3D hydrogeological parametrization using scarce piezometric data
Authors: Rambourg Dimitri , Ackerer Philippe 
Published: September 2022

&lt;p&gt;A reliable description of aquifer heterogeneities is crucial for solute transport modelling. Inverse methods, a field of research that has been developing greatly in recent decades, can provide the horizontal structure of heterogeneities, with the collection of piezometric data as a cornerstone. But the latter are very little sensitive to the vertical structure of the aquifer, leaving its estimation dependent on complex and expensive field methods (electrical resistivity and radar tomography, self-potential methods, cross-hole testing, hydraulic tomography) or lab analysis (grain-size analysis from core sample, secondary permeability tests).&lt;/p&gt;&lt;p&gt;In order to take advantage of the possibilities offered by the inversion techniques, while sidestepping the inconvenience of geophysical and field approach, a method is proposed using 2D inversion of flow (solely reliant on piezometric series) as parameterization constraints for a 3D hydrogeological model (see Figure 1).&lt;/p&gt;&lt;p&gt;The methodology is tested via a synthetic example, ensuring full knowledge and control of the aquifer's structure. It is composed of 5 lithofacies, distributed according to a sedimentary pattern, the level of heterogeneity for hydraulic conductivity spans 3 orders of magnitude and groundwater is unconfined. This synthetic example provides both the piezometric chronicles used to inverse 2D flow parameter fields and the lithological logs used to interpolate the 3D lithological model. Finally, the parameters of each facies are obtained through an optimization loop, minimizing the difference between the 2D and the 3D transmissivity (and specific yield).&lt;/p&gt;&lt;p&gt;&lt;img src=&quot;data:image/png;base64, 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&quot; alt=&quot;&quot;&gt;&lt;/p&gt;&lt;p&gt;The method results in the estimation of parameters very close to the known parameters, even with a scarce piezometric and lithological data sampling. The maximal discrepancy is 61% of the initial value for the permeability and 16% for the specific yield (mean error being respectively 18 and 4%). Although the methodology does not prevent interpolation error, it succeeds in reconstructing flow and transport dynamics very close to the synthetic control data. Due to the inherent limitations of the 2D inversion approach, the method only applies to the saturated zone at this point.&lt;/p&gt;