Australian Coastal Environments Classified by Wave, Tide, and River Power

Australia's 721 clastic coastal depositional environments were analyzed for wave, tide, and river power to test geomorphic predictability. The geomorphic classification for each environment was established independently from remotely sensed imagery. This dataset, from the Australian Ocean Data Network, represents a systematic numerical analysis not previously attempted for any region.

Use Cases

• Predicting coastal geomorphology based on numerical wave, tide, and river power values.
• Training classification models for depositional environments like deltas, estuaries, and tidal flats.
• Analyzing the relationship between hydrodynamic forces and coastal landform types.

Strengths

• Analysis of 721 distinct coastal environments provides a substantial sample size.
• Geomorphic classification was established independently from remotely sensed imagery, suggesting a robust validation method.
• The dataset represents a systematic numerical analysis not previously attempted for any region on Earth.

Limitations

• Row count and specific column-level documentation are unknown, which may limit suitability assessment.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

Australian Ocean Data Network

Collection Method

Statistical assessment using a database of environments, with classification from remotely sensed imagery.

Time Range

null

Freshness

Last updated 2026-04-10 19:55:03.810006; freshness should be verified.

Geography

Australia