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Article

Quantitative Integration of Audio-Magnetotelluric Sounding and Resistivity Well Logs for Groundwater Studies

1
Department of Geosciences, Faculty of Sciences, Universidad Nacional de Colombia, Bogotá Headquarters, Bogotá 111321, Colombia
2
Department of Civil and Agricultural Engineering, Faculty of Engineering, Universidad Nacional de Colombia, Bogotá Headquarters, Bogotá 111321, Colombia
3
Hydrodynamics of the Natural Media HYDS Research Group, Bogotá 111321, Colombia
*
Author to whom correspondence should be addressed.
Water 2025, 17(23), 3389; https://doi.org/10.3390/w17233389
Submission received: 20 October 2025 / Revised: 21 November 2025 / Accepted: 22 November 2025 / Published: 28 November 2025
(This article belongs to the Special Issue Hydrogeophysical Methods and Hydrogeological Models)

Abstract

In this study, we develop a methodology to quantitatively integrate well resistivity logs and audio-magnetotelluric (AMT) sounding in the context of groundwater investigations. The experiments were conducted in a complex Quaternary depositional environment within a region of intensive groundwater use. A synthetic resistivity model was constructed from well resistivity log data and used for forward modelling to generate synthetic AMT responses, which were then inverted using Occam’s algorithm. The AMT-derived resistivity model was subsequently compared with the model obtained from the inversion of the field AMT sounding using the Pearson correlation coefficient (r) and the root mean square error (RMSE). A scalar shift factor (k) was introduced to optimize the match between both models. The comparison between the AMT-derived resistivity model and the well resistivity logs yielded a Pearson correlation coefficient of 0.669 and an RMSE of 0.1911. The optimal scalar shift factor was k = 1.1854, with a 95% confidence interval of [1.1470, 1.2246], indicating only a minor discrepancy. These results demonstrate that AMT can successfully recover a resistivity structure consistent with well resistivity logs. The proposed quantitative integration and validation workflow provides a robust framework to reduce the inherent ambiguity in AMT interpretation and highlights its potential as a direct hydrogeophysical tool for groundwater studies.
Keywords: audio-magnetotelluric; well log; resistivity; inversion; synthetic model; Occam; hydrogeophysical; Middle Magdalena Valley audio-magnetotelluric; well log; resistivity; inversion; synthetic model; Occam; hydrogeophysical; Middle Magdalena Valley

Share and Cite

MDPI and ACS Style

Alvarado, H.; Pescador, J.; Landinez, J.; Piña, A.; Donado, L.D. Quantitative Integration of Audio-Magnetotelluric Sounding and Resistivity Well Logs for Groundwater Studies. Water 2025, 17, 3389. https://doi.org/10.3390/w17233389

AMA Style

Alvarado H, Pescador J, Landinez J, Piña A, Donado LD. Quantitative Integration of Audio-Magnetotelluric Sounding and Resistivity Well Logs for Groundwater Studies. Water. 2025; 17(23):3389. https://doi.org/10.3390/w17233389

Chicago/Turabian Style

Alvarado, Hernán, Juan Pescador, Juan Landinez, Adriana Piña, and Leonardo David Donado. 2025. "Quantitative Integration of Audio-Magnetotelluric Sounding and Resistivity Well Logs for Groundwater Studies" Water 17, no. 23: 3389. https://doi.org/10.3390/w17233389

APA Style

Alvarado, H., Pescador, J., Landinez, J., Piña, A., & Donado, L. D. (2025). Quantitative Integration of Audio-Magnetotelluric Sounding and Resistivity Well Logs for Groundwater Studies. Water, 17(23), 3389. https://doi.org/10.3390/w17233389

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