Three-dimensional high resolution fluvio-glacial aquifer analog – Part 2: Geostatistical modeling

• Published in: Journal of hydrology (Amsterdam) Vol. 405; no. 1; pp. 10 - 23
• Main Authors: Comunian, A., Renard, P., Straubhaar, J., Bayer, P.
• Format: Journal Article
• Language: English
• Published: Kidlington Elsevier B.V 21-07-2011; Elsevier
• Subjects: algorithms; Aquifer analog; Aquifers; Computer simulation; Earth sciences; Earth, ocean, space; Exact sciences and technology; Fluvio-glacial; Geology; Geostatistics; groundwater flow; Heterogeneity; Hierarchical framework; hydraulic conductivity; Hydrofacies; Hydrogeology; Hydrology. Hydrogeology; image analysis; Mathematical models; Multiple-point statistics; probability; Two dimensional; Rhine Valley; Central Europe; Europe; Germany; Heterogeneity; Multiple-point statistics; Hierarchical framework; Fluvio-glacial; Hydrofacies; Aquifer analog; geostatistics; algorithms; orientation; probability; ground water; digital simulation; transport; heterogeneity; hydraulic conductivity; interpolation; lithofacies; aquifers; sedimentary structures; interpretation; numerical models; three-dimensional models; flow; high resolution; statistics
• ISSN: 0022-1694; 1879-2707
• DOI: 10.1016/j.jhydrol.2011.03.037

► A hierarchical framework to simulate highly heterogeneous fluvio-glacial aquifers. ► Realistic geological heterogeneity of a fluvio-glacial aquifer is reproduced. ► Flow properties of the 3D analog and observed 2D sections are comparable. ► The model can be used for testing and validating hydrogeological modeling concepts. ► The simulated 3D aquifer analog is provided as additional material.
The heterogeneity of sedimentary structures at the decimeter scale is crucial to the understanding of groundwater flow and transport. In a series of two papers, we provide a detailed analysis of a fluvio-glacial aquifer analog: the Herten site. The geological data along a series of 2D sections in a quarry, the corresponding GPR measurements, and their sedimentological interpretation are described in the companion paper. In this paper, we focus on the three-dimensional reconstruction of the heterogeneity. The resulting numerical model is provided as an
electronic supplementary material for further studies. Furthermore, the geostatistical parameters derived from this analysis and the methodology described in the paper could be used in the future for the simulation of similar deposits where less data would be available. To build the 3D model, we propose a hierarchical simulation method which integrates various geostatistical techniques. First, we model the subdivision of the domain into regions corresponding to main sedimentological structures (e.g. a sedimentation event). Within these volumes, we use multiple-point statistics to describe the internal heterogeneity. What is unusual here is that we do not try to use a complex training image for the multiple-point algorithm accounting for all the non-stationarity and complexity, but instead use a simple conceptual model of heterogeneity (ellipsoidal shapes as a training image) and constrain the multiple point simulations within the regions by a detailed interpolation of orientation data derived from the 2D sections. This method produces realistic geological structures. The analysis of the flow and transport properties (hydraulic conductivity and tracer breakthrough curves) of the resulting model shows that it is closer to the properties estimated directly from the 2D geological observations rather than those estimated from a model of heterogeneity based on probability of transitions and not including the modeling of the large-scale structures.