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Notes

Improvement of phosphorus removal in bioretention cells using real-time control

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Pages 992-998 | Received 05 Jul 2021, Accepted 27 Jul 2022, Published online: 03 Aug 2022

References

  • Ament, M.R., S.E. Hurley, M. Voorhees, E. Perkins, Y. Yuan, and J.W. Faulkner. 2021. “Balancing Hydraulic Control and Phosphorus Removal in Bioretention Media Amended with Drinking Water Treatment Residuals.” Environmental Science and Technology Water 1 (3): 688–697. doi:10.1021/acsestwater.0c00178.
  • Bartos, M., B. Wong, and B. Kerkez. 2018. “Open Storm: A Complete Framework for Sensing and Control of Urban Watersheds.” Environmental Science: Water Research and Technology 4: 346–358. doi:10.1039/C7EW00374A.
  • Berglund, E.Z., J.G. Monroe, I. Ahmed, M. Noghabaei, J. Do, J.E. Pesantez, M.A.K. Fasaee, et al. 2020. “Smart Infrastructure: A Vision for the Role of the Civil Engineering Profession in Smart Cities.” Journal of Infrastructure Systems 26 (2). doi:10.1061/(ASCE)IS.1943-555X.0000549.
  • Carpenter, J.F., B. Vallet, G. Pelletier, P. Lessard, and P.A. Vanrolleghem. 2014. “Pollutant Removal Efficiency of a Retrofitted Stormwater Detention Pond.” Water Quality Research Journal 49 (2): 124–134. doi:10.2166/wqrjc.2013.020.
  • Davis, A.P., M. Shokouhian, H. Sharma, and C. Minami. 2006. “Water Quality Improvement through Bioretention Media: Nitrogen and Phosphorus Removal.” Water Environment Research 78 (3): 284–294. doi:10.2175/106143005X94376.
  • Eggimann, S., L. Mutzner, O. Wani, M.Y. Schneider, D. Spuhler, M. Moy de Vitry, P. Beutler, and M. Maurer. 2017. “The Potential for Knowing More: A Review of data-driven Urban Water Management.” Environmental Science & Technology 51 (5): 2538–2553. doi:10.1021/acs.est.6b04267.
  • Gaborit, E., D. Muschalla, B. Vallet, A. Vanrolleghem, and F. Anctil. 2013. “Improving the Performance of Stormwater Detention Basins by real-time Control Using Rainfall Forecasts.” Urban Water Journal 10 (4): 230–246. doi:10.1080/1573062X.2012.726229.
  • Hunt, W.F., A.P. Davis, and R.G. Traver. 2012. “Meeting Hydrologic and Water Quality Goals through Targeted Bioretention Design.” Journal of Environmental Engineering 138 (6): 698–707. doi:10.1061/(ASCE)EE.1943-7870.0000504.
  • Li, J., and A.P. Davis. 2016. “A Unified Look at Phosphorus Treatment Using Bioretention.” Water Research 90: 141–155. doi:10.1016/j.watres.2015.12.015.
  • Liu, Y., L.M. Ahiablame, V.F. Bralts, and B.A. Engel. 2015. “Enhancing a rainfall-runoff Model to Assess the Impacts of BMPs and LID Practices on Storm Runoff.” Journal of Environmental Management 147: 12–23. doi:10.1016/j.jenvman.2014.09.005.
  • Lucas, W.C. 2010. “Design of bioinfiltration-detention Urban Retrofits with Design Storm and Continuous Simulation Methods.” Journal of Hydrologic Engineering 15 (6): 486–498. doi:10.1061/(ASCE)HE.1943-5584.0000137.
  • Mason, B.E., A. Mullapudi, and B. Kerkez. 2021. “StormReactor: An open-source Python Package for the Integrated Modeling of Urban Water Quality and Water Balance.” Environmental Modelling & Software 145 (105175): 105175. doi:10.1016/j.envsoft.2021.105175.
  • Mathews, J. 2006. Post Construction Stormwater Management Practices. In: Rainwater and Land Development: Ohio’s Standards for Stormwater Management, Land Development and Urban Stream Protection, 69–84. 3rd edn ed. Columbus, Ohio, United States: Ohio Department of Natural Resources Division of Soil and Water Conservation.
  • Michalak, A.M., E.J. Anderson, D. Beletsky, S. Boland, N.S. Bosch, T.B. Bridgeman, and J.D. Chaffin. 2013. “Record-setting Algal Bloom in Lake Erie Caused by Agricultural and Meteorological Trends Consistent with Expected Future Conditions.” Proceedings of the National Academy of Sciences 110 (16): 6448–6452. doi:10.1073/pnas.1216006110.
  • MPCA (Minnesota Pollution Control Agency). 2021 “Cost-benefit Considerations for Bioretention.” Minnesota Stormwater Manual. https://stormwater.pca.state.mn.us/index.php/Cost-benefit_considerations_for_bioretention (accessed 21 June 2021)
  • Mullapudi, A., B.P. Wong, and B. Kerkez. 2017. “Emerging Investigators Series: Building a Theory for Smart Stormwater Systems.” Environmental Science: Water Research and Technology 3: 66–77. doi:10.1039/C6EW00211K.
  • O‘Neill, S.W., and A.P. Davis. 2012. “Water Treatment Residuals as a Bioretention Amendment for Phosphorus. I: Evaluation Studies.” Journal of Environmental Engineering 138 (3): 318–327. doi:10.1061/(ASCE)EE.1943-7870.0000409.
  • Persaud, P.P., A.A. Akin, B. Kerkez, D.T. McCarthy, and J.M. Hathaway. 2019. “Real Time Control Schemes for Improving Water Quality from Bioretention Cells.” Blue-Green Systems 1 (1): 55–71. doi:10.2166/bgs.2019.924.
  • Pitt, R., A. Maestre, and J. Clary 2018 “The National Stormwater Quality Database, Version 4.02 Background.” http://www.bmpdatabase.org/nsqd.html
  • Qiu, F., S. Zhao, D. Zhao, J. Wang, and K. Fu. 2019. “Enhanced Nutrient Removal in Bioretention Systems Modified with Water Treatment Residuals and Internal Water Storage Zone.” Environmental Science: Water Research and Technology 5: 993–1003. doi:10.1039/C9EW00093C.
  • Rossman, L.A. 2010. “Modeling Low Impact Development Alternatives with SWMM.” Journal of Water Management Modeling 6062: 167–182. doi:10.14796/JWMM.R236-11.
  • Rossman, L.A. 2015. Storm Water Management Model User’s Manual Version 5.1. Cincinnati, United States: United States Environmental Protection Agency.
  • Rossman, L.A. 2016. Storm Water Management Model Reference Manual Volume III – Water Quality. Cincinnati, United States: United States Environmental Protection Agency.
  • Tirpak, R.A., A.R.M.N. Afrooz, R.J. Winston, R. Valenca, K. Schiff, and S.K. Mohanty. 2021. “Conventional and Amended Bioretention Soil Media for Targeted Pollutant Treatment: A Critical Review to Guide the State of Practice.” Water Research 189. doi:10.1016/j.watres.2020.116648.
  • Wong, B., and B. Kerkez. 2018. “Real‐Time Control of Urban Headwater Catchments through Linear Feedback: Performance, Analysis, and Site Selection.” Water Resources Research 54 (10): 7309–7330. doi:10.1029/2018WR022657.

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