysis of Reliability Indices and Hydraulic Measures for Water Distribution Network Performance Evaluation

Analyzing the Effectiveness of a Multi-Purpose Dam Using a System Dynamics Model

Improving long-term streamflow prediction in a poorly gauged basin using geo-spatiotemporal mesoscale data and attention-based deep learning: A comparative study

Energy intensity-based metric for optimal design of water distribution systems

Water Pipe Replacement Scheduling Based on Life Cycle Cost Assessment and Optimization Algorithm

Optimal Water Quality Sensor Placement by Accounting for Possible Contamination Events in Water Distribution Networks

Optimal Design of District Metered Areas in a Water Distribution Network Using Coupled Self-Organizing Map and Community Structure Algorithm

Optimization of Chlorine Injection Schedule in Water Distribution Networks Using Water Age and Breadth-First Search Algorithm

Identifying Contaminant Intrusion in Water Distribution Networks under Water Flow and Sensor Report Time Uncertainties

Life Cycle Analysis for Water and Wastewater Pipe Materials

Identification of Critical Pipes Using a Criticality Index in Water Distribution Networks

Development of a Hybrid Harmony Search for Water Distribution System Design

Estimating Design Floods at Ungauged Watersheds in South Korea Using Machine Learning Models

Long-term streamflow forecasting in data-scarce regions: Insightful investigation for leveraging satellite-derived data, Informer architecture, and concurrent fine-tuning transfer learning

Integrated Quality Control Process for Hydrological Database: A Case Study of Daecheong Dam Basin in South Korea

Rehabilitation Priority Determination of Water Pipes Based on Hydraulic Importance

Hydro-Economic Water Allocation Model for Water Supply Risk Analysis: A Case Study of Namhan River Basin, South Korea

Application of multiple pressure management strategies in urban water distribution networks using sequential optimization

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