Predicting Concentration- and Ionic-Strength-Dependent Air-Water Interfacial Partitioning Parameters of PFASs Using Quantitative Structure-Property Relationships (QSPRs).

John F Stults, Youn Jeong Choi, Cooper Rockwell, Charles E Schaefer, Dung D Nguyen, Detlef R U Knappe, Tissa H Illangasekare, Christopher P Higgins

Journal: Environmental science & technology 2023;57(13):5203-5215

PMID: 36962006

Abstract

Air-water interfacial retention of poly- and perfluoroalkyl substances (PFASs) is increasingly recognized as an important environmental process. Herein, column transport experiments were used to measure air-water interfacial partitioning values for several perfluoroalkyl ethers and for PFASs derived from aqueous film-forming foam, while batch experiments were used to determine equilibrium data for compounds exhibiting evidence of rate-limited partitioning. Experimental results suggest a Freundlich isotherm best describes PFAS air-water partitioning at environmentally relevant concentrations (10-10 ng/L). A multiparameter regression analysis for prediction was performed for the 15 PFASs for which equilibrium values were determined, assessing 246 possible combinations of 8 physicochemical and system properties. Quantitative structure-property relationships (QSPRs) based on three to four parameters provided predictions of high accuracy without model overparameterization. Two QSPRs ( values of 0.92 and 0.83) were developed using an assumed average Freundlich value of 0.65 and validated across a range of relevant concentrations for perfluorooctane sulfonate (PFOS), perfluorooctanoate (PFOA), and hexafluoropropylene oxide-dimer acid (i.e., GenX). A mass action model was further modified to account for the changing ionic strength on PFAS air-water interfacial sorption. The final result was two distinct QSPRs for estimating PFAS air-water interfacial partitioning across a range of aqueous concentrations and ionic strengths.

Address: Department of Civil and Environmental Engineering, Colorado School of Mines, Golden, Colorado 80401, United States.; CDM Smith, 14432 SE Eastgate Way Suite 100, Bellevue, Washington 98007, United States.; CDM Smith, 110 Fieldcrest Avenue, #8, 6th Floor, Edison, Edison, New Jersey 08837, United States.; Department of Civil, Construction, and Environmental Engineering, North Carolina State University, Raleigh, North Carolina 27695, United States.

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