AnyPetro - Universal parameter fitting tool for petrophysical laboratory data

Cite as:

Börner, Jana H.; Herdegen, Volker (2022): AnyPetro - Universal parameter fitting tool for petrophysical laboratory data. V. 1.0. GFZ Data Services. https://doi.org/10.5880/fidgeo.2021.039

Status

I N R E V I E W : Börner, Jana H.; Herdegen, Volker (2022): AnyPetro - Universal parameter fitting tool for petrophysical laboratory data. V. 1.0. GFZ Data Services. https://doi.org/10.5880/fidgeo.2021.039

Abstract

AnyPetro is a Matlab-based, GUI-controlled software for adjusting the parameters of arbitrary and non-linear petrophysical models to laboratory data. A Gauss-Newton scheme is applied for the minimization of a damped least-squares objective function. Thereby the Jacobian matrix is calculated explicitely with the perturbation method. Data weighting, model parameter transformations and different regularizations are provided. The petrophysical model resp. the forward operator is introduced by the user in the form of a short text file. Example data files and forward operators as well as Matlab App and standalone installers are provided. The software tool has been developed for and successfully applied to the fitting of various petrophysical data sets (e.g. porosity, specific surface, electrical conductivity, spectral induced polarization) from fluid, unconsolidated, solid and crushed samples to non-linear, multi-parameter models (e.g. electrical CO2-water interaction, Debye Decomposition, crushed rock conductivity).

Additional Information

GNU GENERAL PUBLIC LICENSE (Version 3, 29 June 2007)

Copyright (C) <2022> Jana H. Börner, Volker Herdegen

This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. You should have received a copy of the GNU General Public License along with this program. If not, see <https://www.gnu.org/licenses/>

Authors

Börner, Jana H.;Technical University Bergakademie Freiberg, Freiberg, Germany
Herdegen, Volker;Technical University Bergakademie Freiberg, Freiberg, Germany

Contact

Börner, Jana H. (Senior researcher); Technical University Bergakademie Freiberg, Freiberg, Germany; ➦

Funders

Deutsche Forschungsgemeinschaft: Individual Research Grant (SP 356/12-1)
Deutsche Forschungsgemeinschaft: Individual Research Grant (RE 1705/9-1)
Deutsche Forschungsgemeinschaft: Individual Research Grant (SP 356/14-1, SP 356/14-2)
Deutsche Forschungsgemeinschaft: Individual Research Grant (RE 1705/14-1, HE 7701/1-2)

Keywords

inversion, petrophysics, parameter fitting, laboratory, science > natural science > earth science > geophysics

GCMD Science Keywords

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Files

Software Description

Documented by

https://github.com/boerner4/AnyPetro/blob/main/documentation/AnyPetro_documentation.pdf

Supplement to

https://dx.doi.org/10.1093/gji/ggac090

Related Work

Cites

References

https://dx.doi.org/10.5880.fidgeo.2021.044