Aquatic Substrate Library for Rottnest, Marmion, and Shoalwater Bays, 2006-2007

Western Australian coastal data from Rottnest, Marmion, and Shoalwater Bays, collected in 2006-2007. The dataset is part of the National Spectral Database Aquatic Library, developed from a PhD thesis focused on classifying marine benthic habitats using hyperspectral imagery in oligotrophic, temperate waters. It is hosted by the Australian Ocean Data Network.

Use Cases

• Classifying marine benthic habitats based on hyperspectral imagery signatures mentioned in the description.
• Developing techniques for habitat mapping in oligotrophic, temperate waters as referenced in the source thesis.
• Training models to identify and differentiate aquatic substrate types from spectral data.
• Validating remote sensing algorithms for coastal environmental monitoring in Western Australia.

Strengths

• Data is sourced from a specific PhD thesis, providing a documented academic foundation.
• Geographic scope is clearly defined for three Western Australian bays.
• Temporal coverage is explicitly stated as 2006-2007.

Limitations

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

Provenance

Source

Murdoch University (Harvey MJ, 2009), Australian Ocean Data Network, National Spectral Database.

Collection Method

Hyperspectral imagery collection for marine benthic habitat classification, as described in a PhD thesis.

Time Range

2006-2007

Freshness

Last updated 2026-04-10 18:58:21.927563; freshness should be verified

Geography

Rottnest, Marmion, and Shoalwater Bays, Western Australia, Australia.