List of works - Alexander Y. Sun

A Frequency-domain Diagnosis Tool for Early Leakage Detection at Geologic Carbon Sequestration Sites

scientific article published in 2014

A Modified Evaporation Model Indicates That the Effects of Air Warming on Global Drying Trends Have Been Overestimated

scholarly article

A Physical Agricultural Drought Index Based on Root Zone Water Availability: Model Development and Application

scientific article published on 13 November 2020

A deep learning approach to anomaly detection in geological carbon sequestration sites using pressure measurements

scientific article published in June 2019

A graph neural network (GNN) approach to basin-scale river network learning: the role of physics-based connectivity and data fusion

scientific article published in 2022

A harmonic pulse testing method for leakage detection in deep subsurface storage formations

A laboratory validation study of the time-lapse oscillatory pumping test for leakage detection in geological repositories

scientific article published in May 2017

A learning-based data-driven forecast approach for predicting future reservoir performance

scholarly article

A new drought index that considers the joint effects of climate and land surface change

A robust approach for iterative contaminant source location and release history recovery

scientific article published on 04 August 2006

Assessing leakage detectability at geologic CO2 sequestration sites using the probabilistic collocation method

scientific article published in June 2013

Building complex event processing capability for intelligent environmental monitoring

scientific article published in June 2019

CONSID: a toolbox for contaminant source identification

scientific article published in July 2008

Cloud computing for integrated stochastic groundwater uncertainty analysis

scientific article published on 22 May 2012

Combining Physically Based Modeling and Deep Learning for Fusing GRACE Satellite Data: Can We Learn From Mismatch?

scholarly article by Alexander Y. Sun et al published 10 February 2019 in Water Resources Research

Comparison of Groundwater Storage Changes From GRACE Satellites With Monitoring and Modeling of Major U.S. Aquifers

scientific article published on 24 November 2020

Cost-optimal design of pressure-based monitoring networks for carbon sequestration projects, with consideration of geological uncertainty

scientific article published in April 2018

Decreasing spatial variability of drought in southwest China during 1959-2013

article

Detecting CO2 leakage around the wellbore by monitoring temperature profiles: A scoping analysis

scientific article published in August 2017

Development of multi-metamodels to support surface water quality management and decision making

article

Discovering State‐Parameter Mappings in Subsurface Models Using Generative Adversarial Networks

scientific article published on 20 October 2018

Drought and flood monitoring for a large karst plateau in Southwest China using extended GRACE data

article

Effects of climate and irrigation on GRACE-based estimates of water storage changes in major US aquifers

scholarly article

Enabling collaborative decision-making in watershed management using cloud-computing services

scientific article published in March 2013

Evaluation of carbon dioxide storage and miscible gas EOR in shale oil reservoirs

scientific article published in April 2019

Evaluation of high-resolution satellite rainfall products using rain gauge data over complex terrain in southwest China

article

Explore Spatio‐Temporal Learning of Large Sample Hydrology Using Graph Neural Networks

scientific article published in December 2021

GRACE satellite monitoring of large depletion in water storage in response to the 2011 drought in Texas

article

Global models underestimate large decadal declining and rising water storage trends relative to GRACE satellite data

scientific article published on 22 January 2018

Groundwater Contamination in Karst Terranes

scholarly article

Hierarchical Fractional Advection-Dispersion Equation (FADE) to Quantify Anomalous Transport in River Corridor over a Broad Spectrum of Scales: Theory and Applications

scientific article published on 6 April 2021

Identification of a Minimum Dataset for CO2-EOR Monitoring at Weyburn, Canada

scholarly article

Identification of a representative dataset for long-term monitoring at the Weyburn CO 2 -injection enhanced oil recovery site, Saskatchewan, Canada

article

Identifying attributes of CO 2 leakage zones in shallow aquifers using a parametric level set method

scientific article published on 4 January 2017

Inferring aquifer storage parameters using satellite and in situ measurements: Estimation under uncertainty

scholarly article

Inversion of Time‐Lapse Seismic Reservoir Monitoring Data Using CycleGAN: A Deep Learning‐Based Approach for Estimating Dynamic Reservoir Property Changes

scientific article

Is southwestern China experiencing more frequent precipitation extremes?

article

Karst catchments exhibited higher degradation stress from climate change than the non-karst catchments in southwest China: An ecohydrological perspective

article

Linkages between GRACE water storage, hydrologic extremes, and climate teleconnections in major African aquifers

scholarly article

Metamodeling-based approach for risk assessment and cost estimation: Application to geological carbon sequestration planning

scientific article published in April 2018

Model Calibration and Parameter Estimation

scientific article published in 2015

Monthly streamflow forecasting using Gaussian Process Regression

New drought index indicates that land surface changes might have enhanced drying tendencies over the Loess Plateau

scientific article published in June 2018

Normal or abnormal? Machine learning for the leakage detection in carbon sequestration projects using pressure field data

scientific article published in December 2020

Optimal carbon storage reservoir management through deep reinforcement learning

scientific article published in November 2020

Optimal design of pressure-based, leakage detection monitoring networks for geologic carbon sequestration repositories

scientific article published in November 2013

PACIFIC: shifting tides in the treatment of locally advanced non-small cell lung cancer

scientific article published on 01 September 2019

Patterns of precipitation and soil moisture extremes in Texas, US: A complex network analysis

Predicting CO2 Plume Migration in Heterogeneous Formations Using Conditional Deep Convolutional Generative Adversarial Network

scientific article published in July 2019

Predicting field production rates for waterflooding using a machine learning-based proxy model

scientific article published in November 2020

Predicting groundwater level changes using GRACE data

scientific article

Probabilistic prediction of hydrologic drought using a conditional probability approach based on the meta-Gaussian model

scientific article published in November 2016

Projected Landscape Impacts from Oil and Gas Development Scenarios in the Permian Basin, USA

scientific article published on 26 June 2020

Quantification of CO2 masses trapped through free convection process in isothermal brine saturated reservoir

scientific article published in August 2015

Reactive Transport Modeling of the Enhancement of Density-Driven CO2 Convective Mixing in Carbonate Aquifers and its Potential Implication on Geological Carbon Sequestration

scientific article (publication date: 20 April 2016)

Reactive transport in the complex heterogeneous alluvial aquifer of Fortymile Wash, Nevada.

scientific article published on 2 April 2017

Reconstructing annual groundwater storage changes in a large-scale irrigation region using GRACE data and Budyko model

article by Yin Tang et al published August 2017 in Journal of Hydrology

Reconstruction of GRACE Total Water Storage Through Automated Machine Learning

scientific article published in February 2021

Shale gas wastewater management under uncertainty.

scientific article

Simulating in-zone chemistry changes from injection time to longer periods of CO2 storage

scientific article published in October 2016

Spatial Downscaling of TRMM Precipitation Product Using a Combined Multifractal and Regression Approach: Demonstration for South China

article

Structural and hydrogeologic evolution of the Putumayo basin and adjacent fold-thrust belt, Colombia

Thermodynamics phase changes of nanopore fluids

Toward calibration of regional groundwater models using GRACE data

article by Alexander Y. Sun et al published February 2012 in Journal of Hydrology

Tracking Seasonal Fluctuations in Land Water Storage Using Global Models and GRACE Satellites

article by B. R. Scanlon et al published 16 May 2019 in Geophysical Research Letters

Two-Stage Fracturing Wastewater Management in Shale Gas Development

scientific article published in February 2017

Using GRACE Satellite Gravimetry for Assessing Large-Scale Hydrologic Extremes

scientific article published on 11 December 2017

Using pulse testing for leakage detection in carbon storage reservoirs: A field demonstration

scientific article published in March 2016

Utilization of multiobjective optimization for pulse testing dataset from a CO2-EOR/sequestration field

scientific article published in November 2018

Why do karst catchments exhibit higher sensitivity to climate change? Evidence from a modified Budyko model

scientific article published in December 2018

List of works by Alexander Y. Sun

A Frequency-domain Diagnosis Tool for Early Leakage Detection at Geologic Carbon Sequestration Sites

A Modified Evaporation Model Indicates That the Effects of Air Warming on Global Drying Trends Have Been Overestimated

A Physical Agricultural Drought Index Based on Root Zone Water Availability: Model Development and Application

A deep learning approach to anomaly detection in geological carbon sequestration sites using pressure measurements

A graph neural network (GNN) approach to basin-scale river network learning: the role of physics-based connectivity and data fusion

A harmonic pulse testing method for leakage detection in deep subsurface storage formations

A laboratory validation study of the time-lapse oscillatory pumping test for leakage detection in geological repositories

A learning-based data-driven forecast approach for predicting future reservoir performance

A new drought index that considers the joint effects of climate and land surface change

A robust approach for iterative contaminant source location and release history recovery

Assessing leakage detectability at geologic CO2 sequestration sites using the probabilistic collocation method

Building complex event processing capability for intelligent environmental monitoring

CONSID: a toolbox for contaminant source identification

Cloud computing for integrated stochastic groundwater uncertainty analysis

Combining Physically Based Modeling and Deep Learning for Fusing GRACE Satellite Data: Can We Learn From Mismatch?

Comparison of Groundwater Storage Changes From GRACE Satellites With Monitoring and Modeling of Major U.S. Aquifers

Cost-optimal design of pressure-based monitoring networks for carbon sequestration projects, with consideration of geological uncertainty

Decreasing spatial variability of drought in southwest China during 1959-2013

Detecting CO2 leakage around the wellbore by monitoring temperature profiles: A scoping analysis

Development of multi-metamodels to support surface water quality management and decision making

Discovering State‐Parameter Mappings in Subsurface Models Using Generative Adversarial Networks

Drought and flood monitoring for a large karst plateau in Southwest China using extended GRACE data

Effects of climate and irrigation on GRACE-based estimates of water storage changes in major US aquifers

Enabling collaborative decision-making in watershed management using cloud-computing services

Evaluation of carbon dioxide storage and miscible gas EOR in shale oil reservoirs

Evaluation of high-resolution satellite rainfall products using rain gauge data over complex terrain in southwest China

Explore Spatio‐Temporal Learning of Large Sample Hydrology Using Graph Neural Networks

GRACE satellite monitoring of large depletion in water storage in response to the 2011 drought in Texas

Global models underestimate large decadal declining and rising water storage trends relative to GRACE satellite data

Groundwater Contamination in Karst Terranes

Hierarchical Fractional Advection-Dispersion Equation (FADE) to Quantify Anomalous Transport in River Corridor over a Broad Spectrum of Scales: Theory and Applications

Identification of a Minimum Dataset for CO2-EOR Monitoring at Weyburn, Canada

Identification of a representative dataset for long-term monitoring at the Weyburn CO 2 -injection enhanced oil recovery site, Saskatchewan, Canada

Identifying attributes of CO 2 leakage zones in shallow aquifers using a parametric level set method

Inferring aquifer storage parameters using satellite and in situ measurements: Estimation under uncertainty

Inversion of Time‐Lapse Seismic Reservoir Monitoring Data Using CycleGAN: A Deep Learning‐Based Approach for Estimating Dynamic Reservoir Property Changes

Is southwestern China experiencing more frequent precipitation extremes?

Karst catchments exhibited higher degradation stress from climate change than the non-karst catchments in southwest China: An ecohydrological perspective

Linkages between GRACE water storage, hydrologic extremes, and climate teleconnections in major African aquifers

Metamodeling-based approach for risk assessment and cost estimation: Application to geological carbon sequestration planning

Model Calibration and Parameter Estimation

Monthly streamflow forecasting using Gaussian Process Regression

New drought index indicates that land surface changes might have enhanced drying tendencies over the Loess Plateau

Normal or abnormal? Machine learning for the leakage detection in carbon sequestration projects using pressure field data

Optimal carbon storage reservoir management through deep reinforcement learning

Optimal design of pressure-based, leakage detection monitoring networks for geologic carbon sequestration repositories

PACIFIC: shifting tides in the treatment of locally advanced non-small cell lung cancer

Patterns of precipitation and soil moisture extremes in Texas, US: A complex network analysis

Predicting CO2 Plume Migration in Heterogeneous Formations Using Conditional Deep Convolutional Generative Adversarial Network

Predicting field production rates for waterflooding using a machine learning-based proxy model

Predicting groundwater level changes using GRACE data

Probabilistic prediction of hydrologic drought using a conditional probability approach based on the meta-Gaussian model

Projected Landscape Impacts from Oil and Gas Development Scenarios in the Permian Basin, USA

Quantification of CO2 masses trapped through free convection process in isothermal brine saturated reservoir

Reactive Transport Modeling of the Enhancement of Density-Driven CO2 Convective Mixing in Carbonate Aquifers and its Potential Implication on Geological Carbon Sequestration

Reactive transport in the complex heterogeneous alluvial aquifer of Fortymile Wash, Nevada.

Reconstructing annual groundwater storage changes in a large-scale irrigation region using GRACE data and Budyko model

Reconstruction of GRACE Total Water Storage Through Automated Machine Learning

Shale gas wastewater management under uncertainty.

Simulating in-zone chemistry changes from injection time to longer periods of CO2 storage

Spatial Downscaling of TRMM Precipitation Product Using a Combined Multifractal and Regression Approach: Demonstration for South China

Structural and hydrogeologic evolution of the Putumayo basin and adjacent fold-thrust belt, Colombia

Thermodynamics phase changes of nanopore fluids

Toward calibration of regional groundwater models using GRACE data

Tracking Seasonal Fluctuations in Land Water Storage Using Global Models and GRACE Satellites

Two-Stage Fracturing Wastewater Management in Shale Gas Development

Using GRACE Satellite Gravimetry for Assessing Large-Scale Hydrologic Extremes

Using pulse testing for leakage detection in carbon storage reservoirs: A field demonstration

Utilization of multiobjective optimization for pulse testing dataset from a CO2-EOR/sequestration field

Why do karst catchments exhibit higher sensitivity to climate change? Evidence from a modified Budyko model