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

A spectral library of marine benthic habitats in oligotrophic, temperate waters. The data was collected for a PhD thesis at Murdoch University and is hosted in the Australian National Spectral Database. It covers areas near Rottnest, Marmion, and Shoalwater in Western Australia.

Use Cases

• Classifying marine benthic habitats based on hyperspectral signatures.
• Developing techniques for habitat mapping in oligotrophic, temperate waters.
• Training machine learning models for automated seabed substrate identification.
• Validating satellite or airborne hyperspectral imagery against in-situ spectral data.

Strengths

• Data is part of the authoritative National Spectral Database managed by Geoscience Australia.
• Spatial coverage is specified for three distinct coastal areas in Western Australia.
• Temporal coverage is defined 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, M.J., 2009)

Collection Method

Hyperspectral imagery collection for PhD research.

Time Range

2006-2007

Freshness

Last updated 2026-06-27 19:48:49.835995; freshness should be verified.

Geography

Rottnest, Marmion, and Shoalwater areas, Western Australia, Australia