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Testing alternative uses of electromagnetic data to reduce the prediction error of groundwater models

机译:测试电磁数据的替代用途以减少地下水模型的预测误差

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In spite of geophysics being used increasingly, it is often unclear how and when the integration of geophysical data and models can best improve the construction and predictive capability of groundwater models. This paper uses a newly developed HYdrogeophysical TEst-Bench (HYTEB) that is a collection of geological, groundwater and geophysical modeling and inversion software to demonstrate alternative uses of electromagnetic (EM) data for groundwater modeling in a hydrogeological environment consisting of various types of glacial deposits with typical hydraulic conductivities and electrical resistivities covering impermeable bedrock with low resistivity (clay). The synthetic 3-D reference system is designed so that there is a perfect relationship between hydraulic conductivity and electrical resistivity. For this system it is investigated to what extent groundwater model calibration and, often more importantly, model predictions can be improved by including in the calibration process electrical resistivity estimates obtained from TEM data. In all calibration cases, the hydraulic conductivity field is highly parameterized and the estimation is stabilized by (in most cases) geophysics-based regularization.
机译:尽管越来越多地使用地球物理学,但通常不清楚如何以及何时整合地球物理数据和模型可以最好地改善地下水模型的构造和预测能力。本文使用了最新开发的水文地球物理TEst-Bench(HYTEB),它是地质,地下水和地球物理建模与反演软件的集合,以演示电磁(EM)数据在由各种类型的冰川组成的水文地质环境中用于地下水建模的替代用途具有典型的水力传导率和电阻率的沉积物覆盖了具有低电阻率(粘土)的不可渗透基岩。设计合成的3-D参考系统,以便在水力传导率和电阻率之间建立完美的关系。对于这个系统,研究了在多大程度上对地下水模型进行校准,并且更重要的是,通过在校准过程中包括从TEM数据获得的电阻率估计值,可以改善模型预测。在所有校准情况下,水力传导率场都经过高度参数化,并且通过(在大多数情况下)基于地球物理学的正则化来稳定估计。

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