the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Sensitivity of time-lapse magnetic resonance sounding to vadose zone hydrodynamic parameters: monitoring of an intense meteorological event
Abstract. Magnetic Resonance Sounding (MRS) is a geophysical method that provides direct information on subsurface water content and can complement traditional hydrological observations for model calibration. We develop a coupled hydrogeophysical framework by linking one-dimensional unsaturated flow with an MRS forward model to simulate a time-lapse MRS experiment during an infiltration event in the Strengbach headwater catchment in northeastern France. The geometry of the model is conditioned using insights on the porous medium thickness provided by seismic refraction tomography, in order to reduce model uncertainties related to the thickness of subsurface layers. We apply a Global Sensitivity Analysis (GSA) to quantify how uncertainty in hydrodynamic parameters affects MRS signals and their temporal evolution. The GSA combines variance-based Sobol indices with two other moment-based metrics (AMAE and AMAV) to characterize the sensitivity of both the mean and the variance of the MRS signal distributions. Using these complementary metrics provides a more robust assessment of parameter influence than Sobol indices alone. Our results identify the parameters which exert the strongest control on time-lapse MRS signals and reveal how their influence changes during the infiltration event. We also identify parameters whose uncertainties have insignificant contribution to MRS signals. These insensitive parameters are not expected to be precisely estimated with inverse modeling techniques based on MRS data. These insights clarify the potential and limitations of MRS data for constraining hydrological parameters in shallow mountain aquifers and demonstrate how the temporal evolution of MRS sensitivity can be exploited to optimize monitoring strategies during transient hydrological events.
Competing interests: At least one of the (co-)authors is a member of the editorial board of Hydrology and Earth System Sciences.
Publisher's note: Copernicus Publications remains neutral with regard to jurisdictional claims made in the text, published maps, institutional affiliations, or any other geographical representation in this paper. While Copernicus Publications makes every effort to include appropriate place names, the final responsibility lies with the authors. Views expressed in the text are those of the authors and do not necessarily reflect the views of the publisher.- Preprint
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Status: final response (author comments only)
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RC1: 'Comment on egusphere-2026-3611', Anonymous Referee #1, 29 Jun 2026
- AC1: 'Reply on RC1', Guillaume Gru, 07 Aug 2026
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RC2: 'Comment on egusphere-2026-3611', Anonymous Referee #2, 26 Jul 2026
This study is original, relevant, conducted using appropriate methods and written clearly. It was a pleasant and instructive reading.
I have a few comments and questions.
As reviewer #1, I find that the current title is misleading. "Sensitivity of time-lapse magnetic resonance sounding to vadose zone hydrodynamic parameters during an intense meteorological event" might be more convenient.
Could you please explain how did you checked that the chosen warm-up period was long enough to satisfyingly dissipate the initial condition ? Were these initial parameters integrated to the GSA ?
Could you further investigate the interactions between parameters ? Detail of the interactions within pulses and during time would be instructive (regarding the relation between soil residual water content and the fraction of MRS undetectable water content in q1 for example).
Citation: https://doi.org/10.5194/egusphere-2026-3611-RC2 - AC2: 'Reply on RC2', Guillaume Gru, 07 Aug 2026
Model code and software
Codes and data for the paper Sensitivity of time- lapse magnetic resonance sounding to vadose zone hydrodynamic parameters: monitoring of an intense meteorological event Guillaume Gru, Jean-François Girard, Philippe Ackerer, and Nolwenn Lesparre https://doi.org/10.5281/zenodo.20558903
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The study is interesting and presents a useful hydrogeophysical framework to assess the sensitivity of time-lapse MRS signals to vadose-zone hydrodynamic parameters during a transient infiltration event. The combination of hydrological modeling, MRS forward modeling, and global sensitivity analysis is valuable, and the results could help guide future monitoring and inversion strategies. However, I think several points need clarification before the manuscript can be fully convincing.