Denitrifying Bioreactors for Nitrate Removal: A Meta-Analysis
2016, Journal of environmental quality
https://doi.org/10.2134/JEQ2015.07.0399Abstract
Meta-analysis approaches were used in this first quantitative synthesis of denitrifying woodchip bioreactors. Nitrate removal across environmental and design conditions was assessed from 26 published studies, representing 57 separate bioreactor units (i.e., walls, beds, and laboratory columns). Effect size calculations weighted the data based on variance and number of measurements for each bioreactor unit. Nitrate removal rates in bed and column studies were not significantly different, but both were significantly higher than wall studies. In denitrifying beds, wood source did not significantly affect nitrate removal rates. Nitrate removal (mass per volume) was significantly lower in beds with <6-h hydraulic retention times, which argues for ensuring that bed designs incorporate sufficient time for nitrate removal. Rates significantly declined after the first year of bed operation but then stabilized. Nitrogen limitation significantly affected bed nitrate removal. Categorical and...
References (51)
- Billen, G., J. Garnier, and L. Lassaletta. 2013. The nitrogen cascade from agricul- tural soils to the sea: Modelling nitrogen transfers at regional watershed and global scales. Philos. Trans. R. Soc. B 368:20130123. doi:10.1098/ rstb.2013.0123
- Borenstein, M., L.V. Hedges, J.P.T. Higgins, and H.R. Rothstein. 2009. Introduc- tion to meta-analysis. John Wiley & Sons, New York.
- Burns, R., and R. Burns. 2008. Business research methods and statistics using SPSS. Sage Publishing, Thousand Oaks, CA.
- Cameron, S.G., and L.A. Schipper. 2010. Nitrate removal and hydraulic per- formance of organic carbon for use in denitrification beds. Ecol. Eng. 36:1588-1595. doi:10.1016/j.ecoleng.2010.03.010
- Christianson, L.E., A. Bhandari, and M.J. Helmers. 2012a. A practice-oriented review of woodchip bioreactors for subsurface agricultural drainage. Appl. Eng. Agric. 28:861-874. doi:10.13031/2013.42479
- Christianson, L.E., A. Bhandari, and M.J. Helmers. 2011a. Pilot-scale evalu- ation of denitrification drainage bioreactors: Reactor geometry and performance. J. Environ. Eng. 137:213-220. doi:10.1061/(ASCE) EE.1943-7870.0000316
- Christianson, L., A. Bhandari, M. Helmers, K. Kult, T. Sutphin, and R. Wolf. 2012b. Performance evaluation of four field-scale agricultural drain- age denitrification bioreactors in Iowa. Trans. Am. Soc. Agric. Eng. 55:2163-2174.
- Christianson, L., R. Christianson, M. Helmers, C. Pederson, and A. Bhandari. 2013a. Modeling and calibration of drainage denitrification bioreactor design criteria. J. Irrig. Drain. Eng. 139:699-709. doi:10.1061/(ASCE) IR.1943-4774.0000622
- Christianson, L.E., J.A. Hanly, and M.J. Hedley. 2011b. Optimized denitrifica- tion bioreactor treatment through simulated drainage containment. Agric. Water Manage. 99:85-92. doi:10.1016/j.agwat.2011.07.015
- Christianson, L., M. Helmers, A. Bhandari, and T. Moorman. 2013b. Internal hydraulics of an agricultural drainage denitrification bioreactor. Ecol. Eng. 52:298-307. doi:10.1016/j.ecoleng.2012.11.001
- Chun, J.A., R.A. Cooke, J.W. Eheart, and M.S. Kang. 2009. Estimation of flow and transport parameters for woodchip-based bioreactors: I. Lab- oratory-scale bioreactor. Biosystems Eng. 104:384-395. doi:10.1016/j. biosystemseng.2009.06.021
- Cornwell, W.K., J.H.C. Cornelissen, S.D. Allison, J. Bauhus, P. Eggleton, C.M. Preston, F. Scarff, J.T. Weedon, C. Wirth, and A.E. Zanne. 2009. Plant traits and wood fates across the globe: Rotted, burned, or consumed? Glob. Change Biol. 15:2431-2449. doi:10.1111/j.1365-2486.2009.01916.x
- David, M.B., L.E Gentry, R.A. Cooke, and S.M Herbstritt. 2016. Tempera- ture and substrate control woodchip bioreactor performance in reducing tile nitrate loads in east-central Illinois. J. Environ. Qual. doi:10.2134/ jeq2015.06.0296
- Diaz, R.J. 2001. Overview of hypoxia around the world. J. Environ. Qual. 30:275-281. doi:10.2134/jeq2001.302275x
- Elgood, Z., W.D. Robertson, S.L. Schiff, and R. Elgood. 2010. Nitrate removal and greenhouse gas production in a stream-bed denitrifying bioreactor. Ecol. Eng. 36:1575-1580. doi:10.1016/j.ecoleng.2010.03.011
- Erisman, J.W., J.N. Galloway, S. Seitzinger, A. Bleeker, N.B. Dise, A.M.R. Petres- cu, A.M. Leach, and W. de Vries. 2013. Consequences of human modifica- tion of the global nitrogen cycle. Phil. Trans. R. Soc. B 368:210130116.
- Fenton, O., M.G. Healy, F. Brennan, M.M.R. Jahangir, G.J. Lanigan, K.G. Richards, S.F. Thornton, and T.G. Ibrahim. 2014. Permeable reactive in- terceptors: Blocking diffuse nutrient and greenhouse gases losses in key area of the farming landscape. J. Agric. Sci. 152:71-81. doi:10.1017/ S0021859613000944
- Gibert, O., S. Pomierny, I. Rowe, and R.M. Kalin. 2008. Selection of organic sub- strates as potential reactive materials for use in a denitrification permeable reactive barrier (PRB). Bioresour. Technol. 99:7587-7596. doi:10.1016/j. biortech.2008.02.012
- Greenan, C.M., T.B. Moorman, T.C. Kaspar, T.B. Parkin, and D.B. Jaynes. 2006. Comparing carbon substrates for denitrification of subsurface drainage wa- ter. J. Environ. Qual. 35:824-829. doi:10.2134/jeq2005.0247
- Healy, M.G., M. Barrett, G.J. Lanigan, A. Joao Serrenho, T.G. Ibrahim, S.F. Thornton, S.A. Rolfe, W.E. Huang, and O. Fenton. 2015. Optimizing nitrate removal and evaluating pollution swapping trade-offs from a labo- ratory denitrification bioreactors. Ecol. Eng. 74:290-301. doi:10.1016/j. ecoleng.2014.10.005
- Healy, M.G., T.G. Ibrahim, G.J. Lanigan, A. Joao Serrenho, and O. Fenton. 2012. Nitrate removal rate, efficiency and pollution swapping potential of differ- ent organic carbon media in laboratory denitrification bioreactors. Ecol. Eng. 40:198-209. doi:10.1016/j.ecoleng.2011.12.010
- Healy, M.G., M. Rodgers, and J. Mulqueen. 2006. Denitrification of a nitrate- rich synthetic wastewater using various wood-based media materials. J. Environ. Sci. Health A Tox. Hazard. Subst. Environ. Eng. 41:779-788. doi:10.1080/10934520600614371
- Howarth, R.W. 2008. Coastal nitrogen pollution: A review of sources and trends globally and regionally. Harmful Algae 8:14-20. doi:10.1016/j. hal.2008.08.015
- Howarth, R.W., D.M. Anderson, T.M. Church, H. Greening, C.S. Hopkinson, W.C. Huber, N. Marcus, R.J. Naiman, K. Segerson, A. Sharpley, and W.J. Wiseman. 2000. Clean coastal waters: Understanding and reducing the effects of nutrient pollution. National Academy Press, Washington, DC.
- Hunter, J.E., J.L. Jensen, and R. Rodgers. 2014. The control group and meta- analysis. J. Methods Meas. Soc. Sci. 5:3-21.
- Illinois Nutrient Loss Reduction Strategy. 2015. Illinois Environmental Protec- tion Agency. www.epa.illinois.gov/topics/water-quality/watershed-man- agement/excess-nutrients/index (accessed 20 July 2015).
- Iowa Nutrient Reduction Strategy. 2013. A science and technology-based frame- work to assess and reduce nutrients to Iowa waters and the Gulf of Mexico. Iowa Department of Agriculture and Land Stewardship, Iowa Department of Natural Resources, and Iowa State University College of Agriculture and Life Sciences, Ames, IA.
- Lepine, C., L. Christianson, K. Sharrer, and S. Summerfelt. 2016. Optimizing hydraulic retention times in denitrifying woodchip bioreactors treating re- circulating aquaculture system wastewater. J. Environ. Qual. doi:10.2134/ jeq2015.05.0242
- Los Huertos, M., L.E. Gentry, and C. Shennan. 2001. Land use and stream ni- trogen concentrations in agricultural watersheds along the central coast of California. Sci. World J. 1:615-622. doi:10.1100/tsw.2001.315
- Moorman, T.B., T.B. Parkin, T.C. Kaspar, and D.B. Jaynes. 2010. Denitrifica- tion activity, wood loss, and N 2 O emissions over 9 years from a wood chip bioreactor. Ecol. Eng. 36:1567-1574. doi:10.1016/j.ecoleng.2010.03.012
- Nixon, S.W., B. Buckley, S. Granger, and J. Bintz. 2001. Responses of very shal- low marine ecosystems to nutrient enrichment. Hum. Ecol. Risk Assess. 7:1457-1481. doi:10.1080/20018091095131
- Oakley, S.M., A.J. Gold, and A.J. Oczkowski. 2010. Nitrogen control through decentralized wastewater treatment: Process performance and alterna- tive management strategies. Ecol. Eng. 36:1520-1531. doi:10.1016/j. ecoleng.2010.04.030
- Pluer, W.T., L.D. Geohring, T.S. Steenhuis, and M.T. Walter. 2016. Controls influencing the treatment of excess agricultural nitrate with denitrifying bioreactors. J. Environ. Qual. doi:10.2134/jeq2015.06.0271
- Robertson, W.D. 2010. Nitrate removal rates in woodchip media of varying age. Ecol. Eng. 36:1581-1587. doi:10.1016/j.ecoleng.2010.01.008
- Robertson, W.D., D.W. Blowes, C.J. Ptacek, and J.A. Cherry. 2000. Long-term performance of in situ reactive barriers for nitrate remediation. Ground Water 38:689-695. doi:10.1111/j.1745-6584.2000.tb02704.x
- Robertson, W.D., and J.A. Cherry. 1995. In situ denitrification of septic-system nitrate using reactive porous media barriers: Field trials. Ground Water 33:99-111. doi:10.1111/j.1745-6584.1995.tb00266.x
- Robertson, W.D., and L.C. Merkley. 2009. In-stream bioreactor for agricul- tural nitrate treatment. J. Environ. Qual. 38:230-237. doi:10.2134/ jeq2008.0100
- Robertson, W.D., C.J. Ptacek, and S.J. Brown. 2009. Rates of nitrate and perchlorate removal in a 5-year-old wood particle reactor treat- ing agricultural drainage. Groundwater Monit. Rem. 29:87-94. doi:10.1111/j.1745-6592.2009.01231.x
- Rosenberg, M.S., D.C. Adams, and J. Burevitch. 2000. Metawin statistical soft- ware for meta-analysis, Sinauer Associates, Inc., Sunderland, MA.
- Schipper, L.A., S.C. Cameron, and S. Warneke. 2010a. Nitrate removal from three different effluents using large-scale denitrification beds. Ecol. Eng. 36:1552-1557. doi:10.1016/j.ecoleng.2010.02.007
- Schipper, L.A., W.D. Robertson, A.J. Gold, D.B. Jaynes, and S.C. Cameron. 2010b. Denitrifying bioreactors: An approach for reducing nitrate loads to receiving waters. Ecol. Eng. 36:1532-1543. doi:10.1016/j. ecoleng.2010.04.008
- Schipper, L.A., and M. Vojvodić-Vuković. 1998. Nitrate removal from ground- water using a denitrification wall amended with sawdust: Field trial. J. Envi- ron. Qual. 27:664-668. doi:10.2134/jeq1998.00472425002700030025x
- Schipper, L.A., and M. Vojvodić-Vuković. 2000. Nitrate removal from ground- water and denitrification rates in a porous treatment wall amended with sawdust. Ecol. Eng. 14:269-278. doi:10.1016/S0925-8574(99)00002-6
- Schmidt, C.A., and M.W. Clark. 2012. Efficacy of a denitrification wall to treat continuously high nitrate loads. Ecol. Eng. 42:203-211. doi:10.1016/j. ecoleng.2012.02.006
- Tonitto, C., M.B. David, and L.E. Drinkwater. 2006. Replacing bare fallows with cover crops in fertilizer-intensive cropping systems: A meta-analysis of crop yield and N dynamics. Agric. Ecosyst. Environ. 112:58-72. doi:10.1016/j. agee.2005.07.003
- van Driel, P.W., W.D. Robertson, and L.C. Merkley. 2006. Denitrification of agricultural drainage using wood-based reactors. Trans. ASABE 49:565- 573. doi:10.13031/2013.20391
- Warneke, S., L.A. Schipper, D.A. Bruesewitz, I. Mcdonald, and S. Cam- eron. 2011c. Rates, controls and potential adverse effects of nitrate re- moval in a denitrification bed. Ecol. Eng. 37:511-522. doi:10.1016/j. ecoleng.2010.12.006
- Warneke, S., L.A. Schipper, D.A. Bruesewitz, and W.T. Baisden. 2011a. A com- parison of different approaches for measuring denitrification rates in a nitrate removing bioreactor. Water Res. 45:4141-4151. doi:10.1016/j. watres.2011.05.027
- Warneke, S., L.A. Schipper, M.G. Matiasek, K.M. Scow, S. Cameron, D.A. Brue- sewitz, and I.R. Mcdonald. 2011b. Nitrate removal, communities of deni- trifiers and adverse effects in different carbon substrates for use in denitrifi- cation beds. Water Res. 45:5463-5475. doi:10.1016/j.watres.2011.08.007
- White, H.D. 2009. Scientific communication and literature retrieval. In: H. Cooper, et al., editors, The handbook of research synthesis and meta-anal- ysis. 2nd ed. Russel Sage Foundation, New York. p. 51-71.
- Woli, K.P., M.B. David, R.A. Cooke, G.F. Mcisaac, and C.A. Mitchell. 2010. Ni- trogen balance in and export from agricultural fields associated with con- trolled drainage systems and denitrifying bioreactors. Ecol. Eng. 36:1558- 1566. doi:10.1016/j.ecoleng.2010.04.024