Damage-Driven Mechanics–Acoustics Coupling in Hydrate-Bearing Sediments

Mingxin Zhao's dataset contains processed source data supporting a 2026 manuscript on damage-driven mechanics–acoustics coupling in hydrate-bearing sediments. The 15.7 MB dataset includes mechanical validation curves, acoustic endpoint validation data, parameter-sensitivity results, and coupled simulation outputs. It was produced from numerical simulations and processed literature data for research transparency and figure reproduction.

Use Cases

• Reproducing figures from the associated manuscript based on the provided processed source data.
• Validating a damage-driven mechanics–acoustics coupling framework based on mechanical and acoustic endpoint validation data.
• Analyzing parameter sensitivity in hydrate-bearing sediment models based on the parameter-sensitivity results.
• Studying the evolution of spectral features like peak frequency and spectral centroid based on the spectral-feature evolution data.

Strengths

• Data is explicitly linked to a specific manuscript, supporting reproducibility for Figures 2–11 and S1–S2.
• Includes multiple data types such as mechanical validation curves, acoustic data, and simulation outputs within a 15.7 MB package.
• Released under a permissive CC-BY-4.0 license, facilitating reuse and sharing.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment for large-scale analysis.
• Data is derived from numerical simulations and processed literature data, not direct field measurements.

Provenance

Source

Mingxin Zhao, via figshare.

Collection Method

Generated from numerical simulations, processed model outputs, and digitized/processed literature-based validation data.

Freshness

Last updated 2026-05-28 03:32:58; freshness should be verified.