A dataset likely containing toxicity measurements for drilling fluids on marine and brackish water shrimp species. The data is associated with an open-access paper published by IOSR Journals and sourced from the Papers with Code platform. The specific experimental parameters and data volume are unknown from the provided metadata.
Use Cases
- Training a model to predict LC50 values for chemicals based on species and exposure conditions (inferred from domain, verify after download)
- Comparing the relative sensitivity of different aquatic species to industrial pollutants (inferred from domain, verify after download)
- Benchmarking toxicity of new drilling fluid formulations against established data (inferred from domain, verify after download)
Strengths
- Published on the Papers with Code platform, which often links to academic research.
- Associated with an open-access (green) license, facilitating reuse.
Limitations
- Metadata is minimal; actual content requires verification after download.
- Column-level documentation is absent; field semantics must be inferred after download.
- Row count, file format, and last update date are unknown, limiting suitability assessment.
Provenance
- Source
- IOSR Journals via Papers with Code