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Integrating Contaminant Source Indicators, Water Quality Measures, and Ecotoxicity to Characterize Contaminant Mixtures and Per- and Polyfluoroalkyl Substance (PFAS) Variability in an Urban Watershed.

Publication ,  Journal Article
Behrens, JR; Joyce, AS; Ferguson, PL; Kolpin, DW; Jayasundara, N; Barbo, N; Bernhardt, ES
Published in: Environmental science & technology
July 2025

Thousands of chemical contaminants threaten watersheds but are time and cost prohibitive to monitor. Identifying their sources, transport, and ecological risk is limited in heterogeneous urban watersheds. We present an integrative watershed approach using source-specific indicator compounds, common water quality measures, and ecotoxicity assays to examine the distribution of contaminant mixtures in an urbanized watershed. Indicator compound concentrations were temporally and spatially distributed for treated/untreated sewage (sucralose, artificial sweetener), road runoff (diphenyl-guanidine [DPG] and 6PPD-quinone [6PPD-Q], automobile tire additives), and lawncare runoff (aminomethanephosphonic acid (AMPA), major degradant of the herbicide glyphosate). Sucralose was predominately sourced from treated wastewater; measurable concentrations in tributaries indicated raw sewage inputs. DPG and 6PPD-Q concentrations correlated to road density during base flow and were elevated during stormflow. AMPA was measurable spring through fall, especially where lawns were dense. When specific sources dominated flow, water quality measures correlated with wastewater (sulfate, potassium, chloride, and sodium) and road runoff (chromium and lead) indicators. The limited behavioral toxicity observed in exposed zebrafish (Danio rerio) (18%) was not well explained by source-indicators. PFAS concentrations were highly variable spatially but not well explained by our source-specific indicator compounds. More costly compound-specific monitoring may be necessary when multiple sources exist or when unexpected toxicity trends occur.

Duke Scholars

Published In

Environmental science & technology

DOI

EISSN

1520-5851

ISSN

0013-936X

Publication Date

July 2025

Volume

59

Issue

27

Start / End Page

13958 / 13969

Related Subject Headings

  • Zebrafish
  • Water Quality
  • Water Pollutants, Chemical
  • Wastewater
  • Environmental Sciences
  • Environmental Monitoring
  • Animals
 

Citation

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Chicago
ICMJE
MLA
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Behrens, J. R., Joyce, A. S., Ferguson, P. L., Kolpin, D. W., Jayasundara, N., Barbo, N., & Bernhardt, E. S. (2025). Integrating Contaminant Source Indicators, Water Quality Measures, and Ecotoxicity to Characterize Contaminant Mixtures and Per- and Polyfluoroalkyl Substance (PFAS) Variability in an Urban Watershed. Environmental Science & Technology, 59(27), 13958–13969. https://doi.org/10.1021/acs.est.4c14607
Behrens, Jonathan R., Abigail S. Joyce, P Lee Ferguson, Dana W. Kolpin, Nishad Jayasundara, Nadia Barbo, and Emily S. Bernhardt. “Integrating Contaminant Source Indicators, Water Quality Measures, and Ecotoxicity to Characterize Contaminant Mixtures and Per- and Polyfluoroalkyl Substance (PFAS) Variability in an Urban Watershed.Environmental Science & Technology 59, no. 27 (July 2025): 13958–69. https://doi.org/10.1021/acs.est.4c14607.
Behrens JR, Joyce AS, Ferguson PL, Kolpin DW, Jayasundara N, Barbo N, et al. Integrating Contaminant Source Indicators, Water Quality Measures, and Ecotoxicity to Characterize Contaminant Mixtures and Per- and Polyfluoroalkyl Substance (PFAS) Variability in an Urban Watershed. Environmental science & technology. 2025 Jul;59(27):13958–69.
Behrens, Jonathan R., et al. “Integrating Contaminant Source Indicators, Water Quality Measures, and Ecotoxicity to Characterize Contaminant Mixtures and Per- and Polyfluoroalkyl Substance (PFAS) Variability in an Urban Watershed.Environmental Science & Technology, vol. 59, no. 27, July 2025, pp. 13958–69. Epmc, doi:10.1021/acs.est.4c14607.
Behrens JR, Joyce AS, Ferguson PL, Kolpin DW, Jayasundara N, Barbo N, Bernhardt ES. Integrating Contaminant Source Indicators, Water Quality Measures, and Ecotoxicity to Characterize Contaminant Mixtures and Per- and Polyfluoroalkyl Substance (PFAS) Variability in an Urban Watershed. Environmental science & technology. 2025 Jul;59(27):13958–13969.
Journal cover image

Published In

Environmental science & technology

DOI

EISSN

1520-5851

ISSN

0013-936X

Publication Date

July 2025

Volume

59

Issue

27

Start / End Page

13958 / 13969

Related Subject Headings

  • Zebrafish
  • Water Quality
  • Water Pollutants, Chemical
  • Wastewater
  • Environmental Sciences
  • Environmental Monitoring
  • Animals