Arshadi Masoud, Garza-Rubalcava Uriel, Guedes Ana, Cápiro Natalie L, Pennell Kurt D, Christ John, Abriola Linda M
Department of Civil and Environmental Engineering, Tufts University, Medford, MA 02155, United States.
School of Engineering, Brown University, Providence, RI 02912, United States.
Sci Total Environ. 2024 Apr 1;919:170566. doi: 10.1016/j.scitotenv.2024.170566. Epub 2024 Feb 6.
Aqueous film forming foams (AFFFs) have been used to extinguish fires since the 1960s, leading to widespread subsurface contamination by per- and polyfluoroalkyl substances (PFAS), an essential component of AFFF. This study presents 1-D simulations of PFAS migration in the vadose zone resulting from AFFF releases. Simulation scenarios used soil profiles from three US Air Force (USAF) installations, encompassing a range of climatic conditions and hydrogeologic environments. A three-component mixture, representative of major constituents of AFFF, facilitated the exploration of competitive and synergistic effects of co-constituents on PFAS migration. To accurately capture unsaturated transport of PFAS in porous media, the model considers (1) surfactant-induced flow, (2) non-linear sorption to the solid phase, (3) competitive accumulation at the air-water interface, and (4) the moisture-dependence of the air-water interfacial area. Defined PFAS releases were consistent with fire training exercises, emergency responses, and accidental spills of record. Simulation results illustrate the importance of hydrogeologic, climatic, geochemical, and AFFF release conditions on PFAS transport and retention. Comparison of field observations and model simulations for Ellsworth AFB indicate that much of the PFOA and PFOS mass is associated with the air-water interface and the solid phase, which limits their migration potential in the vadose zone. Results also show that rates of migration in the aqueous phase are largely controlled by hydrogeologic properties, including recharge rates and hydraulic conductivity. AFFF spill scenarios varying in volume, concentration, and frequency reveal the importance of release characteristics in determining rates of PFAS migration and concentration peaks. Variability is attributed to non-linear sorption processes, where, contrary to simple linear partitioning formulations, transport is strongly affected by the concentration of PFAS species. Simulations also demonstrate the importance of modeling the AFFF as a mixture since competitive interfacial accumulation effects are shown to enhance the mobility of less surface-active PFAS compounds.
自20世纪60年代以来,水成膜泡沫灭火剂(AFFFs)一直被用于灭火,这导致了全氟和多氟烷基物质(PFAS)在地下的广泛污染,而PFAS是AFFFs的一种重要成分。本研究展示了AFFFs泄漏导致的PFAS在包气带中迁移的一维模拟。模拟场景使用了来自美国三个空军基地的土壤剖面,涵盖了一系列气候条件和水文地质环境。一种代表AFFFs主要成分的三组分混合物,有助于探究共成分对PFAS迁移的竞争和协同效应。为了准确捕捉PFAS在多孔介质中的非饱和运移,该模型考虑了:(1)表面活性剂诱导的流动;(2)对固相的非线性吸附;(3)在气水界面的竞争积累;(4)气水界面面积对水分的依赖性。确定的PFAS泄漏与火灾训练演习、应急响应和有记录的意外泄漏情况一致。模拟结果说明了水文地质、气候、地球化学和AFFFs泄漏条件对PFAS运移和滞留的重要性。对埃尔斯沃思空军基地的现场观测和模型模拟的比较表明,大部分全氟辛酸(PFOA)和全氟辛烷磺酸(PFOS)质量与气水界面和固相有关,这限制了它们在包气带中的迁移潜力。结果还表明,水相中的迁移速率在很大程度上受水文地质性质控制,包括补给速率和水力传导率。不同体积、浓度和频率的AFFFs泄漏场景揭示了泄漏特征在确定PFAS迁移速率和浓度峰值方面的重要性。这种变异性归因于非线性吸附过程,与简单的线性分配公式相反,运移受到PFAS物种浓度的强烈影响。模拟还证明了将AFFFs建模为混合物的重要性,因为竞争界面积累效应显示会增强表面活性较低的PFAS化合物的迁移性。