John Bieber's replication data supports findings of elevated physiological stress in Procambarus clarkii crayfish. The dataset likely contains measurements from crayfish sampled in an urban river connected to Lake Michigan. It was published via Harvard Dataverse and last updated in June 2026.
Use Cases
- Analyze physiological stress levels in crayfish based on the described stress measurements
- Compare stress responses between urban and non-urban aquatic habitats based on the described river system context
- Model environmental stressors affecting Procambarus clarkii populations based on the described urban river connection
Strengths
- Data is directly linked to a specific published research finding on crayfish stress.
- Dataset provenance is clear, authored by John Bieber and hosted on Harvard Dataverse.
- Last updated date (2026-06-09) suggests recent maintenance.
Limitations
- Column-level documentation is absent; field semantics must be inferred after download.
- Row count is unknown, which may limit suitability assessment.
- Data may reflect geographic bias inherent to the single urban river system studied.
Provenance
- Source
- Harvard Dataverse
- Freshness
- Last updated 2026-06-09 16:10:01
- Geography
- Urban river system connected to Lake Michigan