GeoDataSets: a Repository of Synthetic Subsurface Datasets
Michael J. Pyrcz, Associate Professor, The University of Texas at Austin
This repository includes a wide variety of synthetic, subsurface datasets with a variety of:
Data Dimensionality
To support education with easy visualization and interactivity the datasets are 1D and 2D.
- 1D cores from wells and 2D seismic maps.
Number of Features
For multivariate analysis some of the datasets include up to 6 features with a variety of structures.
- linear and nonlinear, homoscedastic and heteroscedastic, and multivariate constraints
Data Issues
The datasets attempt to include typical issues such as non-physical values, random and structured noise
Use and Attribution
You are welcome to use these datasets for any purpose. Please cite the repository as:
Pyrcz, M.J., 2021, GeoDataSets Repository, GitHub Respository, https://github.com/GeostatsGuy/GeoDataSets/.
I hope this is helpful,
Michael