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

dc.contributor.author

Behrens, Jonathan R

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Joyce, Abigail S

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Ferguson, P Lee

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Kolpin, Dana W

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Jayasundara, Nishad

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Barbo, Nadia

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Bernhardt, Emily S

dc.date.accessioned

2026-03-11T15:19:25Z

dc.date.available

2026-03-11T15:19:25Z

dc.date.issued

2025-07

dc.description.abstract

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.

dc.identifier.issn

0013-936X

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1520-5851

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https://hdl.handle.net/10161/34297

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eng

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American Chemical Society (ACS)

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Environmental science & technology

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10.1021/acs.est.4c14607

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https://creativecommons.org/licenses/by-nc/4.0

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Animals

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Zebrafish

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Water Pollutants, Chemical

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Environmental Monitoring

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Water Quality

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Wastewater

dc.title

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

dc.type

Journal article

duke.contributor.orcid

Ferguson, P Lee|0000-0002-8367-7521

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Jayasundara, Nishad|0000-0003-2485-6893

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Bernhardt, Emily S|0000-0003-3031-621X

pubs.begin-page

13958

pubs.end-page

13969

pubs.issue

27

pubs.organisational-group

Duke

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Nicholas School of the Environment

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Pratt School of Engineering

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School of Medicine

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Trinity College of Arts & Sciences

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Clinical Science Departments

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Civil and Environmental Engineering

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Medicine

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Medicine, Nephrology

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Biology

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Marine Science and Conservation

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University Initiatives & Academic Support Units

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University Institutes and Centers

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Duke Global Health Institute

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Duke Science & Society

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Environmental Natural Science

pubs.publication-status

Published

pubs.volume

59

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