Evidence map›Paper›PMID 42224435›Full record

ArticleEnvironmental science & technology2026

Predictions of Anthropogenic Background PFAS Concentrations in Soil and Relation to Bedrock Lithology and Groundwater Quality.

Andrea K Tokranov, Leah M Santangelo, Joseph D Ayotte, Sydney M Welch, Kate Emma A Schlosser, Jeffrey M Marts, Anthony F Drouin, Harrison Roakes

Abstract read
In one paragraph

Article in Environmental science & technology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Andrea K TokranovU.S. Geological Survey, Pembroke, New Hampshire 03275, United States.ORCID 0000-0003-4811-8641
Leah M SantangeloU.S. Geological Survey, Pembroke, New Hampshire 03275, United States.ORCID 0000-0002-2169-9557
Joseph D AyotteU.S. Geological Survey, Pembroke, New Hampshire 03275, United States.ORCID 0000-0002-1892-2738
Sydney M WelchU.S. Geological Survey, Pembroke, New Hampshire 03275, United States.
Kate Emma A SchlosserNew Hampshire Department of Environmental Services, Concord, New Hampshire 03302, United States.
Jeffrey M MartsNew Hampshire Department of Environmental Services, Concord, New Hampshire 03302, United States.
Anthony F DrouinNew Hampshire Department of Environmental Services, Concord, New Hampshire 03302, United States.
Harrison RoakesSanborn, Head & Associates, Inc., Bedford, New Hampshire 03110, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Detectable concentrations of per- and polyfluoroalkyl substances (PFAS) have been observed in soils in remote areas and presumably originate from atmospheric deposition. These anthropogenic background concentrations may enable some PFAS to leach to groundwater at levels that exceed regulatory criteria for drinking water. However, anthropogenic background soil concentrations and their connection to groundwater are not well characterized. We developed a boosted regression tree model to predict perfluorooctanesulfonic acid (PFOS) and perfluorooctanoic acid (PFOA) concentrations in shallow soils across northern New England. Low soil pH was the most important predictor of elevated anthropogenic PFOS and PFOA concentrations in background soils, rather than potential PFAS sources, land use, or population density. Total organic carbon (TOC) was also an important predictor for PFOS soil concentrations. Model predictions indicate that 73% of the shallow soils within Maine, Vermont, and New Hampshire exceed New Hampshire's Soil Remediation Standard for PFOS (0.5 ng/g) and 41% exceed the PFOA standard (0.4 ng/g). Analysis of soil model results and groundwater data suggests that areas with high soil pH are associated with higher groundwater detection frequencies, illustrating how areas with less retention in soil are, conversely, also areas with potentially greater groundwater vulnerability. Further analysis indicates that groundwater may be more vulnerable in calcareous lithologies.

Indexed as

GroundwaterSoilAlkanesulfonic AcidsCaprylatesEnvironmental MonitoringFluorocarbonsSoil PollutantsWater Pollutants, ChemicalAlkanesulfonic AcidsCaprylatesFluorocarbonsperfluorooctanoic acidSoilSoil PollutantsWater Pollutants, Chemicalboosted regression tree modelingfate and transportgroundwaterlithologyPFASsoils

Identifiers

PMID42224435
PMCPMC13276898

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LicenceCC BY
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.