TECHNICAL PAPERS
Dec 23, 2010

Modeling Escherichia Coli and Its Sources in an Urban Bayou with Hydrologic Simulation Program—FORTRAN

Publication: Journal of Environmental Engineering
Volume 137, Issue 6

Abstract

Bacterial levels in Buffalo Bayou in Houston commonly exceed contact recreation standards. Potential sources of bacteria include wastewater treatment plants, sanitary sewer overflows, septic systems, wet and dry nonpoint-source discharges via direct runoff and pipes, direct deposition, and sediment. A water-quality model in the Hydrologic Simulation Program—FORTRAN (HSPF) was calibrated and validated for hydrology, sediment, and Escherichia coli and subsequently used to evaluate the impacts of the bacterial sources in the watershed. In addition, simple estimates of bacterial loads were calculated along with source evaluations from load duration curves. Load reductions based upon the simple estimates indicated that water-quality standards were met by reducing dry-weather indicator bacterial loads by 69% and wet-weather loads by 98%. When these load reductions were implemented in the HSPF model, however, standards were not met under dry-weather conditions. Residual nonpoint-source loading was found to cause the discrepancy between simple load estimate calculations and the developed water-quality model. This paper demonstrates that runoff can play a significant role in maintaining high levels of bacteria under all flow conditions and that understanding the temporal variations in bacterial source loading is critical to ensure that load reductions will achieve water-quality standards.

Get full access to this article

View all available purchase options and get full access to this article.

Acknowledgments

This work was supported by the Texas Commission on Environmental Quality. The writers gratefully acknowledge the feedback provided on the manuscript by two anonymous reviewers.

References

American Association of State Highway and Transportation Officials (AASHTO). (2009). “AASHTO 2009 Annual Meeting.” Washington, DC.
Ashbolt, N. J., Grohmann, G. S., and Kueh, C. (1993). “Significance of specific bacterial pathogens in the assessment of polluted receiving waters of Sydney.” Water Sci. Technol., 27, 449–452.
Baba, J., and Komar, P. D. (1981). “Measurements and analysis of settling velocities of natural quartz sand grains.” J. Sediment. Petrol., 51(2), 631–640.
Beaudeau, P., Tousset, N., Bruchon, F., Lefevre, A., and Taylor, H. D. (2001). “In situ measurement and statistical modeling of Escherichia coli decay in small rivers.” Water Res., 35(13), 3168–3178.
Benham, B. L., et al. (2005). “Development of bacteria and benthic total maximum daily loads: A case study, Linville Creek, Virginia.” J. Environ. Qual., 34(5), 1860–1872.
Bicknell, B. R., Imhoff, J. C., John, L., Kittle, J., Anthony, S., and Donigian, J. (1996). Hydrological simulation program—Fortran user’s manual for release 11, Environmental Research Laboratory, Athens, GA.
Borst, M., and Selvakumar, A. (2003). “Particle-associated microorganisms in stormwater runoff.” Water Res., 37(1), 215–223.
Bowie, G. L., et al. (1985). “Rates, constants, and kinetics formulations in surface water quality modeling.” EPA/600-3-85-040, 2nd Ed., U.S. EPA, Athens, GA.
Brion, G. M., and Lingireddy, S. (1999). “Neural network approach to identifying non-point sources of microbial contamination.” Water Res., 33(14), 3099–3106.
Brown, D. W., and Paul, E. M. (1995). “Summary statistics and graphical comparisons of specific conductance, temperature, and dissolved oxygen data, Buffalo Bayou, Houston, Texas, April 1986–March 1991.” USGS, Austin, TX.
Burton, G. A., Jr., Gunnison, D., and Lanza, G. R. (1987). “Survival of pathogenic bacteria in various freshwater sediments.” Appl. Environ. Microbiol., 53(4), 633–638.
Butcher, J. B. (2003). “Buildup, washoff, and event mean concentrations.” J. Am. Water Resour. Assoc., 39(6), 1521–1528.
Butler, R. W., ed. (1992). “Great blue heron.” The birds of North America, No. 25, American Ornithologists’ Union, Washington, DC.
Crabill, C., Donald, R., Snelling, J., Foust, R., and Southam, G. (1999). “Impact of sediment fecal coliform reservoirs on seasonal water quality in Oak Creek, Arizona.” Water Res., 33(9), 2163–2171.
Donigian, A. S., and Love, J. T. (2003). “Sediment calibration procedures and guidelines for watershed modeling.” TMDL 2003, Water Environment Federation, Chicago.
Dumas, J. V., ed. (2000). “Roseate spoonbill (Ajaia ajaja).” The birds of North America, No. 290. American Ornithologists’ Union, Washington, DC.
Easton, J. H., Lalor, M. M., Gauthier, J. J., and Pitt, R. E. (2001). “Pathogen decay in urban streams.” American Water Resources Association Annual Spring Specialty Conf. Proc.: Water Quality Monitoring and Modeling, San Antonio, 169–174.
Edwards, D. R., Larson, B. T., and Lin, T. T. (2000). “Runoff nutrient and fecal coliform content from cattle manure application to fescue plots.” J. Am. Water Resour. Assoc., 36(4), 711–721.
Embrey, S. S. (2001). “Microbiological quality of Puget Sound basin streams and identification of contaminant sources.” J. Am. Water Resour. Assoc., 37(2), 407–421.
Gordon, W. S., Famigleietti, J. S., Fowler, N. L., Kittel, T. G. F., and Hibbard, K. A. (2004). “Validation of simulated runoff from six terrestrial ecosystem models: Results from VEMPA.” Ecol. Appl., 14(2), 527–545.
Gronewold, A. D., and Wolpert, R. L. (2008). “Modeling the relationship between most probable number (MPN) and colony-forming unit (CFU) estimates of fecal coliform concentration.” Water Res., 42(13), 3327–3334.
Houston-Galveston Area Council (H-GAC). (2003). “2002 regional land cover data.” Houston.
Huysman, F., and Verstraete, W. (1993). “Effect of cell surface characteristics on the adhesion of bacteria to soil particles.” Biol. Fertil. Soils, 16, 21–26.
Im, S., Brannan, K. M., Mostaghimi, S., and Cho, J. (2004). “Simulating fecal coliform bacteria loading from an urbanizing watershed.” J. Environ. Sci. Health A, Toxic/Hazard. Subst. Environ. Eng., A39(3), 663–679.
Jamieson, R. C., Joy, D. M., Lee, H., Kostaschuk, R., and Gordon, R. J. (2005). “Transport and deposition of sediment-associated Escherichia coli in natural streams.” Water Res., 39(12), 2665–2675.
Kashefipour, S. M., Lin, B., Falconer, R. A., and Harris, E. (2002). “Hydro-environmental modelling for bathing water compliance of an estuarine basin.” Water Res., 36(7), 1854–1868.
Kushlan, J. A., and Bildstein, K. L., eds. (1992). “White ibis.” The birds of North America, No. 9, American Ornithologists’ Union, Washington, DC.
Lamont, S. J., Eli, R. N., and Fletcher, J. J. (2005). “The calibration of a complex watershed model in sparse data environments.” 2005 Watershed Management Conf.: Managing Watersheds for Human and Natural Impacts: Engineering, Ecological and Economic Challenges,, Environmental and Water Resources Institute, ASCE, Williamsburg, VA.
Liu, L., et al. (2006). “Modeling the transport and inactivation of E. coli and enterococci in the near-shore region of Lake Michigan.” Environ. Sci. Technol., 40(16), 5022–5028 (2000).
Lowther, P. E., and Paul, R. T., eds. (2002). “Reddish egret (Egretta rufescens).” The birds of North America, No. 633, American Ornithologists’ Union, Washington, DC.
Mallin, M. A., Williams, K. E., Esham, E. C., and Lowe, R. P. (2000). “Effect of human development on bacteriological water quality in coastal watersheds.” Ecol. Appl., 10(4), 1047–1056.
MapTech Inc. (2000). “Fecal coliform TMDL (total maximum daily load) development for Upper Blackwater River, Virginia.” Rep. for Virginia Dept. of Environmental Quality and Virginia Dept. of Conservation and Recreation, Blacksburg, VA.
McCrimmon, D. A., Ogden, J. C., and Bancroft, G. T. (2001). “Great egret (Ardea alba).” The birds of North America, No. 570,.A. Poole and F. Gill, eds., American Ornithologists’ Union, Washington, DC.
Moyer, D. L., and Hyer, K. E. (2003a). Use of the Hydrological Simulation Program—FORTRAN and bacterial source tracking for development of the fecal coliform total maximum daily load (TMDL) for Accotink Creek, Fairfax County, Virginia, USGS, Richmond, VA.
Moyer, D. L., and Hyer, K. E. (2003b). Use of the Hydrological Simulation Program—FORTRAN and bacterial source tracking for development of the fecal coliform total maximum daily load (TMDL) for Blacks Run, Rockingham County, Virginia, USGS, Richmond, VA.
Moyer, D. L., and Hyer, K. E. (2003c). Use of the Hydrological Simulation Program—FORTRAN and bacterial source tracking for development of the fecal coliform total maximum daily load (TMDL) for Christians Creek, Augusta County, Virginia, USGS, Richmond, VA.
Muirhead, R. W., Davies-Colley, R. J., Donnison, A. M., and Nagels, J. W. (2004). “Faecal bacteria yields in artificial flood events: Quantifying in-stream stores.” Water Res., 38, 1215–1224.
Nash, J., and Sutcliffe, J. (1970). “River flow through conceptual models. Part I: a discussion of principles.” J. Hydrol. (Amsterdam), 10, 282–290.
National Oceanic and Atmospheric Administration. (2001). “Divisional normals and standard deviations of temperature, precipitation, and heating and cooling degree days: 1971–2000 (and previous normal periods) Section 1: Precipitation.” Climatograph of the United States 85, Asheville, NC.
National Weather Service. (2001). “Storm summary number 52 for the history of Allison.” Hydrological Prediction Center.
Natural Resource Conservation Service (NRCS). (1994). “STATSGO Soils.” Texas Natural Resources Information System, 〈http://www.tnris.state.tx.us/DigitalData/data_cat.htm〉 (Jul. 2002).
Paul, S., Haan, P. K., Matlock, M. D., Mukhtar, S., and Pillai, S. D. (2004). “Analysis of the HSPF water quality parameter uncertainty in predicting peak in-stream fecal coliform concentrations.” Trans. ASAE, 47(1), 69–78.
Petersen, T. M., Rifai, H. S., Suarez, M. P., and Stein, R. (2006). “Status and trends of fecal indicator bacteria in two urban watersheds.” Water Environ. Res., 78(12), 2340–2355.
Petersen, T. M., Suarez, M. P., and Rifai, H. S. (2005). “Bacteria loads from point and nonpoint sources in an urban watershed.” J. Environ. Eng., 131(10), 1414–1425.
Ryder, R. A. and Manry, D. E., eds. (1994). “White-faced ibis (Pledgadis chihi).” The birds of North America, No. 130, American Ornithologists’ Union, Washington, DC.
Sanders, B. F., Arega, F., and Sutula, M. (2005). “Modeling the dry-weather tidal cycling of fecal indicator bacteria in surface waters of an intertidal wetland.” Water Res., 39(14), 3394–3408.
Scholl, M. A., and Harvey, R. W. (1992). “Laboratory investigations on the role of sediment surface and groundwater chemistry in transport of bacteria through a contaminated sandy aquifer.” Environ. Sci. Technol., 26, 1410–1417.
Segond, M. L., Wheater, H. S., and Onof, C. (2007). “The significance of spatial rainfall representation for flood runoff estimation: A numerical evaluation based on the Lee catchment, UK.” J. Hydrol. (Amsterdam), 347(1-2), 116–131.
Stiles, T. C. (2001). “A simple method to define bacteria TMDLs in Kansas.” American Water Resources Association, St. Louis.
Tchobanoglous, G., and Burton, F. L., eds. (1991). Wastewater engineering treatment disposal and reuse, McGraw-Hill, New York.
Telfair, R. C. and Morrison, M. L., eds. (2005). “Neotropic cormorant (Phalacrocorax brasilianus).” The birds of North America, No. 137. American Ornithologists’ Union, Washington, DC.
Texas Commission on Environmental Quality (TCEQ). (2000). Texas Water Quality Inventory 2000. 〈www.tceq.texas.gov/assets/public/ comm_exec/pubs/sfr/050_00/index.html〉.
Texas Evapotranspiration Network. (2005). “TexasET.” Texas A&M Univ.
Tian, Y. Q., Gong, P., Radke, J. D., and Scarborogh, J. (2002). “Spatial and temporal modeling of microbial contaminants on grazing farmlands.” J. Environ. Qual., 31(3), 860–869.
Todd, D. A., and Bedient, P. B. (1985). “Stream dissolved oxygen analysis and control.” J. Environ. Eng., 111(3), 336–352.
United States Census Bureau. (2000). “Census Fact Finder.” Washington, DC.
U.S. EPA. (2000a). “Bacterial indicator tool user's guide.” EPA-832-B-01-003, Washington, DC.
U.S. EPA. (2000b). “BASINS technical note 6: Estimating hydrology and hydraulic parameters for HSPF.” 823-R00-012, Washington, DC.
U.S. EPA. (2002). “Onsite wastewater treatment system manual.” EPA/625/R-00/008, Washington, DC.
U.S. EPA. (2003). “EPA’s BEACH watch program: 2002 swimming season.” Washington, DC.
U.S. EPA. (2004). “Rep. to Congress: Impacts and control of CSOs and SSOs.” EPA 833-R-04-001, Washington, DC.
U.S. EPA. (2007). “Better assessment science integrating point and nonpoint sources (BASINS) software system.” Washington, DC.
USGS. (1999). “30-m digital elevation model.” (Feb. 14, 2004).
Weiskel, P. K., Howes, B. L., and Heufleder, G. R. (1996). “Coliform contamination of coastal embayment: sources and transport pathways.” Environ. Sci. Technol., 30(6), 1872–1881.
Wilkinson, J., Kay, D., Wyer, M., and Jenkins, A. (2006). “Processes driving the episodic flux of faecal indicator organisms in streams impacting on recreational and shellfish harvesting waters.” Water Res., 40, 153–161.
Zeckoski, R. W., et al. (2005). “BSLC: A tool for bacteria source characterization for watershed management.” Appl. Eng. Agric., 21(5), 879–889.

Information & Authors

Information

Published In

Go to Journal of Environmental Engineering
Journal of Environmental Engineering
Volume 137Issue 6June 2011
Pages: 487 - 503

History

Received: Nov 11, 2008
Accepted: Dec 20, 2010
Published online: Dec 23, 2010
Published in print: Jun 1, 2011

Permissions

Request permissions for this article.

Authors

Affiliations

Christina M. Petersen [email protected]
Water Resources Engineer, Camp Dresser and McKee, 3050 Post Oak Blvd., Suite 300, Houston, TX 77056 (corresponding author). E-mail: [email protected]
Hanadi S. Rifai
Associate Professor, Univ. of Houston, Dept. of Civil and Environmental Engineering, 4800 Calhoun, Room N107D, Houston, TX 77204-4003.
Gian C. Villarreal
Engineer, RBF Consulting, Carlsbad, CA.
Ronald Stein
Team Leader, Texas Commission on Environmental Quality, Total Maximum Daily Load Team, MC 205, P.O. Box 13087, Austin, TX 78711-3087.

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

Cited by

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share