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Spatial Optimization of Best Management Practices to Attain Water Quality Targets

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  • Erica Gaddis
  • Alexey Voinov
  • Ralf Seppelt
  • Donna Rizzo

Abstract

Diffuse nutrient loads are a common problem in developed and agricultural watersheds. While there has been substantial investment in best management practices (BMPs) to reduce diffuse pollution, there remains a need to better prioritize controls at the watershed scale as reflected in recent US-EPA guidance for watershed planning and Total Maximum Daily Load development. We implemented spatial optimization techniques among four diffuse source pathways in a mixed-use watershed in Northern Vermont to maximize total reduction of phosphorus loading to streams while minimizing associated costs. We found that within a capital cost range of 138 to 321 USD ha -1 a phosphorus reduction of 0.29 to 0.38 kg ha −1 year −1 , is attainable. Optimization results are substantially more cost-effective than most scenarios identified by stakeholders. The maximum diffuse phosphorus load reduction equates to 1.25 t year −1 using the most cost-effective technologies for each diffuse source at a cost of $3,464,260. However, 1.13 t year −1 could be reduced at a much lower cost of $976,417. This is the practical upper limit of achievable diffuse phosphorus reduction, above which additional spending would not result in substantially more phosphorus reduction. Watershed managers could use solutions along the resulting Pareto optimal curve to select optimal combinations of BMPs based on a water quality target or available funds. The results demonstrate the power of using spatial optimization methods to arrive at a cost-effective selection of BMPs and their distribution across a landscape. Copyright Springer Science+Business Media Dordrecht 2014

Suggested Citation

  • Erica Gaddis & Alexey Voinov & Ralf Seppelt & Donna Rizzo, 2014. "Spatial Optimization of Best Management Practices to Attain Water Quality Targets," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 28(6), pages 1485-1499, April.
  • Handle: RePEc:spr:waterr:v:28:y:2014:i:6:p:1485-1499
    DOI: 10.1007/s11269-013-0503-0
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    References listed on IDEAS

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    1. Erica Gaddis & Alexey Voinov, 2010. "Spatially Explicit Modeling of Land Use Specific Phosphorus Transport Pathways to Improve TMDL Load Estimates and Implementation Planning," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 24(8), pages 1621-1644, June.
    2. Zevi Azzaino & Jon M. Conrad & Paul J. Ferraro, 2002. "Optimizing the Riparian Buffer: Harold Brook in the Skaneateles Lake Watershed, New York," Land Economics, University of Wisconsin Press, vol. 78(4), pages 501-514.
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    2. Anna Thoms & Stephan Köster, 2022. "Potentials for Sponge City Implementation in Sub-Saharan Africa," Sustainability, MDPI, vol. 14(18), pages 1-21, September.
    3. Sara Todeschini & Sergio Papiri & Carlo Ciaponi, 2018. "Placement Strategies and Cumulative Effects of Wet-weather Control Practices for Intermunicipal Sewerage Systems," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 32(8), pages 2885-2900, June.
    4. Dai, C. & Cai, Y.P. & Ren, W. & Xie, Y.F. & Guo, H.C., 2016. "Identification of optimal placements of best management practices through an interval-fuzzy possibilistic programming model," Agricultural Water Management, Elsevier, vol. 165(C), pages 108-121.
    5. V. M. Jayasooriya & A. W. M. Ng & S. Muthukumaran & B. J. C. Perera, 2016. "Optimal Sizing of Green Infrastructure Treatment Trains for Stormwater Management," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 30(14), pages 5407-5420, November.
    6. Huang, Yu-Kai & Bawa, Ranjit & Mullen, Jeffrey & Hoghooghi, Nahal & Kalin, Latif & Dwivedi, Puneet, 2022. "Designing Watersheds for Integrated Development (DWID): A stochastic dynamic optimization approach for understanding expected land use changes to meet potential water quality regulations," Agricultural Water Management, Elsevier, vol. 271(C).
    7. Whittaker, Gerald & Färe, Rolf & Grosskopf, Shawna & Barnhart, Bradley & Bostian, Moriah & Mueller-Warrant, George & Griffith, Stephen, 2017. "Spatial targeting of agri-environmental policy using bilevel evolutionary optimization," Omega, Elsevier, vol. 66(PA), pages 15-27.
    8. Keith E. Schilling & Jerry Mount & Kelly M. Suttles & Eileen L. McLellan & Phillip W. Gassman & Michael J. White & Jeffrey G. Arnold, 2023. "An Approach for Prioritizing Natural Infrastructure Practices to Mitigate Flood and Nitrate Risks in the Mississippi-Atchafalaya River Basin," Land, MDPI, vol. 12(2), pages 1-24, January.

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