Optimal Placement of Conservation Practices Using Genetic Algorithm with SWAT
AbstractThe effectiveness of conservation practices depends on their placement on the fields within the watershed. Cost-effective placement of these practices for maximum water quality benefits on each field requires comparing a very large number of possible land-use scenarios. To address this problem, we combine the tools of evolutionary algorithm with the Soil and Water Assessment Tool (SWAT) model and cost data to develop a trade-off frontier of least cost of achieving nutrient reductions and the corresponding locations of conservation practices. This approach was applied to the Raccoon River Watershed, which drains about 9,400 km2 of an intensive agriculture region in west-central Iowa. Applying genetic algorithm to the calibrated SWAT modeling setup produced multitudes of optimal solutions of achieving nutrient reductions in relation to the total cost of placing these practices. For example, a 30% reduction in nitrate (and a corresponding 53% reduction in phosphorus) at the watershed outlet can be achieved with a cost of $80 million per year. This solution frontier allows policymakers and stakeholders to explicitly see the trade-offs between cost and nutrient reductions.
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Bibliographic InfoPaper provided by Center for Agricultural and Rural Development (CARD) at Iowa State University in its series Center for Agricultural and Rural Development (CARD) Publications with number 09-wp496.
Date of creation: Jul 2009
Date of revision:
genetic algorithm; nutrient calibration; Raccoon River Watershed; SWAT.;
This paper has been announced in the following NEP Reports:
- NEP-ALL-2009-08-08 (All new papers)
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- Reeling, Carson J. & Gramig, Benjamin M., 2011. "Using Carbon Offsets to Fund Agricultural Conservation Practices in a Working-Lands Setting," 2011 Annual Meeting, July 24-26, 2011, Pittsburgh, Pennsylvania 103577, Agricultural and Applied Economics Association.
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