13 results on '"Cynthia N. McClain"'
Search Results
2. Author Correction: Modelling groundwater quality of the Athabasca River Basin in the subarctic region using a modified SWAT model
- Author
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Tesfa Worku Meshesha, Junye Wang, Nigus Demelash Melaku, and Cynthia N. McClain
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Medicine ,Science - Published
- 2022
- Full Text
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3. Modelling groundwater quality of the Athabasca River Basin in the subarctic region using a modified SWAT model
- Author
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Tesfa Worku Meshesha, Junye Wang, Nigus Demelash Melaku, and Cynthia N. McClain
- Subjects
Medicine ,Science - Abstract
Abstract Groundwater is a vital resource for human welfare. However, due to various factors, groundwater pollution is one of the main environmental concerns. Yet, it is challenging to simulate groundwater quality dynamics due to the insufficient representation of nutrient percolation processes in the soil and Water Assessment Tool model. The objectives of this study were extending the SWAT module to predict groundwater quality. The results proved a linear relationship between observed and calculated groundwater quality with coefficient of determination (R 2), Nash–Sutcliffe efficiency (NSE), percent bias (PBIAS) values in the satisfied ranges. While the values of R 2, NSE and PBIAS were 0.69, 0.65, and 2.68 during nitrate calibration, they were 0.85, 0.85 and 5.44, respectively during nitrate validation. Whereas the values of R 2, NSE and PBIAS were 0.59, 0.37, and − 2.21 during total dissolved solid (TDS) calibration and they were 0.81, 0.80, 7.5 during the validation. The results showed that the nitrate and TDS concentrations in groundwater might change with varying surface water quality. This indicated the requirement for designing adaptive management scenarios. Hence, the extended SWAT model could be a powerful tool for future regional to global scale modelling of nutrient loads and effective surface and groundwater management.
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- 2021
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4. Groundwater monitoring near oil sands development: Insights from regional water quality datasets in the Alberta Oil Sands Region (AOSR)
- Author
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S. Jean Birks, John Manchuk, Yi Yi, Cynthia N. McClain, Michael C. Moncur, John J. Gibson, Clayton V. Deutsch, Emily B. Taylor, and Guy Bayegnak
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Groundwater quality ,Oil sands ,Temporal anomalies ,Groundwater monitoring ,Geochemistry ,Physical geography ,GB3-5030 ,Geology ,QE1-996.5 - Abstract
Study region: This study is carried out across a 142,000 km2 area within the Alberta Oil Sands Region (AOSR), Alberta, Canada. Study focus: Groundwater quality data for the AOSR are compiled and interpreted to provide information on regional water quality to inform groundwater monitoring and land use planning. A database of 546 water quality parameters measured between 1958 and 2015 from 5118 water wells is compiled, cleaned, and analyzed by hydrostratigraphic unit (HSU). New hydrologic insights for the region: Baseline water quality conditions were found to vary in the 12 main HSU’s, with wide ranges in total dissolved solids and geochemical facies, reflecting variable lithology and geochemical processes. Median concentrations for multiple parameters exceeded “interim trigger values” under consideration by government regulators. Statistically significant temporal changes in water quality were detected in the 2000’s in isolated areas of Surficial Sands aquifer, the Cretaceous and Devonian formations in the North Athabasca Oil Sands, and in Quaternary aquifers in the South Athabasca Oil Sands and Cold Lake Beaver River. Temporal anomalies occur in areas with enhanced vertical connectivity due to the presence of buried channels, incised rivers, or where the Colorado Group is thin or completely absent. The compiled dataset highlights the role of geochemical data in identifying aquifer connectivity and monitoring priority. Lack of publicly available data for key aquifers near some mining areas are noted.
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- 2022
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5. Hydrogen and dark oxygen drive microbial productivity in diverse groundwater ecosystems
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S. Emil Ruff, Pauline Humez, Isabella Hrabe de Angelis, Michael Nightingale, Muhe Diao, Sara Cho, Liam Connors, Olukayode O. Kuloyo, Alan Seltzer, Samuel Bowman, Scott D. Wankel, Cynthia N. McClain, Bernhard Mayer, and Marc Strous
- Abstract
Groundwater ecosystems are globally wide-spread yet still poorly understood. We investigated the age, aqueous geochemistry, and microbiology of 138 groundwater samples from 87 monitoring wells (7/mL) than younger ground-waters. Organic carbon-rich strata featured some of the highest abundances, challenging current estimates of global groundwater population sizes. Substantial concentrations of dissolved oxygen (n=57; 0.52±0.12 mg/L [mean±SE]; 0.39 mg/L [median]) in older groundwaters could support aerobic lifestyles in subsurface ecosystems at an unprecedented scale. Metagenomics, oxygen isotope analyses and mixing models indicated that microbial “dark oxygen” contributed to the dissolved oxygen pool in subsurface ecosystems commonly assumed to be anoxic.
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- 2022
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6. Estimating Stable Measured Values and Detecting Anomalies in Groundwater Geochemistry Time Series Data Across the Athabasca Oil Sands Area, Canada
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Clayton V. Deutsch, John J. Gibson, John G. Manchuk, Cynthia N. McClain, Guy Bayegnak, and Jean S. Birks
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geography ,geography.geographical_feature_category ,Geochemistry ,Sampling (statistics) ,010502 geochemistry & geophysics ,01 natural sciences ,Mineral resource classification ,Visual inspection ,Environmental science ,Oil sands ,Time series ,Groundwater ,Channel (geography) ,0105 earth and related environmental sciences ,General Environmental Science ,Sampling bias - Abstract
Regional groundwater monitoring in the Athabasca region of Alberta, Canada, provides information on groundwater quality and geochemical changes over time, including data useful for evaluating potential impacts of industrial activity such as oil sands mining and in situ operations. Data collected from over 5000 wells from the 1950s to 2014, including 161 wells from government’s monitoring network, were used to develop and apply bootstrap techniques for the detection of changes in groundwater geochemistry over time and at specific points in time. Increasing temporal anomalies were identified in Cl, TDS, B, and naphthenic acids in the McMurray formation across 2003 and 2008, while decreasing anomalies were found for SO4. Temporal variance for 15 indicators was quantified for a smooth bootstrap approach to arrive at stable values representative of the most recent samples taken from wells in the study area. Stable values revealed sampling bias in the Devonian, Grand Rapids, Empress, Channel Beverly, and Muriel Lake formations suggesting expansion of sampling may be necessary. Although temporal anomalies were found in the McMurray formation, sampling bias was not identified. The entropy and relative magnitude of time series were evaluated to identify candidate wells for continued observations, which consist of wells with low measurements and low entropy that are near active industry lease boundaries. Temporal anomalies, stable values, and entropy were combined into type-well information to provide plots for visual inspection and interpretation. Stable values are useful for regional mapping, for detecting future changes and trends, and for identifying areas of interest warranting further investigation.
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- 2021
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7. Lithologic and redox controls on hexavalent chromium in vadose zone sediments of California’s Central Valley
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Kate Maher, Shane T. Johnson, Scott Fendorf, Alana Menendez, and Cynthia N. McClain
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010504 meteorology & atmospheric sciences ,Lithology ,Water table ,Sediment ,Groundwater recharge ,010502 geochemistry & geophysics ,01 natural sciences ,chemistry.chemical_compound ,Nitrate ,chemistry ,Geochemistry and Petrology ,Ultramafic rock ,Environmental chemistry ,Vadose zone ,Environmental science ,Groundwater ,0105 earth and related environmental sciences - Abstract
In agricultural regions of California where ultramafic sediments containing naturally occurring Cr(III) are present, correlations between Cr(VI) and nitrate in groundwater have been attributed to oxidation of Cr(III) in vadose sediments and mobilization by areal recharge, including irrigation return. However, the distribution of Cr and nitrate through the vadose zone have yet to be evaluated together to investigate the controls on geogenic Cr(VI) occurrence and resulting Cr(VI) production rates and export fluxes to groundwater. To develop a framework for evaluating geogenic Cr(VI) contamination, we analyze vadose zone sediment cores from the southwestern Sacramento Valley of California at high spatial resolution. In the sandy, oxic, ultramafic, Cr-rich Holocene alluvial sediment, Cr(III) is oxidized to Cr(VI), resulting in increasing Cr(VI) concentrations with depth up to 79 μg/kg. Oxidation is likely associated with μ-meter scale co-located Mn(IV)-oxides. Within the fine-grained Pleistocene sediments beneath the historic high water table (5–18 m), Cr(VI) concentrations decrease with depth to
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- 2019
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8. Modelling groundwater quality of the Athabasca River Basin in the subarctic region using a modified SWAT model
- Author
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Cynthia N. McClain, Tesfa Worku Meshesha, Junye Wang, and Nigus Demelash Melaku
- Subjects
Coefficient of determination ,010504 meteorology & atmospheric sciences ,Soil and Water Assessment Tool ,Science ,0208 environmental biotechnology ,Drainage basin ,02 engineering and technology ,01 natural sciences ,Article ,chemistry.chemical_compound ,Nitrate ,Groundwater pollution ,SWAT model ,0105 earth and related environmental sciences ,Hydrology ,geography ,Multidisciplinary ,geography.geographical_feature_category ,Biogeochemistry ,020801 environmental engineering ,Environmental sciences ,Adaptive management ,chemistry ,Environmental science ,Medicine ,Groundwater - Abstract
Groundwater is a vital resource for human welfare. However, due to various factors, groundwater pollution is a paramount environmental concern. It is challenging to simulate groundwater quality dynamics with the Soil and Water Assessment Tool (SWAT) because it does not adequately model nutrient percolation processes in the soil. The objectives of this study were to extend the SWAT module to simulate groundwater quality for the parameters nitrate and Total Dissolved Solids (TDS). The results of the SWAT model for the Athabasca River Basin in Canada revealed a linear relationship between observed and calculated groundwater quality. This result achieved satisfactory values for coefficient of determination (R2), Nash-Sutcliffe efficiency (NSE), and percent bias (PBIAS). For nitrate, the model performance measures R2 ranged from 0.66–0.83 during calibration and NSE from 0.61–0.83. R2 is 0.71 during validation and NSE ranged from 0.69–0.75. Likewise, for TDS, the model performance measures R2 ranged from 0.61–0.82 during calibration and from 0.58–0.62 during validation. When coupled with soil zone and land surface processes, nitrate and TDS concentrations in groundwater can be simulated with the SWAT model. This indicated that SWAT may be helpful in evaluating adaptive management scenarios. Hence, the extended SWAT model could be a powerful tool for regional-scale modelling of nutrient loads, and to support and effective surface and groundwater management.
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- 2021
9. Sources, trends, and fate of methane in shallow aquifers of Alberta, Canada
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Cynthia N. McClain, Michael Nightingale, Bernhard Mayer, Florian Osselin, Pauline Humez, and Wolfram Kloppmann
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geography ,chemistry.chemical_compound ,geography.geographical_feature_category ,chemistry ,Earth science ,Environmental science ,Alberta canada ,Aquifer ,Methane - Abstract
Due to concerns regarding potential impacts of the development of natural gas from unconventional hydrocarbon resources on groundwater systems in North America and elsewhere, it has been crucial to improve methods of Environmental Baseline Assessment (EBA). Any subsequent deviations from the EBA could indicate migration of natural gas into the monitored groundwater systems. In collaboration with Alberta Environment and Parks, over 800 groundwater samples have been collected from dedicated monitoring wells since 2006 resulting in an extensive high-quality database of aqueous and gaseous geochemical and isotopic compositions. Because methane is the main component of natural gas, it had been the principal target of our groundwater studies. Our objectives were a) to assess the occurrence of methane in groundwater throughout the province of Alberta (Canada), b) to use isotope techniques to track the predominant sources of methane, c) to use a combination of chemical and multi-isotopic techniques and models to assess the fate of methane in groundwater, and d) to use probability for predicting the presence of methane in groundwater based on hydrogeochemical parameters in regions where no gas data exist.Methane was found to be ubiquitous in groundwater samples throughout the province of Alberta with concentrations varying from 2.9 10-4 to >2.4 mmol/l. The highest methane concentrations were found in Na-HCO3 and Na-Cl water-types where the sulfate concentrations were 34SSO4 >+10‰ associated with lowest sulfate concentrations) and evidence for methane oxidation was also detected (highest δ13CCH4 values > ‑55‰ associated with lowest methane concentrations). Moreover, some δ13CDIC values were as high as +13.8‰ associated with the highest methane concentrations. A geochemical and multi-isotope model using long-term monitoring data was developed and revealed two different sources of methane: 1) microbial methane resulting from in-situ methanogenesis within the aquifer for a subset of the samples; 2) migration of microbial methane into aquifers characterized by various redox conditions, followed by methane oxidation potentially coupled with bacterial sulfate reduction within sulfate-rich zones causing a pseudo-thermogenic carbon isotopic fingerprint for the remaining methane. So far, no evidence of unambiguously thermogenic methane in the groundwater samples collected from dedicated monitoring wells has been found. Efforts to assess the probability of regional occurrence of methane in groundwater systems in Alberta have then focused on a model for methane prediction model based on logistic regression (LR) for regions of Alberta where no gas data exist. Using basic hydrogeochemical parameters such as occurrence of electron donors, well depth and total dissolved solids of groundwater, the LR approach shows excellent performance metrics e.g. model sensitivity, specificity >80% regarding the prediction of methane occurrence in groundwater of Alberta.
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- 2020
- Full Text
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10. Monitoring heavy metal concentrations in turbid rivers: Can fixed frequency sampling regimes accurately determine criteria exceedance frequencies, distribution statistics and temporal trends?
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James P. Zettel, Cynthia N. McClain, M. K. Kruk, and Jason G. Kerr
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Percentile ,Suspended solids ,Ecology ,0208 environmental biotechnology ,General Decision Sciences ,02 engineering and technology ,010501 environmental sciences ,01 natural sciences ,Standard deviation ,020801 environmental engineering ,Frequency of exceedance ,Statistics ,Linear regression ,Probability distribution ,Environmental science ,Water quality ,Ecology, Evolution, Behavior and Systematics ,0105 earth and related environmental sciences ,Total suspended solids - Abstract
The accurate determination of water quality criteria exceedance frequencies, distribution statistics (e.g., mean, median and percentile concentrations) and temporal trends in constituent concentrations is critical to effective water resources management. Here we examine the effect of sampling regime on the accuracy of trace metal concentration, water quality criteria exceedance, and trend statistics at three sites in a turbid and highly dynamic river (mean ± 1 standard deviation total suspended solids [TSS] concentration = 56 ± 148 mg L−1, 278 ± 777 mg L−1 and 521 ± 909 mg L−1). Daily TSS data from the Red Deer River (RDR) in Alberta, Canada were used to generate a 10-year baseline data set of total Pb, Hg, Cu and Cd concentrations based on linear regression relationships. The baseline data was then sub-sampled to create fixed frequency (3-day, 7-day, 14-day, 30-day, 60-day and 90-day) and flow augmented (30-day + Q ≥ 90th percentile) regimes. Precision increased with increased sampling frequency for all statistics over both annual and decadal time scales. However, annual statistical estimates exhibited consistently poorer precision than estimates summarized over 10 years. For estimates of annual mean and 90th percentile concentrations, precision decreased as the variation in daily constituent concentrations in the baseline data set for each year increased. Estimates of median concentrations were generally more precise than the mean or 90th percentile, while estimates of criteria exceedance had particularly poor precision and exhibited systemic bias when the frequency of exceedance in the baseline data was low (i.e.
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- 2018
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11. Hexavalent Chromium Sources and Distribution in California Groundwater
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Debra M. Hausladen, Cynthia N. McClain, Annika Alexander-Ozinskas, and Scott Fendorf
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Chromium ,Environmental remediation ,0211 other engineering and technologies ,chemistry.chemical_element ,02 engineering and technology ,010501 environmental sciences ,01 natural sciences ,chemistry.chemical_compound ,Nitrate ,Environmental Chemistry ,Volatile organic compound ,Hexavalent chromium ,Groundwater ,0105 earth and related environmental sciences ,chemistry.chemical_classification ,021110 strategic, defence & security studies ,General Chemistry ,Contamination ,Los Angeles ,chemistry ,In situ chemical oxidation ,Environmental chemistry ,San Francisco ,Water Pollutants, Chemical - Abstract
Groundwater resources in California represent a confluence of high-risk factors for hexavalent chromium contamination as a result of industrial activities, natural geology, and, potentially, land use. Here, we examine state-wide links in California between groundwater Cr(VI) concentrations and chemicals that provide signatures for source attribution. In environmental monitoring wells, Cr(VI) had the highest co-occurrence and also clustered with 1,4-dioxane and several chlorinated hydrocarbons indicative of the metal plating industry. Additionally, hotspots of Cr(VI) co-occurring with bromoform result from volatile organic compound remediation using in situ chemical oxidation that inadvertently oxidizes naturally occurring Cr(III). In groundwater supply wells, which are typically free of industrial inputs, Cr(VI) correlates with dichlorodiphenyldichloroethylene (DDE), vanadium, and ammonia and clusters with nitrate and dissolved oxygen, suggesting potential links between agricultural activities and Cr(VI). Specific controls on Cr(VI) vary substantially by region: from the metal plating industry around Los Angeles and the San Francisco Bay areas to natural redox conditions along flow paths in the Mojave Desert and to correlations with agricultural practices in the Central Valley of California. While industrial uses of Cr lead to the most acute cases of groundwater Cr(VI) contamination, oxidation of naturally occurring Cr affects a larger area, more wells, and a greater number of people throughout California.
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- 2018
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12. Chromium fluxes and speciation in ultramafic catchments and global rivers
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Cynthia N. McClain and Kate Maher
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Hydrology ,Discharge ,Alkalinity ,Trace element ,Weathering ,Geology ,010501 environmental sciences ,010502 geochemistry & geophysics ,01 natural sciences ,Silicate ,Carbon cycle ,chemistry.chemical_compound ,chemistry ,Ultramafic rock ,Geochemistry and Petrology ,Environmental chemistry ,Seawater ,0105 earth and related environmental sciences - Abstract
The role of ultramafic rock weathering in global chromium (Cr) budgets and how these may be linked to changes in Earth's climate over geological time was investigated by compiling dissolved Cr speciation and fluxes in (i) 73 of the worlds large rivers, representing ~ 35% of global river discharge to oceans, and in (ii) an ultramafic catchment (Putah Creek watershed) in the California Coast Range Mountains, USA. Weathering of ultramafic rocks creates ideal conditions for Cr release and redox cycling. Alkaline river water draining ultramafic catchments is naturally enriched in Cr (up to 582 nmol/L). Chromium concentrations increase with the extent of rock–water interaction (as indicated by correlations with Mg and HCO3− concentrations and pH), whereas Cr cycling depends on the availability of electron donors and acceptors (e.g. Fe(II), organics, Mn(III/IV)-oxides). Thus, dissolved Cr is exported from ultramafic watersheds as both the soluble hexavalent Cr(VI) species (MgCrO4, CrO42 −), and also as trivalent Cr(III) species (CrOH(CO3)22 −), Cr(OH)3). The latter Cr(III) species were previously thought to have low solubility. Ultramafic catchments have higher area normalized Cr and major ion fluxes for a given runoff when compared to global rivers and may thus have a disproportional impact on global Cr-budgets, long-term carbon cycling and moderation of the Earth's climate over million-year timescales. Riverine export fluxes of Cr are linearly correlated with fluxes of Ca + Mg and alkalinity in both ultramafic catchments and global rivers. This suggests that silicate weathering is a key control on Cr fluxes and that major element weathering fluxes may be a useful proxy for estimating Cr and other trace element fluxes. Globally, present-day riverine dissolved Cr fluxes to oceans are spatially variable and estimated to be 1.7 × 109 mol/yr, three times higher than previously reported. However, when geochemical reactions in estuaries are considered riverine Cr fluxes may be lower. Throughout Earth history, Cr weathering fluxes also may have varied with changes in the global distribution of ultramafic rocks, Cr concentrations in continental rocks, or climactic conditions (e.g. atmospheric CO2 levels or runoff). Such variation should be considered when interpreting both modern and past Cr seawater isotopic compositions and residence times.
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- 2016
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13. Quantifying Cr(VI) Production and Export from Serpentine Soil of the California Coast Range
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Scott Fendorf, Cynthia N. McClain, Samuel M. Webb, and Kate Maher
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Chromium ,media_common.quotation_subject ,Water source ,Mineralogy ,010501 environmental sciences ,010502 geochemistry & geophysics ,01 natural sciences ,chemistry.chemical_compound ,Pore water pressure ,Soil ,Environmental Chemistry ,Soil Pollutants ,Hexavalent chromium ,Groundwater ,0105 earth and related environmental sciences ,media_common ,Coast range ,Oxides ,General Chemistry ,Speciation ,chemistry ,Serpentine soil ,Environmental chemistry ,Soil water ,Oxidation-Reduction ,Geology ,Water Pollutants, Chemical - Abstract
Hexavalent chromium (Cr(VI)) is generated in serpentine soils and exported to surface and groundwaters at levels above health-based drinking water standards. Although Cr(VI) concentrations are elevated in serpentine soil pore water, few studies have reported field evidence documenting Cr(VI) production rates and fluxes that govern Cr(VI) transport from soil to water sources. We report Cr speciation (i) in four serpentine soil depth profiles derived from the California Coast Range serpentinite belt and (ii) in local surface waters. Within soils, we detected Cr(VI) in the same horizons where Cr(III)-minerals are colocated with biogenic Mn(III/IV)-oxides, suggesting Cr(VI) generation through oxidation by Mn-oxides. Water-extractable Cr(VI) concentrations increase with depth constituting a 7.8 to 12 kg/km2 reservoir of Cr(VI) in soil. Here, Cr(VI) is produced at a rate of 0.3 to 4.8 kg Cr(VI)/km2/yr and subsequently flushed from soil during water infiltration, exporting 0.01 to 3.9 kg Cr(VI)/km2/yr at concent...
- Published
- 2016
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