State-of-the-Art Reviews
Oct 31, 2018

Watershed Models for Development and Implementation of Total Maximum Daily Loads

Publication: Journal of Hydrologic Engineering
Volume 24, Issue 1

Abstract

This paper reviews 14 prevalent watershed models for their capabilities, credibility, and suitability in total maximum daily load (TMDL) development and implementation. Brief descriptions of the models, including sources, capabilities, and applicability are presented. General information such as intended watershed and simulation types, simulated outputs, uncertainty analysis capabilities, graphical user interface, and availability are also presented. Mathematical bases of the hydrologic and water quality simulations, which indicate credibility, expected performance, and accuracy, and dictate model features (e.g., structure, input data, and parameters) are presented. Routing procedures, the backbones of the models, are compared and ranked. The Gridded Surface and Subsurface Hydrologic Analysis (GSSHA) and MIKE SHE (Système Hydrologique Européen) models rank high on overland and Storm Water Management Model (SWMM) on channel/pipe flow routing as the most accurate for representation of the physical processes and also the most numerically complex. The Generalized Watershed Loading Function (GWLF) and Spreadsheet Tool for the Estimation of Pollutant Load (STEPL) rank at the bottom on both the aspects. The rest of the models are in between, although the Dynamic Watershed Simulation Model (DWSM) is computationally efficient among kinematic wave models. Notable strengths and limitations of the models for TMDL development and implementation are presented. All these provide valuable information on the models, not readily available in a concise form elsewhere, to compare and help determine relative credibility and make informed selections for TMDLs and similar studies. Future research should focus on further comparisons of the models based on other key aspects such as simulation capabilities of processes, uncertainty analysis, required resources, and performances on watersheds followed by developing better models or improving existing ones by strengthening the weaknesses found. Robust physically based algorithms, uncertainty analysis capabilities, and use of remotely sensed and high-resolution data are recommended to be part of the model improvements.

Get full access to this article

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

Acknowledgments

The paper is based on the work of the ASCE-EWRI TMDL Analysis and Modeling Task Committee (2017) as presented in its report. All the authors of this paper are current members of this committee. However, only Dr. Borah, Dr. Padmanabhan, and Dr. Mohamoud had participated in the preparation of the report along with other committee members, as listed in the report for their contributions. We like to acknowledge Dr. Saurav Kumar, a member of the committee, for sharing his recent search results from the TMDL Report Selection tool that he developed as part of the committee work and presented in its report.

References

Arabi, M., R. Govindaraju, and M. Hantush. 2006a. “Role of watershed subdivision on evaluation of long-term impact of best management practices on water quality.” J. Am. Water Resour. Assoc. 42 (2): 513–528. https://doi.org/10.1111/j.1752-1688.2006.tb03854.x.
Arabi, M., R. S. Govindaraju, and M. M. Hantush. 2006b. “Cost-effective allocation of watershed management practices using a genetic algorithm.” Water Resour. Res. 42 (10): W10429. https://doi.org/10.1029/2006WR004931.
Arnold, J. G., R. Srinivasan, R. S. Muttiah, and J. R. Williams. 1998. “ Large area hydrologic modeling and assessment. Part I: Model development.” J. Am. Water Resour. Assoc. 34 ( 1 ): 73 – 89. https://doi.org/10.1111/j.1752-1688.1998.tb05961.x.
ASCE-EWRI TMDL Analysis and Modeling Task Committee. 2017. Total maximum daily load analysis and modeling: Assessment of the practice. Reston, VA : ASCE.
Beasley, D., L. Huggins, and A. Monke. 1980. “ ANSWERS: A model for watershed planning.” Trans. ASAE 23 ( 4 ): 938 – 944. https://doi.org/10.13031/2013.34692.
Bicknell, B., J. Imhoff, J. Kittle Jr., T. Jobes, A. Donigian Jr., and R. Johanson. 2001. Hydrological simulation program—Fortran: HSPF version 12 user’s manual. Mountain View, CA : AQUA TERRA Consultants.
Bingner, R., and F. Theurer. 2001. AnnAGNPS technical processes: Documentation version 3. Oxford, MS : Agricultural Research Service, US Dept. of Agriculture.
Borah, D. K. 2011. “ Hydrologic procedures of storm event watershed models: A comprehensive review and comparison.” Hydrol. Processes 25 ( 22 ): 3472 – 3489. https://doi.org/10.1002/hyp.8075.
Borah, D. K., J. G. Arnold, M. Bera, E. C. Krug, and X.-Z. Liang. 2007. “ Storm event and continuous hydrologic modeling for comprehensive and efficient watershed simulations.” J. Hydrol. Eng. 12 ( 6 ): 605 – 616. https://doi.org/10.1061/(ASCE)1084-0699(2007)12:6(605).
Borah, D. K., and M. Bera. 2003. “ Watershed-scale hydrologic and nonpoint-source pollution models: Review of mathematical bases.” Trans. ASAE 46 ( 6 ): 1553 – 1566. https://doi.org/10.13031/2013.15644.
Borah, D. K., and M. Bera. 2004. “ Watershed-scale hydrologic and nonpoint-source pollution models: Review of applications.” Trans. ASAE 47 ( 3 ): 789 – 803. https://doi.org/10.13031/2013.16110.
Borah, D. K., M. Bera, and R. Xia. 2004. “ Storm event flow and sediment simulations in agricultural watersheds using DWSM.” Trans. ASAE 47 ( 5 ): 1539 – 1559. https://doi.org/10.13031/2013.17633.
Borah, D. K., J. L. Martin, and G. Padmanabhan. 2016. “TMDL model selections: Simple analytical to complex hydrodynamic and water quality models.” In Proc., ASCE-EWRI World Environmental and Water Resources Congress. Reston, VA: ASCE-EWRI.
Borah, D. K., R. Xia, and M. Bera. 2002. “DWSM—A dynamic watershed simulation model.” In Mathematical models of small watershed hydrology and applications, edited by V. F. Singh and D. K. Frevert, 113–166. Highlands Ranch, CO: Water Resources Publications.
Bouraoui, F., and T. A. Dillaha. 1996. “ ANSWERS-2000: Runoff and sediment transport model.” J. Environ. Eng. 122 ( 6 ): 493 – 502. https://doi.org/10.1061/(ASCE)0733-9372(1996)122:6(493).
Bouraoui, F., and T. A. Dillaha. 2000. “ ANSWERS-2000: Non-point-source nutrient planning model.” J. Environ. Eng. 126 ( 11 ): 1045 – 1055. https://doi.org/10.1061/(ASCE)0733-9372(2000)126:11(1045).
Chapra, S. 2003. “ Engineering water quality models and TMDLs.” J. Water Resour. Plann. Manage. 129 ( 4 ): 247 – 256. 10.1061/(ASCE)0733-9496(2003)129:4(247).
Chen, C. W., J. Herr, and L. Ziemelis. 1998a. Watershed analysis risk management framework: A decision support system for watershed approach and TMDL calculation. Palo Alto, CA: Electric Power Research Institute.
Chen, D. Y., R. F. Carsel, S. C. McCutcheon, and W. L. Nutter. 1998b. “Stream temperature simulation of forested riparian areas. I: Watershed-scale model development.” J. Environ. Eng. 124 (4): 304–315. https://doi.org/10.1061/(ASCE)0733-9372(1998)124:4(304).
Chen, D. Y., S. C. McCutcheon, D. J. Norton, and W. L. Nutter. 1998c. “Stream temperature simulation of forested riparian areas. II: Model application.” J. Environ. Eng. 124 (4): 316–328. https://doi.org/10.1061/(ASCE)0733-9372(1998)124:4(316).
Crawford, N. H., and R. K. Linsley. 1966. Digital simulation in hydrology: Stanford watershed model IV. Palo Alto, CA: Stanford Univ.
Dai, T., R. L. Wetzel, T. R. L. Christensen, and E. A. Lewis. 2000. BasinSim 1.0: A windows-based watershed modeling package. Gloucester Point, VA: Virginia Institute of Marine Science.
Daniel, E. B., J. V. Camp, E. J. LeBoeuf, J. R. Penrod, J. P. Dobbins, and M. D. Abkowitz. 2011. “ Watershed modeling and its applications: A state-of-the-art review.” Open Hydrol. J. 5 ( 1 ): 26 – 50. https://doi.org/10.2174/1874378101105010026.
DHI (Danish Hydraulic Institute). 2014. Vol. 1 of MIKE SHE user manual: User guide. Horsholm, Denmark: Danish Hydraulic Institute Water and Environment.
Dile, Y. T., P. Daggupati, C. George, R. Srinivasan, and J. Arnold. 2016. “ Introducing a new open source GIS user interface for the SWAT model.” Environ. Modell. Software 85 ( Nov ): 129 – 138. https://doi.org/10.1016/j.envsoft.2016.08.004.
Doherty, J. 2016. PEST: Model-independent parameter estimation, user manual. Part II: PEST utility support software. Brisbane, QLD, Australia : Watermark Numerical Computing.
Downer, C. W., F. L. Ogden, J. Niedzialek, and S. Liu. 2006. “Gridded surface/subsurface hydrologic analysis (GSSHA) model: A model for simulating diverse streamflow producing processes.” In Watershed models, edited by V. Singh and D. Frevert. Boca Raton, FL: CRC Press.
Environmental and Hydraulics Laboratories. 1986. CE-QUAL-W2: A two-dimensional, laterally averaged, model of hydrodynamics and water quality: User’s manual. Vicksburg, MS: Environmental and Hydraulics Laboratories, Waterways Experiment Station.
Evans, B. M., S. A. Sheeder, K. J. Corradini, and W. S. Brown. 2001. AVGWLF version 3.2: Users guide. University Park, PA : Environmental Resources Research Institute, Pennsylvania State Univ.
FAPRI-MU (Food and Agricultural Policy Research Institute—University of Missouri). 2008. Upper White River watershed integrated economic and environmental management project. Columbia, MO : FAPRI-MU.
Freni, G., G. Mannina, and G. Viviani. 2010. “ Urban water quality modelling: A parsimonious holistic approach for a complex real case study.” Water Sci. Technol. 61 ( 2 ): 521 – 536. https://doi.org/10.2166/wst.2010.846.
Gao, P., D. Borah, and C. Yi. 2015. “ Storm event flow and sediment simulations in a central New York watershed: Model testing and parameter analyses.” Trans. ASABE 85 ( 5 ): 1241 – 1252. https://doi.org/10.13031/trans.58.11018.
Goodrich, D., I. Burns, C. Unkrich, D. Semmens, D. Guertin, M. Hernandez, S. Yatheendradas, J. Kennedy, and L. Levick. 2012. “ KINEROS 2/AGWA: Model use, calibration, and validation.” Trans. ASABE 55 ( 4 ): 1561 – 1574. https://doi.org/10.13031/2013.42264.
Graham, D., and M. Butts. 2006. “Flexible, integrated watershed modelling with MIKE SHE.” In Watershed models, edited by V. Singh and D. Frevert, 833–882. Boca Raton, FL: CRC Press.
Green, W. H., and G. Ampt. 1911. “ Studies on soil physics.” J. Agric. Sci. 4 ( 1 ): 1 – 24. https://doi.org/10.1017/S0021859600001441.
Haith, D. A., R. Mandel, and R. S. Wu. 1992. GWLF, generalized watershed loading functions, version 2.0, user’s manual. Ithaca, NY : Cornell Univ.
James, W., W. Huber, R. Pitt, R. Dickinson, and R. James. 2002. Water systems models: User’s guide to SWMM5. Guelph, ON, Canada : Computational Hydraulics International.
McCutcheon, S. 1989. Water quality modeling: River transport and surface exchange. Boca Raton, FL : CRC Press.
Metcalf and Eddy, Inc., University of Florida, and Water Resources Engineers, Inc. 1971. Vol. 1 of Storm water management model. Washington, DC: Environmental Protection Agency.
Mishra, A., B. R. Bicknell, P. Duda, T. Donigian, and M. H. Gray. 2017. " HSPEXP+: An enhanced expert system for HSPF model calibration—A case study of the snake river watershed in Minnesota." J. Water Manage. Model 25 : C422. https://doi.org/10.14796/JWMM.C422.
Muñoz-Carpena, R., G. Vellidis, A. Shirmohammadi, and W. Wallender. 2006. “ Evaluation of modeling tools for TMDL development and implementation.” Trans. ASABE 49 ( 4 ): 961 – 965. https://doi.org/10.13031/2013.22425.
Neitsch, S. L., J. G. Arnold, J. R. Kiniry, and J. R. Williams. 2011. Soil and water assessment tool theoretical documentation version 2009. College Station, TX : Texas Water Resources Institute.
Ogden, F., and P. Julien. 2002. “CASC2D: A two-dimensional, physically-based, Hortonian hydrologic model.” In Mathematical models of small watershed hydrology and applications, edited by V. Singh and D. Frevert, 69–112. Highlands Ranch, CO: Water Resources Publications.
Pak, J. H., M. Fleming, W. Scharffenberg, S. Gibson, and T. Brauer. 2015. “ Modeling surface soil erosion and sediment transport processes in the Upper North Bosque River Watershed, Texas.” J. Hydrol. Eng. 20 ( 12 ): 04015034. https://doi.org/10.1061/(ASCE)HE.1943-5584.0001205.
Refsgaard, J., and B. Storm. 1995. “MIKE SHE.” In Computer models of watershed hydrology, edited by V. Singh, 809–846. Highlands Ranch, CO: Water Resources Publications.
Rossman, L. A. 2015a. Vol. 1 of Storm water management model reference manual. Cincinnati: National Risk Management Research Laboratory, Office of Research and Development, USEPA.
Rossman, L. A. 2015b. Storm water management model user’s manual, version 5.1. Cincinnati: National Risk Management Research Laboratory, Office of Research and Development, USEPA.
Rossman, L. A. 2016. Vol. 3 of Storm water management model reference manual. Cincinnati: National Risk Management Research Laboratory, Office of Research and Development, USEPA.
Shen, J., A. Parker, and J. Riverson. 2005. “ A new approach for a Windows-based watershed modeling system based on a database-supporting architecture.” Environ. Modell. Software 20 ( 9 ): 1127 – 1138. https://doi.org/10.1016/j.envsoft.2004.07.004.
Shenk, G. W., and L. C. Linker. 2013. “ Development and application of the 2010 Chesapeake Bay watershed total maximum daily load model.” J. Am. Water Resour. Assoc. 49 ( 5 ): 1042 – 1056. https://doi.org/doi.org/10.1111/jawr.12109.
Shoemaker, L., T. Dai, J. Koenig, and M. Hantush. 2005. TMDL model evaluation and research needs. Cincinnati: National Risk Management Research Laboratory, Office of Research and Development, USEPA.
Singh, V. P. 1995. Computer models of watershed hydrology. Highlands Ranch, CO : Water Resources Publications.
Singh, V. P., and D. K. Frevert. 2002a. Mathematical models of large watershed hydrology. Highlands Ranch, CO: Water Resources Publication.
Singh, V. P., and D. K. Frevert. 2002b. Mathematical models of small watershed hydrology and applications. Highlands Ranch, CO: Water Resources Publication.
Singh, V. P., and D. K. Frevert. 2006. Watershed models. Boca Raton, FL : CRC Press/Taylor & Francis.
Singh, V. P., and D. A. Woolhiser. 2002. “ Mathematical modeling of watershed hydrology.” J. Hydrol. Eng. 7 ( 4 ): 270 – 292. https://doi.org/10.1061/(ASCE)1084-0699(2002)7:4(270).
Tetra Tech. 2009. Loading simulation program in C++ (LSPC) version 3.1 user’s manual. Fairfax, VA. Accessed October 10, 2018. http://dpw.lacounty.gov/wmd/wmms/docs/LSPC-UserManual.pdf.
Tetra Tech. 2011. Spreadsheet tool for the estimation of pollutant load (STEPL): Version 4.1. Fairfax, VA : Tetra Tech.
Thomann, R. V., and J. A. Mueller. 1987. Principles of surface water quality modeling and control. New York : Harper & Row.
USACE. 1968. HEC-1 flood hydrograph package: User’s manual. Davis, CA : HEC.
USACE. 2016. Hydrologic modeling system HEC-HMS: User’s manual. Davis, CA : HEC.
USEPA. 2004. Total maximum daily load (TMDL) for the Wabash River Watershed, Ohio. Chicago : USEPA.
USEPA. 2008. Handbook for developing watershed plans to restore and protect our waters. Washington, DC : Nonpoint Source Control Branch, Office of Water, USEPA.
Wailder, D., M. White, E. Steglich, S. Wang, J. Williams, C. Jones, and R. Srinivasan. 2011. Conservation practice modeling guide for SWAT and APEX. College Station, TX : Texas AgriLife Research and Extension.
Woolhiser, D. A., R. Smith, and D. C. Goodrich. 1990. KINEROS: A kinematic runoff and erosion model: Documentation and user manual. Fort Collins, CO : USDA-ARS.
Xiong, Y., and C. Melching. 2005. “ Comparison of kinematic-wave and nonlinear reservoir routing of urban watershed runoff.” J. Hydrol. Eng. 10 ( 1 ): 39 – 49. https://doi.org/10.1061/(ASCE)1084-0699(2005)10:1(39).
XP Solutions. 2014. XP-SWMM: Stormwater and wastewater management model: Getting started manual. Portland, OR : XP Solutions.
Young, R. A., C. A. Onstad, D. D. Bosch, and W. P. Anderson. 1987. AGNPS: Agricultural non-point-source pollution model: A watershed analysis tool. Albany, CA : Agricultural Research Service, Western Utilization Research and Development Division.

Information & Authors

Information

Published In

Go to Journal of Hydrologic Engineering
Journal of Hydrologic Engineering
Volume 24Issue 1January 2019

History

Published online: Oct 31, 2018
Published in print: Jan 1, 2019
Discussion open until: Mar 31, 2019

Permissions

Request permissions for this article.

Authors

Affiliations

Deva K. Borah, F.ASCE [email protected]
Senior Engineer, Dept. of Public Works, City of Chesapeake, 306 Cedar Rd., P.O. Box 15225, Chesapeake, VA 23328 (corresponding author). Email: [email protected]
Ebrahim Ahmadisharaf, A.M.ASCE [email protected]
Postdoctoral Associate, Dept. of Biological Systems Engineering, Virginia Tech, Blacksburg, VA 24061. Email: [email protected]
G. Padmanabhan, F.ASCE [email protected]
Professor Emeritus, Dept. of Civil Engineering, North Dakota State Univ., Fargo, ND 58108. Email: [email protected]
Engineer, A.D.A. Engineering, Inc., 8550 NW 33 St., Suite 202, Doral, FL 33122. Email: [email protected]
Yusuf M. Mohamoud, M.ASCE [email protected]
Director, Natural Resources, Environment, and Technology Institute, P.O. Box 1533, Duluth, GA 30096. Email: [email protected]

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