DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

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

Journal Article · · Environmental Science and Technology

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. Here, more costly compound-specific monitoring may be necessary when multiple sources exist or when unexpected toxicity trends occur.

Research Organization:
Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
Sponsoring Organization:
USDOE
Grant/Contract Number:
AC05-00OR22725
OSTI ID:
2584519
Journal Information:
Environmental Science and Technology, Journal Name: Environmental Science and Technology Journal Issue: 27 Vol. 59; ISSN 1520-5851; ISSN 0013-936X
Publisher:
American Chemical Society (ACS)Copyright Statement
Country of Publication:
United States
Language:
English

References (57)

Concentration‐discharge relationships derived from a larger regional dataset as a tool for watershed management journal September 2021
Hypoxia dynamics and spatial distribution in a low gradient river journal April 2021
Quantification of organic contaminants in urban stormwater by isotope dilution and liquid chromatography-tandem mass spectrometry journal November 2019
Development of a sensitive direct injection LC-MS/MS method for the detection of glyphosate and aminomethylphosphonic acid (AMPA) in hard waters journal April 2021
The Tire Wear Compounds 6PPD-Quinone and 1,3-Diphenylguanidine in an Urban Watershed journal August 2021
Risk-Based Analysis of Environmental Monitoring Data: Application to Heavy Metals in North Carolina Surface Waters journal August 2002
Effects of stormwater management and stream restoration on watershed nitrogen retention journal June 2014
Occurrence of the herbicide glyphosate and its metabolite AMPA in surface waters in Switzerland determined with on-line solid phase extraction LC-MS/MS journal October 2016
Long-term changes in watershed nutrient inputs and riverine exports in the Neuse River, North Carolina journal April 2001
Environmental chemistry of phosphonates journal June 2003
Making ‘chemical cocktails’ – Evolution of urban geochemical processes across the periodic table of elements journal August 2020
Transfer of glyphosate and its degradate AMPA to surface waters through urban sewerage systems journal September 2009
Relevance of urban glyphosate use for surface water quality journal September 2010
Source characterisation of road dust based on chemical and mineralogical composition journal April 2012
Using zebrafish embryo bioassays combined with high-resolution mass spectrometry screening to assess ecotoxicological water bodies quality status: A case study in Panama rivers journal June 2021
Detection of selected tire wear compounds in urban receiving waters journal October 2021
Evaluation of the artificial sweetener sucralose as a sanitary wastewater tracer in Narragansett Bay, Rhode Island, USA journal September 2019
Urban contribution of pharmaceuticals and other organic wastewater contaminants to streams during differing flow conditions journal July 2004
Urban contributions of glyphosate and its degradate AMPA to streams in the United States journal February 2006
A national reconnaissance for pharmaceuticals and other organic wastewater contaminants in the United States — II) Untreated drinking water sources journal September 2008
Treatment technologies and degradation pathways of glyphosate: A critical review journal November 2020
Per- and polyfluoroalkyl substances in water and wastewater: A critical review of their global occurrence and distribution journal February 2022
Per- and polyfluoroalkyl substances (PFAS) in river discharge: Modeling loads upstream and downstream of a PFAS manufacturing plant in the Cape Fear watershed, North Carolina journal July 2022
Transcriptome signatures of wastewater effluent exposure in larval zebrafish vary with seasonal mixture composition in an effluent-dominated stream journal January 2023
Sources of per- and polyfluoroalkyl substances in an arid, urban, wastewater-dominated watershed journal August 2024
Occurrence and suitability of sucralose as an indicator compound of wastewater loading to surface waters in urbanized regions journal July 2011
Spatial and temporal patterns of surface water quality and ichthyotoxicity in urban and rural river basins in Texas journal December 2012
A global assessment of glyphosate and AMPA inputs into rivers: Over half of the pollutants are from corn and soybean production journal September 2024
More Than a First Flush: Urban Creek Storm Hydrographs Demonstrate Broad Contaminant Pollutographs journal April 2020
Dosing the Coast: Leaking Sewage Infrastructure Delivers Large Annual Doses and Dynamic Mixtures of Pharmaceuticals to Urban Rivers journal August 2021
Food, Beverage, and Feedstock Processing Facility Wastewater: a Unique and Underappreciated Source of Contaminants to U.S. Streams journal December 2021
Ubiquity of Amino Accelerators and Antioxidants in Road Dust from Multiple Land Types: Targeted and Nontargeted Analysis journal July 2023
Expanded Target-Chemical Analysis Reveals Extensive Mixed-Organic-Contaminant Exposure in U.S. Streams journal April 2017
Using High-Resolution Mass Spectrometry to Identify Organic Contaminants Linked to Urban Stormwater Mortality Syndrome in Coho Salmon journal August 2018
Urban Stormwater: An Overlooked Pathway of Extensive Mixed Contaminants to Surface and Groundwaters in the United States journal August 2019
Application of Nontarget High Resolution Mass Spectrometry Data to Quantitative Source Apportionment journal October 2019
Developing Unique Nontarget High-Resolution Mass Spectrometry Signatures to Track Contaminant Sources in Urban Waters journal October 2020
Occurrences of Tire Rubber-Derived Contaminants in Cold-Climate Urban Runoff journal September 2021
Legacy and Emerging Perfluoroalkyl Substances Are Important Drinking Water Contaminants in the Cape Fear River Watershed of North Carolina journal November 2016
Application of a Microporous Polyethylene Tube Passive Sampler for Monitoring Per- and Polyfluoroalkyl Substances in Wastewater Influent and Effluent journal April 2024
Pharmaceuticals, Hormones, and Other Organic Wastewater Contaminants in U.S. Streams, 1999−2000:  A National Reconnaissance journal March 2002
Artificial Sweetener Sucralose in U.S. Drinking Water Systems journal September 2011
Metabolism and degradation of glyphosate in soil and water journal May 1977
Defining drinking water metal contaminant mixture risk by coupling zebrafish behavioral analysis with citizen science journal August 2021
Emerging Contaminants of Environmental Concern: Source, Transport, Fate, and Treatment journal January 2010
First national-scale reconnaissance of neonicotinoid insecticides in streams across the USA journal January 2016
Light and flow regimes regulate the metabolism of rivers journal February 2022
Use of IDEXX Colilert-18® and Quanti-Tray/2000 as a Rapid and Simple Enumeration Method for the Implementation of Recreational Water Monitoring and Notification Programs journal March 2005
Review of pollutants in urban road dust and stormwater runoff: part 1. Heavy metals released from vehicles journal June 2016
Pulling apart the urbanization axis: patterns of physiochemical degradation and biological response across stream ecosystems journal September 2018
Community structure and metals concentration together determine aquatic-to-terrestrial metal subsidies in urban and forested streams journal June 2025
Glyphosate, Other Herbicides, and Transformation Products in Midwestern Streams, 20021 journal April 2005
A ubiquitous tire rubber–derived chemical induces acute mortality in coho salmon journal January 2021
N retention and transformation in urban streams
  • Grimm, Nancy B.; Sheibley, Richard W.; Crenshaw, Chelsea L.
  • Journal of the North American Benthological Society, Vol. 24, Issue 3 https://doi.org/10.1899/04-027.1
journal September 2005
Characterization of Turf Practices in Five North Carolina Communities journal March 2004
Aquatic Insect Adult Metals Dataset: Urban and Forested Watersheds in the Piedmont of NC - 2021-2022 dataset January 2024
Indicators of Contaminant Sources, PFAS, and Water Quality in Ellerbe Creek and New Hope Creek, NC (2019-2022) dataset January 2025