From Australian Oceans Data Network
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Synthetic data for reef modelling

Created 24/06/2025

Updated 24/06/2025

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Synthetic data can be used to support model analyses that can be published without referring to specific sites, reefs, or study areas. Here a synthetic data pipeline has been developed for the reef decision-support system ADRIA (Adaptive Dynamic Reef Intervention Algorithms). This pipeline includes developing models for tabular (benthic/compositional reef data), spatial-temporal (wave and heat stress data) and spatial network data (coral larval connectivity). Conditional sampling methods which connect spatial relationships across datasets are used to develop synthetic reef data packages which mimic the statistical properties of the original dataset. See Crocker et al (2024) for full details.

Files and APIs

Additional Info

Field Value
Title Synthetic data for reef modelling
Language eng
Licence Not Specified
Landing Page https://data.gov.au/data/dataset/476c5357-a62c-4568-bc00-f752e681b179
Contact Point
Australian Ocean Data Network
reception@aims.gov.au
Reference Period 20/08/2024
Geospatial Coverage
Map data © OpenStreetMap contributors
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  "coordinates": [
    [
      [
        146.14185333251956,
        -16.978323208308048
      ],
      [
        146.32930755615237,
        -16.978323208308048
      ],
      [
        146.32930755615237,
        -16.75030415272027
      ],
      [
        146.14185333251956,
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      ],
      [
        146.14185333251956,
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      ]
    ]
  ],
  "type": "Polygon"
}
Data Portal Australian Oceans Data Network

Data Source

This dataset was originally found on Australian Oceans Data Network "Synthetic data for reef modelling". Please visit the source to access the original metadata of the dataset:
https://catalogue.aodn.org.au/geonetwork/srv/eng/csw/dataset/synthetic-data-for-reef-modelling