back diffusion

反向扩散
  • 文章类型: Journal Article
    低渗透区(LPZs)污染物反扩散(BD)引起的拖尾效应,这延长了补救时间并增加了补救成本,引起了广泛关注。在这项研究中,使用流动池实验确定了从LPZ到高渗透区(HPZ)的三氯乙烯(TCE)的BD。在相同的实验条件下,TCE跨越的BD通量的异常方差是偏差的2-4倍,引起了我们的注意。为了确定这种异常行为的原因,对流动池进行了微计算机断层扫描(micro-CT)表征,这揭示了LPZ的显著微观结构差异。研究发现,LPZs的孔连通性决定了BD的效率,并且具有不同孔隙率的LPZs对连通性的敏感性不同。孔隙形状复杂性表明BD延迟的可能性,对于这些类型的LPZ来说,补救更加困难。改变LPZ的结构以提高其修复效率可能是一个新的研究课题。值得注意的是,通过微观结构表征对模型参数进行校正,显著提高了预测精度。
    The trailing effect caused by the back diffusion (BD) of contaminants in low-permeability zones (LPZs), which prolongs remediation time and increases remediation costs, has caused widespread concern. In this study, the BD of trichloroethylene (TCE) from the LPZ to the high-permeability zone (HPZ) was determined using flow cell experiments. The anomalous variance in the BD flux of the TCE-spanning 2-4 times the deviation under identical experimental conditions, attracted our attention. To determine the cause of this aberrant behavior, a micro computed tomography (micro-CT) characterization of the flow cell was conducted, which revealed significant microstructural disparities in the LPZ. The study found that the pore connectivity of LPZs determines the efficiency of BD and that LPZs with different porosities have different sensitivities to connectivity. The pore shape complexity indicates the possibility of BD retardation, and remediation is more difficult for these types of LPZs. Changing the structure of LPZs to improve their remediation efficiency may be a new research topic. Notably, correcting the model parameters through microstructural characterization significantly refined the prediction accuracy.
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  • 文章类型: Journal Article
    低渗透性的Aquitards可能是向相邻含水层系统缓慢释放污染物的次要来源,对地下水清理造成相当大的障碍。准确捕获水田和含水层之间的污染物质量交换可以促进现场管理和修复。以前的模拟研究主要限于在源区修复过程中从aquitards进行的一维(1D)反向扩散。在这项研究中,开发了一种新颖的二维(2D)反向扩散模型,以研究源隔离后Aquitards中污染物的存储和释放。该模型将孤立源的动态衰减与分层aquitards中污染物的扩散吸附过程耦合在一起。使用有限余弦变换导出了当前2D多层模型的精确解析解,Duhamel定理,变量的分离,和转移矩阵法。结果表明,先前的一维模型会高估隔离源区域时的污染浓度和反向扩散风险。所提出的二维反向扩散模型能够定量预测源区宽度、源浓度,和Aquitard异质性影响羽流拖尾时间,从而有助于理解屏障控制源区以外的含水层污染机制。
    Low-permeability aquitards may serve as secondary sources of slow-releasing contaminants into the adjacent aquifer system, creating considerable obstacles to groundwater cleanup. Accurately capturing the exchange of contaminant mass between aquitards and aquifers can facilitate site management and remediation. Previous simulation studies were mainly limited to one-dimensional (1D) back diffusion from aquitards during the remediation of the source zone. In this study, a novel two-dimensional (2D) back-diffusion model is developed to investigate the storage and release of contaminants in aquitards after source isolation. This model coupled the dynamical decay of isolated sources and the diffusion-sorption process of contaminants in the layered aquitards. Exact analytical solutions for the present 2D multilayer model were derived using the finite cosine transform, Duhamel Theorem, separation of variables, and transfer matrix method. Results indicated that the previous 1D model would overestimate the contaminant concentration in the aquitard and the back-diffusion risk when the source zone was isolated. The proposed 2D back-diffusion model enables quantitative prediction of how source zone width, source concentration, and aquitard heterogeneity impact plume trailing time, thus aiding in understanding the mechanisms of aquifer contamination beyond barrier-controlled source zones.
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  • 文章类型: Journal Article
    镉(Cd)影响地下水资源,对人类健康和环境构成严重威胁。它在地下水中的命运是复杂和具有挑战性的预测,因为它受到沉积物吸附的影响,与水相配体络合,和水力传导率的变化。在这项研究中,基于MODFLOW和RT3D的2D反应传输模型用于模拟已发表的镉迁移实验结果,该实验结果在包含高和低渗透区的流动池中不存在和存在EDTA(即,HPZ和LPZ)。然后将模型扩展到具有更复杂的LPZ配置的概念性流动池。模拟结果与实验数据基本吻合,对实验和模拟Cd废水浓度曲线的分析表明,相对于单独的水,EDTA增强了从LPZs中Cd的去除。模拟结果表明,较快的Cd去除是由于EDTA与LPZs中吸附的Cd络合,这增强了其溶解和随后的反向扩散。最后,模拟结果表明,随着LPZ异质性的增加,更多的Cd保留在流动池中,与单独的水相比,EDTA在增强Cd去除方面更有效;这些结果归因于更多的LPZ-HPZ界面,这些界面在污染期间增强了Cd向LPZ的传质,并增强EDTA向LPZs的传质,以促进清洁。总的来说,结果突出了使用EDTA从异质位点去除Cd的前景,但由于模型简单且缺乏对溶液pH值变化的考虑,建议谨慎。氧化还原电位,或竞争阳离子。
    Cadmium (Cd) has impacted groundwater resources and can pose a serious threat to human health and the environment. Its fate in groundwater is complex and challenging to predict, as it is affected by adsorption to sediments, complexation with aqueous phase ligands, and variations in hydraulic conductivity. In this study, a 2D reactive transport model based on MODFLOW and RT3D is used to simulate published experimental results of cadmium migration without and with EDTA present in a flow cell containing high- and low-permeability zones (i.e., HPZs and LPZs). The model is then extended to conceptual flow cells with more complex LPZ configurations. Simulation results generally match the experimental data well, and analysis of experimental and simulated Cd effluent concentration profiles shows that EDTA enhances Cd removal from LPZs relative to water alone. Simulation results indicate that faster Cd removal is due to EDTA complexation with adsorbed Cd in LPZs, which enhances its solubilization and subsequent back diffusion. Lastly, simulation results show that with increasing LPZ heterogeneity more Cd is retained in flow cells, and EDTA is more effective in enhancing Cd removal relative to water alone; these results are attributed to more LPZ-HPZ interfaces that enhance Cd mass transfer into LPZs during contamination, and enhance EDTA mass transfer into LPZs to promote cleanup. Overall, the results highlight the promise of using EDTA to remove Cd from heterogeneous sites, but caution is advised due to model simplicity and lack of consideration of changes in solution pH, redox potential, or competing cations.
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  • 文章类型: Journal Article
    顽固的地下水污染是全球危险废物场所的常见问题。尽管在许多地点进行了数十年的补救工作,但地下水污染仍然存在,因为在低电导率区域内吸附或溶解的污染物可能会扩散到高电导率区域,因此成为流动地下水的持续污染源。对由于反向扩散而导致的羽流持久性修复的现有文献进行了综述,并选择了四个地点作为案例研究。现场的修复包括泵和治疗,强化生物修复,和热处理。我们的审查强调,已经对相对较少的站点进行了足够详细的研究,以全面评估反扩散的补救;但是,根据审查,可以得出三个一般性结论。首先,如果没有足够的数据来区分导致污染物反弹和羽流持久性的多个因素,很难评估反向扩散的重要性。第二,高分辨率垂直样品对于反向扩散评估无疑是有价值的,但通常缺乏后处理评估。第三,从反向扩散源完全去除污染物质量可能并不总是可能的。尽管如此,部分污染物质量去除可能会有潜在的好处,类似于主要DNAPL源区的部分质量去除。
    Recalcitrant groundwater contamination is a common problem at hazardous waste sites worldwide. Groundwater contamination persists despite decades of remediation efforts at many sites because contaminants sorbed or dissolved within low-conductivity zones can back diffuse into high-conductivity zones, and therefore act as a continuing source of contamination to flowing groundwater. A review of the available literature on remediation of plume persistence due to back diffusion was conducted, and four sites were selected as case studies. Remediation at the sites included pump and treat, enhanced bioremediation, and thermal treatment. Our review highlights that a relatively small number of sites have been studied in sufficient detail to fully evaluate remediation of back diffusion; however, three general conclusions can be made based on the review. First, it is difficult to assess the significance of back diffusion without sufficient data to distinguish between multiple factors contributing to contaminant rebound and plume persistence. Second, high-resolution vertical samples are decidedly valuable for back diffusion assessment but are generally lacking in post-treatment assessments. Third, complete contaminant mass removal from back diffusion sources may not always be possible. Partial contaminant mass removal may nonetheless have potential benefits, similar to partial mass removal from primary DNAPL source zones.
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  • 文章类型: Journal Article
    全氟辛烷磺酸(PFOS)是最常见的全氟烷基和多氟烷基物质(PFAS)之一,是这些新出现的污染物的重要风险驱动因素。进行了一系列二维流动池实验,以研究流场异质性对运输的影响,衰减,以及大量去除全氟辛烷磺酸。采用了简化的模型异质系统,该系统由放置在较高渗透率的粗砂基质中的较低渗透率的细砂透镜组成。三种具有不同水扩散系数的非反应示踪剂,氯化钠,五氟苯甲酸,和β-环糊精,用于表征扩散传质对运输的影响,并与全氟辛烷磺酸结果进行比较。结果证实,非反应性示踪剂和全氟辛烷磺酸的衰减和随后的质量去除受到水力不易进入区和较粗基质之间的质量传递的影响(即,反向扩散)。使用数学模型来模拟流动和运输,所有输入参数的值都是独立确定的。模型预测提供了与测量的突破曲线的良好匹配,以及质量通量减少与去除质量的关系图。这些结果揭示了分子扩散和孔隙水速度变化的重要性,即使对于水力传导率异质性相对较小的系统也是如此。使用将污染物质量通量(MFR)的减少与质量去除(MR)相关联的经验函数来量化扩散传质限制的影响。采用多元逐步回归对非线性、在异质实验中观察到的多级MFR/MR行为。MFR/MR函数充分再现了测量数据,这表明MFR/MR方法可用于评估从异质培养基中去除全氟辛烷磺酸。
    Perfluorooctane sulfonic acid (PFOS) is one of the most common per- and polyfluoroalkyl substances (PFAS) and is a significant risk driver for these emerging contaminants of concern. A series of two-dimensional flow cell experiments was conducted to investigate the impact of flow field heterogeneity on the transport, attenuation, and mass removal of PFOS. A simplified model heterogeneous system was employed consisting of a lower-permeability fine sand lens placed within a higher-permeability coarse sand matrix. Three nonreactive tracers with different aqueous diffusion coefficients, sodium chloride, pentafluorobenzoic acid, and β-cyclodextrin, were used to characterize the influence of diffusive mass transfer on transport and for comparison to PFOS results. The results confirm that the attenuation and subsequent mass removal of the nonreactive tracers and PFOS were influenced by mass transfer between the hydraulically less accessible zone and the coarser matrix (i.e., back diffusion). A mathematical model was used to simulate flow and transport, with the values for all input parameters determined independently. The model predictions provided good matches to the measured breakthrough curves, as well as to plots of reductions in mass flux as a function of mass removed. These results reveal the importance of molecular diffusion and pore water velocity variability even for systems with relatively minor hydraulic conductivity heterogeneity. The impacts of the diffusive mass transfer limitation were quantified using an empirical function relating reductions in contaminant mass flux (MFR) to mass removal (MR). Multi-step regression was used to quantify the nonlinear, multi-stage MFR/MR behavior observed for the heterogeneous experiments. The MFR/MR function adequately reproduced the measured data, which suggests that the MFR/MR approach can be used to evaluate PFOS removal from heterogeneous media.
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  • 文章类型: Journal Article
    在含水层修复后,储存在低渗透沉积物中的污染物将继续威胁邻近的浅层地下水系统。了解Aquitards中污染物的存储和排放行为对于有效修复污染场地至关重要。但是以前的大多数分析研究都集中在单个均质aquitard中的非反应性溶质上。这项研究提出了新颖的分析解决方案,用于考虑非生物和生物环境退化,通过多层低渗透性沉积物进行污染物的正向和反向扩散。三个代表性的源极耗尽模式(即瞬时,线性,和指数模式)被选择来更真实地描述含水层中致密非水相液体(DNAPL)的溶解。在正向扩散阶段,瞬时模式下的Aquitards中污染物的大量存储是最大的,几乎是指数模式的两倍。在风险评估中通常采用简单等效的齐次模型。然而,相对于提出的多层模型,它将大大低估非均质aquitards的反向扩散的开始,并高估了含水层羽流的持久性。先前报道的半无限边界假设也不适用,在薄型Aquitard的反向扩散行为的长期预测中,最大误差超过200%。此外,当降解半衰期小于16年时,储存在Aquitards中的污染物不到10%会扩散到上覆的含水层中,这表明生物刺激或生物强化可以有效减轻反向扩散风险。总的来说,所提出的多层介质扩散-反应耦合模型在预测非均相水体的反扩散行为和指导土壤生物修复方面具有重要的价值和很高的要求。
    Contaminants stored in the low permeability sediments will continue to threaten the adjacent shallow groundwater system after the aquifer is remediated. Understanding the storage and discharge behavior of contaminants in the aquitards is essential for the efficient remediation of contaminated sites, but most of the previous analytical studies focused on nonreactive solutes in a single homogenous aquitard. This study presents novel analytical solutions for the forward and back diffusion of contaminants through multi-layer low permeability sediments considering abiotic and biotic environmental degradation. Three representative source depletion patterns (i.e., instantaneous, linear, and exponential patterns) were selected to describe the dissolution of dense non-aqueous phase liquids (DNAPL) in the aquifer more realistically. At the forward diffusion stage, the mass storage of contaminants in the aquitards with the instantaneous pattern is the largest, nearly twice that with the exponential pattern. A simple equivalent homogeneous model is generally adopted in the risk assessment. However, relative to the proposed multi-layer model, it will significantly underestimate the onset of the back-diffusion of heterogeneous aquitards and overestimate the persistence of aquifer plumes. The previously-reported semi-infinite boundary assumption is also not applicable, with a maximum error of over 200% in the long-term prediction of back diffusion behavior of a thin aquitard. Moreover, when the degradation half-life is less than 16 years, less than 10% of the contaminants stored in the aquitards will diffuse into the overlying aquifer, suggesting that biostimulation or bioaugmentation can effectively mitigate back-diffusion risk. Overall, the proposed diffusion-reaction coupled model with multi-layer media is of great value and high demand in predicting the back-diffusion behavior of heterogeneous aquitards and guiding the soil bioremediation.
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  • 文章类型: Journal Article
    被氯化溶剂污染的Aquitards可能充当次要来源,将污染物缓慢释放到相邻的含水层中。从而严重阻碍了地下水系统的修复。准确预测含水层和水田之间溶剂的长期交换可以更有效地指导现场管理和修复。这项研究为氯化溶剂通过多层aquitard的反向扩散提供了一个通用分析模型。该模型考虑了天然水田中溶解成分的缓慢平流和局部降解以及含水层中致密水相液体(DNAPL)源区的动态消耗。使用Duhamel定理推导了所提出的多层模型的瞬态解,变量分离方法,和转移矩阵法,根据实验和数值浓度数据进行验证。结果表明,平流可以显着缩短氯化溶剂羽流的拖曳时间,和高吸附性的土壤可能会减少这种影响在分层的aquitards。当溶剂降解的程度和速率较大时,以前的无降解模型不再适用于预测氯化溶剂的反向扩散行为,给出一个“强效应区”。基于众多示例模拟和数据拟合,提出了反向扩散开始时间和羽流拖尾时间的预测函数,极大地促进了氯化溶剂污染场地的补救决策和风险评估。
    Aquitards contaminated by chlorinated solvents may act as a secondary source slowly releasing contaminants into adjacent aquifers, thus severely hampering the remediation of groundwater systems. Accurate predicting the long-term exchange of solvents between aquifers and aquitards can more effectively guide site management and remediation. This study presented a general analytical model for the back-diffusion of chlorinated solvents through multilayer aquitards. This model considers the slow advection and local degradation of dissolved constituents in natural aquitards and the dynamic depletion of dense nonaqueous phase liquid (DNAPL) source zone in aquifers. Transient solutions for the proposed multilayer model were derived using Duhamel\'s Theorem, the separation of variables method, and the transfer matrix method, verified against experimental and numerical concentration data. Results reveal that advection in aquitards can significantly shorten the trailing time of chlorinated solvent plumes, and highly adsorptive soils may reduce this effect in layered aquitards. The previous no-degradation model is no longer applicable to predict the back-diffusion behavior of chlorinated solvents when the extent and rate of solvent degradation are large, giving a \"strong-effect zone\". Based on numerous example simulations and data fitting, the forecast functions for the back-diffusion onset time and plume trailing time were proposed, greatly facilitating remediation decisions and risk assessment of chlorinated-solvent contaminated sites.
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  • 文章类型: Journal Article
    Back diffusion of groundwater contaminants from low permeability (K) zones can be a major factor controlling the time to reach cleanup goals in downgradient monitor wells. We identify the aquifer and contaminant characteristics that have the greatest influence on the time (TOoM) after complete source removal for contaminant concentrations to decline by 1, 2 and 3 Orders-of-Magnitude (T1, T2 and T3). Two aquifer configurations are evaluated: (a) layered geometry (LG) with finite thickness low K layers; and (b) boundary geometry (BG) with thick semi-infinite low K boundaries. A semi-analytical modeling approach (Muskus and Falta, 2018) is used to simulate the concentration decline following source removal for a range of conditions and generate ≈21,000 independent values of T1, T2 and T3. Linear regression is applied to interpret this large dataset and develop simple relationships to estimate TOoM from three characteristic parameters - the mass residence time (TM), diffusion time (TD), and ratio of low K to high K mass storage (γ). TM is most important predictor of T1, T2 and T3 for both geometries and is equal to the combined high and low K contaminant mass divided by the mass flux, at the end of the loading period (TL). For LG, T3 is strongly influenced by TD = RLLD2/(4D*), where RL is the low K retardation factor, LD is the half-thickness of the embedded low K layers, and D* is the effective diffusion coefficient. For BG, T3 is strongly influenced by γ. Contaminant decay in low K zones can significantly reduce cleanup times when λLTD > 0.01, where λL is the effective first order decay rate in the low K zone. The 1st Damköhler (Da), equal to TM/TD, provides a useful indicator of the relative importance of back diffusion on TOoM. Back diffusion impacts are greatest on T3 when 0.01 > Da > 0.1, then decrease with increasing Da. Back diffusion has less impacts on T2, with limited influence on T1. The results are summarized in a simple conceptual model to aid in evaluating the impact of back diffusion on the time for concentrations to decline by 1-3 OoM.
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  • 文章类型: Journal Article
    Low permeability zones (LPZs) are major sources of groundwater contamination after active remediation to remove pollutants in adjacent high permeability zones (HPZs). Slow back diffusion from LPZs to HPZs can extend management of polluted sites by decades. Numerical models are often used to simulate back diffusion, estimate cleanup times, and develop site management strategies. Sharp concentration gradients of pollutants are present at the interface between HPZs and LPZs, and hence accurate simulation requires fine grid sizes resulting in high computational burden. Since the MODFLOW family of codes is widely used in practice, we develop a new approach for modeling pollutant back diffusion using MODFLOW/RT3D that eliminates the need for fine discretization of the LPZ. Instead, the LPZ is treated as an impermeable region in MODFLOW, while in RT3D the LPZ is conceptualized as a series of immobile zones coupled with a mobile zone at the HPZ/LPZ interface. Finite volume discretization of diffusion and reaction within the LPZ is then modeled as mass transfer and reaction among several immobile species. This results in a simulation domain with significantly fewer grid cells compared to that required if all LPZs are discretized, providing potential for improved computational efficiency. Cases, including a layer of HPZ over an LPZ, a thin/thick lens of LPZ embedded in HPZ, and multiple lens of LPZs embedded in HPZ are tested by the new approach for tracer and reactive scenarios.
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  • 文章类型: Journal Article
    Low-permeability aquitards can significantly affect the transport, distribution, and persistence of contaminant plumes in subsurface systems. Although such low-permeability materials are often charged, the key role of charge-induced electrostatic processes during contaminant transport has not been extensively studied. This work presents a detailed investigation exploring the coupled effects of heterogeneous distribution of physical, chemical and electrostatic properties on reactive contaminant transport in field-scale groundwater systems including spatially distributed clay zones. We performed an extensive series of numerical experiments in three distinct heterogeneous sandy-clayey domains with different levels of complexity. The flow and reactive transport simulations were performed by explicitly resolving the complex velocity fields, the small-scale electrostatic processes, the compound-specific diffusive/dispersive fluxes and the chemical processes utilizing a multi-continua based reactive transport code (MMIT-Clay). In each particular domain, numerical experiments were performed focusing on both the forward and back diffusion through the sandy-clayey interfaces. The results illuminate the control of microscopic electrostatic mechanisms on macroscopic mass transfer. Coulombic interactions in the clay\'s diffuse layer can significantly accelerate or retard a particular species depending on its charge. Furthermore, the chemical heterogeneity plays a major role in mass storage and release during reactive transport. Neglecting such processes can lead to substantial over- or underestimation of the overall transport behavior, which underlines the need for integrated physical, chemical and electrostatic approaches to accurately describe mass transfer processes in systems including low-permeability inclusions.
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