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Multi-scale aquifer characterization and groundwater flow model parameterization using direct push technologies

机译:使用直接推送技术进行多尺度含水层表征和地下水流模型参数化

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摘要

Direct push (DP) technologies are typically used for cost-effective geotechnical characterization of unconsolidated soils and sediments. In more recent developments, DP technologies have been used for efficient hydraulic conductivity (K) characterization along vertical profiles with sampling resolutions of up to a few centimetres. Until date, however, only a limited number of studies document high-resolution in situ DP data for three-dimensional conceptual hydrogeological model development and groundwater flow model parameterization. This study demonstrates how DP technologies improve building of a conceptual hydrogeological model. We further evaluate the degree to which the DP-derived hydrogeological parameter K, measured across different spatial scales, improves performance of a regional groundwater flow model. The study area covers an area of ~60 km² with two overlying, mainly unconsolidated sand, aquifers separated by a 5-7 m thick highly heterogeneous clay layer (in north-eastern Belgium). The hydrostratigraphy was obtained from an analysis of cored boreholes and about 265 cone penetration tests (CPTs). The hydrogeological parameter K was derived from a combined analysis of core and CPT data and also from hydraulic direct push tests. A total of 50 three-dimensional realizations of K were generated using a non-stationary multivariate geostatistical approach. To preserve the measured K values in the stochastic realizations, the groundwater model Krealizations were conditioned on the borehole and direct push data. Optimization was performed to select the best performing model parameterization out of the 50 realizations. This model outperformed a previously developed reference model with homogeneous K fields for all hydrogeological layers. Comparison of particle tracking simulations, based either on the optimal heterogeneous or reference homogeneous groundwater model flow fields, demonstrate the impact DP-derived subsurface heterogeneity in K can have on groundwater flow and solute transport. We demonstrated that DP technologies, especially when calibrated with site-specific data, provide high-resolution 3D subsurface data for building more reliable conceptual models and increasing groundwater flow model performance.
机译:直接推(DP)技术通常用于对未固结的土壤和沉积物进行具有成本效益的岩土工程表征。在最近的发展中,DP技术已用于沿垂直剖面高效地表征水力传导率(K),采样分辨率高达几厘米。然而,迄今为止,只有有限的研究记录了高分辨率的原位DP数据,用于三维概念性水文地质模型开发和地下水流模型参数化。这项研究演示了DP技术如何改善概念水文地质模型的构建。我们进一步评估了在不同空间尺度上测得的DP衍生的水文地质参数K改善区域地下水流模型的性能的程度。研究区域占地约60km²,有两个上覆的,主要是未固结的砂,含水层,由5-7 m厚的高度非均质粘土层隔开(在比利时东北部)。水文地层学是通过对有芯钻孔进行分析并进行约265次锥孔渗透试验(CPT)获得的。水文地质参数K来自岩心和CPT数据的组合分析,也来自水力直接推压测试。使用非平稳多元地统计方法生成了总共50个K的三维实现。为了在随机实现中保留测得的K值,对地下水模型的Krealizations进行了钻孔和直接推入数据的调整。进行了优化,以从50个实现中选择性能最佳的模型参数化。对于所有水文地质层,该模型均优于先前开发的具有均质K场的参考模型。基于最佳非均质或参考均质地下水模型流场的粒子跟踪模拟比较表明,DP中源自DP的地下非均质性可能对地下水流动和溶质运移产生影响。我们证明了DP技术,尤其是在使用特定于站点的数据进行校准时,可提供高分辨率3D地下数据,以建立更可靠的概念模型并提高地下水流量模型的性能。

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