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

Harvey MJ (2009) developed techniques for classifying marine benthic habitats using hyperspectral imagery in oligotrophic, temperate waters. The source data is hosted in the National Spectral Database Aquatic Library. The data collection covers the Rottnest, Marmion, and Shoalwater areas of Western Australia.

Use Cases

• Classifying marine benthic habitats based on hyperspectral signatures.
• Developing techniques for analyzing oligotrophic, temperate coastal waters.
• Training machine learning models for aquatic substrate identification.
• Validating remote sensing data against in-situ marine observations.

Strengths

• Data is part of the authoritative National Spectral Database (NSD) Aquatic Library.
• Collection is associated with a published PhD thesis providing methodological context.
• Covers three distinct coastal areas in Western Australia: Rottnest, Marmion, and Shoalwater.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• Freshness should be verified; the underlying data is from 2006-2007.

Provenance

Source

National Spectral Database (NSD) Aquatic Library, Australian Ocean Data Network.

Collection Method

Hyperspectral imagery collection for marine benthic habitat classification.

Time Range

2006-2007

Freshness

Last updated 2026-06-04 06:52:36.496723; underlying data from 2006-2007.

Geography

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