4.5 Article

The effects of physical and geochemical heterogeneities on hydro-geochemical transport and effective reaction rates

Journal

JOURNAL OF CONTAMINANT HYDROLOGY
Volume 165, Issue -, Pages 53-64

Publisher

ELSEVIER SCIENCE BV
DOI: 10.1016/j.jconhyd.2014.07.008

Keywords

Hydro-geochemical transport; Physical and geochemical heterogeneities; Effective reaction rate

Funding

  1. US Environmental Protection Agency's Science
  2. US Environmental Protection Agency's STAR program [RD-83438701-0]

Ask authors/readers for more resources

The role of coupled physical and geochemical heterogeneities in hydro-geochemical transport is investigated by simulating three-dimensional transport in a heterogeneous system with kinetic mineral reactions. Ensembles of 100 physically heterogeneous realizations were simulated for three geochemical conditions: 1) spatially homogeneous reactive mineral surface area, 2) reactive surface area positively correlated to hydraulic heterogeneity, and 3) reactive surface area negatively correlated to hydraulic heterogeneity. Groundwater chemistry and the corresponding effective reaction rates were calculated at three transverse planes to quantify differences in plume evolution due to heterogeneity in mineral reaction rates and solute residence time (T). The model is based on a hypothetical CO2 intrusion into groundwater from a carbon capture utilization and storage (CCUS) operation where CO2 dissolution and formation of carbonic acid created geochemical dis-equilibrium between fluids and the mineral galena that resulted in increased aqueous lead (Pb2+) concentrations. Calcite dissolution buffered the pH change and created conditions of galena oversaturation, which then reduced lead concentrations along the flow path. Near the leak kinetic geochemical reactions control the release of solutes into the fluid, but further along the flow path mineral solubility controls solute concentrations. Simulation results demonstrate the impact of heterogeneous distribution of geochemical reactive surface area in coordination with physical heterogeneity on the effective reaction rate (K-rxn,K-eff) and Pb2+ concentrations within the plume. Dissimilarities between ensemble Pb2+ concentration and K-rxn,K-eff are attributed to how geochemical heterogeneity affects the time (T-eq) and therefore advection distance (L-eq) required for the system to re-establish geochemical equilibrium. Only after geochemical equilibrium is re-established, K-rxn,K-eff and Pb2+ concentrations are the same for all three geochemical conditions. Correlation between reactive surface area and hydraulic conductivity, either positive or negative, results in variation in T-eq and L-eq. Published by Elsevier B.V.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.5
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

Article Water Resources

Unravelling groundwater contributions to evapotranspiration and constraining water fluxes in a high-elevation catchment

Anna C. Ryken, David Gochis, Reed M. Maxwell

Summary: Despite the complexity of high-elevation catchments, this study successfully estimated water and energy fluxes and examined the role of groundwater in the water balance. The results demonstrate the significance of groundwater-fed ET in the overall water budget.

HYDROLOGICAL PROCESSES (2022)

Article Multidisciplinary Sciences

A hydrological simulation dataset of the Upper Colorado River Basin from 1983 to 2019

Hoang Tran, Jun Zhang, Mary Michael O'Neill, Anna Ryken, Laura E. Condon, Reed M. Maxwell

Summary: This article presents a hydrological reconstruction of the Upper Colorado River Basin using hourly temporal resolution and 1-km spatial resolution from October 1982 to September 2019. The validated dataset includes various hydrologic variables such as streamflow, water table depth, snow water equivalent (SWE), and evapotranspiration (ET). These datasets provide a long-term simulation of natural flow for one of the most over-allocated basins in the world.

SCIENTIFIC DATA (2022)

Article Psychology, Clinical

Dissociation and Dissociative Disorders Reconsidered: Beyond Sociocognitive and Trauma Models Toward a Transtheoretical Framework

Steven Jay Lynn, Craig Polizzi, Harald Merckelbach, Chui-De Chiu, Reed Maxwell, Dalena van Heugten, Scott O. Lilienfeld

Summary: This article discusses the shortcomings of two models regarding dissociation and dissociative disorders and proposes a more comprehensive transdiagnostic and transtheoretical perspective that considers multiple interactive variables. The authors provide an overview of the field of dissociation, summarize key research supporting their framework, and identify empirical pathways for future research.

ANNUAL REVIEW OF CLINICAL PSYCHOLOGY (2022)

Article Water Resources

Variability in observed stable water isotopes in snowpack across a mountainous watershed in Colorado

Rosemary W. H. Carroll, Jeffery Deems, Reed Maxwell, Matthias Sprenger, Wendy Brown, Alexander Newman, Curtis Beutler, Markus Bill, Susan S. Hubbard, Kenneth H. Williams

Summary: Isotopic information from 81 snowpits in a large Colorado watershed was analyzed to understand the variability of snowpack and snowmelt. The study found that snowfall isotopic inputs and aspect were the primary factors affecting snowpack variability, while sublimation increased at lower elevations and during periods of high temperature and solar radiation. Additionally, post-depositional fractionation and isotopic homogenization were observed in the snowpack, with snowmelt becoming isotopically enriched over time.

HYDROLOGICAL PROCESSES (2022)

Article Computer Science, Interdisciplinary Applications

Accelerating the Lagrangian simulation of water ages on distributed, multi-GPU platforms: The importance of dynamic load balancing

Chen Yang, Reed M. Maxwell, Richard Valent

Summary: This paper presents a parallel approach for particle tracking simulations using multiple GPUs and MPI parallelism. Load balancing schemes are proposed to dynamically balance the distribution of particles, improving parallel scaling. The research demonstrates the practical importance of load balancing in achieving large-scale simulations.

COMPUTERS & GEOSCIENCES (2022)

Article Geosciences, Multidisciplinary

Modeling Snow Dynamics and Stable Water Isotopes Across Mountain Landscapes

Rosemary W. H. Carroll, Jeffrey Deems, Matthias Sprenger, Reed Maxwell, Wendy Brown, Alexander Newman, Curtis Beutler, Kenneth H. Williams

Summary: A hydrologic and snowpack stable water isotope model is used to assess the controls on isotopic inputs in a mountainous basin. The study finds that the most depleted isotopic conditions occur in the upper subalpine where snow accumulation is high and rainfall is low. The isotopic inputs in meltwater are determined by the amount, phase, and isotopic mass of precipitation during the ablation period. Evaporative loss from the snowpack has the greatest effect on d-excess in snowmelt above treeline and in regions with low vegetation shading.

GEOPHYSICAL RESEARCH LETTERS (2022)

Article Meteorology & Atmospheric Sciences

Accelerating the Lagrangian Particle Tracking in Hydrologic Modeling to Continental-Scale

Chen Yang, Carl Ponder, Bei Wang, Hoang Tran, Jun Zhang, Jackson Swilley, Laura Condon, Reed Maxwell

Summary: Unprecedented climate change and anthropogenic activities have led to increasing ecohydrological problems, prompting the development of large-scale hydrologic modeling for solutions. However, scientific progress in tracking water parcels at large-scale with high spatiotemporal resolutions is lacking due to the absence of powerful modeling tools. In this study, a parallel framework for the particle tracking model EcoSLIM is demonstrated, showing significant speedup and excellent parallel performance. This parallel framework can be applied to other particle tracking models and is a promising tool for accelerating our understanding of the terrestrial water cycle and upscaling subsurface hydrology to Earth System Models.

JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS (2023)

Article Geosciences, Multidisciplinary

Water Table Depth Estimates over the Contiguous United States Using a Random Forest Model

Yueling Ma, Elena Leonarduzzi, Amy Defnet, Peter Melchior, Laura E. Condon, Reed M. Maxwell

Summary: This study develops a purely data-driven approach to estimate water table depth (WTD) at continental scale, using a random forest (RF) model. The RF model provides reasonable estimates of WTD over most of the contiguous United States (CONUS), offering an alternative to physics-based modeling for large-scale freshwater resources. The study demonstrates that the RF model can be transferred to other regions with similar hydrologic regimes and limited observations.

GROUNDWATER (2023)

Article Geosciences, Multidisciplinary

Continental Scale Hydrostratigraphy: Comparing Geologically Informed Data Products to Analytical Solutions

Jackson S. Swilley, Danielle Tijerina-Kreuzer, Hoang V. Tran, Jun Zhang, Chen Yang, Laura E. Condon, Reed M. Maxwell

Summary: This study combines two different methods to estimate hydraulic conductivity at large scales. They applied these methods to estimate hydraulic conductivity in the contiguous United States and compared the results with existing data products. The evaluation of these data products was done using various approaches, including comparison with hydrologic model simulations.

GROUNDWATER (2023)

Article Geosciences, Multidisciplinary

Continental Scale Hydrostratigraphy: Basin-Scale Testing of Alternative Data-Driven Approaches

Danielle Tijerina-Kreuzer, Jackson S. Swilley, Hoang V. Tran, Jun Zhang, Benjamin West, Chen Yang, Laura E. Condon, Reed M. Maxwell

Summary: This study evaluates multiple data-driven approaches for estimating hydraulic conductivity and subsurface properties at the continental-scale. It provides a recommended Selected National Configuration 1 km resolution subsurface dataset for use in distributed large-and continental-scale hydrologic modeling.

GROUNDWATER (2023)

Article Meteorology & Atmospheric Sciences

The Role of Topography in Controlling Evapotranspiration Age

Chen Yang, Reed Maxwell, Jeffrey Mcdonnell, Xiaofan Yang, Danielle Tijerina-Kreuzer

Summary: This study utilizes GPU-accelerated particle tracking with integrated hydrologic modeling to quantify the variations in evapotranspiration (ET) age at a regional scale. The results reveal that topography-driven flow paths play a crucial role in shaping the spatial and temporal patterns of ET age.

JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES (2023)

Article Environmental Sciences

Spatial aggregation effects on the performance of machine learning metamodels for predicting transit time to baseflow

Mario A. Soriano, Reed Maxwell

Summary: This study demonstrates the potential of using machine learning metamodels to efficiently predict transit time distributions in large regions. The results of the metamodels show that using upstream watershed aggregation achieves the best performance in target predictions, and the importance of predictors and their relationships with input-output are consistent across different spatial aggregation types.

ENVIRONMENTAL RESEARCH COMMUNICATIONS (2023)

Article Geosciences, Multidisciplinary

Impact of distributed meteorological forcing on simulated snow cover and hydrological fluxes over a mid-elevation alpine micro-scale catchment

Aniket Gupta, Alix Reverdy, Jean-Martial Cohard, Basile Hector, Marc Descloitres, Jean-Pierre Vandervaere, Catherine Coulaud, Romain Biron, Lucie Liger, Reed Maxwell, Jean-Gabriel Valay, Didier Voisin

Summary: This study explores the impact of precipitation, shortwave radiation, and wind speed on the water cycle of a small alpine catchment. High-resolution simulations show that distributed precipitation and shortwave radiation have significant impacts, while distributed wind speed has a smaller effect. This suggests that slope- and aspect-based meteorological distribution can improve the spatio-temporal representation of snow cover and evapotranspiration in complex mountain terrain.

HYDROLOGY AND EARTH SYSTEM SCIENCES (2023)

Proceedings Paper Computer Science, Interdisciplinary Applications

Mineral Precipitation In Utah Lake And Its Effluent Mixing Zones

Jacob Taggart, Theron Miller, Alexis Navarre-Sitchler, Gregory Carling

Summary: Restoration efforts for Utah Lake should take into account the lake's internal processes, particularly the quantification of coprecipitation rate of phosphorus with calcite.

2022 INTERMOUNTAIN ENGINEERING, TECHNOLOGY AND COMPUTING (IETC) (2022)

Article Water Resources

The ParFlow Sandtank: An interactive educational tool making invisible groundwater visible

Lisa K. Gallagher, Abram J. Farley, Calla Chennault, Sara Cerasoli, Sebastien Jourdain, Patrick O'Leary, Laura E. Condon, Reed M. Maxwell

Summary: Physical aquifer models are effective teaching tools for hydrology education, but they have limitations like high cost and static configuration. To overcome these limitations, an interactive computer simulation called ParFlow Sandtank has been developed. This tool allows users to learn hydrologic concepts and explore various factors affecting environmental systems, with features like model parameter adjustments and visualization of outputs. It has been widely used in educational settings and can be scaled-up for greater accessibility.

FRONTIERS IN WATER (2022)

No Data Available