Technical Papers
May 30, 2012

A Systems Approach to Holistic Total Maximum Daily Load Policy: Case of Lake Allegan, Michigan

Publication: Journal of Water Resources Planning and Management
Volume 139, Issue 5

Abstract

Systems thinking and system dynamics simulation can provide insights for developing effective plans to protect the environmental integrity of natural systems impacted by human activities. In this study, a system archetype known as growth and underinvestment is hypothesized to explain the eutrophication problem of Lake Allegan in Michigan and identify policy leverage points for mitigation. An integrated system dynamics model is developed to simulate the interaction between key socioeconomic subsystems and natural processes driving eutrophication. The model is applied to holistically characterize the lake’s recovery from its hypereutrophic state and assess a number of proposed total maximum daily load (TMDL) reduction policies, including phosphorus load reductions from point sources and nonpoint sources. It is shown that for a TMDL plan to be effective, it should be considered a component of a continuous sustainability process, addressing the functionality of dynamic feedback relationships between socioeconomic growth, land use change, and environmental conditions.

Get full access to this article

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

Acknowledgments

This work was supported in part by the National Science Foundation under Grant No. 0725636. The authors appreciate comments and suggestions from Daya Muralidharan, Qiong Zhang, Kaveh Madani, Alex Mayer, Martin Auer, and two anonymous reviewers. The authors also thank Meredith Ballard Labeau, Sara Alian, and Rabi Gyawali for providing data and graphics support.

References

Anderson, J. R., Hardy, E. E., Roach, J. T., and Witmer, R. E. (1976). “A land use and land cover classification system for use with remote sensor data.”, U.S. Geological Survey, Reston, VA.
Arrow, K., et al. (1995). “Economic growth, carrying capacity, and the environment.” Science, 268(5210), 520–521.
Bagheri, A., and Hjorth, P. (2007). “Planning for sustainable development: a paradigm shift towards a process-based approach.” Sustain. Dev., 15(2), 83–96.
Benham, B., Zeckoski, R., and Yagow, G. (2008). “Lessons learned from TMDL implementation case studies.” Water Pract., 2(1), 1–13.
Bishop, R. (1993). “Economic efficiency, sustainability and biodiversity.” Ambio, 22(2–3), 69–73.
Boyd, J. (2000). “Unleashing the clean water act, the promise and challenge of the TMDL approach to water quality.” Resour., 139, 7–10.
Braun, W. (2002). “The system archetypes.” 〈http://wwwu.uni-klu.ac.at/gossimit/pap/sd/wb_sysarch.pdf〉 (Sep. 21, 2011).
Canale, R. P., Redder, T., Swiecki, W., and Whelan, G. (2010). “Phosphorus budget and remediation plan for Big Platte Lake, Michigan.” J. Water Resour. Plann. Manage., 136(5), 576–586.
Cave, K., Harold, E., and Quasebarth, T. (1996). “Preliminary pollution loading projections for Rouge River watershed and interim nonpoint source pollution control plan.”, Rouge River National Wet Weather Demonstration Project, Wayne County, MI.
Cooke, G. D., Welch, E. B., Peterson, S. A., and Newroth, P. R. (1993). Restoration and management of lakes and reservoirs, CRC Press, Boca Raton, FL.
Doerr, S. M., Canale, R. P., and Effler, S. W. (1996). “Development and testing of a total phosphorus model for Onondaga Lake.” Lake Reservoir Manage., 12(1), 141–150.
Effler, S. W., et al. (2002). “Limnological and loading information and a phosphorus total maximum daily load (TMDL) analysis for Onondaga Lake.” Lake Reservoir Manage., 18(2), 87–108.
Ehrlich, P. R., and Holdren, J. P. (1971). “The impact of population growth.” Science, 171(3977), 1212–1217.
Federal Water Pollution Control Act (FWPCA). (1972). Federal water pollution control act, as amended (33 U.S.C. 1151 et seq).
Federal Water Pollution Control Act (FWPCA). (2002). Federal water pollution control act, as amended (33 U.S.C. 1251 et seq).
Ford, A. (1999). Modeling the environment. An introduction to system dynamic modeling of environmental systems, Island Press, Washington, DC.
Forrester, J. (1961). Industrial dynamics, MIT Press, Cambridge, MA.
Forrester, J. (1969). Urban dynamics, MIT Press, Cambridge, MA.
Forrester, J. W., and Senge, P. M. (1980). “Tests for building confidence in system dynamics models.” System dynamics, A. A. Legasto, J. W. Forrester, and J. M. Lyneis, eds., Vol. 14, North Holland, New York, 209–228.
Gelda, R. K., Effler, S. W., and O’Donnell, S. M. (2001). “Probabilistic model of ammonia and toxicity status for urban lake.” J. Water Resour. Plann. Manage., 127(5), 337–347.
Guo, H. C., Liu, L., Huang, G. H., Fuller, G. A., Zou, R., and Yin, Y. Y. (2001). “A system dynamics approach for regional environmental planning and management: A study for the Lake Erhai Basin.” Environ. Manage., 61(1), 93–111.
Haith, D. A. (2003). “Systems analysis, TMDLs and watershed approach.” J. Water Resour. Plann. Manage., 129(4), 257–260.
Hamilton, S. K. (2011). “Biogeochemical time lags may delay responses of streams to ecological restoration.” Freshwater Biol., 57(s1), 43–57.
Hardin, G. (1968). “The tragedy of the commons.” Science, 162(3859), 1243–1248.
Hartig, J. H., and Horvath, F. J. (1982). “A preliminary assessment of Michigan’s phosphorus detergent ban.” J. Water Poll. Cont. Fed., 54(2), 193–197.
Havens, K. E., and Schelske, C. L. (2001). “The importance of considering biological processes when setting total maximum daily loads (TMDL) for phosphorus in shallow lakes and reservoirs.” Environ. Pollut., 113(1), 1–9.
Heaton, S. (2001). Total maximum daily load (TMDL) for total phosphorus in Lake Allegan, Surface Water Quality Division, Michigan Dept. of Environmental Quality, Lansing, MI.
Hjorth, P., and Bagheri, A. (2006). “Navigating towards sustainable development: a system dynamics approach.” Futures, 38(1), 74–92.
Kalamazoo River/Lake Allegan TMDL Implementation Committee (KRLATIC). (2002). Water quality improvement (implementation) plan for the Kalamazoo River watershed and Lake Allegan through a phosphorus total maximum daily load (TMDL) process, The Kalamazoo River/Lake Allegan TMDL Implementation Committee, Kalamazoo, MI.
Kieser and Associates. (2001). Non-point source modeling of phosphorus loads in the Kalamazoo River/Lake Allegan watershed for a total maximum daily load, Kieser and Associates Environmental Science and Engineering, Kalamazoo, MI.
Kieser and Associates. (2005). Analysis of urban stormwater best management practice options for the St. Joseph River watershed, Kieser and Associates Environmental Science and Engineering, Kalamazoo, MI.
Kieser and Associates. (2011). “Summary of 2010 total phosphorus loading to the Kalamazoo River and Lake Allegan with comparisons to historic data.” Kieser and Associates Environmental Science and Engineering, 〈http://kalamazooriver.net/〉 (Oct. 3, 2011).
Leal Neto, A. C., Legey, L. F. L., Gonzalez-Araya, M. C., and Jablonski, S. (2006). “A system dynamics model for the environmental management of the Sepetiba Bay watershed, Brazil.” Environ. Manage., 38(5), 879–888.
Madani, K., and Lund, J. R. (2012). “California’s Sacramento-San Joaquin delta conflict: From cooperation to chicken.” J. Water Resour. Plann. Manage., 138(2), 90–99.
Madani, K., and Mariño, M. A. (2009). “System dynamics analysis for managing Iran’s Zayandeh-Rud river basin.” Water Resour. Manage., 23(11), 2163–2187.
Meadows, D. H., Meadows, D. L., Randers, J., and Behrens, W. W. (1972). The limits to growth, Universe Books, New York.
Michigan Dept. of Environmental Quality (MDEQ). (1999). “Loading assessments of phosphorus inputs to Lake Allegan.” Staff Rep. Surface Water Quality Division, Michigan Dept. of Environmental Quality, Lansing, MI.
Michigan Dept. of Natural Resources (MDNR). (1987). Remedial action plan for the Kalamazoo River, Michigan Dept. of Natural Resources, Bay City, MI.
Mirchi, A., Madani, K., Watkins, D. W., Jr., and Ahmad, S. (2012). “Synthesis of system dynamics tools for holistic conceptualization of water resources problems.” Water Resour. Manage., 26(9), 2421–2442.
Pijanowski, B. C., Brown, D. G., Shellito, B. A., and Manik, G. A. (2002). “Using neural networks and GIS to forecast land use changes: A land transformation model.” Comput. Environ. Urban Syst., 26(6), 553–575.
Rephann, T. J. (2010). Economic impacts of implementing agricultural best management practices to achieve goals outlined in Virginia’s tributary strategy, Center for Public Service, Univ. of Virginia, Charlottesville, VA.
Ryding, S. O., and Rast, W. (1989). The control of eutrophication of lakes and reservoirs, UNESCO, Paris.
Senge, P. (1990). The fifth discipline: The art & practice of the learning organization, Doubleday/Currency, New York.
Shirmohammadi, A., et al. (2006). “Uncertainty in TMDL models.” Trans. ASABE, 49(4), 1033–1049.
Simonovic, S. P. (2009). Managing water resources: Methods and tools for a systems approach, UNESCO, Paris, and Earthscan James & James, London.
Simonovic, S. P., and Fahmy, H. (1999). “A new modeling approach for water resources policy analysis.” Water Resour. Res., 35(1), 295–304.
Sterman, J. D. (2000). Business dynamics, systems thinking and modeling for a complex world, McGraw-Hill, Boston.
U.S. Bureau of Economic Analysis (BEA). (2011). “U.S. economic accounts.” U.S. Bureau of Economic Analysis, 〈http://www.bea.gov/index.htm〉 (Aug. 3, 2011).
U.S. Bureau of Labor Statistics (BLS). (2009). “Customer price index.” U.S. Bureau of Labor Statistics, 〈http://www.bls.gov/cpi/cpifact8.htm〉 (Aug. 5, 2011).
USEPA. (1975). “Report on Lake Allegan, Allegan County, Michigan.”, U.S. Environmental Protection Agency Region V, Chicago.
Ventana Systems. (2010). User’s guide version 5, Ventana Systems, Inc., 〈http://www.vensim.com〉 (Aug. 13, 2011).
Vergura, J., and Jones, R. (2001). “The TMDL program: Land use and other implications.” Drake J. Agric. Law, 6(2), 317–329.
Vezjak, M., Savsek, T., and Stuhler, E. A. (1998). “System dynamics of eutrophication processes in lakes.” Eur. J. Oper. Res., 109(2), 442–451.
Vondracek, B., Zimmerman, J. K. H., and Westra, J. V. (2003). “Setting an effective TMDL: Sediment loading and effects of suspended sediment on fish.” J. Am. Water Resour. Assoc., 39(5), 1005–1015.
Webster, J. R., Wallace, J. B., and Benfield, E. F. (1995). “Organic processes in streams of the eastern United States.” Ecosystems of the world, 22, river and stream ecosystems, C. E. Cushing, K. W. Cummins, and G. W. Minshall, eds., Elsevier, Amsterdam, 117–187.
Weiss, P. T., Gulliver, J. S., and Erickson, A. J. (2007). “Cost and pollutant removal of storm-water treatment practices.” J. Water Resour. Plann. Manage., 133(3), 218–229.
Winz, I., Brierley, G., and Trowsdale, S. (2009). “The use of system dynamics simulation in water resource management.” Water Resour. Manage., 23(7), 1301–1323.
Withers, P. J. A., and Jarvis, G. C. (1998). “Mitigation options for diffuse P loss to water.” Soil Use Manage., 14, 186–192.
Wuycheck, J. (1998). “Water quality and pollution control in Michigan.”, Michigan Dept. of Environmental Quality, Lansing, MI.

Information & Authors

Information

Published In

Go to Journal of Water Resources Planning and Management
Journal of Water Resources Planning and Management
Volume 139Issue 5September 2013
Pages: 544 - 553

History

Received: Jan 1, 2012
Accepted: May 25, 2012
Published online: May 30, 2012
Discussion open until: Oct 30, 2012
Published in print: Sep 1, 2013

Permissions

Request permissions for this article.

Authors

Affiliations

S.M.ASCE
Graduate Student, Dept. of Civil and Environmental Engineering, Michigan Technological Univ., Houghton, MI 49931. E-mail: [email protected]
David Watkins Jr. [email protected]
M.ASCE
Professor, Dept. of Civil and Environmental Engineering, Michigan Technological Univ., Houghton, MI 49931 (corresponding author). E-mail: [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