Seabed Biotope Classification Data for Machine Learning

Files for use with the R script accompanying the paper Cooper (2020). The dataset is associated with a scientific paper published in Science Advances. It originates from the Government Digital Service via the eu_open_data platform.

Use Cases

• Training a seabed biotope classifier based on the described machine learning approach.
• Reproducing the analysis from the Cooper (2020) paper using the provided R script.
• Benchmarking new marine habitat classification models against the established method.
• Analyzing relationships between environmental variables and seabed communities based on the biotope classification.

Strengths

• Associated with a peer-reviewed scientific publication in Science Advances.
• Includes an R script for reproducibility of the described machine learning approach.

Limitations

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

Provenance

Source

Government Digital Service

Collection Method

Likely collected for marine environmental research, as described in the associated paper.

Time Range

null

Freshness

unknown

Geography

null