4 research outputs found
Isolated Wetlands - The Groundwater Connection
2012 S.C. Water Resources Conference - Exploring Opportunities for Collaborative Water Research, Policy and Managemen
Nitrate Variability in Groundwater of North Carolina using Monitoring and Private Well Data Models
Nitrate
(NO<sub>3</sub><sup>–</sup>) is a widespread contaminant of groundwater and surface water across
the United States that has deleterious effects to human and ecological
health. This study develops a model for predicting point-level groundwater
NO<sub>3</sub><sup>–</sup> at
a state scale for monitoring wells and private wells of North Carolina.
A land use regression (LUR) model selection procedure is developed
for determining nonlinear model explanatory variables when they are
known to be correlated. Bayesian Maximum Entropy (BME) is used to
integrate the LUR model to create a LUR-BME model of spatial/temporal
varying groundwater NO<sub>3</sub><sup>–</sup> concentrations. LUR-BME results in a leave-one-out
cross-validation <i>r</i><sup>2</sup> of 0.74 and 0.33 for
monitoring and private wells, effectively predicting within spatial
covariance ranges. Results show significant differences in the spatial
distribution of groundwater NO<sub>3</sub><sup>–</sup> contamination in monitoring versus
private wells; high NO<sub>3</sub><sup>–</sup> concentrations in the southeastern plains of North
Carolina; and wastewater treatment residuals and swine confined animal
feeding operations as local sources of NO<sub>3</sub><sup>–</sup> in monitoring wells. Results
are of interest to agencies that regulate drinking water sources or
monitor health outcomes from ingestion of drinking water. Lastly,
LUR-BME model estimates can be integrated into surface water models
for more accurate management of nonpoint sources of nitrogen
Soil Weathering as an Engine for Manganese Contamination of Well Water
Manganese (Mn) contamination
of well water is recognized as an
environmental health concern. In the southeastern Piedmont region
of the United States, well water Mn concentrations can be >2 orders
of magnitude above health limits, but the specific sources and causes
of elevated Mn in groundwater are generally unknown. Here, using field,
laboratory, spectroscopic, and geospatial analyses, we propose that
natural pedogenetic and hydrogeochemical processes couple to export
Mn from the near-surface to fractured-bedrock aquifers within the
Piedmont. Dissolved Mn concentrations are greatest just below the
water table and decrease with depth. Solid-phase concentration, chemical
extraction, and X-ray absorption spectroscopy data show that secondary
Mn oxides accumulate near the water table within the chemically weathering
saprolite, whereas less-reactive, primary Mn-bearing minerals dominate
Mn speciation within the physically weathered transition zone and
bedrock. Mass-balance calculations indicate soil weathering has depleted
over 40% of the original solid-phase Mn from the near-surface, and
hydrologic gradients provide a driving force for downward delivery
of Mn. Overall, we estimate that >1 million people in the southeastern
Piedmont consume well water containing Mn at concentrations exceeding
recommended standards, and collectively, these results suggest that
integrated soil-bedrock-system analyses are needed to predict and
manage Mn in drinking-water wells