Parameter Values for Gas Saturation Models in Porous Media

A 5.5 KB table contains the best-performing parameter values for Model 3 (number of blocks) and Model 4 (c values) based on gas-saturation (Sg) evaluation. The evaluation uses Jaccard coefficient (J) and Diffused Jaccard coefficient metrics at low, medium, and high levels. The dataset was authored by Ishani Banerjee and published under CC BY 4.0 in March 2026.

Use Cases

• Compare the performance of Model 3 (number of blocks) and Model 4 (c values) using the Jaccard coefficient (J) metric.
• Analyze the sensitivity of model parameters to gas-saturation (Sg) values using Diffused Jaccard coefficient outputs.
• Calibrate multiphase flow models for carbon dioxide sequestration or hydrogen storage scenarios based on the provided parameter values.

Strengths

• Dataset is published under the permissive CC BY 4.0 license, allowing for broad reuse and modification.
• The data is directly linked to a specific research publication, providing clear academic context for the parameter evaluations.
• File size is a compact 5.5 KB, ensuring quick download and easy inspection.

Limitations

• The dataset is extremely small at 5.5 KB, indicating very limited scope and likely a small number of data points.
• Key structural details like the number of rows and columns are unknown, complicating assessment of its analytical utility.
• Data is provided only in the legacy XLS format, which may require specific software or conversion for modern analysis.

Provenance

Source

figshare

Collection Method

Derived from model evaluation for gas-saturation (Sg) in porous media, as referenced in a linked academic publication.

Freshness

Last updated in March 2026, indicating it is a forward-dated or planned future release.