Estimation of Transport Parameters of Perfluoroalkyl Acids (PFAAs) in Unsaturated Porous Media: Critical Experimental and Modeling Improvements
Abstract
Predicting the transport of perfluoroalkyl acids (PFAAs) in the vadose zone is critically important for PFAA site cleanup and risk mitigation. PFAAs exhibit several unusual and poorly understood transport behaviors, including partitioning to the air-water interface, which is currently the subject of debate. This study develops a novel use of quasi-saturated (residual air saturation) column experiments to estimate chemical partitioning parameters of both linear and branched perfluorooctane sulfonate (PFOS) in unsaturated soils. The ratio of linear-to-branched air-water interfacial partitioning constants for all six experiments was 1.62 ± 0.24, indicating significantly greater partitioning of linear PFOS isomers at the air-water interface. Standard breakthrough curve analysis and numerical inversion of HYDRUS models support the application of a Freundlich isotherm for PFOS air-water interfacial partitioning below a critical reference concentration (CRC). Data from this study and previously reported unsaturated column data on perfluorooctanoate (PFOA) were reevaluated to examine unsaturated systems for transport nonidealities. This reanalysis suggests both transport nonidealities and Freundlich isotherm behavior for PFOA below the CRC using drainage-based column methods, contrary to the assertions of the original authors. Finally, a combined Freundlich-Langmuir isotherm was proposed to describe PFAA air-water interfacial partitioning across the full range of relevant PFAA concentrations.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
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?
Our estimates of Kai for PFOA (10-2.9-10-2.7 cm) and PFOS (10-2.6-10-2.1 cm) agree with values reported from laboratory studies conducted at field-relevant concentrations.
“Our estimates of Kai for PFOA (10–2.9–10–2.7 cm) and PFOS (10–2.6–10–2.1 cm) agree with values reported from laboratory studies conducted at field-relevant concentrations (Table S18).38,39”
From Centurial Persistence of Forever Chemicals at Military Fire Training Sites (2023) · cites this paper as [39]
Cites
PFAS concentrations in soils: Background levels versus contaminated sites
Brusseau, M. L., Anderson, R. H., & Guo, B. (2020) · Science of The Total Environment · doi:10.1016/j.scitotenv.2020.140017 · Cited by 817 · see citing works
Per- and polyfluorinated substances (PFASs): Environmental challenges
Krafft, M. P., & Riess, J. G. (2015) · Current Opinion in Colloid & Interface Science · doi:10.1016/j.cocis.2015.07.004 · Cited by 294 · see citing works
Guo, B., Zeng, J., & Brusseau, M. L. (2020) · Water Resources Research · doi:10.1029/2019wr026667 · Cited by 224 · see citing works
Fate and transport of per- and polyfluoroalkyl substances (PFASs) in the vadose zone
Sharifan, H., Bagheri, M., Wang, D., Burken, J. G., Higgins, C. P., Liang, Y., Liu, J., Schaefer, C. E., & Blotevogel, J. (2021) · Science of The Total Environment · doi:10.1016/j.scitotenv.2021.145427 · Cited by 180 · see citing works
Self-citationKim, H., Rao, P. S. C., & Annable, M. D. (1997) · Water Resources Research · doi:10.1029/97wr02227 · Cited by 177 · see citing works
Charbonnet, J. A., Rodowa, A. E., Joseph, N. T., Guelfo, J. L., Field, J. A., Jones, G. D., Higgins, C. P., Helbling, D. E., & Houtz, E. F. (2021) · Environmental Science & Technology · doi:10.1021/acs.est.0c08506 · Cited by 121 · see citing works
Self-citationLyu, X., Liu, X., Sun, Y., Ji, R., Gao, B., & Wu, J. (2019) · Journal of Contaminant Hydrology · doi:10.1016/j.jconhyd.2019.03.009 · Cited by 102 · see citing works
Zeng, J., Brusseau, M. L., & Guo, B. (2021) · Journal of Hydrology · doi:10.1016/j.jhydrol.2021.127172 · Cited by 62 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Centurial Persistence of Forever Chemicals at Military Fire Training Sites
Ruyle, B. J., Thackray, C. P., Butt, C. M., LeBlanc, D. R., Tokranov, A. K., Vecitis, C. D., & Sunderland, E. M. (2023) · Environmental Science & Technology · doi:10.1021/acs.est.3c00675 · Cited by 142 · see citing works
- Authors
- Stults, J. F., Choi, Y. J., Schaefer, C. E., Illangasekare, T. H., & Higgins, C. P.
- Affiliations
- Colorado School of Mines (US)
- CDM Smith (United States) (US)
- Corresponding author
- Higgins, Christopher P.
- ORCID
- Venue
- Environmental Science & Technology
- Publisher
- American Chemical Society (ACS)
- Published
- 2022-05-13
- Volume
- 56
- Issue
- 12
- Pages
- 7963-7975
- ISSN
- 0013-936X (ISSN-L)
- 1520-5851
- OpenAlex
- W4280497492
- Cited by
- 46
- References
- 8
- Citations by year
- 2026: 6 · 2025: 12 · 2024: 16 · 2023: 9 · 2022: 3
- FWCI
- 3.54
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- Environmental Science & Technology (publishedVersion)
- PubMed (publishedVersion)
- Funders
- U.S. Department of Defense (ER-1259)
- Topics
- Physical Sciences › Environmental Science › Environmental Chemistry › Per- and polyfluoroalkyl substances research
- Physical Sciences › Environmental Science › Environmental Engineering › Groundwater flow and contamination studies
- Physical Sciences › Engineering › Civil and Structural Engineering › Soil and Unsaturated Flow
- Keywords
- perfluoroalkyl acids, PFOS, perfluorooctanoic acid, unsaturated porous media, vadose zone transport, Freundlich isotherm, Langmuir isotherm, breakthrough curves
- MeSH terms
- Caprylates, Fluorocarbons, Isomerism, Water, Water Pollutants, Chemical, Porosity, Alkanesulfonic Acids
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