H. Wainwright

发表

Emerging technologies and radical collaboration to advance predictive understanding of watershed hydrobiogeochemistry

S. Hubbard, Yuxin Wu, C. Varadharajan, 2020, Hydrological Processes.

Satellite-derived foresummer drought sensitivity of plant productivity in Rocky Mountain headwater catchments: spatial heterogeneity and geological-geomorphological control

James B. Brown, K. Williams, B. Enquist, 2020, Environmental Research Letters.

Extrapolating active layer thickness measurements across Arctic polygonal terrain using LiDAR and NDVI data sets

Chandana Gangodagamage, Baptiste Dafflon, Craig Ulrich, 2014, Water resources research.

Comparison of Electrostatic and Non‐Electrostatic Models for U(VI) Sorption on Aquifer Sediments

N. Spycher, H. Wainwright, J. Davis, 2018, Ground water.

The East River, Colorado, Watershed: A Mountainous Community Testbed for Improving Predictive Understanding of Multiscale Hydrological–Biogeochemical Dynamics

J. Banfield, S. Hubbard, R. Maxwell, 2018 .

Hierarchical Bayesian method for mapping biogeochemical hot spots using induced polarization imaging

Susan S. Hubbard, Kenneth H. Williams, Jinsong Chen, 2016 .

Lawrence Berkeley National Laboratory Recent Work Title Hierarchical Bayesian method for mapping biogeochemical hot spots using induced polarization imaging Permalink

K. Williams, Jinsong Chen, S. Hubbard, 2016 .

Reactive transport modeling for supporting climate resilience at groundwater contamination sites

J. Moulton, S. Molins, K. Lipnikov, 2022, Hydrology and Earth System Sciences.

Effects of the distribution and evolution of the coefficient of friction along a fault on the assessment of the seismic activity associated with a hypothetical industrial-scale geologic CO2 sequestration operation

J. Rutqvist, H. Wainwright, J. Birkholzer, 2017 .

Lawrence Berkeley National Laboratory Recent Work Title Effects of in situ stress measurement uncertainties on assessment of predicted seismic activity and risk associated with a hypothetical industrial-scale geologic CO 2 sequestration operation

J. Rutqvist, H. Wainwright, J. Birkholzer, 2016 .

Investigating Microtopographic and Soil Controls on a Mountainous Meadow Plant Community Using High‐Resolution Remote Sensing and Surface Geophysical Data

K. Williams, S. Hubbard, J. Peterson, 2019, Journal of Geophysical Research: Biogeosciences.

From Patch to Catchment: A Statistical Framework to Identify and Map Soil Moisture Patterns Across Complex Alpine Terrain

N. Molotch, H. Wainwright, N. Falco, 2020, Frontiers in Water.

Characterizing regional-scale temporal evolution of air dose rates after the Fukushima Daiichi Nuclear Power Plant accident.

H. Wainwright, Kimiaki Saito, A. Seki, 2018, Journal of environmental radioactivity.

Three‐Dimensional Surface Downwelling Longwave Radiation Clear‐Sky Effects in the Upper Colorado River Basin

P. Dennedy-Frank, J. Chen, H. Wainwright, 2022, Geophysical Research Letters.

Understanding and Predicting Vadose Zone Processes

B. Faybishenko, H. Wainwright, D. Dwivedi, 2019, Reviews in Mineralogy and Geochemistry.

Lawrence Berkeley National Laboratory Recent Work Title Understanding and Predicting Vadose Zone Processes Permalink

B. Faybishenko, H. Wainwright, D. Dwivedi, 2019 .

Sustainable Remediation in Complex Geologic Systems

S. Hubbard, K. Lipnikov, H. Wainwright, 2018, Encyclopedia of Inorganic and Bioinorganic Chemistry.

Water Table Dynamics and Biogeochemical Cycling in a Shallow, Variably-Saturated Floodplain.

K. Williams, Yilin Fang, C. Steefel, 2017, Environmental science & technology.

Lawrence Berkeley National Laboratory Recent Work Title Water Table Dynamics and Biogeochemical Cycling in a Shallow , Variably-Saturated Floodplain Permalink

Eoin L. Brodie, K. Williams, Yilin Fang, 2017 .

Evaluating temporal controls on greenhouse gas (GHG) fluxes in an Arctic tundra environment: An entropy-based approach.

S. Hubbard, M. Torn, H. Wainwright, 2019, The Science of the total environment.

Use of Science-Based Prediction to Characterize Reservoir Behavior as a Function of Injection Characteristics, Geological Variables, and Time

Benjamin M. Statler, T. Richard, H. Wainwright, 2014 .

Watershed zonation approach for tractably quantifying above-and-belowground watershed heterogeneity and functions

Eric R. Woodburn, K. Williams, S. Hubbard, 2021 .

Lawrence Berkeley National Laboratory Recent Work Title Comparison of Electrostatic and Non-Electrostatic Models for U ( VI ) Sorption on Aquifer Sediments Permalink

N. Spycher, H. Wainwright, J. Davis, 2018 .

Impacts of microtopographic snow redistribution and lateral subsurface processes on hydrologic and thermal states in an Arctic polygonal ground ecosystem: a case study using ELM-3D v1.0

W. Riley, V. Romanovsky, H. Wainwright, 2018 .

Community Data Mining Approach for Surface Complexation Database Development.

H. Wainwright, F. Bok, V. Brendler, 2022, Environmental science & technology.

Climate change impact on residual contaminants under sustainable remediation.

F. D. de Barros, K. Lipnikov, B. Faybishenko, 2019, Journal of contaminant hydrology.

Resilient remediation: Addressing extreme weather and climate change, creating community value

F. Coulon, L. Hansen, H. Wainwright, 2018, Remediation Journal.

In Situ Monitoring of Groundwater Contamination Using the Kalman Filter.

B. Faybishenko, H. Wainwright, M. Denham, 2018, Environmental science & technology.

Observational Capabilities to Capture Water Cycle Event Dynamics and Impacts in the Age of AI

Taylor L. Groves, G. Pastorello, Yuxin Wu, 2021 .

Integrating airborne remote sensing and field campaigns for ecology and Earth system science

Eoin L. Brodie, K. Williams, P. Brodrick, 2020, Methods in Ecology and Evolution.

Effects of in situ stress measurement uncertainties on assessment of predicted seismic activity and risk associated with a hypothetical industrial-scale geologic CO2 sequestration operation

J. Rutqvist, H. Wainwright, J. Birkholzer, 2016 .

Improving Long-term Monitoring of Contaminated Groundwater at Sites where Attenuation-based Remedies are Deployed

J. Ajo-Franklin, H. Wainwright, B. Dafflon, 2020, Environmental Management.

Meanders as a scaling motif for understanding of floodplain soil microbiome and biogeochemical potential at the watershed scale

Alex D. Thomas, K. Williams, J. Banfield, 2020, bioRxiv.

Hybrid data-model-based mapping of soil thickness in a mountainous watershed

S. Hubbard, C. Steefel, H. Wainwright, 2021 .

LiDAR collection in August 2015 over the East River Watershed, Colorado, USA

K. Williams, H. Wainwright, 2017 .

Integrated imaging of above and below ground properties and their interactions: A case study in East River Watershed, Colorado

K. Williams, S. Hubbard, J. Peterson, 2018 .

Optimizing long-term monitoring of radiation air-dose rates after the Fukushima Daiichi Nuclear Power Plant.

C. Oroza, H. Wainwright, Kimiaki Saito, 2019, Journal of environmental radioactivity.

Mathematical Modelling of Arctic Polygonal Tundra with Ecosys: 1. Microtopography Determines How Active Layer Depths Respond to Changes in Temperature and Precipitation

R. Grant, M. Torn, W. Riley, 2017 .

P. Dennedy-Frank, H. Wainwright, E. Siirila‐Woodburn, 2022, Hydrology and Earth System Sciences.

Quantifying Temperature Effects on Snow, Plant and Streamflow Dynamics in Headwater Catchments

K. Williams, B. Enquist, S. Hubbard, 2017 .

Critical Zone Co-dynamics: Quantifying Interactions between Subsurface, Land Surface, and Vegetation Properties Using UAV and Geophysical Approaches

Eoin L. Brodie, K. Williams, S. Hubbard, 2017 .

Increased Arctic NO3− Availability as a Hydrogeomorphic Consequence of Permafrost Degradation and Landscape Drying

Jitendra Kumar, S. Wullschleger, H. Wainwright, 2022, Nitrogen.

Near‐Surface Hydrology and Soil Properties Drive Heterogeneity in Permafrost Distribution, Vegetation Dynamics, and Carbon Cycling in a Sub‐Arctic Watershed

S. Hubbard, R. Grant, W. Riley, 2022, Journal of Geophysical Research: Biogeosciences.

I: Microtopography Determines How Active Layer Depths Respond to Changes in Temperature and Precipitation at an Arctic Polygonal Tundra Site: Mathematical Modelling with Ecosys

R. Grant, M. Torn, W. Riley, 2017 .

Lawrence Berkeley National Laboratory Recent Work Title Mathematical Modelling of Arctic Polygonal Tundra with Ecosys : 1 . Microtopography Determines How Active Layer Depths Respond to Changes in Temperature and Precipitation Permalink

R. Grant, M. Torn, W. Riley, 2018 .

Downhole pressure and chemical monitoring for CO2 and brine leak detection in aquifers above a CO2 storage reservoir

S. Carroll, H. Wainwright, Xianjin Yang, 2019 .

Multi-scale Digital Twin: Developing a fast and physics-informed surrogate model for groundwater contamination with uncertain climate models

Alexander Lavin, H. Wainwright, Milad Memarzadeh, 2022, ArXiv.

Data-informed Emulators for Multi-Physics Simulations

Daniel M. Tartakovsky, Hannah Lu, Liange Zheng, 2020, Journal of Machine Learning for Modeling and Computing.

Global Sensitivity Analysis for U(VI) Transport for Integrating Coupled THC Models into PA Model

Liange Zheng, I. Shirley, H. Wainwright, 2021 .

Identifying key controls on the behavior of an acidic-U(VI) plume in the Savannah River Site using reactive transport modeling.

Boris Faybishenko, Nicolas Spycher, Haruko Wainwright, 2013, Journal of contaminant hydrology.

A New Paradigm for Long Term Monitoring at the F-Area Seepage Basins, Savannah River Site

H. Wainwright, M. Denham, C. Eddy-Dilek, 2019 .

Field and Virtual Testbeds for Cost-effective Sustainable Remediation Enhanced Attenuation and Long-Term Monitoring

J. Ajo-Franklin, B. Faybishenko, Baptiste, 2017 .

Effective Long-term Monitoring Strategies by Integrating Reactive Transport Models with In situ Geochemical Measurements – 16212

Bhavna, S. Molins, C. Gable, 2016 .

Using ASCEM Modeling and Visualization to Inform Stakeholders of Contaminant Plume Evolution and Remediation Efficacy at F-Basin Savannah River, SC – 15156

S. Hubbard, Harinarayan Krishnan, S. Molins, 2015 .

Machine-Learning Functional Zonation Approach for Characterizing Terrestrial-Aquatic Interfaces: Application to Lake Erie

James B. Brown, M. Schmutz, J. Ladau, 2022, Remote. Sens..

Rapid assimilation and analysis of a suit of remote sensing data for predicting extreme events and their impact on ecological-human systems

E. Anagnostou, B. Enquist, H. Wainwright, 2021 .

Making sense of global sensitivity analyses

Stefan Finsterle, Jens T. Birkholzer, Haruko M. Wainwright, 2014, Comput. Geosci..

Modeling the performance of large-scale CO2 storage systems: A comparison of different sensitivity analysis methods

Stefan Finsterle, Jens T. Birkholzer, Haruko M. Wainwright, 2012 .

The impact of environmental mycobiomes on geographic variation in COVID-19 mortality

Eoin L. Brodie, I. Bansal, J. Ladau, 2021, medRxiv.

Estimating area-level variation in SARS-CoV-2 infection fatality ratios

Eoin L. Brodie, I. Bansal, J. Ladau, 2021, medRxiv.

Simulation Intelligence: Towards a New Generation of Scientific Methods pdf

Hector Zenil, Manuela Veloso, Atilim Gunecs Baydin, 2021, ArXiv.

Learning from learning machines: a new generation of AI technology to meet the needs of science pdf

Peter J. Bickel, Kristofer E. Bouchard, Prabhat, 2021, ArXiv.

Reduced order modeling in iTOUGH2

George Shu Heng Pau, Stefan Finsterle, Jens T. Birkholzer, 2014, Comput. Geosci..

Resilient Design in Nuclear Energy: Critical Lessons from a Cross-Disciplinary Review of the Fukushima Dai-ichi Nuclear Accident

H. Wainwright, G. Sansavini, Kimiaki Saito, 2023, 2303.08868.

A multiscale Bayesian data integration approach for mapping air dose rates around the Fukushima Daiichi Nuclear Power Plant.

Jinsong Chen, Kimiaki Saito, Akiyuki Seki, 2017, Journal of environmental radioactivity.

Spatial and temporal prediction of radiation dose rates near Fukushima Daiichi Nuclear Power Plant.

H. Wainwright, Kimiaki Saito, A. Seki, 2022, Journal of environmental radioactivity.

Remining and Restoring Abandoned US Mining Sites: The Case for Materials Needed for Zero-Carbon Transition

H. Wainwright, J. Vujic, J. Bae, 2022 .

Mapping snow depth within a tundra ecosystem using multiscale observations and Bayesian methods

Susan S. Hubbard, Haruko M. Wainwright, John E. Peterson, 2016 .

From legacy contamination to watershed systems science: a review of scientific insights and technologies developed through DOE-supported research in water and energy security

K. Williams, Timothy Scheibe, S. Brooks, 2022, Environmental Research Letters.

Hysteresis Patterns of Watershed Nitrogen Retention and Loss Over the Past 50 years in United States Hydrological Basins

K. Williams, S. Hubbard, C. Steefel, 2021, Global Biogeochemical Cycles.

Geophysical estimation of shallow permafrost distribution and properties in an ice-wedge polygon-dominated Arctic tundra region

Susan S. Hubbard, Timothy J. Kneafsey, Haruko M. Wainwright, 2016 .

Identifying multiscale zonation and assessing the relative importance of polygon geomorphology on carbon fluxes in an Arctic tundra ecosystem

Susan S. Hubbard, Haruko M. Wainwright, John E. Peterson, 2015 .

iTOUGH2: A multiphysics simulation-optimization framework for analyzing subsurface systems

George Shu Heng Pau, Stefan Finsterle, Y. Zhang, 2017, Comput. Geosci..

Bayesian hierarchical approach and geophysical data sets for estimation of reactive facies over plume scales

Susan S. Hubbard, Jinsong Chen, Haruko M. Wainwright, 2014 .

Quantifying and relating land-surface and subsurface variability in permafrost environments using LiDAR and surface geophysical datasets

Susan S. Hubbard, Craig E. Tweedie, Haruko M. Wainwright, 2012, Hydrogeology Journal.

Influence of soil heterogeneity on soybean plant development and crop yield evaluated using time-series of UAV and ground-based geophysical imagery

James B. Brown, Richard G. Ham, S. Hubbard, 2021, Scientific Reports.

Digital Twin Earth -- Coasts: Developing a fast and physics-informed surrogate model for coastal floods via neural operators

Alexander Lavin, Helga Jordão, H. Wainwright, 2021, 2110.07100.

Remote Sensing-Informed Zonation for Understanding Snow, Plant and Soil Moisture Dynamics within a Mountain Ecosystem

Eve-Lyn S. Hinckley, Baptiste Dafflon, Haruko Wainwright, 2020, Remote. Sens..

PyLEnM: A Machine Learning Framework for Long-Term Groundwater Contamination Monitoring Strategies

Leonel E. Lagos, Masudur R. Siddiquee, H. Wainwright, 2022, Environmental science & technology.

Probabilistic Evaluation of Geoscientific Hypotheses With Geophysical Data: Application to Electrical Resistivity Imaging of a Fractured Bedrock Zone

T. Mukerji, H. Wainwright, S. Uhlemann, 2021 .

A hybrid data–model approach to map soil thickness in mountain hillslopes

S. Hubbard, C. Steefel, H. Wainwright, 2021, Earth Surface Dynamics.

Hybrid data-model-based mapping of soil thickness in mountainous hillslopes

S. Hubbard, C. Steefel, H. Wainwright, 2021 .

Watershed zonation through hillslope clustering for tractably quantifying above- and below-ground watershed heterogeneity and functions

K. Williams, S. Hubbard, B. Minsley, 2022, Hydrology and Earth System Sciences.

Surface parameters and bedrock properties covary across a mountainous watershed: Insights from machine learning and geophysics

K. Williams, B. Minsley, H. Wainwright, 2022, Science advances.

Automated Cloud Based Long Short-Term Memory Neural Network Based SWE Prediction

Roelof Versteeg, Anastasia Rodzianko, Doug Johnson, 2020, Frontiers in Water.

Estimating active layer, ice-wedge and permafrost property distributions in Arctic ecosystem using electrical conductivity imaging

S. Hubbard, J. Peterson, Yuxin Wu, 2013 .

Estimation of Evapotranspiration Rates and Root Water Uptake Profiles From Soil Moisture Sensor Array Data

D. Tartakovsky, R. Versteeg, Weiyu Li, 2021, Water Resources Research.

A chemistry-informed hybrid machine learning approach to predict metal adsorption onto mineral surfaces

H. Wainwright, M. Zavarin, E. Chang, 2023, Applied Geochemistry.

Artificial Intelligence for Earth System Predictability (AI4ESP) Workshop Report

N. Hickmon, C. Varadharajan, H. Wainwright, 2022 .

Hysteresis Patterns of Watershed Nitrogen Retention and Loss Over the Past 50 years in United States Hydrological Basins

K. Williams, S. Hubbard, C. Steefel, 2020, Global Biogeochemical Cycles.

Remote Sensing to Uav-Based Digital Farmland

Susan S. Hubbard, Nicola Falco, Baptiste Dafflon, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

A Subseasonal Regime Approach for Assessing Intra-annual Variability of Evapotranspiration and Application to the Upper Colorado River Basin

S. Hubbard, A. Tran, H. Wainwright, 2022, Frontiers in Water.

Diverging climate response of corn yield and carbon use efficiency across the U.S.

H. Wainwright, N. Falco, Shuo Yu, 2023, Environmental Research Letters.

Global Sensitivity and Data-Worth Analyses in iTOUGH2:

Stefan Finsterle, Haruko M. Wainwright, S. Finsterle, 2016 .

Global Sensitivity Analysis for U(VI) Transport for Integrating Coupled Thermal–Hydrological–Chemical Processes Models Into Performance Assessment Model

Liange Zheng, I. Shirley, H. Wainwright, 2022, Journal of Nuclear Engineering and Radiation Science.

Advanced monitoring of soil-vegetation co-dynamics reveals the successive controls of snowmelt on soil moisture and on plant seasonal dynamics in a mountainous watershed

S. Hubbard, H. Wainwright, B. Dafflon, 2023, Frontiers in Earth Science.

A Tale of Two Catchments: Causality Analysis and Isotope Systematics Reveal Mountainous Watershed Traits That Regulate the Retention and Release of Nitrogen

Eoin L. Brodie, J. Wan, M. Newcomer, 2024, Journal of Geophysical Research: Biogeosciences.

Model and remote-sensing-guided experimental design and hypothesis generation for monitoring snow-soil–plant interactions

H. Wainwright, B. Dafflon, E. Siirila‐Woodburn, 2024, Frontiers in Water.