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| DOI | 10.1016/j.advwatres.2019.103467 |
| Anomalous transport through free-flow-porous media interface: Pore-scale simulation and predictive modeling | |
| Kim J.S.; Kang P.K. | |
| 发表日期 | 2020 |
| ISSN | 0309-1708 |
| 卷号 | 135 |
| 英文摘要 | Pore-scale velocity and turbulence structures near streambeds may control solute transport and dispersion in streams. In this study, pore-scale flow and transport simulations are performed to investigate the effects of pore-scale processes on anomalous transport, which is often manifested by remarkably long residence times of solute particles, in coupled free-flow and porous media systems. By solving the 2D Reynolds-averaged Navier–Stokes equations integrated with a renormalization group k − ε turbulence model, we resolve complex pore-scale flows featured by vortices and preferential flows. Then, we incorporate the simulated velocity and turbulence fields into a Lagrangian particle tracking model that considers advection, turbulent diffusion, and molecular diffusion. Simulation results reveal that the interplay between pore-scale vortices and turbulence structures near the free-flow-permeable bed interface controls anomalous transport. High porosity induces strong turbulence penetration and preferential flow paths within permeable beds. The enhanced subsurface turbulence facilitates the escape of solute particles from recirculation zones via turbulent diffusion, causing steep power-law slopes in breakthrough curves (BTCs). In contrast, low porosity introduces heavy tailing in BTCs from particles that are trapped in the near-interface recirculation zones characterized by low velocities and limited turbulence. We upscale and predict particle transport via a Spatial Markov model (SMM) honoring the interplay between Lagrangian velocity distribution and velocity correlation. The SMM reproduces anomalous transport behaviors obtained from the numerical simulations. These results demonstrate that Lagrangian velocity statistics effectively encode anomalous transport mechanisms in the coupled systems. © 2019 |
| 关键词 | Atmospheric turbulenceDiffusionGroundwater flowLagrange multipliersMarkov processesNavier Stokes equationsPorosityPorous materialsResidence time distributionSolute transportStatistical mechanicsTurbulence modelsVelocityVortex flowAnomalous transportMarkov modelPore-scale simulationRecirculation zonesTurbulence structuresVelocity distributionflow modelingLagrangian analysisMarkov chainNavier-Stokes equationsnumerical modelporous mediumrecirculating systemReynolds numbersolute transportturbulence |
| 语种 | 英语 |
| 来源机构 | Advances in Water Resources |
| 文献类型 | 期刊论文 |
| 条目标识符 | http://gcip.llas.ac.cn/handle/2XKMVOVA/131889 |
| 推荐引用方式 GB/T 7714 | Kim J.S.,Kang P.K.. Anomalous transport through free-flow-porous media interface: Pore-scale simulation and predictive modeling[J]. Advances in Water Resources,2020,135. |
| APA | Kim J.S.,&Kang P.K..(2020).Anomalous transport through free-flow-porous media interface: Pore-scale simulation and predictive modeling.,135. |
| MLA | Kim J.S.,et al."Anomalous transport through free-flow-porous media interface: Pore-scale simulation and predictive modeling".135(2020). |
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