基于FDEM的隐伏基岩谷统计约束第四纪模型的建立

Ground water Pub Date : 2025-03-07 DOI:10.1111/gwat.13478
C Gorrie, C M Steelman, O Conway-White, A Smiarowski, E Arnaud, B L Parker
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引用次数: 0

摘要

利用Resolve™频域系统对加拿大安大略省Elora附近的一个隐蔽基岩山谷进行了机载电磁(AEM)调查。采用统计自启动方法建立了空间插值一维AEM电阻率模型的电阻率与埋藏基岩谷内及附近连续取心孔中第四纪沉积物的岩石地层之间的关系。采用自举方法对三种岩性类型进行了分类:(i)粘土,(ii)含碎屑的砂质至泥质砾石,以及(iii)砂/砾石。利用该模型统计得到的电阻率范围,建立了沿山谷轴线第四纪沉积的岩石地层模型。由此建立的岩性模型将电阻性较强的粗粒砂和砾石与导电性较好的细粒富粘土土区分开来;但无法分辨与复杂河流沉积相关的互层。模拟的第四纪沉积结构和基岩形态沿与山谷轴线正交的两条样条与同一位置的地表电阻率层析成像模型和井内自然伽马测井相一致,表明AEM方法在使用高质量连续岩心测井进行校准时,可以支持对埋藏基岩山谷内部和周围复杂第四纪结构的定量概念。该方法的主要局限性是AEM方法的垂直分辨率较低,并且无法解析可能具有水文地质影响的岩心测井中确定的薄层(米级)。该研究表明,通过统计分析,将航空电气方法与高分辨率地质测井相结合,可以在与城市地下水流动系统相关的尺度上约束水文地层结构。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Generating a Statistically Constrained Quaternary Model of a Buried Bedrock Valley Using FDEM.

An airborne electromagnetic (AEM) survey was conducted using the Resolve™ frequency-domain system over a buried bedrock valley near Elora, Ontario, Canada. A statistical bootstrapping approach was used to establish a relationship between the electrical resistivity from spatially interpolated one-dimensional AEM resistivity models and the lithostratigraphy of Quaternary sediments logged in continuously cored holes located within and adjacent to the buried bedrock valley. Three lithology types were classified using a bootstrapping approach: (i) clay, (ii) sandy to muddy diamicton with the presence of clasts, and (iii) sand/gravel. The statistically derived ranges in electrical resistivity from the model were used to generate a lithostratigraphic model of the Quaternary deposits along the valley axis. The resulting lithology model differentiated more electrically resistive coarse-grained sand and gravel from electrically conductive finer-grained clay-rich tills; but was not able to resolve interbedded layers associated with complex fluvial deposits. Modeled Quaternary deposit architecture and bedrock morphology along two transects orthogonal to the valley axis were consistent with co-located surface electrical resistivity tomography models and borehole natural gamma logs, indicating that the AEM method, when calibrated using high-quality continuous-core logs, can support quantitative conceptualizations of complex Quaternary architecture within and around a buried bedrock valley. Key limitations in this approach were the reduced vertical resolution of the AEM method and the inability to resolve thinly bedded layers (meter scale) identified in the core logs that may have a hydrogeologic influence. This study demonstrates the utility of combining airborne electrical methods with high-resolution geological logs through statistical analysis to constrain hydrostratigraphic architecture at scales relevant to municipal groundwater flow systems.

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