The DOI matches its Crossref record; 51 of the 51 references it cites were found in a registry or an index.
Detection of Poly- and Perfluoroalkyl Substances (PFASs) in U.S. Drinking Water Linked to Industrial Sites, Military Fire Training Areas, and Wastewater Treatment Plants
Open accessAbstract
Drinking water contamination with poly- and perfluoroalkyl substances (PFASs) poses risks to the developmental, immune, metabolic, and endocrine health of consumers. We present a spatial analysis of 2013-2015 national drinking water PFAS concentrations from the U.S. Environmental Protection Agency's (US EPA) third Unregulated Contaminant Monitoring Rule (UCMR3) program. The number of industrial sites that manufacture or use these compounds, the number of military fire training areas, and the number of wastewater treatment plants are all significant predictors of PFAS detection frequencies and concentrations in public water supplies. Among samples with detectable PFAS levels, each additional military site within a watershed's eight-digit hydrologic unit is associated with a 20% increase in PFHxS, a 10% increase in both PFHpA and PFOA, and a 35% increase in PFOS. The number of civilian airports with personnel trained in the use of aqueous film-forming foams is significantly associated with the detection of PFASs above the minimal reporting level. We find drinking water supplies for 6 million U.S. residents exceed US EPA's lifetime health advisory (70 ng/L) for PFOS and PFOA. Lower analytical reporting limits and additional sampling of smaller utilities serving <10000 individuals and private wells would greatly assist in further identifying PFAS contamination sources.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“Additionally, the majority of PFAS occurrence studies have focused on urbanized regions with known point sources, 10 highlighting the need for monitoring efforts in rural or lesscharacterized areas.”
From Per- and Polyfluoroalkyl Substances in Surface Water and Fluvial Sediments of a Rural Gulf Coast Watershed: A Year-long Spatiotemporal Assessment (2026) · cites this paper as [10]
Experimental — accuracy not yet measuredThe source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“Previous studies have reported industrial influences on the contamination of groundwater with PFAS [10,38,39,51].”
From Investigating the extent of PFAS contamination in the Upper Danube Basin across environmental compartments (2025) · cites this paper as [51]
Experimental — accuracy not yet measuredThe cited source says what the claim attributes to it.
In the citing paper
“This type of observed sulfonate signature, especially high concentrations of PFHxS and PFOS, can be characteristic of historic AFFF use.”
In the citing paper
“Drinking water contamination by per- and polyfluoroalkyl substances (PFAS) is widespread near more than 300 United States (U.S.) military bases that used aqueous film-forming foams (AFFF) for fire training and firefighting activities.”
From Centurial Persistence of Forever Chemicals at Military Fire Training Sites (2023) · cites this paper as [2]
In the citing paper
“Military sites contaminated by AFFF manufactured by 3M are distinguishable by high PFOS concentrations in groundwater and downgradient drinking water sources (Figure 1a,b).2,21”
From Centurial Persistence of Forever Chemicals at Military Fire Training Sites (2023) · cites this paper as [2]
In the citing paper
“PFAS sources are widespread,5,9,10”
From Perfluoroalkyl and Polyfluoroalkyl Substances in Groundwater Used as a Source of Drinking Water in the Eastern United States (2022) · cites this paper as [10]
In the citing paper
“PFAS and pharmaceuticals, however, are known to co-occur in sources associated with human-waste disposal (e.g., septic-system/landfill leachate and wastewater treatment plants).10,54−56”
From Perfluoroalkyl and Polyfluoroalkyl Substances in Groundwater Used as a Source of Drinking Water in the Eastern United States (2022) · cites this paper as [10]
In the citing paper
“Similar spatial relations have been observed in other regional studies.10”
From Perfluoroalkyl and Polyfluoroalkyl Substances in Groundwater Used as a Source of Drinking Water in the Eastern United States (2022) · cites this paper as [10]
In the citing paper
“Most PFAS are recalcitrant through conventional water treatment processes and, therefore, wastewater effluents can contain PFAS that has originated from domestic and industrial sources [11, 12].”
From An investigation into per- and polyfluoroalkyl substances (PFAS) in nineteen Australian wastewater treatment plants (WWTPs) (2019) · cites this paper as [12]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
A new look at the statistical model identification
Akaike, H. (1974) · IEEE Transactions on Automatic Control · doi:10.1109/tac.1974.1100705 · Cited by 51,879
Buck, R. C., Franklin, J., Berger, U., Conder, J. M., Cousins, I. T., de Voogt, P., Jensen, A. A., Kannan, K., Mabury, S. A., & van Leeuwen, S. P. (2011) · Integrated Environmental Assessment and Management · doi:10.1002/ieam.258 · Cited by 4,641
GeoDa : An Introduction to Spatial Data Analysis
Anselin, L., Syabri, I., & Kho, Y. (2005) · Geographical Analysis · doi:10.1111/j.0016-7363.2005.00671.x · Cited by 2,666
Fluorinated Surfactants and Repellents
(2001) · Textile Research Journal · doi:10.1177/004051750107100823 · Cited by 1,376
Persistence of Perfluoroalkyl Acid Precursors in AFFF-Impacted Groundwater and Soil
Houtz, E. F., Higgins, C. P., Field, J. A., & Sedlak, D. L. (2013) · Environmental Science & Technology · doi:10.1021/es4018877 · Cited by 849
Self-citationBarry, V., Winquist, A. G., & Steenland, K. (2013) · Environmental Health Perspectives · doi:10.1289/ehp.1306615 · Cited by 824
Serum Vaccine Antibody Concentrations in Children Exposed to Perfluorinated Compounds
Grandjean, P., Andersen, E. W., Budtz-Jørgensen, E., Nielsen, F., Mølbak, K., Weihe, P., & Heilmann, C. (2012) · JAMA · doi:10.1001/jama.2011.2034 · Cited by 809
Self-citationWang, Z., Cousins, I. T., Scheringer, M., Buck, R. C., & Hungerbühler, K. (2014) · Environment International · doi:10.1016/j.envint.2014.04.013 · Cited by 735
Post, G. B., Cohn, P. D., & Cooper, K. R. (2012) · Environmental Research · doi:10.1016/j.envres.2012.03.007 · Cited by 639
Mass Loading and Fate of Perfluoroalkyl Surfactants in Wastewater Treatment Plants
Sinclair, E., & Kannan, K. (2006) · Environmental Science & Technology · doi:10.1021/es051798v · Cited by 547
Estimated use of water in the United States in 2010
Maupin, M. A., Kenny, J. F., Hutson, S. S., Lovelace, J. K., Barber, N. L., & Linsey, K. S. (2014) · U.S. Geological Survey circular/U.S. Geological Survey Circular · doi:10.3133/cir1405 · Cited by 541
Tracking the Pathways of Human Exposure to Perfluorocarboxylates
Vestergren, R., & Cousins, I. T. (2009) · Environmental Science & Technology · doi:10.1021/es900228k · Cited by 436
Fluorochemical Mass Flows in a Municipal Wastewater Treatment Facility
Schultz, M. M., Higgins, C. P., Huset, C. A., Luthy, R. G., Barofsky, D. F., & Field, J. A. (2006) · Environmental Science & Technology · doi:10.1021/es061025m · Cited by 432
Self-citationSepulvado, J. G., Blaine, A. C., Hundal, L. S., & Higgins, C. P. (2011) · Environmental Science & Technology · doi:10.1021/es103903d · Cited by 399
Self-citationAnderson, R. H., Long, G. C., Porter, R. C., & Anderson, J. K. (2016) · Chemosphere · doi:10.1016/j.chemosphere.2016.01.014 · Cited by 394
Houtz, E. F., Sutton, R., Park, J.-S., & Sedlak, M. (2016) · Water Research · doi:10.1016/j.watres.2016.02.055 · Cited by 374
Loganathan, B. G., Sajwan, K. S., Sinclair, E., Senthil Kumar, K., & Kannan, K. (2007) · Water Research · doi:10.1016/j.watres.2007.06.045 · Cited by 365
Hölzer, J., Midasch, O., Rauchfuss, K., Kraft, M., Reupert, R., Angerer, J., Kleeschulte, P., Marschall, N., & Wilhelm, M. (2008) · Environmental Health Perspectives · doi:10.1289/ehp.11064 · Cited by 363
Moody, C. A., Hebert, G. N., Strauss, S. H., & Field, J. A. (2003) · Journal of Environmental Monitoring · doi:10.1039/b212497a · Cited by 358
Emmett, E. A., Shofer, F. S., Zhang, H., Freeman, D. W., Desai, C. S., & Shaw, L. M. J. (2006) · Journal of Occupational and Environmental Medicine · doi:10.1097/01.jom.0000232486.07658.74 · Cited by 357
Blaine, A. C., Rich, C. D., Hundal, L. S., Lau, C., Mills, M. A., Harris, K. M., & Higgins, C. P. (2013) · Environmental Science & Technology · doi:10.1021/es403094q · Cited by 325
Self-citationSchaider, L. A., Rudel, R. A., Ackerman, J. M., Dunagan, S. C., & Brody, J. G. (2014) · Science of The Total Environment · doi:10.1016/j.scitotenv.2013.08.067 · Cited by 304
Self-citationAhrens, L., Norström, K., Viktor, T., Cousins, A. P., & Josefsson, S. (2015) · Chemosphere · doi:10.1016/j.chemosphere.2014.03.136 · Cited by 288
Polyfluoroalkyl compounds in landfill leachates
Busch, J., Ahrens, L., Sturm, R., & Ebinghaus, R. (2010) · Environmental Pollution · doi:10.1016/j.envpol.2009.12.031 · Cited by 279
Lewis, R. C., Johns, L. E., & Meeker, J. D. (2015) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph120606098 · Cited by 266
Prenatal perfluoroalkyl substance exposure and child adiposity at 8 years of age: The HOME study
Braun, J. M., Chen, A., Romano, M. E., Calafat, A. M., Webster, G. M., Yolton, K. A., & Lanphear, B. P. (2015) · Obesity · doi:10.1002/oby.21258 · Cited by 249
Lindstrom, A. B., Strynar, M. J., Delinsky, A. D., Nakayama, S. F., McMillan, L., Libelo, E. L., Neill, M., & Thomas, L. (2011) · Environmental Science & Technology · doi:10.1021/es1039425 · Cited by 227
Self-citationPerfluorinated Substances in Human Food and Other Sources of Human Exposure
D’Hollander, W., de Voogt, P., Coen, W. D., & Bervoets, L. (2010) · Reviews of Environmental Contamination and Toxicology · doi:10.1007/978-1-4419-6880-7_4 · Cited by 226
Shin, H.-M., Vieira, V. M., Ryan, P. B., Detwiler, R., Sanders, B., Steenland, K., & Bartell, S. M. (2011) · Environmental Science & Technology · doi:10.1021/es102769t · Cited by 198
Hoffman, K., Webster, T. F., Bartell, S. M., Weisskopf, M. G., Fletcher, T., & Vieira, V. M. (2010) · Environmental Health Perspectives · doi:10.1289/ehp.1002503 · Cited by 190
Quantitative determination of fluorochemicals in municipal landfill leachates
Huset, C. A., Barlaz, M. A., Barofsky, D. F., & Field, J. A. (2011) · Chemosphere · doi:10.1016/j.chemosphere.2010.11.072 · Cited by 184
Clara, M., Scharf, S., Weiss, S., Gans, O., & Scheffknecht, C. (2008) · Water Science and Technology · doi:10.2166/wst.2008.641 · Cited by 179
Grandjean, P., & Budtz–Jørgensen, E. (2013) · Environmental Health · doi:10.1186/1476-069x-12-35 · Cited by 173
Self-citationConcentrations of PFOS, PFOA and other perfluorinated alkyl acids in Australian drinking water
Thompson, J., Eaglesham, G. K., & Mueller, J. F. (2011) · Chemosphere · doi:10.1016/j.chemosphere.2011.04.017 · Cited by 170
Butenhoff, J. L., Chang, S., Ehresman, D. J., & York, R. G. (2009) · Reproductive Toxicology · doi:10.1016/j.reprotox.2009.01.004 · Cited by 141
Occurrence and sources of perfluoroalkyl acids in Italian river basins
Valsecchi, S., Rusconi, M., Mazzoni, M., Viviano, G., Pagnotta, R., Zaghi, C., Serrini, G., & Polesello, S. (2015) · Chemosphere · doi:10.1016/j.chemosphere.2014.07.044 · Cited by 139
Perfluoroalkyl substances (PFASs) in food and water from Faroe Islands
Eriksson, U., Kärrman, A., Rotander, A., Mikkelsen, B., & Dam, M. (2013) · Environmental Science and Pollution Research · doi:10.1007/s11356-013-1700-3 · Cited by 111
Land, M., de Wit, C. A., Cousins, I. T., Herzke, D., Johansson, J. H., & Martin, J. W. (2015) · Environmental Evidence · doi:10.1186/2047-2382-4-3 · Cited by 109
Models in Environmental Regulatory Decision Making
National Research Council (2007) · National Academies Press eBooks · doi:10.17226/11972 · Cited by 108
Caverly Rae, J. M., Craig, L., Slone, T. W., Frame, S. R., Buxton, L. W., & Kennedy, G. L. (2015) · Toxicology Reports · doi:10.1016/j.toxrep.2015.06.001 · Cited by 102
Rich, C. D., Blaine, A. C., Hundal, L. S., & Higgins, C. P. (2014) · Environmental Science & Technology · doi:10.1021/es504152d · Cited by 97
Self-citationHurley, S. E., Houtz, E. F., Goldberg, D. E., Wang, M., Park, J.-S., Nelson, D. O., Reynolds, P., Bernstein, L., Anton‐Culver, H., Horn‐Ross, P. L., et al. (2016) · Environmental Science & Technology Letters · doi:10.1021/acs.estlett.6b00154 · Cited by 72
Reviews of Environmental Contamination and Toxicology 205
Whitacre, D. M. (2009) · Reviews of Environmental Contamination and Toxicology · doi:10.1007/978-1-4419-5623-1 · Cited by 69
Konwick, B. J., Tomy, G. T., Ismail, N., Peterson, J. T., Fauver, R., Higginbotham, D. L., & Fisk, A. T. (2008) · Environmental Toxicology and Chemistry · doi:10.1897/07-659.1 · Cited by 61
Alternatives to PFASs: Perspectives on the Science
Birnbaum, L. S., & Grandjean, P. (2015) · Environmental Health Perspectives · doi:10.1289/ehp.1509944 · Cited by 54
Self-citationMunoz, G., Duy, S. V., Budzinski, H., Labadie, P., Liu, J., & Sauvé, S. (2015) · Analytica Chimica Acta · doi:10.1016/j.aca.2015.04.015 · Cited by 48
Method for the determination of sub-ppm concentrations of perfluoroalkylsulfonate anions in water
Hebert, G. N., Odom, M. A., Craig, P. S., Dick, D. L., & Strauss, S. H. (2002) · Journal of Environmental Monitoring · doi:10.1039/b108463c · Cited by 42
Landsteiner, A. M. K., Huset, C. A., Johnson, J. E., & Williams, A. L. (2014) · PubMed · Cited by 36
Happonen, M., Koivusalo, H., Malve, O., Perkola, N., Juntunen, J., & Huttula, T. H. (2015) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2015.09.008 · Cited by 31
Taniyasu, S., Kannan, K., Wu, Q., Kwok, K. Y., Yeung, L. W. Y., Lam, P. K. S., Chittim, B., Kida, T., Takasuga, T., Tsuchiya, Y., et al. (2013) · Analytica Chimica Acta · doi:10.1016/j.aca.2013.01.056 · Cited by 24
Determination of Perfluoroalkyl Substances in Municipal Landfill Leachates from Beijing, China
Zhang, C., Peng, Y., Niu, X., & Ning, K. (2014) · Asian Journal of Chemistry · doi:10.14233/ajchem.2014.15963 · Cited by 20
Flagged first, then by citations
Research works printed but not linked: 2
- DuPont., 2003, DuPont Telomer Manufacturing Sites: Environmental Assessment of PFOA Levels in Air and Water
- EU., 2013, EU Environmental Quality Standards
Cited by
Sorted by citations
Sunderland, E. M., Hu, X. C., Dassuncao, C., Tokranov, A. K., Wagner, C. C., & Allen, J. G. (2019) · Journal of Exposure Science & Environmental Epidemiology · doi:10.1038/s41370-018-0094-1 · Cited by 2,786
Self-citationA Never-Ending Story of Per- and Polyfluoroalkyl Substances (PFASs)?
Wang, Z., DeWitt, J. C., Higgins, C. P., & Cousins, I. T. (2017) · Environmental Science & Technology · doi:10.1021/acs.est.6b04806 · Cited by 1,921
Self-citationGagliano, E., Sgroi, M., Falciglia, P. P., Vagliasindi, F. G. A., & Roccaro, P. (2020) · Water Research · doi:10.1016/j.watres.2019.115381 · Cited by 1,249
Kurwadkar, S., Dane, J., Kanel, S. R., Nadagouda, M. N., Cawdrey, R. W., Ambade, B., Struckhoff, G. C., & Wilkin, R. (2022) · Science of The Total Environment · doi:10.1016/j.scitotenv.2021.151003 · Cited by 937
Barzen-Hanson, K. A., Roberts, S. C., Choyke, S., Oetjen, K., McAlees, A., Riddell, N., McCrindle, R., Ferguson, P. L., Higgins, C. P., & Field, J. A. (2017) · Environmental Science & Technology · doi:10.1021/acs.est.6b05843 · Cited by 873
Self-citation
Metadata
- Authors
- Hu, X. C., Andrews, D. Q., Lindstrom, A. B., Bruton, T. A., Schaider, L. A., Grandjean, P., Lohmann, R., Carignan, C. C., Blum, A., Balan, S. A., Higgins, C. P., & Sunderland, E. M.
- Affiliations
- Harvard University (US)
- Environmental Working Group , ,
- Environmental Protection Agency (US)
- University of California, Berkeley (US)
- Silent Spring Institute (US)
- University of Rhode Island (US)
- California Department of Toxic Substances Control , 1001 I Street , , , (Formerly at the Green Science Policy Institute, Berkeley, California 94705, United States)
- Colorado School of Mines (US)
- Corresponding author
- Hu, Xindi C.
- ORCID
- Venue
- Environmental Science & Technology Letters
- Publisher
- American Chemical Society (ACS)
- Published
- 2016-08-09
- Volume
- 3
- Issue
- 10
- Pages
- 344-350
- ISSN
- 2328-8930 (ISSN-L)
- PMC
- PMC5062567
- OpenAlex
- W2497102241
- Cited by
- 1,333
- References
- 51
- Citations by year
- 2026: 142 · 2025: 188 · 2024: 171 · 2023: 159 · 2022: 168 · 2021: 157 · 2020: 136 · 2019: 89 · 2018: 71 · 2017: 42 · 2016: 8
- FWCI
- 45.72
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Environmental Science & Technology Letters (publishedVersion, other-oa)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Digital Access to Scholarship at Harvard (DASH) (Harvard University) (submittedVersion, cc-by)
- Journal of Media Literacy Education (submittedVersion, cc-by)
- Funders
- National Institute of Environmental Health Sciences (P42 ES004705)
- Richard and Susan Smith Family Foundation (NA)
- Superfund Research Center, University of California (NA)
- Topics
- Physical Sciences › Environmental Science › Environmental Chemistry › Per- and polyfluoroalkyl substances research
- Physical Sciences › Environmental Science › Health, Toxicology and Mutagenesis › Water Treatment and Disinfection
- Physical Sciences › Environmental Science › Health, Toxicology and Mutagenesis › Chemical Analysis and Environmental Impact
- Keywords
- PFAS, perfluorinated compounds, drinking water contamination, PFOS, perfluorooctanoic acid, PFHxS, PFHpA, industrial site, wastewater treatment plants, aqueous film-forming foam, airports, spatial analysis, hydrologic units, public water supply
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review