Environmental Science Department, University of Arizona, Tucson, AZ, 85721, United States.
Environmental Science Department, University of Arizona, Tucson, AZ, 85721, United States.
Environ Pollut. 2021 Jan 1;268(Pt B):115917. doi: 10.1016/j.envpol.2020.115917. Epub 2020 Oct 23.
The objective of this study is to compare the consistency between column and batch experiment methods for measuring solid-phase sorption coefficients and isotherms for per and polyfluoroalkyl substances (PFAS). Perfluorooctane sulfonic acid (PFOS) and perfluorooctanoic acid (PFOA) are used as representative PFAS, and experiments are conducted with three natural porous media with differing geochemical properties. Column-derived sorption isotherms are generated by conducting multiple experiments with different input concentrations (multi-C method) or employing elution-front integration wherein the entire isotherm is determined from a single breakthrough curve (BTC) elution front. The isotherms generated with the multi-C column method compared remarkably well to the batch isotherms over an aqueous concentration range of 3-4 orders of magnitude. Specifically, the 95% confidence intervals for the individual isotherm variables overlapped, producing statistically identical regressions. The elution-front integration isotherms generally agreed with the batch isotherms, but exhibited noise and systematic deviation at lower concentrations in some cases. All data sets were well described by the Freundlich isotherm model. Freundlich N values ranged from 0.75 to 0.81 for PFOS and was 0.87 for PFOA and are consistent with values reported in the literature for different geomedia. The results of this study indicate that column and batch experiments can measure consistent sorption isotherms and sorption coefficients for PFOS and PFOA when robust experimental setup and data analysis are implemented.
本研究旨在比较柱状和批量实验方法在测量多氟和全氟烷基物质(PFAS)的固相吸附系数和等温线方面的一致性。全氟辛烷磺酸(PFOS)和全氟辛酸(PFOA)被用作代表性的 PFAS,实验采用具有不同地球化学性质的三种天然多孔介质进行。通过进行不同输入浓度的多次实验(多 C 法)或采用洗脱前沿积分法生成柱状吸附等温线,其中整个等温线由单个突破曲线(BTC)洗脱前沿确定。多 C 柱法生成的等温线与批量等温线在 3-4 个数量级的水相浓度范围内非常吻合。具体来说,个别等温线变量的 95%置信区间重叠,产生统计学上相同的回归。洗脱前沿积分等温线通常与批量等温线一致,但在某些情况下,在较低浓度下会出现噪声和系统偏差。所有数据集均由 Freundlich 等温模型很好地描述。PFOS 的 Freundlich N 值范围为 0.75 至 0.81,而 PFOA 的 N 值为 0.87,与文献中报道的不同地质介质的值一致。本研究结果表明,当采用稳健的实验设计和数据分析时,柱状和批量实验可以测量 PFOS 和 PFOA 的一致吸附等温线和吸附系数。