Technical Papers
Nov 20, 2013

Simulation and Optimization of a Constructed Wetland for Biomass Production and Nitrate Removal

Publication: Journal of Water Resources Planning and Management
Volume 140, Issue 11

Abstract

Nutrient-intensive agriculture involving nitrogen application rates exceeding crop requirements results in excessive loads in surface waters, contributing substantially to hypoxia in coastal ecosystems and violations of EPA drinking water nitrate standards. There is growing interest in the cultivation of perennial grasses for bioethanol production, which may address these problems and reduce greenhouse gas emissions. Some of these grasses can be grown in constructed wetlands, which offer additional nitrate removal by denitrification in the wetland benthos. The present work simulates and optimizes a hypothetical wetland system near Camargo, Illinois. The wetland system is assumed to draw water from the Embarras River and is designed to treat non-point-source nutrient loadings and produce harvestable biomass for ethanol production. An integrated model of biomass production, nutrient removal, and cost is developed to assess and optimize the relationship between wetland cost and nutrient removal. The wetland shows a profit only when some costs are excluded from the analysis; however, consideration of the environmental benefit could change the cost-benefit outcome.

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Acknowledgments

The support of the University of Illinois Energy Biosciences Institute is gratefully acknowledged. Professor Tze Ling Ng of the Department of Civil and Environmental Engineering of Hong Kong University of Science and Technology provided invaluable help with some of the technical portions of the project. Drs. Takashi Asaeda and Baniya Mahendra of Saitama University assisted with the formulation of the biomass production model. This article is based on the M.S. thesis of the first author.

References

Allen, R. G., Pereira, L. S., Raes, D., and Smith, M. (1998). “Crop evapotranspiration – Guidelines for computing crop water requirements.”, Food and Agricultural Organization of the United Nations (FAO), Rome.
Allirand, J., and Gosse, G. (1995). “An above-ground biomass production model for a common reed (Phragmites communis Trin.) stand.” Biomass Bioenergy, 9(6), 441–448.
Asaeda, T., and Bon, T. V. (1997). “Modelling the effects of macrophytes on algal blooming in eutrophic shallow lakes.” Ecol. Modell., 104(2–3), 261–287.
Asaeda, T., and Karunaratne, S. (2000). “Dynamic modeling of the growth of Phragmites australis: Model description.” Aquat. Bot., 67(4), 301–318.
Braskerud, B. C., et al. (2005). “Can constructed wetlands reduce the diffuse phosphorus loads to eutrophic water in cold temperate regions?” J. Environ. Qual., 34(6), 2145–2155.
Cai, X., Zhang, X., and Wang, D. (2011). “Land availability for biofuel development.” Environ. Sci. Technol., 45(1), 334–339.
Cheney, W., and Kincaid, D. (2004). Numerical methods and computing, 5th Ed., Thomson-Brooks/Cole, Belmont, CA.
Deb, K., Pratap, A., Agarwal, S., and Meyarivan, T. (2002). “A fast and elitist multiobjective genetic algorithm: NSGA-II.” IEEE Trans. Evol. Comput., 6(2), 182–197.
Ditomaso, J. M., et al. (2010). “Biofuel vs bioinvasion: Seeding policy priorities.” Environ. Sci. Technol., 44(18), 6906–6910.
Dominguez-Faus, R., Powers, S., Burken, J., and Alvarez, P. (2009). “The water footprint of biofuels: A drink or drive issue?” Environ. Sci. Technol., 43(9), 3005–3010.
Duffy, M. D., and Nanhou, V. Y. (2001). “Costs of producing switchgrass for biomass in Iowa.” 〈www.extension.iastate.edu/Publications/PM1866.pdf〉 (Apr. 20, 2009).
Dykyjova, D., and Pribil, S. (1975). “Energy content in the biomass of emergent macrophytes and their ecological efficiency.” Arch. Hydrobiol., 75(1), 90–108.
Engloner, A. I. (2009). “Structure, growth dynamics and biomass of reed (Phragmites australis): A review.” Flora, 204(5), 331–346.
Getsinger, K. D., et al. (2006). “Control of Phragmites in a Michigan Great Lakes marsh.” Final Rep. to the Michigan Department of Natural Resources, Lansing, MI, U.S. Army Engineer Research and Development Center, Vicksburg, MS, 45 pp.
Granéli, W. (1984). “Reed Phragmites australis (Cav.) Trin. ex Steudel as an energy source in Sweden.” Biomass, 4(3), 183–208.
Hara, T., Van Der Toorn, J., Mook, J. H. (1993). “Growth dynamics and size structure of shoots of Phragmites australis, a clonal plant.” J. Ecol., 81(1), 47–60.
Hargreaves, G. L., Hargreaves, G. H., and Riley, J. P. (1985). “Irrigation water requirements for Senegal River basin.” J. Irrig. Drain. Eng., 265–275.
Haslam, S. M. (1969a). “The development and emergence of buds in Phragmites communis Trin.” Ann. Bot., 33(2), 289–301.
Haslam, S. M. (1969b). “The development of shoots in Phragmites communis Trin.” Ann. Bot., 33(4), 695–709.
Haslam, S. M. (1970). “The development of the annual population in Phragmites communis Trin.” Ann. Bot., 34(3), 571–591.
Hey, D. L., Kenimer, A. L., and Barrett, K. R. (1994). “Water quality improvement by four experimental wetlands.” Ecol. Eng., 3(4), 381–397.
Ho, Y. B. (1979). “Shoot development and production studies of Phragmites australis (Cav.) Trin. ex Steudel in Scottish lochs.” Hydrobiologia, 64(3), 215–222.
Hocking, P. J. (1989a). “Seasonal dynamics of production, and nutrient accumulation and cycling by Phragmites australis (Cav.) Trin. ex Stuedel in a nutrient-enriched swamp in inland Australia. I. whole plants.” Aust. J. Mar. Freshwater Res., 40(5), 421–444.
Hocking, P. J. (1989b). “Seasonal dynamics of production, and nutrient accumulation and cycling by Phragmites australis (Cav.) Trin. ex stuedel in a nutrient-enriched swamp in inland Australia. II. Individual shoots.” Aust. J. Mar. Freshwater Res., 40(5), 445–464.
Hosoi, Y., Kido, Y., Miki, M., and Sumida, M. (1998). “Field examination on reed growth, harvest and regeneration for nutrient removal.” Water Sci. Technol., 38(1), 351–359.
Illinois Society of Professional Farm Managers and Rural Appraisers (ISPFMRA). (2006). “2005 Illinois farmland values and lease trends.” 〈www.ispfmra.org/wp-content/uploads/2012/01/2005-LV-Report.pdf〉 (May 9, 2009).
Jantzen, C., Wiedow, D., and Müller, J. (2013). “Energetic utilization options of wetland biomass considering substrate specific traits—The example of Equisetum palustre L. (abstract only).” Int. Conf. on the Utilization of Emergent Wetland Plants: Reed as a Renewable Resource, Alfried Krupp Wissenschaftskolleg, Greifswald, Germany.
Kadlec, R. H., and Knight, R. L. (1995). Treatment wetlands, CRC Press, Boca Raton, FL.
Kadlec, R. H., and Wallace, S. (2009). Treatment wetlands, 2nd Ed., CRC Press, Boca Raton, FL.
Khanna, M., Dhungana, B., and Clifton-Brown, J. (2008). “Costs of producing miscanthus and switchgrass for bioenergy in Illinois.” Biomass Bioenergy, 32(6), 482–493.
Kovacic, D. A., David, M. B., Gentry, L. E., Starks, K. M., and Cooke, R. A. (2000). “Effectiveness of constructed wetlands in reducing nitrogen and phosphorus export from agricultural tile drainage.” J. Environ. Qual., 29(4), 1262–1274.
Kovacic, D. A., Twait, R. M., Wallace, M. P., and Bowling, J. M. (2006). “Use of created wetlands to improve water quality in the Midwest—Lake Bloomington case study.” Ecol. Eng., 28(3), 258–270.
Krail, J., et al. (2013). “Sustainable energy conversion from reed biomass overview of lab scale and field test results (abstract only).” Int. Conf. on the Utilization of Emergent Wetland Plants: Reed as a Renewable Resource, Alfried Krupp Wissenschaftskolleg, Greifswald, Germany.
Kvet, J., Svoboda, J., and Fiala, K. (1969). “Canopy development in stands of Typha latifolia L. and Phragmites communis Trin. in South Moravia.” Hidrobiologia, 10, 63–75.
Link, S., Kask, L., Kask, Ü., and Paist, A. (2013). “Reed as gasification fuel compared to woody fuels, (abstract only).” Int. Conf. on the Utilization of Emergent Wetland Plants: Reed as a Renewable Resource, Alfried Krupp Wissenschaftskolleg, Greifswald, Germany.
Meuleman, A. F. M., Beekman, J. P., and Verhoeven, J. T. A. (2002). “Nutrient retention and nutrient-use efficiency in Phragmites australis stands after wastewater application.” Wetlands, 22(4), 712–721.
Treatment Wetland Database (TWDB). (2000). “Constructed treatment wetland system description and performance database.” Environmental Protection Agency North American database, 〈www.firehole.humboldt.edu/wetland/twdb.html〉 (Jan. 17, 2009).
National Agricultural Statistics Service (NASS). (2013). “Illinois agricultural statistics.” U.S. Dept. of Agriculture, 〈www.nass.usda.gov/Statistics_by_State/Illinois/Publications/Annual_Statistical_Bulletin/2012/As12010.pdf〉 (Apr. 11, 2009).
Ng, T. L., and Eheart, J. W. (2008). “A multiple-realizations chance-constrained model for optimizing nutrient removal in constructed wetlands.” Water Resour. Res., 44(4), W04405.
Peters, M. S., Timmerhaus, K. D., and West, R. E. (2003). Plant design and economics for chemical engineers, 5th Ed., McGraw-Hill, New York.
Royer, T. V., David, M. B., and Gentry, L. E. (2006). “Timing of riverine export of nitrate and phosphorus from agricultural watersheds in Illinois: Implications for reducing nutrient loading to the Mississippi River.” Environ. Sci. Technol., 40(13), 4126–4131.
Sakurai, Y., Matsumoto, Y., and Miyairi, M. (1985). “Growth rate and productivity of emergent plants in Lake Biwa, Lake Kasumigaura and Chikuma River.” Proc., Annual Meeting of the Japanese Society of Limnology, Kantho-Koshinetsu Branch, The Japanese Society of Limnology, Hikone, Japan, Vol. 10, 20–21.
Scheffer, M., Bakema, A. H., and Wolterboer, F. G. (1993). “MEGAPLANT: A simulation model of the dynamics of submerged plants.” Aquat. Bot., 45(4), 341–356.
Schnitkey, G., Lattz, D., and Siemens, J. (2003). “Machinery cost estimates: Field operations.” Farm business management handbook, FBFM 0201, Univ. of Illinois at Urbana-Champaign, Urbana, IL.
Service, R. F. (2007). “Biofuel researchers prepare to reap a new harvest.” Science, 315(5815), 1488–1491.
Stavins, R. N. (2003). “Market-based environmental policies: What can we learn from U.S. experience (and related research)?” Twenty years of market-based instruments for environmental protection: Has the promise been realized?, Donald Bren School of Environmental Science and Management, Univ. of California, Santa Barbara, CA.
Toet, S., Bouwman, M., Cevaal, A., and Verhoeven, J. T. A. (2005). “Nutrient removal through autumn harvest of Phragmites australis and Thypha latifolia shoots in relation to nutrient loading in a wetland system used for polishing sewage treatment plant effluent.” J. Environ. Sci. Health, Part A: Toxic/Hazard. Subst. Environ. Eng., 40(6–7), 1133–1156.
Turhollow, A. (2000). “Costs of producing biomass from riparian buffer strips.” Oak Ridge National Laboratory, Energy Division, Oak Ridge, TN, 〈web.ornl.gov/~webworks/cpr/v823/rpt/108548.pdf#〉 (Jan. 19, 2009).
Univ. of Illinois. (2012). “Farmdoc.” University of Illinois at Urbana-Champaign, Urbana, IL, 〈www.farmdoc.illinois.edu〉 (Apr. 19, 2009).
U.S. Environmental Protection Agency (U.S. EPA). (2000). “Constructed wetlands treatment of municipal wastewaters.”, Office of Research and Development, Cincinnati, OH.
Waier, P. R. (2006). Building construction cost data 2006, 64th Ed., RS Means, Kingston, MA.
Water and Atmospheric Resources Monitoring (WARM) Program. Illinois Climate Network (2009). 〈www.isws.illinois.edu/warm/cdflist.asp?typ=a〉 (Mar. 12, 2009).

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Go to Journal of Water Resources Planning and Management
Journal of Water Resources Planning and Management
Volume 140Issue 11November 2014

History

Received: May 20, 2013
Accepted: Nov 18, 2013
Published online: Nov 20, 2013
Discussion open until: Oct 22, 2014
Published in print: Nov 1, 2014

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Authors

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Aras Zygas
Lieutenant Junior Grade, National Oceanic and Atmospheric Administration, NOAA Corps, Southeast Fisheries Science Center, Miami, FL 33149; formerly, Graduate Research Assistant, Dept. of Civil and Environmental Engineering, Univ. of Illinois at Urbana-Champaign, Urbana, IL 61801.
J. Wayland Eheart, M.ASCE [email protected]
Professor Emeritus of Environmental Systems, Dept. of Civil and Environmental Engineering, Univ. of Illinois at Urbana-Champaign, 205 N. Mathews Ave., Urbana, IL 61801 (corresponding author). E-mail: [email protected]
Ximing Cai, M.ASCE
Professor of Civil Engineering, Dept. of Civil and Environmental Engineering, Univ. of Illinois at Urbana-Champaign, 205 N. Mathews Ave., Urbana, IL 61801.

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