Direct Observations of Solute Dispersion in Rocks With Distinct Degree of Sub-Micron Porosity

IF 5 1区 地球科学 Q2 ENVIRONMENTAL SCIENCES Water Resources Research Pub Date : 2025-02-12 DOI:10.1029/2024wr038625
Takeshi Kurotori, Christopher Zahasky, Sally M. Benson, Ronny Pini
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Abstract

The transport of chemical species in rocks is affected by their structural heterogeneity to yield a wide spectrum of local solute concentrations. To quantify such imperfect mixing, advanced methodologies are needed that augment the traditional breakthrough curve analysis by probing solute concentration within the fluids locally. Here, we demonstrate the application of asynchronous, multimodality imaging by X-ray computed tomography (XCT) and positron emission tomography (PET) to the study of passive tracer experiments in laboratory rock cores. The four-dimensional concentration maps measured by PET reveal specific signatures of the transport process, which we have quantified using fundamental measures of mixing and spreading. We observe that the extent of solute spreading correlate strongly with the strength of subcore-scale porosity heterogeneity measured by XCT, while dilution is enhanced in rocks containing substantial sub-micron porosity. We observe that the analysis of different metrics is necessary, as they can differ in their sensitivity to the strength and forms of heterogeneity. The multimodality imaging approach is uniquely suited to probe the fundamental difference between spreading and mixing in heterogeneous media. We propose that when multi-dimensional data is available, mixing and spreading can be independently quantified using the same metric. We also demonstrate that one-dimensional transport models have limited predictive ability toward the internal evolution of the solute concentration, when the model is solely calibrated against the effluent breakthrough curves. The data set generated in this study can be used to build realistic digital rock models and to benchmark transport simulations that account deterministically for rock property heterogeneity.
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不同亚微米孔隙度岩石中溶质弥散的直接观测
化学物质在岩石中的运移受到其结构非均质性的影响,从而产生广泛的局部溶质浓度谱。为了量化这种不完美的混合,需要先进的方法,通过局部探测流体中的溶质浓度来增强传统的突破曲线分析。在这里,我们展示了异步、多模态x射线计算机断层扫描(XCT)和正电子发射断层扫描(PET)成像技术在实验室岩心被动示踪实验研究中的应用。PET测量的四维浓度图揭示了输运过程的特定特征,我们使用混合和扩散的基本措施对其进行了量化。我们观察到,溶质扩展的程度与XCT测量的亚岩心尺度孔隙度非均质性强度密切相关,而在含有大量亚微米孔隙度的岩石中,稀释作用增强。我们观察到,分析不同的指标是必要的,因为它们对异质性的强度和形式的敏感性可能不同。多模态成像方法是唯一适合于探索在异质介质中扩散和混合的根本区别。我们提出,当多维数据可用时,混合和扩散可以使用相同的度量独立量化。我们还证明了一维输运模型对溶质浓度内部演变的预测能力有限,当模型仅根据流出突破曲线进行校准时。本研究中生成的数据集可用于建立真实的数字岩石模型,并用于确定岩石性质非均质性的基准输运模拟。
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来源期刊
Water Resources Research
Water Resources Research 环境科学-湖沼学
CiteScore
8.80
自引率
13.00%
发文量
599
审稿时长
3.5 months
期刊介绍: Water Resources Research (WRR) is an interdisciplinary journal that focuses on hydrology and water resources. It publishes original research in the natural and social sciences of water. It emphasizes the role of water in the Earth system, including physical, chemical, biological, and ecological processes in water resources research and management, including social, policy, and public health implications. It encompasses observational, experimental, theoretical, analytical, numerical, and data-driven approaches that advance the science of water and its management. Submissions are evaluated for their novelty, accuracy, significance, and broader implications of the findings.
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