Offset Failure Mechanism Network from Aquatic Restoration Projects

Sebastian Theis published a network and data on aquatic restoration and offset projects in 2026. The dataset includes linkages of co-occurrence between direct and indirect effects of offset failures and key restoration methods. Connections can be explored through an interactive HTML file using the netCoin library.

Use Cases

• Analyzing co-occurrence networks of offset failure mechanisms based on described linkages.
• Investigating relationships between direct and indirect effects of aquatic restoration failures.
• Exploring connections between restoration methods and outcomes using the provided Haberman z-scores and netCoin tool.

Strengths

• Dataset is 333.9 MB, indicating substantial content.
• Includes multiple file formats (PDF, HTML, XLSX, CSV) for different analysis needs.
• Published under a permissive CC-BY-4.0 license for broad reuse.

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

Sebastian Theis via figshare

Collection Method

Data from aquatic restoration and offset projects, with network linkages constructed from co-occurrence analysis.

Freshness

Last updated 2026-05-11 15:11:50; freshness should be verified.