The southern Georgina Basin in northern Australia is the focus of this dataset. It contains hyperspectral logging data from 13 petroleum, mineral, and stratigraphic wells, evaluated by HyLoggerTM instruments. The data was produced by Geoscience Australia Data and was last updated on 2026-04-30.
Use Cases
- Characterizing mineralogy of key source rock units based on hyperspectral and X-ray diffraction data.
- Mapping spatial heterogeneity of prospective hydrocarbon formations based on spectral properties like SWIR reflectance.
- Differentiating organic-rich shale units by correlating hyperspectral data with wireline log data.
- Investigating associations between gamma log intensity, total organic carbon, and mineral composition in marine sediments.
Strengths
- Data is derived from 13 distinct wells, providing multiple sampling points.
- Integrates multiple data types, including hyperspectral logging, X-ray diffraction, and wireline log data.
- Focuses on a specific, geologically significant region: the southern Georgina Basin.
Limitations
- Column-level documentation is absent; field semantics must be inferred after download.
- Row count is unknown, which may limit suitability assessment.
- Description metadata is limited; actual data quality requires manual inspection after download.
Provenance
- Source
- Geoscience Australia Data
- Collection Method
- Hyperspectral logging data collected by HyLoggerTM instruments from well cores.
- Freshness
- Last updated 2026-04-30 14:53:32.678474; freshness should be verified.
- Geography
- Southern Georgina Basin, Northern Territory and Queensland, Australia.