A collection of synthetic subsurface datasets to support education, publications, and prototyping.
This repository includes a wide variety of synthetic, subsurface datasets with a variety of:
To support education with easy visualization and interactivity the datasets are 1D and 2D.
- 1D cores from wells and 2D seismic maps.
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
The datasets attempt to include typical issues such as non-physical values, random and structured noise
You are welcome to use these datasets for any purpose. Please cite as:
Pyrcz, Michael J. (2021). GeoDataSets: Synthetic Subsurface Data Repository (1.0.0). Zenodo. https://doi.org/10.5281/zenodo.5564874
I hope this is helpful,
Michael