Multi-site watershed model calibration for evaluating best management practice effectiveness in reducing fecal pollution

Abstract

In this study, the Soil and Water Assessment Tool (SWAT) is coupled with the Bacteria Source Load Calculator (BSLC) to develop alternative scenarios of agricultural best management practice (BMP) implementation and septic system repair to achieve total maximum daily load (TMDL) targets for Escherichia coli (E. coli) in a small agricultural watershed located in Michigan, USA. Due to the uncertainty involved in bacterial source estimation from wildlife and failing septic systems in agricultural watersheds, we propose a method for estimating their respective bacteria loading during SWAT calibration, which was performed at eight sampling locations and validated at a ninth. BMP implementation scenarios were prioritized based on their ability to meet TMDL targets at the lowest cost using a spatially targeted subwatershed ranking identifying the greatest E. coli source contribution. BMP effectiveness is driven by E. coli source locations defined in the BSLC-SWAT linkage. The framework developed here, from linking BSLC to SWAT to ranking subwatersheds, was effective in meeting the TMDL targets and is readily transferable to other watersheds. Agricultural BMPs were unsuccessful in meeting TMDL targets, but the target can be met by repairing about 60 of 110 estimated failing septic tanks.

Keywords:

• E. coli
• SWAT
• bacteria modeling
• TMDL
• best management practice

Acknowledgments

The authors would like to thank Mr. Steven Miller for his assistance throughout this project.

Conflict of interest

No financial interest or benefit was arisen from the direct applications of this research.

Additional information

Funding

This work was supported by the U.S. Environmental Protection Agency under the cooperative agreement GL-E00447-0.