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An integrated approach to coupled nutrient and microbial source tracking in an agricultural watershed

•We tracked nitrogen and fecal bacteria in Tillamook Bay Watershed, Oregon (USA).•Nitrogen and fecal bacteria entered surface waters as co-pollutants.•Primary sources were agricultural inputs followed by human waste.•Microbial source tracking was a useful tool to contextualize nitrogen sources. Estu...

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Published in:Water research (Oxford) 2025-03, Vol.272, p.122981, Article 122981
Main Authors: Zimmer-Faust, Amity G., Brown, Cheryl A., Shanks, Orin C., Rugh, William, Collura, T Chris Mochon, Stecher, Hilmar A.
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container_title Water research (Oxford)
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creator Zimmer-Faust, Amity G.
Brown, Cheryl A.
Shanks, Orin C.
Rugh, William
Collura, T Chris Mochon
Stecher, Hilmar A.
description •We tracked nitrogen and fecal bacteria in Tillamook Bay Watershed, Oregon (USA).•Nitrogen and fecal bacteria entered surface waters as co-pollutants.•Primary sources were agricultural inputs followed by human waste.•Microbial source tracking was a useful tool to contextualize nitrogen sources. Estuaries often experience multiple water quality impairments including nitrogen enrichment and elevated fecal pollution. These pollutant sources are often linked and difficult to characterize, especially in multiple use watersheds, hindering the identification of effective mitigation steps. Tillamook Bay (Oregon, USA) has a mixed-use watershed including many potential nutrient and fecal bacteria sources due to agricultural activities, human development, and local wildlife populations. In this study, microbial source tracking, watershed modeling, and stable isotope analysis were combined to understand sources of watershed nitrogen and fecal bacteria to receiving waters. Tributaries of Tillamook Bay were sampled approximately monthly from June 2016 to May 2017 at 16 sites. Paired measurements of host-associated qPCR-based genetic markers targeting human (HF183/BacR287 and HumM2), ruminant (Rum2Bac), cattle (CowM2 and CowM3), canine (DG3), and avian (GFD) fecal pollution sources and nitrate stable isotope (δ15N-NO3) were compared to each other and to watershed modeled contributions. Ruminant and cattle-associated genetic markers were detected at a high frequency across sites, with the Rum2Bac marker detected in 94 % of samples collected across sites and concentrations significantly correlated with E. coli levels. Cattle and ruminant genetic marker concentrations increased downstream in four out of five tributaries, mirroring δ15N-NO3 spatial trends during the wet season, suggesting a similar source and delivery for these co-pollutants. Although agricultural inputs are the dominant source of both fecal contamination and nitrogen to this system, human-associated genetic markers and elevated nutrient levels (NH4+ and PO4–3) were observed at two sites in proximity to a wastewater treatment facility on the Trask River. Elevated δ15N-NO3 and HF183/BacR287 levels in the same samples further corroborated a wastewater impact at these sites. Results support the utility of using a combined pollutant tracking approach when evaluating nutrient and fecal pollution in agriculturally intensive watersheds. [Display omitted]
doi_str_mv 10.1016/j.watres.2024.122981
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Estuaries often experience multiple water quality impairments including nitrogen enrichment and elevated fecal pollution. These pollutant sources are often linked and difficult to characterize, especially in multiple use watersheds, hindering the identification of effective mitigation steps. Tillamook Bay (Oregon, USA) has a mixed-use watershed including many potential nutrient and fecal bacteria sources due to agricultural activities, human development, and local wildlife populations. In this study, microbial source tracking, watershed modeling, and stable isotope analysis were combined to understand sources of watershed nitrogen and fecal bacteria to receiving waters. Tributaries of Tillamook Bay were sampled approximately monthly from June 2016 to May 2017 at 16 sites. Paired measurements of host-associated qPCR-based genetic markers targeting human (HF183/BacR287 and HumM2), ruminant (Rum2Bac), cattle (CowM2 and CowM3), canine (DG3), and avian (GFD) fecal pollution sources and nitrate stable isotope (δ15N-NO3) were compared to each other and to watershed modeled contributions. Ruminant and cattle-associated genetic markers were detected at a high frequency across sites, with the Rum2Bac marker detected in 94 % of samples collected across sites and concentrations significantly correlated with E. coli levels. Cattle and ruminant genetic marker concentrations increased downstream in four out of five tributaries, mirroring δ15N-NO3 spatial trends during the wet season, suggesting a similar source and delivery for these co-pollutants. Although agricultural inputs are the dominant source of both fecal contamination and nitrogen to this system, human-associated genetic markers and elevated nutrient levels (NH4+ and PO4–3) were observed at two sites in proximity to a wastewater treatment facility on the Trask River. Elevated δ15N-NO3 and HF183/BacR287 levels in the same samples further corroborated a wastewater impact at these sites. Results support the utility of using a combined pollutant tracking approach when evaluating nutrient and fecal pollution in agriculturally intensive watersheds. 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Paired measurements of host-associated qPCR-based genetic markers targeting human (HF183/BacR287 and HumM2), ruminant (Rum2Bac), cattle (CowM2 and CowM3), canine (DG3), and avian (GFD) fecal pollution sources and nitrate stable isotope (δ15N-NO3) were compared to each other and to watershed modeled contributions. Ruminant and cattle-associated genetic markers were detected at a high frequency across sites, with the Rum2Bac marker detected in 94 % of samples collected across sites and concentrations significantly correlated with E. coli levels. Cattle and ruminant genetic marker concentrations increased downstream in four out of five tributaries, mirroring δ15N-NO3 spatial trends during the wet season, suggesting a similar source and delivery for these co-pollutants. 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Paired measurements of host-associated qPCR-based genetic markers targeting human (HF183/BacR287 and HumM2), ruminant (Rum2Bac), cattle (CowM2 and CowM3), canine (DG3), and avian (GFD) fecal pollution sources and nitrate stable isotope (δ15N-NO3) were compared to each other and to watershed modeled contributions. Ruminant and cattle-associated genetic markers were detected at a high frequency across sites, with the Rum2Bac marker detected in 94 % of samples collected across sites and concentrations significantly correlated with E. coli levels. Cattle and ruminant genetic marker concentrations increased downstream in four out of five tributaries, mirroring δ15N-NO3 spatial trends during the wet season, suggesting a similar source and delivery for these co-pollutants. 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subjects Agriculture
Animals
Bacteria
Co-pollutants
Environmental Monitoring
Feces - microbiology
Humans
Microbial source tracking
Nitrate isotope
Nitrogen
Nitrogen - analysis
Water Microbiology
Water Quality
title An integrated approach to coupled nutrient and microbial source tracking in an agricultural watershed
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