Skip to main content

Advertisement

Log in

Quantifying the variability in Escherichia coli (E. coli) throughout storm events at a karst spring in northwestern Arkansas, United States

  • Original Article
  • Published:
Environmental Earth Sciences Aims and scope Submit manuscript

Abstract

In northwestern Arkansas, karst aquifers have experienced degraded water quality due to impacts of land-use changes, such as increased urbanization or intensification of agriculture. Water quality at a karst spring was characterized by quantifying the variability of fecal-indicator bacteria, specifically Escherichia coli (E. coli), throughout base-flow periods and storm events. Water-quality change over time was assessed using an intermittent record of nitrate and chloride data since the 1990s. A Geographic Information System was used to quantify changes in land use over time and identify housing subdivisions using on-site septic systems. E. coli was significantly greater during storm events (649 CFU/100 mL or MP/100 mL) than base-flow periods (41 CFU/100 mL or MPN/100 mL). The increase in E. coli at the spring following storm events was interpreted to result from flushing of bacteria from the land surface, through the epikarst and karst conduits, and into groundwater. Nitrate and chloride have increased significantly since the 1990s, following the general pattern of increased urbanization in the recharge area. Septic-tank effluent may be degrading the water quality of the karst spring based on the dominance of on-site septic tank usage in the recharge area, unsuitable topography and soil type for septic tank absorption fields, increased nitrate and chloride concentrations concomitant with increased urbanization, and increase of the fecal-indicator bacteria E. coli following storm events.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10

Similar content being viewed by others

References

  • ACA 8-4-202 (2011) Arkansas regulation no. 2: regulation establishing water quality standards for surface waters of the State of Arkansas, p 124

  • Adamski JC, Petersen JC, Freiwald DA, Davis JV (1995) Environmental and hydrologic setting of the Ozark Plateaus study unit. Missouri, and Oklahoma, Arkansas, p 76

    Google Scholar 

  • Adamski JC, Celik I, Camas H et al (1996) Nutrients and pesticides in ground water of the Ozark Plateaus in Arkansas. Missouri, and Oklahoma, Kansas, p 34

    Google Scholar 

  • Arkansas Department of Environmental Quality (2006) ADEQ—Database, permit data system (PDS)—facility and permit information. http://www.adeq.state.ar.us/home/pdssql/pds.aspx#display. Accessed 7 Apr 2014

  • Arkansas Department of Environmental Quality (2013) Notice of Coverage for NPDES Stormwater Construction General Permit Number ARR150000. http://www.adeq.state.ar.us/ftproot/Pub/WebDatabases/PermitsOnline/NPDES/IssuedPermits/arr154084_notice%20of%20coverage_20130409.pdf. Accessed 20 Jan 2014

  • Arkansas Geographic Information Office (2009) GeoStor 6.0, environmental permitted site. http://www.geostor.arkansas.gov/G6/Home.html. Accessed 14 May 2014

  • Baker A (2005) 188: Land use and water quality. In: Anderson MG (ed) Encycl hydrol. Wiley, UK, pp 2925–2930

    Google Scholar 

  • Benton County Parcel Viewer (2014) Benton County Parcel Viewer. http://maps.co.benton.ar.us/parcels/. Accessed 18 Feb 2014

  • Boyer DG, Pasquarell GC (1999) Agricultural land use impacts on bacterial water quality in a karst groundwater aquifer. J Am Water Resour Assoc 35:291–300

    Article  Google Scholar 

  • Brahana JV (1997) Rationale and methodology for approximating spring-basin boundaries in the mantled karst terrane of the Springfield Plateau, northwestern Arkansas. In: Beck Stephenson (ed) Eng Geol Hydrogeol Karst Terranes. A. A. Balkema, Rotterdam, pp 77–82

    Google Scholar 

  • Brion G, Brye KR, Haggard BE et al (2011) Land-use effects on water quality of a first-order stream in the Ozark highlands, mid-southern United States. River Res Appl 27:772–790

    Article  Google Scholar 

  • Brodie RS, Hostetler S (2005) A review of techniques for analysing baseflow from stream hydrographs. In: Proceedings of the NZHS-IAH-NZSSS 2005 Conference 28

  • Brye KR, West CP (2005) Grassland management effects on soil surface properties in the Ozark Highlands. Soil Sci 170:63–73

    Article  Google Scholar 

  • Cho KH, Han D, Park Y et al (2010) Evaluation of the relationship between two different methods for enumeration fecal indicator bacteria: colony-forming unit and most probable number. J Environ Sci China 22:846–850

    Article  Google Scholar 

  • City of Bella Vista, Arkansas (2009) Ordinance no. 2009-03: city of Bella Vista, Arkansas. Connect Sewer 2009-03:2. http://cityofbellavista.com/administration/ordinances.htm. Accessed 7 April 2014

  • Criss RE, Osburn R, House RS (2009) The Ozark Plateaus: Missouri. In: Palmer AN, Palmer MV (eds) Caves Karst USA. National Speleological Society, Huntsville

    Google Scholar 

  • Davis RK, Brahana JV, Johnston JS (2000) Ground water in northwest Arkansas: minimizing nutrient contamination from non-point sources in karst terrane. Ark Water Res Center, p 173. http://www.uark.edu/depts/awrc/pdf_files/MSC/MSC-288.pdf

  • Davis RK, Hamilton S, Brahana JV (2005) Escherichia Coli survival in mantled karst springs and streams, Northwest Arkansas Ozarks, USA. J Am Water Resour Assoc 41:1279–1287

    Article  Google Scholar 

  • Enloe L-B (2012) Maps | North American drought monitor (NADM) | temperature, precipitation, and drought. http://www.ncdc.noaa.gov/temp-and-precip/drought/nadm/nadm-maps.php?lang=en&year=2012&month=8. Accessed 2 Apr 2014

  • Fite GC (1993) From vision to reality: a history of Bella Vista Village, 1915–1993. RoArk Printing, Rogers

    Google Scholar 

  • Ford D, Williams P (2007a) Introduction To Karst. Karst Hydrogeol. Geomorphol., first. Wiley, England, pp 1–8

    Book  Google Scholar 

  • Ford D, Williams P (2007b) Analysis of Karst Drainage Systems. Karst hydrogeology. Geomorphology. Wiley, West Sussex, pp 145–203

    Book  Google Scholar 

  • Frenzel SA, Couvillion CS (2002) Fecal-indicator bacteria in streams along a gradient of residential development. JAWRA 38:265–273

    Google Scholar 

  • Graening GO, Brown AV Status survey of aquatic cave fauna in Arkansas. Ark Water Res Center. 2000a;39:46. http://www.uark.edu/depts/ecology/docs/AGFC2000Report.PDF

  • Graening GO, Brown AV Trophic dynamics and pollution effects in Cave Springs Cave, Arkansas. Ark Water Res Center. 2000b;39:48. http://www.uark.edu/depts/ecology/docs/ANHC2000Report.PDF

  • Graening GO, Brown AV (2003) Ecosystem dynamics and pollution effects in an Ozark cave stream. J Am Water Resour Assoc 39:1497–1507

    Article  Google Scholar 

  • Gronewold AD, Wolpert RL (2008) Modeling the relationship between most probable number (MPN) and colony-forming unit (CFU) estimates of fecal coliform concentration. Water Res 42:3327–3334. doi:10.1016/j.watres.2008.04.011

    Article  Google Scholar 

  • Hanchar DW (1991) Effects of septic-tank effluent on ground-water quality in northern Williamson county and southern Davidson County, Tennessee. US Geological Survey water-resources investigations. Report 91–4011:20

    Google Scholar 

  • Harden HS, Roeder E, Hooks M, Chanton JP (2008) Evaluation of onsite sewage treatment and disposal systems in shallow karst terrain. Water Res 42:2585–2597. doi:10.1016/j.watres.2008.01.008

    Article  Google Scholar 

  • Helsel DR, Hirsch RM (2002) Statistical Methods in Water Resources. In: Tech Water-Resour InvestigUS Geol. Surv. Book 4 Chapter A3 Hydrol. Anal. Interpret. US Geological Survey, p 522

  • Herlihy AT, Stoddard JL, Johnson CB (1998) The relationship between stream chemistry and watershed land cover data in the mid-Atlantic region, USA. Water Air Soil Pollut 105:377–386

    Article  Google Scholar 

  • Johnson LK, Brown MB, Carruthers EA et al (2004) Sample size, library composition, and genotypic diversity among natural populations of Escherichia coli from different animals influence accuracy of determining sources of fecal pollution. Appl Environ Microbiol 70:4478–4485. doi:10.1128/AEM.70.8.4478-4485.2004

    Article  Google Scholar 

  • Katz BG, Griffin DW, McMahon PB et al (2010) Fate of effluent-borne contaminants beneath septic tank drainfields overlying a karst aquifer. J Environ Qual 39:1181. doi:10.2134/jeq2009.0244

    Article  Google Scholar 

  • Kloot RW, Radakovich B, Huang X, Brantley DD (2006) A comparison of bacterial indicators and methods in rural surface waters. Environ Monit Assess 121:273–285. doi:10.1007/s10661-005-9121-5

    Google Scholar 

  • Knierim KJ, Pollock E, Hays P (2013) Using isotopes of dissolved inorganic carbon species and water to separate sources of recharge in a cave spring, northwestern Arkansas, USA. Acta Carsologica 42:261–276

    Article  Google Scholar 

  • Kogovšek J, Petrič M (2013) Increase of vulnerability of karst aquifers due to leakage from landfills. Environ Earth Sci 70:901–912. doi:10.1007/s12665-012-2180-3

    Article  Google Scholar 

  • Kresse TM, Hays PD, Merriman-Hoehne KR et al (2014) Aquifers of Arkansas: protection, management, and hydrologic and geochemical characteristics of groundwater resources in Arkansas. US Geological Survey Scientific Investigations Report 2014 5149:360

  • Kresse TM, Hays PD, Hudson, Kaufmann JE (in review) The relation of land use, geology, and karst features to groundwater quality in the Ozark mountains of northern Arkansas and southern Missouri. U.S. Geological Survey

  • Kvalseth TO (1985) Cautionary note about R 2. Am Stat 39:279. doi:10.2307/2683704

    Google Scholar 

  • Lacey RF, Pike EB (1989) Water recreation and risks. Ins Water Environ Manag 3:13–21

    Article  Google Scholar 

  • Lepesteur M, McComb AJ, Moore SA (2006) Do we all face the same risk when bathing in the estuary? Water Res 40:2787–2795. doi:10.1016/j.watres.2006.04.025

    Article  Google Scholar 

  • Loaiciga H (1989) Variability of empirical flow quantiles. J Hydraul Eng 115:82–100. doi:10.1061/(ASCE)0733-9429(1989)115:1(82)

    Article  Google Scholar 

  • Mahler BJ, Personné J-C, Lods GF, Drogue C (2000) Transport of free and particulate-associated bacteria in karst. J Hydrol 238:179–193

    Article  Google Scholar 

  • McLellan SL, Daniels AD, Salmore AK (2003) Genetic characterization of Escherichia coli populations from host sources of fecal pollution by using DNA fingerprinting. Appl Environ Microbiol 69:2587–2594. doi:10.1128/AEM.69.5.2587-2594.2003

    Article  Google Scholar 

  • Menjoulet BC, Brye KR, Pirani AL et al (2009) Runoff water quality from broiler litter-amended tall fescue in response to natural precipitation in the Ozark Highlands. J Environ Qual 38:1005. doi:10.2134/jeq2008.0140

    Article  Google Scholar 

  • National Atmospheric Deposition Program (2014) NADP/NTN monitoring location AR27 http://nadp.sws.uiuc.edu/sites/siteinfo.asp?id=AR27&net=NTN. Accessed 9 May 2014

  • National Oceanic Atmospheric Administration (2013) Divisional Data Select. In: Proceedings of the Natl. Ocean. Atmospheric Adm. Natl. Clim. Data Cent. Northwest Div. Ark http://www7.ncdc.noaa.gov/CDO/CDODivisionalSelect.jsp. Accessed 19 Jan 2013

  • Natural Resources Conservation Service (2013) Custom soil report—Benton County. 19. http://websoilsurvey.sc.egov.usda.gov/App/HomePage.htm. Accessed 15 May 2012

  • Neill H, Gutiérrez M, Aley T (2004) Influences of agricultural practices on water quality of tumbling creek cave stream in Taney County, Missouri. Environ Geol 45:550–559. doi:10.1007/s00254-003-0910-2

    Article  Google Scholar 

  • Noble RT, Weisberg SB, Leecaster MK et al (2003) Comparison of beach bacterial water quality indicator measurement methods. Environ Monit Assess 81:301–312

    Article  Google Scholar 

  • Owen MR, Pavlowsky RT (2011) Base flow hydrology and water quality of an Ozarks spring and associated recharge area, southern Missouri, USA. Environ Earth Sci 64:169–183. doi:10.1007/s12665-010-0836-4

    Article  Google Scholar 

  • Panno SV, Hackley KC, Hwang HH, Kelly WR (2001) Determination of the sources of nitrate contamination in karst springs using isotopic and chemical indicators. Chem Geol 179:113–128

    Article  Google Scholar 

  • Panno S, v., Hackley K c., Hwang H h, et al (2006) Characterization and identification of Na-Cl sources in ground water. Ground Water 44:176–187. doi:10.1111/j.1745-6584.2005.00127.x

    Article  Google Scholar 

  • Pasquarell GC, Boyer DG (1995) Agricultural impacts on bacterial water quality in karst groundwater. J Environ Qual 24:959. doi:10.2134/jeq1995.00472425002400050026x

    Article  Google Scholar 

  • Pelloso A (2009) Indiana: big walnut creek, nonpoint source success stories, US EPA. In: Indiana Big Walnut Creek Implement. Base Manag. Pract. Educ. Landowners Reduces Bact. Levels. http://water.epa.gov/polwaste/nps/success319/in_walnut.cfm. Accessed 2 Apr 2014

  • Peterson EW, Davis RK, Orndorff HA (2000) 17 β-Estradiol as an indicator of animal waste contamination in mantled karst aquifers. J Environ Qual 29:826. doi:10.2134/jeq2000.00472425002900030019x

    Article  Google Scholar 

  • Peterson EW, Davis RK, Brahana JV, Orndorff HA (2002) Movement of nitrate through regolith covered karst terrane, northwest Arkansas. J Hydrol 256:35–47

    Article  Google Scholar 

  • Pronk M, Goldscheider N, Zopfi J (2006) Dynamics and interaction of organic carbon, turbidity and bacteria in a karst aquifer system. Hydrogeol J 14:473–484

    Article  Google Scholar 

  • Prüss A (1998) Review of epidemiological studies on health effects from exposure to recreational water. Int J Epidemiol 27:1–9. doi:10.1093/ije/27.1.1

    Article  Google Scholar 

  • Rantz SE (1982) Measurement and computation of streamflow: Volume 1, measurement of stage and discharge. Geological Survey Water-Supply Paper, USA, pp 2175–2313

    Google Scholar 

  • Real Estate Search (2014) Real Estate Search, Arkansas County Data, Benton County. http://www.arcountydata.com/search.asp. Accessed 18 Apr 2014

  • Reed TM, Fryar AE, Brion GM, Ward JW (2011) Differences in pathogen indicators between proximal urban and rural karst springs, Central Kentucky, USA. Environ Earth Sci 64:47–55. doi:10.1007/s12665-010-0816-8

    Article  Google Scholar 

  • Rhodes AL, Newton RM, Pufall A (2001) Influences of land use on water quality of a diverse New England watershed. Environ Sci Technol 35:3640–3645. doi:10.1021/es002052u

    Article  Google Scholar 

  • Rice E, Baird RB, Eaton AD (2012) 9223 Enzyme Substrate Coliform Test. Stand. Methods Exam. In: Rice E, Baird RB, Eaton AD (eds) Water wastewater, 22nd edn. American Public Health Association, Washington, D.C, pp 9–95

    Google Scholar 

  • Schwartz BF, Schwinning S, Gerard B et al (2013) Using hydrogeochemical and ecohydrologic responses to understand epikarst process in semi-arid systems, Edwards Plateau, Texas. USA Acta Cars 42:315–325

    Google Scholar 

  • Soil Survey Staff (2014) Web Soil Survey. In: Soil Data Explor. Sanit. Facil. http://websoilsurvey.sc.egov.usda.gov/App/WebSoilSurvey.aspx. Accessed 7 Apr 2014

  • Steele KF, Widmann RK, Wickliff DS, Parr DL (1986) The effect of rainstorm events on spring water chemistry in limestone terrane.Assoc. Groundw. Sci. Eng. National Water Well Association, San Antonio, pp 50–66

    Google Scholar 

  • Taylor DS, Goodwin DP, Bitting CJ (2009) The Ozark Plateaus: Arkansas. In: Palmer AN, Palmer MV (eds) Caves Karst USA. National Speleological Society, USA, pp 172–179

    Google Scholar 

  • Texas Commission on Environmental Quality (2010) Texas Administrative Code, Environmental Quality, Texas Commission on Environmental Quality, Texas surface water quality standards. http://info.sos.state.tx.us/pls/pub/readtac$ext.TacPage?sl=R&app=9&p_dir=&p_rloc=&p_tloc=&p_ploc=&pg=1&p_tac=&ti=30&pt=1&ch=307&rl=7. Accessed 2 Apr 2014

  • Unc A, Goss MJ (2003) Movement of faecal bacteria through the vadose zone. Water Air Soil Pollut 149:327–337

    Article  Google Scholar 

  • US Census Bureau (2000) American FactFinder, Profile of general demographic characteristics, Bella Vista, Arkansas http://factfinder2.census.gov/faces/tableservices/jsf/pages/productview.xhtml?pid=DEC_00_SF1_DP1. Accessed 12 May 2014

  • US Census Bureau (2010) 2010 Census Interactive Population Map. In: Place Bella Vista. https://www.census.gov/2010census/popmap/index.php. Accessed 2 Apr 2014

  • US Geological Survey (2001) National water information system (NWISWeb) [Groundwater]: U. S. Geological Survey database. http://cida.usgs.gov/nawqa_queries_public/jsp/gwmaster.jsp. Accessed 3 Dec 2010

  • US Environmental Protection Agency (2009) Escherichia coli (E. coli) in water by membrane filtration using modified membrane-Thermotolerant Escherichia coli Agar (Modified mTEC). USA

  • Usrey FD (2013) Assessment of Escherichia coli concentrations in the surface waters of Buffalo National River: 2009 to 2012. Buffalo National River Report, National Park Service 33

    Google Scholar 

  • Vesper DJ (2007) Karst resources and other applied issues. Front. Karst Res. Proc. Recomm. Workshop Held May 3 5 2007 San Antonia Tex. USA. Karst Waters Institute, pp 65–73

Download references

Acknowledgments

Funding for this research was provided by the Geological Society of America and the National Speleological Society. This manuscript was developed under STAR Fellowship Grant Number FP917347 awarded by the US Environmental Protection Agency (EPA). It has not been formally reviewed by the EPA. The views expressed in this manuscript are solely those of Katherine J. Knierim, and EPA does not endorse any products or commercial services mentioned in this manuscript. Any use of trade, firm, or product names is for descriptive purposes only and does not imply endorsement by the US Government. The Arkansas Water Resources Center Water Quality Laboratory provided analytical support. Special thanks are given to the Bella Vista Property Owner’s Association for use of the research site and non-monetary support. Comments from three anonymous reviewers were appreciated and contributed to improvement of this manuscript.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Katherine J. Knierim.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Knierim, K.J., Hays, P.D. & Bowman, D. Quantifying the variability in Escherichia coli (E. coli) throughout storm events at a karst spring in northwestern Arkansas, United States. Environ Earth Sci 74, 4607–4623 (2015). https://doi.org/10.1007/s12665-015-4416-5

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12665-015-4416-5

Keywords

Navigation