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Biofilter model development for the removal of pollutants from feedlot runoff

Treść / Zawartość
Identyfikatory
Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
Biofilters are a potential treatment option for removing pollutants from feedlot runoff but little research has been done on their use and design. In this study, two mechanism -based models were developed to simulate biofilter processes: a first-order model and a logistic model. The two models were calibrated and evaluated using nitrogen (N) and phosphorus (P) data collected from rainfall events for an experimental biofilter at Melrose, Minnesota, USA. The first-order model predicted removal efficiencies better than the logistic model. The sensitivity analysis suggested that the predictions of the first-order model are more sensitive to parameter. In addition, the uncertainty analysis suggested that the range in predictive errors could be a consequence of uncertainty of estimating parameter from the limited data set for the first-order model. In contrast, the uncertainty analysis for the logistic model of N suggested that reasons other than the uncertainty in parameter estimation are needed to explain predictive errors. Overall, the study provides a useful tool for assessing biofilter performance that can easily be improved with larger observed data sets. The biofilter model has been implemented in the most recent version of the Minnesota feedlot annualized runoff model (MinnFARM).
Rocznik
Strony
61--80
Opis fizyczny
Bibliogr. 23 poz., tab., rys.
Twórcy
autor
  • Institute of Island and Coastal Ecosystems, Zhejiang University, Zhejiang, China
autor
  • Institute of Island and Coastal Ecosystems, Zhejiang University, Zhejiang, China
  • Department of Bioproducts and Biosystems Engineering, University of Minnesota, Minnesota, USA.
Bibliografia
  • [1] Vegetated Treatment Systems for Open Lot Runoff. A Collaborative Report, R. Koelsch, B. Kintzer, D. Meyer (Eds.), U.S. Department of Agriculture, Natural Resources Conservation Service, 2006, http://www.heartlandwq.iastate.edu/ManureManagement/AlternativeTech/Avtsguidance/, accessed 10 April 2016.
  • [2] IKENBERRY C.D., MANKIN K.R., Review of Vegetative Filter Strip Performance for Animal Waste Treatment, ASAE Paper No. MC00128, ASAE, St. Joseph, MI, USA, 2000.
  • [3] KOELSCH R.K., LORIMOR J.C., MANKIN K.P., Vegetative treatment systems for management of open lot runoff. Review of literature, Appl. Eng. Agric., 2006, 22 (1), 141.
  • [4] NRCS-Minnesota, Conservation Practice Standard 635. Vegetated Treatment Area, Minnesota Department of Agriculture, St. Paul, MN, USA, 2009, https://efotg.sc.egov.usda.gov/references/public /MN/Archived_635mn_160307.pdf, accessed 10 April 2016.
  • [5] BRADY N.C., WEIL R.R., The Nature and Properties of Soils, 13th Ed., Pearson Prentice Hall, Upper Saddle River, NJ, USA, 2002, 498–542.
  • [6] U.S. Forest Service, A cheaper way to clean water, NewsLine, 2002, 1 (2), 1, http://www.fpl.fs.fed.us /documnts/newsline/newsline-2002-2.pdf, accessed 10 April 2016.
  • [7] ROBERTSON W.D., FORD G.I., LOMBARDO P.S., Wood-based filter for nitrate removal in septic systems, T. ASAE, 2005, 48 (1), 121.
  • [8] WIDMER S.P., Remediation of Nitrogen, Phosphorus and E. coli from Feedlot Runoff Using Different Biofilter Media, MS thesis, University of Minnesota, Department of Soil, Water and Climate, St. Paul, MN, USA, 2007.
  • [9] On-Farm Composting Handbook, R. Rynk (Ed.), NRAES-54, Northeast Regional Agricultural Engineering Service, Ithaca, NY, USA, 1992.
  • [10] SCHMIDT D., WILSON B.N., Minnesota Feedlot Annualized Runoff Model (MinnFARM), Technical Documentation, University of Minnesota, St. Paul, MN, USA, 2007.
  • [11] SCHMIDT D., WILSON B.N., Minnesota Feedlot Annualized Runoff Model (MinnFARM) version 2.1 User Guide, University of Minnesota, St. Paul, MN, USA, 2008, http://www1.extension.umn.edu /agriculture/manure-management-and-air-quality/feedlots-and-manure-storage/docs/minnfarm-usersguide. pdf, accessed 10 April 2016.
  • [12] USDA-SCS, Section 4. Hydrology, [in:] Soil Conservation Service National Engineering Handbook, U.S. Department of Agriculture, Soil Conservation Service, Washington, D.C., USA, 1985.
  • [13] CORDOBA-MOLINA J.F., HUDGINS R.R., SILVESTON P.L., Settling in continuous sedimentation tanks, J. Environ. Eng. Div., Am. Soc. Civ. Eng., 1978, 104, 1263.
  • [14] HAAN C.T., BARFIELD B.J., HAYES J.C., Design Hydrology and Sedimentology for Small Catchments, Academic Press, San Diego, CA, USA, 1994.
  • [15] HAFEZ A.A.R., AZEVEDO J., RUBIN J., STOUT P.R., Physical Properties of Farm Animal Manure, California Agricultural Experimental Station Bulletin 867, University of California, Davis, CA, USA, 1974.
  • [16] SHULER M.L., KARGI F., Bioprocess Engineering. Basic Concepts, Prentice Hall PTR, Englewood Cliffs, NJ, USA, 1992.
  • [17] WILSON B.N., BARFIELD B.J., Modeling sediment detention ponds using reactor theory and advection-diffusion concepts, Water Resour. Res., 1985, 21 (4), 523.
  • [18] Fuchs D.J., Feedlot Runoff Pollution Removal by Organic Biofilter Demonstration, Final Report of EPA 319 Demonstration, Education and Research Project, MPCA Contract A91219, Stearns County Soil and Water Conservation District, Waite Park, MN, USA, 2009.
  • [19] GERSHENFELD N.A., WEIGEND A.S., The Future of Time Series: Learning and Understanding, [in:] A.S. Weigend, N.A. Gershenfeld (Eds.), Time Series Prediction: Forecasting the Future and Understanding the Past, SFI Studies in the Sciences of Complexity, Proc. Vol. 15, Addison-Wesley, Boston, MA, USA, 1993.
  • [20] WILSON B.N., NIEBER J.L., As simple as possible: status and need in hydrological and water quality modeling, paper presented at Urban Runoff Modeling: Intelligent Modeling to Improve Stormwater Management Conference, Humboldt State University, Archata, CA, USA, 22–27 July 2007.
  • [21] JAMES L.D., BURGES S.J., Selection, Calibration and Testing of Hydrologic Models, [in:] C.T. Haan, H.P. Johnson, D.L. Brakensiek (Eds.), Hydrologic Modeling of Small Watersheds, ASAE Monograph No. 5, ASAE, St. Joseph, MI, USA, 1982.
  • [22] GAREN D.C., BURGES S.J., Approximate error bounds for simulated hydrograph, J. Hydraul. Div., Am. Soc. Civ. Eng., 1981, 107 (HY11), 1519.
  • [23] ERICKSON A.J., GULLIVER J.S., WEISS P.T., Enhanced sand filtration for storm water phosphorus removal, J. Environ. Eng., 2007, 133 (5), 485
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-a33125d7-f43e-4713-bf2f-82e7abb7c0f4
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