Iterative Inversion of Normal and Lateral Resistivity Logs in Thin-Bedded Rock Formations of the Polish Carpathians
This study investigates the challenges and opportunities associated with improving the vertical resolution of normal and lateral resistivity logs in thin-bedded rock formations. The proposed iterative inversion procedure combines a finite element method forward modeling procedure with a particle swa...
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MDPI AG
2025-06-01
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| Series: | Geosciences |
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| Online Access: | https://www.mdpi.com/2076-3263/15/6/202 |
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| author | Michał Wilkosz |
| author_facet | Michał Wilkosz |
| author_sort | Michał Wilkosz |
| collection | DOAJ |
| description | This study investigates the challenges and opportunities associated with improving the vertical resolution of normal and lateral resistivity logs in thin-bedded rock formations. The proposed iterative inversion procedure combines a finite element method forward modeling procedure with a particle swarm optimization algorithm to generate high-resolution models of the rock formation. The performance of the inversion approach was evaluated using synthetic datasets, and the results of the inversion of field data from thin-bedded formations of the Polish Carpathians are presented. This research highlights the potential of modern computational techniques to enhance the utility of historical resistivity logging data in current studies. |
| format | Article |
| id | doaj-art-cfbb53fbb91a4da7a90e8d7e8a9701ee |
| institution | Matheson Library |
| issn | 2076-3263 |
| language | English |
| publishDate | 2025-06-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Geosciences |
| spelling | doaj-art-cfbb53fbb91a4da7a90e8d7e8a9701ee2025-06-25T13:54:17ZengMDPI AGGeosciences2076-32632025-06-0115620210.3390/geosciences15060202Iterative Inversion of Normal and Lateral Resistivity Logs in Thin-Bedded Rock Formations of the Polish CarpathiansMichał Wilkosz0Department of Geoinformatics and Applied Computer Science, Faculty of Geology, Geophysics and Environmental Protection, AGH University of Krakow, al. A. Mickiewicza 30, 30-059 Krakow, PolandThis study investigates the challenges and opportunities associated with improving the vertical resolution of normal and lateral resistivity logs in thin-bedded rock formations. The proposed iterative inversion procedure combines a finite element method forward modeling procedure with a particle swarm optimization algorithm to generate high-resolution models of the rock formation. The performance of the inversion approach was evaluated using synthetic datasets, and the results of the inversion of field data from thin-bedded formations of the Polish Carpathians are presented. This research highlights the potential of modern computational techniques to enhance the utility of historical resistivity logging data in current studies.https://www.mdpi.com/2076-3263/15/6/202normal and lateral resistivity logsiterative inversionfinite element modelingparticle swarm optimization |
| spellingShingle | Michał Wilkosz Iterative Inversion of Normal and Lateral Resistivity Logs in Thin-Bedded Rock Formations of the Polish Carpathians Geosciences normal and lateral resistivity logs iterative inversion finite element modeling particle swarm optimization |
| title | Iterative Inversion of Normal and Lateral Resistivity Logs in Thin-Bedded Rock Formations of the Polish Carpathians |
| title_full | Iterative Inversion of Normal and Lateral Resistivity Logs in Thin-Bedded Rock Formations of the Polish Carpathians |
| title_fullStr | Iterative Inversion of Normal and Lateral Resistivity Logs in Thin-Bedded Rock Formations of the Polish Carpathians |
| title_full_unstemmed | Iterative Inversion of Normal and Lateral Resistivity Logs in Thin-Bedded Rock Formations of the Polish Carpathians |
| title_short | Iterative Inversion of Normal and Lateral Resistivity Logs in Thin-Bedded Rock Formations of the Polish Carpathians |
| title_sort | iterative inversion of normal and lateral resistivity logs in thin bedded rock formations of the polish carpathians |
| topic | normal and lateral resistivity logs iterative inversion finite element modeling particle swarm optimization |
| url | https://www.mdpi.com/2076-3263/15/6/202 |
| work_keys_str_mv | AT michałwilkosz iterativeinversionofnormalandlateralresistivitylogsinthinbeddedrockformationsofthepolishcarpathians |