RockData is an open-source project developed by Dr. Xu Shibo from JX Nippon, offering a Python package specifically designed for rock physics model building used for seismic response with elastic properties change with CO2 injection. It provides a comprehensive set of tools, including log data loading, data manipulation, saturation analysis, fluid substitution, and Gassmann equation implementation, among other essential functionalities for rock physics workflows.
To install RockData, first clone the repository:
git clone https://github.com/XU-SB/RockData.gitThe package is running on the Linux system
Please install the JupyterLab with the virtual machine for the full ustage of the package
-numpy -matplotlib -pandas
-lasio -nbformat
- Log data loading and manipulation
- Saturation analysis
- Fluid substitution
- Gassmann equation implementation
- rock physics modeling
- output elastic property: Vp, Vs and Density for seismic response
For any questions or to report a bug, please contact the project owner at: xushibo11@gmail.com
The package is currently under active development, with ongoing feature additions and improvements.