• Home
  • Search
  • A Bayesian hierarchical model for estimating national PFAS drinking water occurrence
  • Cite Icon8
  • https://doi.org/10.1002/aws2.1284Copy DOI Icon

A Bayesian hierarchical model for estimating national PFAS drinking water occurrence

Show More
  • Abstract
  • Literature Map
  • References
  • Citations
  • Similar Papers
Abstract

Abstract Per‐ and polyfluoroalkyl substances (PFAS) in U.S. drinking water are currently a significant topic of public health concern. Data collection efforts have been undertaken to better understand PFAS occurrence, though limited data observed above reporting limits leaves considerable uncertainty. This work presents a hierarchical Bayesian model developed to estimate national PFAS occurrence in drinking water with a simple model structure and assumptions. Here the model is limited to the occurrence of perfluorooctanoic acid (PFOA), perfluorooctanesulfonic acid (PFOS), perfluorohexanesulfonic acid (PFHxS), and perfluoroheptanoic acid (PFHpA). This model estimates national PFAS exposure while capturing uncertainty, provides information on system‐level PFAS co‐occurrence, and creates an expandable foundation for generating future national estimates of PFAS occurrence. National estimates based on currently available data and model assumptions indicated population‐weighted mean exposure to the sum of mean PFOS, PFOA, PFHpA, and PFHxS around 4.7–5.2 ppt while all four chemicals generally had moderate‐to‐strong correlations among system‐level means.

Similar Papers
  • Research Article
  • Citations2

Invited Perspective: Challenges in Evaluating the Effect of Per- and Polyfluoroalkyl Substance Mixtures on Polycystic Ovarian Syndrome

  • May 01, 2023
  • Environmental Health Perspectives
  • Elizabeth G Radke +1
  • Research Article
  • Citations1

Environmental occurance, human exposure, and metabolism of per- and polyfluoroalkyl substances—a review

  • May 01, 2025
  • Environmental Research Communications
  • Yifei Cao +7
  • Research Article

Exposure to per- and polyfluoroalkyl substances (PFAS) through drinking water in Barcelona metropolitan area

  • Aug 23, 2021
  • ISEE Conference Abstracts
  • Dora Cserbik +5
  • Research Article
  • Citations196

Per- and polyfluoroalkyl substances and fluorine mass balance in cosmetic products from the Swedish market: implications for environmental emissions and human exposure.

  • Jan 01, 2018
  • Environmental Science: Processes & Impacts
  • Lara Schultes +5
  • Research Article
  • Citations34

A flow-through cell for the electrochemical oxidation of perfluoroalkyl substances in landfill leachates

  • Jul 17, 2021
  • Journal of Water Process Engineering
  • Vanessa Y Maldonado +5
  • Research Article
  • Citations538

Treatment of poly- and perfluoroalkyl substances in U.S. full-scale water treatment systems

  • Nov 07, 2013
  • Water Research
  • Timothy D Appleman +6
  • Research Article
  • Citations1

Perfluorooctanoic acid (PFOA) sensitises E. coli to acid stress

  • May 18, 2022
  • Access Microbiology
  • Gaurav Chugh +2
  • Research Article
  • Citations21

New insight into PFOS transformation pathways and the associated competitive inhibition with other perfluoroalkyl acids via photoelectrochemical processes using GOTiO2 film photoelectrodes

  • Oct 26, 2021
  • Water Research
  • Jheng-Sian Yang +2
  • Research Article
  • Citations2

Estrogenic Activity of Structurally Distinct PFASs Through Estrogen Receptor Pathway.

  • Dec 01, 2025
  • Journal of applied toxicology : JAT
  • Fanglin Hu +8
  • Research Article
  • Citations72

Distribution, partitioning behavior and potential source of legacy and alternative per- and polyfluoroalkyl substances (PFASs) in water and sediments from a subtropical Gulf, South China Sea

  • Jun 15, 2021
  • Environmental Research
  • Shao-Ke Xiao +5
  • Research Article
  • Citations54

Spatial distribution, vertical profiles and transport of legacy and emerging per- and polyfluoroalkyl substances in the Indian Ocean

  • Jun 01, 2022
  • Journal of Hazardous Materials
  • Tongzhu Han +9
  • Research Article

Multi-media occurrence, bioaccumulation, and exposure assessment of PFAS across a Midwestern U.S. State.

  • Apr 16, 2026
  • Environmental research
  • Maria S Sepúlveda +29
  • PDF
  • Research Article
  • Citations32

Binding Affinity and Mechanism of Six PFAS with Human Serum Albumin: Insights from Multi-Spectroscopy, DFT and Molecular Dynamics Approaches.

  • Jan 05, 2024
  • Toxics
  • Mingguo Peng +7
  • PDF
  • Research Article
  • Citations19

Association of per- and polyfluoroalkyl substance exposure with metabolic syndrome and its components in adults and adolescents

  • Oct 16, 2023
  • Environmental Science and Pollution Research
  • Huizhen Zheng +5
  • Research Article
  • Citations18

Preconception exposure to perfluoroalkyl and polyfluoroalkyl substances and couple fecundity: A couple-based exploration

  • Oct 05, 2022
  • Environment International
  • Kai Luo +6
Cactus Communications logo

Copyright 2026 Cactus Communications. All rights reserved.