TECHNICAL PAPERS
Aug 15, 2011

Mass Balance and Water Quality Modeling for Load Allocation of Escherichia coli in an Urban Watershed

Publication: Journal of Water Resources Planning and Management
Volume 137, Issue 5

Abstract

A modeling approach based on mass balance coupled with the Hydrologic Simulation Program in FORTRAN (HSPF) is developed in this study to evaluate bacteria reduction strategies and their impact on water quality for an urban watershed in Texas. This approach allowed for spatial and temporal representation of bacteria loading from the adjacent watershed that was balanced with in-stream loading. This decreased the uncertainty in source loading estimates and reduced the number of variables requiring calibration. The resulting model is used to investigate whether reduction goals calculated by using the mass balance data alone would actually achieve water quality standards. Results indicate that 100% elimination of runoff loads would be required to achieve the applicable standards, which is a somewhat unrealistic and costly endeavor. The utility of the developed model is further demonstrated by investigating spatial reduction strategies targeting the various bacteria sources in the watershed. Results indicate that a 99% elimination of the upstream dry weather loading led to water quality compliance in the downstream subbasins. The modeling approach also indicates that the water body had a higher probability of achieving the single-sample standard than the geometric mean standard.

Get full access to this article

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

References

Ackerman, D., Schiff, K. C., and Weisberg, S. B. (2005). “Evaluating HSPF in an arid, urbanized watershed.” J. Am. Water Works Assoc., 41(2), 477–486.
Anderson, K. L., Whitlock, J. E., and Harwood, V. J. (2005). “Persistence and differential survival of fecal indicator bacteria in subtropical waters and sediments.” Appl. Environ. Microbiol., 71(6), 3041–3048.
Baird, C., Jennings, M., Ockerman, D., and Dybala, T. (1996). “Characterization of nonpoint sources and loadings to Corpus Christi Bay.” CCBNEP-05, U.S. EPA National Estuary Program, Washington, DC, 239.
Benham, B. L., et al. (2006). “Modeling bacteria fate and transport in watersheds to support TMDLs.” Trans. ASABE, 49(4), 987–1002.
Bosch, D. J., Ogg, C., Osei, E., and Stoecker, A. L. (2006). “Economic models for TMDL assessment and implementation.” Trans. ASABE, 49(4), 1051–1065.
Butcher, J. B. (2003). “Buildup, washoff, and event mean concentrations.” J. Am. Water Works Assoc., 39(6), 1521–1528.
Butler, R. W. (1992). “Great blue heron.” The birds of North America, No. 25, A. Poole, P. Stettenheim, and F. Gill, eds., Academy of Natural Sciences and American Ornithologists’ Union, Philadelphia and Washington, DC.
Characklis, G. W., Dilts, M. J., Simmons, O. D., Likirdopulos, C. A., Krometis, L.-A. H., and Sobsey, M. D. (2005). “Microbial partitioning to settleable particles in stormwater.” Water Res., 39, 1773–1782.
Craig, D. L., Cromar, N. J., and Fallowfield, H. J. (2002). “Enumeration of faecal coliforms from recreational coastal sites: Evaluation of techniques for the separation of bacterial from sediment.” J. Appl. Microbiol., 93(4), 557–565.
Craig, D. L., Fallowfield, H. J., and Cromar, N. J. (2004). “Use of microcosms to determine persistence of Escherichia coli in recreational coastal water and sediment and validation with in situ measurements.” J. Appl. Microbiol., 96, 922–930.
Desai, A. M., Rifai, H., Helfer, E., Moreno, N., and Stein, R. (2010). “Statistical investigations into indicator bacteria concentrations in Houston metropolitan watersheds.” Water Environ. Res., 82(4), 302–318.
Donigian, A. S. (2002). “Watershed model calibration and validation: The HSPF experience.” Proc., National TMDL Science and Policy, Water Environment Federation, Alexandria, VA.
Donigian, A., Imhoff, J., Bicknell, B., and Kittle, J. (1984). “Application guide for HSPF.” Rep. EPA-600/3-84-064, U.S. EPA, Washington, DC.
Donigian, A. S., and Love, J. T. (2003). “Sediment calibration procedures and guidelines for watershed modeling.” Proc., TMDL, Water Environment Federation, Alexandria, VA.
Dufour, A. P. (1983). “Freshwater recreational water quality and swimming-associated illness.” Proc., 2nd National Symp. on Municipal Wastewater Disinfection (EPA-600/9-83-009), U.S. EPA, Cincinatti, OH.
Eleria, A., and Vogel, R. M. (2005). “Predicting fecal coliform bacteria levels in the Charles River, Massachusetts, USA.” J. Am. Water Resour. Assoc., 41(5), 1195–1209.
Exum, L. R., Bird, S. L., Harrison, J., and Perkins, C. A. (2005). “Estimating and projecting impervious cover in the southeastern United States.” EPA/600/R-05/061, U.S. EPA, Athens, GA.
Francy, D. S., Gifford, A. M., and Darner, R. A. (2002). “Escherichia coli at Ohio bathing beaches—Distribution, sources, wastewater indicators, and predictive modeling.” Rep. 02-4285, Water-Resources Investigations, U.S. Geological Survey, Reston, VA, 47.
Frenzel, S. A., and Couvillion, C. S. (2002). “Fecal-indicator bacteria in streams along a gradient of residential development.” J. Am. Water Resour. Assoc., 38(1), 265–273.
Harris County Flood Control District (HCFCD). (1995). “HEC-1 and HEC-2 model.” Houston.
Houston-Galveston Area Council (H-GAC). (2003). “2002 regional land cover data.” Houston.
Hellweger, F. L., and Masopust, P. (2008). “Investigating the fate and transport of Escherichia coli in the Charles River, Boston, using high-resolution observation and modeling.” J. Am. Water Resour. Assoc., 44(2), 509–522.
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., 39(3), 663–679.
Jamieson, R. C., Douglas, M. J., Lee, H., Kostaschuk, R., and Gordon, R. J. (2005a). “Resuspension of sediment-associated Escherichia coli in a natural stream.” J. Environ. Qual., 34, 581–589.
Jamieson, R., Joy, D. M., Lee, H., Kostaschuk, R., and Gordon, R. (2005b). “Transport and deposition of sediment-associated Escherichia coli in natural streams.” Water Res., 39, 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.
Kim, S. M., Benham, B. L., Brannan, K. M., Zeckoski, R. W., and Yagow, G. R. (2007). “Water quality calibration criteria for bacteria TMDL development.” Appl. Eng. Agric., 23(2), 171–176.
Laroche, A. M., Gallichand, J., Lagace, R., and Pesant, A. (1996). “Simulating atrazine transport with HSPF in an agricultural watershed.” J. Environ. Eng., 122(7), 622–630.
LaWare, P., and Rifai, H. S. (2006). “Modeling fecal coliform contamination in the Rio Grande.” J. Am. Water Resour. Assoc., 42(2), 337.
Leclerc, H., Mossel, D. A. A., Edberg, S. C., and Struijk, C. B. (2001). “Advances in the bacteriology of the coliform group: Their suitability as markers of microbial water safety.” Annu. Rev. Microbiol., 55(1), 201–234.
Li, C., and Huo, Q. (2003). “Integrated point and non point source modeling of fecal coliform in Whippany Watershed, New Jersey.” World Water & Environmental Resources Congress 2003 and related symposia, ASCE, Reston, VA, 1991–2000.
Lian, Y., Demissie, M., and Chan, I.-C. (2005). “Increasing HSPF model performance by improving FTABLEs: Case studies on the Illinois River basin.” Proc., World Water and Environmental Resources Congress, Curran Associates, Red Hook, NY.
Malcolm Pirnie, Inc. (2003). “Screening-level sampling and analysis report, fifteen channels.” Rep. 4050-003 Prepared for Harris County Flood Control District, Schaumburg, IL.
Metcalf, and Eddy, W. R. E. (1971). “Storm water management model.” EPA-11024 DOC 07/71, University of Florida, Gainesville, FL.
Mishra, A., Kar, S., and Raghuwanshi, N. S. (2009). “Modeling nonpoint source pollutant losses from a small watershed using HSPF model.” J. Environ. Eng., 135(2), 92–100.
Moyer, D. L., and Hyer, K. E. (2003). “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.” Rep. 03-4160, Water-Resources Investigations, U.S. Geological Survey, Reston, VA,
Natural Resource Conservation Service (NRCS). (1994). State Soil Geographic (STATSGO) database, Washington, DC.
Nevers, M. B., and Whitman, R. L. (2005). “Nowcast modeling of Escherichia coli concentrations at multiple urban beaches of southern Lake Michigan.” Water Res., 39(20), 5250–5260.
Parveen, S., Murphree, R. L., and Tamplin, M. L. (1996). “Differentiating point and nonpoint sources of Escherichia coli in an estuarine environment by multiple antibiotic resistance and ribotype profile.” Abstracts of the 96th General Meeting of the American Society for Microbiology, Washington, DC., 469.
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. (2003). “Characterizing and modeling pathogens in Whiteoak bayou.” M. S. thesis, Univ. of Houston, Houston.
Petersen, T. M. (2006). “Spatial and temporal modeling of Escherichia coli sources and load allocations in an urban watershed.” Ph.D. dissertation, Univ. of Houston, Houston.
Petersen, T. M., Rifai, H. S., and Stein, R. (2009). “Bacteria load estimator spreadsheet tool (BLEST) for modeling spatial Escherichia coli loads to an urban bayou.” J. Environ. Eng., 135(4), 203–218.
Petersen, T. M., Suarez, M. P., Rifai, H. S., and Stein, R. (2005). “Bacteria loads from point and nonpoint sources in an urban watershed.” J. Environ. Eng., 131(10), 1414–1425.
Rasmussen, P. P., and Ziegler, A. C. (2003). “Comparison and continuous estimates of fecal coliform and Escherichia coli bacteria in selected Kansas streams, May 1999 through April 2002.” Rep. 03-4056, Water-Resources Investigations, U.S. Geological Survey, Reston, VA.
Reeves, R. L., Grant, S. B., Morse, R. D., Oancea, C. M. C., Sanders, B. F., and Boehm, A. B. (2004). “Scaling and management of fecal indicator bacteria in runoff from a coastal urban watershed in southern California.” Environ. Sci. Technol., 38(9), 2637–2648.
Sadeghi, A. M., and Arnold, J. G. (2002). “A SWAT/microbial sub-model for predicting pathogen loading in surface and groundwater at watershed and basin scales.” Proc., Total Maximum Daily Load (TMDL) Environmental Regulations, American Society of Agricultural Engineers, St. Joseph, MI, 56–63.
Servais, P., Garcia-Armisen, T., George, I., and Billen, G. (2007). “Fecal bacteria in the rivers of the Seine drainage network (France): Sources, fate and modelling.” Sci. Total Environ., 375(1–3), 152–167.
Shirinian-Orlando, A. A., and Uchrin, C. G. (2007). “Modeling the hydrology and water quality using BASINS/HSPF for the upper Maurice River watershed, New Jersey.” J. Environ. Sci. Health A, Toxic/Hazard. Subst. Environ. Eng., 42(3), 289.
Shirmohammadi, A., et al. (2006). “Uncertainty in TMDL models.” Trans. ASABE, 49(4), 1033–1049.
Srinivasan, M. S., Hamlett, J. M., Day, R. L., Sams, J. I., and Petersen, G. W. (1998). “Hydrologic modeling of two glaciated watersheds in northeast Pennsylvania.” J. Am. Water Resour. Assoc., 34(4), 963–978.
Staley, N., Bright, T., Zeckoski, R. W., Benham, B. L., and Brannan, K. M. (2005). “A comparison of HSPF simulations using FTABLEs generated by field and computer-based data.” Annual Int. Meeting, American Society of Agricultural Engineers, St. Joseph, MI.
Stiles, T. C. (2001). “A simple method to define bacteria TMDLs in Kansas.” Proc., TMDL Science Issues Conf., Water Environment Federation and Assocation of State and Interstate Water Pollution Control Administrators, Alexandria, VA, and Washington, DC.
Storm Water Management Joint Task Force. (2002). “Annual report for the national pollutant discharge elimination system.” City of Houston, Harris County Flood Control District, and Texas DOT, Houston.
Sun, D., Sucsy, P., Belaineh, G., Christian, D., and Carter, E. (2006). “Modeling water quality in Indian River Lagoon, Florida.” Proc., Int. Conf. on Estuarine and Coastal Modeling, ASCE, Reston, VA, 486.
Surbeck, C. Q., Jiang, S. C., Ahn, J. H., and Grant, S. B. (2006). “Flow fingerprinting fecal pollution and suspended solids in stormwater runoff from an urban coastal watershed.” Environ. Sci. Technol., 40(14), 4435–4441.
Texas Commission on Environmental Quality (TCEQ). (2002). “Texas 303(d) list of impaired water bodies.” Austin, TX.
Texas Water Development Board (TWDB). (2000). “Evaporation/precipitation data for Texas.” Austin, TX.
Traister, E., and Anisfeld, S. C. (2006). “Variability of indicator bacteria at different time scales in the upper Hoosic River watershed.” Environ. Sci. Technol., 40(16), 4990–4995.
U.S. EPA. (1986). “Ambient water quality criteria for bacteria.” EPA-440/4-84-002, Washington, DC.
U.S. EPA. (1994). Water quality standards handbook, Washington, DC.
U.S. EPA. (2000). Bacterial indicator tool user’s guide, Washington, DC.
U.S. EPA. (2001). “BASINS user’s manual.” EPA 823-8-01-001, Washington, DC.
U.S. EPA. (2004). “Report to Congress: Impacts and control of CSOs and SSOs.” EPA 833-R-04-001, Washington, DC.
U.S. EPA. (2007). National water quality inventory: Report to Congress, Washington, DC.
United States Geological Survey (USGS). (1999). “30-m digital elevation model.” Reston, VA.
U.S. Geological Survey (USGS). (2001). “Water resource data Texas, water year 2001.” Reston, VA.
Young, K. D., and Thackston, E. L. (1999). “Housing density and bacterial loading in urban streams.” J. Environ. Eng., 125(12), 1177–1180.
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 Water Resources Planning and Management
Journal of Water Resources Planning and Management
Volume 137Issue 5September 2011
Pages: 412 - 427

History

Received: Feb 23, 2010
Accepted: Oct 9, 2010
Published online: Aug 15, 2011
Published in print: Sep 1, 2011

Permissions

Request permissions for this article.

Authors

Affiliations

Anuradha Desai, Ph.D.
Ph.D. Candidate, Civil and Environmental Engineering Dept., Univ. of Houston, Houston, TX 77054.
Hanadi S. Rifai, Ph.D., F.ASCE [email protected]
P.E.
Professor, Civil and Environmental Engineering Dept., Univ. of Houston, Houston, TX 77054 (corresponding author). E-mail: [email protected]
Tina M. Petersen, Ph.D.
P.E.
Water Resources Engineer, CDM Inc., 3050 Post Oak Blvd., Suite 300, Houston, TX 77056.
Ron Stein, Ph.D.
Project Manager, Texas Commission on Environmental Quality, 12100 Park 35 Circle, Austin, TX 78753.

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