X-ray computed tomography data provides a non-destructive 3D internal view of a geological core sample named Big I 1B. Scott Eckley authored this dataset, which was last updated on March 18, 2024, and is hosted by the Texas Data Repository. The data likely contains volumetric images or point clouds representing the rock's internal structure.
Use Cases
- Train 3D image segmentation models to identify mineral phases and pores based on X-ray CT density data.
- Analyze rock fabric and internal structure for petrological studies based on the 3D volumetric scans.
- Validate computational fluid dynamics simulations of permeability using the pore network geometry derived from the scans.
- Perform non-destructive core analysis for reservoir characterization based on the CT imagery.
Strengths
- Data is specifically for a named geological sample (Big I 1B), providing a concrete case study.
- Last update timestamp (2024-03-18 06:48:28) indicates recent metadata activity.
- X-ray CT is a standard, non-destructive method for internal rock analysis.
Limitations
- Description metadata is limited; actual data quality, format, and size require manual inspection after download.
- Column-level documentation is absent; field semantics and data structure must be inferred after download.
- Row count and file size are unknown, which may limit suitability assessment for large-scale ML tasks.
Provenance
- Source
- Texas Data Repository Harvested Dataverse
- Collection Method
- X-ray computed tomography scanning of a physical rock core sample.
- Time Range
- null
- Freshness
- Last updated 2024-03-18 06:48:28; freshness should be verified
- Geography
- null