Groundwater Nitrate Concentrations
and Its Relation to Landcover, Buncombe
County, NC
Adu Agyemang, Adela Beauty, Arpita Nandi, Ingrid Luffman,
and Andrew Joyner
Abstract
High concentrations of nitrate (NO
3
) in groundwater can
be harmful to human health if ingested, and the primary
cause of blue baby syndrome, among other health
impacts. In this study, the spatial distribution of NO
3
in
groundwater for 610 private drinking water wells in
Buncombe County, North Carolina was modeled. While
NO
3
concentration in the sampled wells did not exceed
the 10 mg/L limit established by the United States
Environmental Protection Agency, some wells had NO
3
concentrations approaching this limit (as high as
8.5 mg/L). Kriging interpolation was implemented within
a Geographic Information System to predict NO
3
con-
centrations across the county, and a cokriging model
using land cover type. Cross validation statistics of root
mean square and root mean square standardized for both
models were compared and the results showed that the
predicted NO
3
map was improved when land cover type
was integrated into the model. The cokriging interpolated
surface with land cover as a covariate had the lowest root
mean square (0.979) when compared to the kriging
interpolated surface (0.986), indicating a better fit for the
model with land cover. NO
3
concentrations equal or
greater than 2 mg/L were concentrated in 37%
hay/pasture land, 34% developed open space, and 29%
deciduous forest. The study did not reveal any statistically
significant difference in the presence of high NO
3
concentration between these landcover types, indicating
they all relate to high NO
3
content.
Keywords
Nitrate
Á
Spatial statistics
Á
Kriging
1 Introduction
Groundwater provides about 80% of usable water storage in
the world. The quality of groundwater is as important as that
of its availability and quantity because it represents our main
source of drinking water (Rahman 2008). Groundwater is an
important source of water supply because of its low sus-
ceptibility to pollution compared to surface water (U.S.
Environmental Protection Agency 1995). Groundwater is
vulnerable to pollution from underlying bedrock, human
activities, and sewage discharge from industrial and agri-
cultural sites (Rahman 2008; Babiker et al. 2004). Nitrate
(NO
3
) is a widespread pollutant that enters the groundwater
through the surface and is not naturally contained in the
groundwater. Predicting areas that are likely to contain high
levels of NO
3
may help to prevent the use of NO
3
con-
taminated water, and provide developers and planners with
information about areas in need for additional testing.
Nitrogen is a primary component of fertilizers based on
its ability to boost the productivity of crops. Global increase
in the use of nitrogen fertilizer over the last few decades has
led to increased NO
3
in groundwater, threatening water
quality (Burow et al. 2010). When nitrogen in fertilizer
exceeds the demand of plants and the ability of the soil to
retain it, nitrogen leaches into groundwater in the form of
NO
3
through infiltration of precipitation, irrigation, and
other processes (Shamrukh et al. 2001). Agricultural areas
are susceptible to high levels of NO
3
concentrations due to
the use of NO
3
rich fertilizers (Zhang et al. 1996; Thorburn
et al. 2003). Factors that affect NO
3
concentration in
groundwater include land use operations, shallow water
table, water chemistry like redox potential and pH, and
subsurface clay thickness (Townsend and Young 1995).
Increased concentration of NO
3
in groundwater may repre-
sent a loss of fertility in the overlying soil, cause eutrophi-
cation from the discharge of groundwater into surface water,
and become a health hazard to animals and humans (McLay
et al. 2001). Environmental Protection Agency (EPA) has
A. Agyemang Á A. Beauty Á A. Nandi (&) Á I. Luffman Á A. Joyner
Department of Geosciences, East Tennessee State University,
Johnson City, TN 37614, USA
e-mail: nandi@etsu.edu
© Springer Nature Switzerland AG 2019
A. Shakoor and K. Cato (eds.), IAEG/AEG Annual Meeting Proceedings, San Francisco,
California, 2018—Volume 2, https://doi.org/10.1007/978-3-319-93127-2_14
91