Time-dependent dispersion coefficients for the evolution of displacement fronts in heterogeneous porous media

IF 4 2区 环境科学与生态学 Q1 WATER RESOURCES
Satoshi Tajima , Marco Dentz , Jiaqi Liu , Tomochika Tokunaga
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Abstract

We present an approach for quantifying displacement fronts in heterogeneous porous media based on the concept of time-dependent apparent dispersion coefficients. The concept of constant asymptotic macrodispersion generally overestimates the area swept by a displacement front and leads to unrealistic upstream dispersion. We show that the large-scale front spreading can be captured by a one-dimensional advection–dispersion equation that is parameterized by a suitably chosen temporally evolving dispersion coefficient. For purely advective front spreading, we derive an analytical expression based on a predictive continuous time random walk approach, which applies to highly heterogeneous porous media. This analysis elucidates the variability of solute travel times as the key longitudinal spreading mechanism. It shows that the evolution of dispersion can be captured as the sum of exponentials that decay on two dominant time scales. In a particle-based picture, these scales mark the short time at which transported particles start exploring the flow variability and the large time at which the slowest particles start decorrelating their transport velocity. Based on these insights, we propose a heuristic formula that accounts for the impact of local-scale dispersion as an additional decorrelation mechanism. The heuristic expression for the longitudinal dispersion coefficient captures solute spreading for a broad range of Péclet numbers and heterogeneity variances. The proposed approach is tested against direct numerical simulations. It provides a robust and fast method for quantifying the evolution of displacement fronts in heterogeneous porous media with possible applications, for example, in groundwater contamination modelling, underground gas storage, and geothermal energy production.

异质多孔介质中位移前沿演变的随时间变化的弥散系数
我们提出了一种基于随时间变化的表观弥散系数概念来量化异质多孔介质中位移锋的方法。恒定渐近宏观分散的概念通常会高估位移前沿所掠过的区域,并导致不切实际的上游分散。我们的研究表明,大尺度前沿扩散可以用一维平流-扩散方程来捕捉,该方程的参数是适当选择的随时间变化的扩散系数。对于纯粹的前沿平流扩散,我们基于预测性连续时间随机漫步方法推导出一种分析表达式,该方法适用于高度异质多孔介质。该分析阐明了作为关键纵向扩散机制的溶质移动时间的可变性。分析表明,分散的演变可以通过两个主要时间尺度上衰减的指数之和来捕捉。在以粒子为基础的图景中,这些时间尺度标志着传输粒子开始探索流动变化的短时间,以及最慢粒子开始对其传输速度进行去相关化的大时间。基于这些见解,我们提出了一个启发式公式,它将局部尺度弥散的影响作为一种额外的去相关机制加以考虑。纵向弥散系数的启发式表达式可以捕捉到广泛的佩克莱特数和异质性方差范围内的溶质扩散。所提出的方法通过直接数值模拟进行了测试。它为量化异质多孔介质中位移前沿的演化提供了一种稳健而快速的方法,可应用于地下水污染建模、地下储气库和地热能源生产等领域。
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来源期刊
Advances in Water Resources
Advances in Water Resources 环境科学-水资源
CiteScore
9.40
自引率
6.40%
发文量
171
审稿时长
36 days
期刊介绍: Advances in Water Resources provides a forum for the presentation of fundamental scientific advances in the understanding of water resources systems. The scope of Advances in Water Resources includes any combination of theoretical, computational, and experimental approaches used to advance fundamental understanding of surface or subsurface water resources systems or the interaction of these systems with the atmosphere, geosphere, biosphere, and human societies. Manuscripts involving case studies that do not attempt to reach broader conclusions, research on engineering design, applied hydraulics, or water quality and treatment, as well as applications of existing knowledge that do not advance fundamental understanding of hydrological processes, are not appropriate for Advances in Water Resources. Examples of appropriate topical areas that will be considered include the following: • Surface and subsurface hydrology • Hydrometeorology • Environmental fluid dynamics • Ecohydrology and ecohydrodynamics • Multiphase transport phenomena in porous media • Fluid flow and species transport and reaction processes
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