Modeling the Nonlinear–To–Linear Relationship Between Bulk and Pore Water Electrical Conductivity in Saturated Porous Media Using a Padé Approximant

IF 4.6 1区 地球科学 Q2 ENVIRONMENTAL SCIENCES
Yongwei Fu, Andrew Binley, Robert Horton, Joshua Heitman
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引用次数: 0

Abstract

A petrophysical model that accurately relates bulk electrical conductivity (σ) to pore fluid conductivity (σw) is critical to the interpretation of geophysical measurements. Classical models are either only applicable over a limited salinity regime or incorrectly explain the nonlinear-to-linear behavior of the σ(σw) relationship. In this study, asymptotic limits at zero and infinite salinity are first established in which, σ is expressed as a linear function of σw with four parameters: cementation exponent (m), the equivalent value of volumetric surface electrical conductivity (σs), the volume fraction of overlapped diffuse layer (ϕod) and parameter χ representing the ratio of the volume fraction of the water phase to that of the solid phases in the surface conduction pathway. Subsequently, we bridge the gap between the two extremes by employing the Padé approximant (PA). Given that parameter χ exhibits a marginal influence on the σ(σw) curve, based on measurements for 15 samples, we identify its optimal value to be 0.4. After setting the optimal value of χ, we proceed to evaluate the performance of the PA model by comparing its estimates and estimates made by two existing models to measured values from 27 rock samples and eight sediment samples. The comparison confirms that the PA model estimates are more accurate than estimates made by existing models, particularly at low salinity and for samples with higher cation exchange capacity. The PA model is advantageous in scenarios involving the interpretation of electrical data in freshwater environments.
饱和多孔介质中体积与孔隙水电导率的非线性-线性关系
一个能够准确地将体积电导率(σ)与孔隙流体电导率(σw)联系起来的岩石物理模型对于解释地球物理测量结果至关重要。经典模型要么只适用于有限的盐度范围,要么不能正确地解释σ(σw)关系的非线性-线性行为。本文首先建立了零盐和无限大盐条件下的渐近极限,其中σ表示为σw的线性函数,有四个参数:胶结指数(m)、体积表面电导率(σs)、重叠扩散层的体积分数(ϕod)和表面传导途径中水相与固相体积分数之比的参数χ。随后,我们通过使用帕德近似(PA)来弥合两个极端之间的差距。考虑到参数χ对σ(σw)曲线的边际影响,基于15个样本的测量,我们确定其最优值为0.4。在确定了χ的最优值之后,我们将PA模型的估计值与现有两种模型的估计值与27个岩石样品和8个沉积物样品的实测值进行比较,从而评估PA模型的性能。比较证实,PA模式的估计比现有模式的估计更准确,特别是在低盐度和具有较高阳离子交换能力的样品中。PA模型在涉及淡水环境电数据解释的情况下是有利的。
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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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