Salmon Volatile Organic Compound Measurements for Spoilage Monitoring

Daily measurements of volatile organic compounds (VOCs) from salmon stored at 4 °C. The data was likely collected using a BME688 sensor for spoilage monitoring. The dataset's author, size, and specific temporal coverage are not provided in the metadata.

Use Cases

• Predicting salmon spoilage based on daily VOC measurements.
• Developing time-series models for food freshness monitoring.
• Training anomaly detection systems for food safety based on sensor data.
• Correlating specific VOC profiles with microbial growth at 4 °C.

Strengths

• Data collection is focused on a specific, controlled temperature (4 °C) relevant to refrigeration.
• Measurements are taken daily, suggesting a consistent time-series structure.

Limitations

• Row count, column definitions, and data size are unknown, limiting suitability assessment.
• Description metadata is limited; actual data quality requires manual inspection after download.
• Last update date is unknown; freshness unverified.

Provenance

Source

Kaggle

Collection Method

Likely gathered via a BME688 sensor for monitoring volatile organic compounds.

Time Range

Temporal coverage is not specified.

Freshness

Last updated date is unknown.

Geography

Spatial coverage is not specified.