A comprehensive, generalized approach to predict the
retention
of per- and polyfluoroalkyl substances (PFAS) from aqueous film-forming
foam (AFFF) by a soil matrix as a function of PFAS molecular and soil
physiochemical properties was developed. An AFFF with 34 major PFAS
(12 anions and 22 zwitterions) was added to uncontaminated soil in
one-dimensional saturated column experiments and PFAS mass retained
was measured. PFAS mass retention was described using an exhaustive
statistical approach to generate a poly-parameter quantitative structure–property
relationship (ppQSPR). The relevant predictive properties were PFAS
molar mass, mass fluorine, number of nitrogens in the PFAS molecule,
poorly crystalline Fe oxides, organic carbon, and specific (BET-N2) surface area. The retention of anionic PFAS was nearly independent
of soil properties and largely a function of molecular hydrophobicity,
with the size of the fluorinated side chain as the main predictor.
Retention of nitrogen-containing zwitterionic PFAS was related to
poorly crystalline metal oxides and organic carbon content. Knowledge
of the extent to which a suite of PFAS may respond to variations in
soil matrix properties, as developed here, paves the way for the development
of reactive transport algorithms with the ability to capture PFAS
dynamics in source zones over extended time frames.