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All Journal Jurnal Fisika FLUX
Anwar Udin Sayfulloh
Institut Teknologi Sumatera
Earth & Planetary Sciences Education Materials Science & Nanotechnology Physics

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Uncertainty Analysis of 1D Magnetotelluric Inversion Model Using the Neighborhood Algorithm: Application to Kilauea Volcano Anwar Udin Sayfulloh; Andri Yadi Paembonan; Wahyu Eko Junian
Jurnal Fisika Flux: Jurnal Ilmiah Fisika FMIPA Universitas Lambung Mangkurat Vol 23, No 2 (2026): Jurnal Fisika Flux: Jurnal Ilmiah Fisika FMIPA Universitas Lambung Mangkurat
Publisher : Lambung Mangkurat University Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20527/flux.v23i2.25876

Abstract

Magnetotellurics (MT) is a passive geophysical method that relies on the principles of electromagnetic induction to delineate subsurface resistivity distributions. This study implements the Neighborhood Algorithm (NA) for one-dimensional (1D) inversion of MT data to overcome local minima traps and analysis model uncertainty. The performance of the NA is evaluated using the Rosenbrock function and synthetic MT data. The evaluation results show that the NA successfully achieves convergence with a misfit of less than 2.0 on synthetic data with 5% added Gaussian noise. Furthermore, the NA is applied to field MT data from Kilauea Volcano, Hawaii. The performance of the NA in modeling the field data is compared to a conventional approach, namely the Levenberg-Marquardt (LM) algorithm. The field data modeling results demonstrate that the NA (misfit 1.99) outperforms the LM algorithm (misfit 2.52). Additionally, the NA provides supplementary information in the form of a posterior probability density that maps the model's uncertainty bounds. The resistivity model, supported by uncertainty analysis, strengthens the information at Kilauea Volcano regarding the presence of a low-resistivity (conductive) zone at a depth of less than 3 km, which is associated with a shallow magma chamber (partial melt) or saline fluids.
Co-Authors Andri Yadi Paembonan Junian, Wahyu Eko