Closed-loop Supply Chains Parameter Assignment Data

A dataset by Qing Ma on figshare, last updated May 22, 2026. The data, stored in an XLS file, is 5.5 KB in size and focuses on parameter assignment for closed-loop supply chains. Its specific geographic and temporal coverage are not detailed in the provided metadata.

Use Cases

• Modeling closed-loop supply chain dynamics based on the described parameter assignment focus.
• Calibrating simulation parameters for supply chain analysis.
• Benchmarking optimization algorithms for industrial supply networks.

Strengths

• Dataset is openly licensed under CC-BY-4.0.
• File size is 5.5 KB, indicating a compact and likely focused structure.
• Last update timestamp is precisely recorded as 2026-05-22 17:31:39.

Limitations

• Description metadata is limited; actual data quality requires manual inspection after download.
• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.

Provenance

Source

figshare, author Qing Ma.

Collection Method

Method of data gathering is not specified.

Time Range

Temporal coverage is not specified.

Freshness

Last updated 2026-05-22 17:31:39; freshness should be verified.

Geography

Geographic coverage is not specified.