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A Transdisciplinary Review of Deep Learning Research and Its Relevance for Water Resources Scientists

Water resources research, 2018-11, Vol.54 (11)

Shen, Chaopeng

2018

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Tracking the sources and fate of nitrate pollution by combining hydrochemical and isotopic data with a statistical approach

Hydrogeology journal, 2023-08, Vol.31 (5), p.1271-1289

2023

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Aridification of Colorado River Basin's Snowpack Regions Has Driven Water Losses Despite Ameliorating Effects of Vegetation

Water resources research, 2023-07, Vol.59 (7)

2023

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Environmental Life Cycle Assessment of small water resource recovery facilities: Comparison of mechanical and lagoon systems

Water research (Oxford), 2022-02, Vol.215 (C)

2022

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A Structure Function Model Recovers the Many Formulations for Air-Water Gas Transfer Velocity: Air-Water Gas Transfer

Water resources research, 2018-08, Vol.54 (9)

2018

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Automated Symbolic Upscaling: 1. Model Generation for Extended Applicability Regimes

Water resources research, 2023-07, Vol.59 (7)

2023

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Automated Symbolic Upscaling: 2. Model Generation for Extended Applicability Regimes

Water resources research, 2023-07, Vol.59 (7)

2023

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Testing Hidden Assumptions of Representativeness in Reach‐Scale Studies of Hyporheic Exchange

Water resources research, 2023-01, Vol.59 (1)

2023

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Method of Distributions for Two‐Phase Flow in Heterogeneous Porous Media

Water resources research, 2022-12, Vol.58 (12)

2022

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Reconstructing Sediment Transport by Migrating Bedforms in the Physical and Spectral Domains

Water resources research, 2022-07, Vol.58 (7)

2022

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Breaking the Window of Detection: Using Multi‐Scale Solute Tracer Studies to Assess Mass Recovery at the Detection Limit

Water resources research, 2023-03, Vol.59 (3)

2023

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Three-Dimensional Permeability Inversion Using Convolutional Neural Networks and Positron Emission Tomography

Water resources research, 2022-03, Vol.58 (3)

2022

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Differentiable, Learnable, Regionalized Process‐Based Models With Multiphysical Outputs can Approach State‐Of‐The‐Art Hydrologic Prediction Accuracy

Water resources research, 2022-10, Vol.58 (10)

2022

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Mainstream nitrogen removal from low temperature and low ammonium strength municipal wastewater using hydrogel-encapsulated comammox and anammox

Water research (Oxford), 2023-08, Vol.242 (C)

2023

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Porosity-Permeability Evolution During Simultaneous Mineral Dissolution and Precipitation

Water resources research, 2021-06, Vol.57 (6)

2021

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Relative Permeability Scaling From Pore-Scale Flow Regimes

Water resources research, 2019-03, Vol.55 (4)

2019

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Influences on Discharge Partitioning on a Large River Delta: Case Study of the Mississippi-Atchafalaya Diversion, 1926-1950

Water resources research, 2021-05, Vol.57 (5)

2021

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Potential Chemical Impacts of Subsurface CO 2 : An Integrated Experimental and Numerical Assessment for a Case Study of the Ogallala Aquifer

Water resources research, 2021-05, Vol.57 (5)

2021

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Enhancing Streamflow Forecast and Extracting Insights Using Long-Short Term Memory Networks With Data Integration at Continental Scales

Water resources research, 2020-06, Vol.56 (9)

2020

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Hyporheic Exchange Driven by Submerged Rigid Vegetation: A Modeling Study

Water resources research, 2021-05, Vol.57 (6)

2021

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Dynamic load shifting for the abatement of GHG emissions, power demand, energy use, and costs in metropolitan hybrid wastewater treatment systems

Water research (Oxford), 2021-07, Vol.200 (C)

2021

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Evaluation of Methods for Causal Discovery in Hydrometeorological Systems

Water resources research, 2020-05, Vol.56 (7)

2020

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Bayesian Poroelastic Aquifer Characterization From InSAR Surface Deformation Data. Part I: Maximum A Posteriori Estimate

Water resources research, 2020-07, Vol.56 (10)

2020

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Characterizing Physical Properties of Streambed Interface Sediments Using In Situ Complex Electrical Conductivity Measurements

Water resources research, 2020-12, Vol.57 (2)

2020

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Sustained nitrogen loss in a symbiotic association of Comammox Nitrospira and Anammox bacteria

Water research (Oxford), 2021-09, Vol.202 (C)

2021

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A Transdisciplinary Review of Deep Learning Research and Its Relevance for Water Resources Scientists

Tracking the sources and fate of nitrate pollution by combining hydrochemical and isotopic data with a statistical approach

Aridification of Colorado River Basin's Snowpack Regions Has Driven Water Losses Despite Ameliorating Effects of Vegetation

Environmental Life Cycle Assessment of small water resource recovery facilities: Comparison of mechanical and lagoon systems

A Structure Function Model Recovers the Many Formulations for Air-Water Gas Transfer Velocity: Air-Water Gas Transfer

Automated Symbolic Upscaling: 1. Model Generation for Extended Applicability Regimes

Automated Symbolic Upscaling: 2. Model Generation for Extended Applicability Regimes

Testing Hidden Assumptions of Representativeness in Reach‐Scale Studies of Hyporheic Exchange

Method of Distributions for Two‐Phase Flow in Heterogeneous Porous Media

Reconstructing Sediment Transport by Migrating Bedforms in the Physical and Spectral Domains

Breaking the Window of Detection: Using Multi‐Scale Solute Tracer Studies to Assess Mass Recovery at the Detection Limit

Three-Dimensional Permeability Inversion Using Convolutional Neural Networks and Positron Emission Tomography

Differentiable, Learnable, Regionalized Process‐Based Models With Multiphysical Outputs can Approach State‐Of‐The‐Art Hydrologic Prediction Accuracy

Mainstream nitrogen removal from low temperature and low ammonium strength municipal wastewater using hydrogel-encapsulated comammox and anammox

Porosity-Permeability Evolution During Simultaneous Mineral Dissolution and Precipitation

Relative Permeability Scaling From Pore-Scale Flow Regimes

Influences on Discharge Partitioning on a Large River Delta: Case Study of the Mississippi-Atchafalaya Diversion, 1926-1950

Potential Chemical Impacts of Subsurface CO 2 : An Integrated Experimental and Numerical Assessment for a Case Study of the Ogallala Aquifer

Enhancing Streamflow Forecast and Extracting Insights Using Long-Short Term Memory Networks With Data Integration at Continental Scales

Hyporheic Exchange Driven by Submerged Rigid Vegetation: A Modeling Study

Dynamic load shifting for the abatement of GHG emissions, power demand, energy use, and costs in metropolitan hybrid wastewater treatment systems

Evaluation of Methods for Causal Discovery in Hydrometeorological Systems

Bayesian Poroelastic Aquifer Characterization From InSAR Surface Deformation Data. Part I: Maximum A Posteriori Estimate

Characterizing Physical Properties of Streambed Interface Sediments Using In Situ Complex Electrical Conductivity Measurements

Sustained nitrogen loss in a symbiotic association of Comammox Nitrospira and Anammox bacteria

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