476c5357-a62c-4568-bc00-f752e681b179 urn:uuid eng UTF-8 nonGeographicDataset nonGeographicDataset 2025-06-23T15:55:20 creation ISO 19115 2016 Synthetic data for reef modelling 476c5357-a62c-4568-bc00-f752e681b179 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. {"type": "Polygon", "coordinates": [[[146.14185333251956, -16.978323208308048], [146.32930755615237, -16.978323208308048], [146.32930755615237, -16.75030415272027], [146.14185333251956, -16.75030415272027], [146.14185333251956, -16.978323208308048]]]} 146.14185333251956 146.32930755615237 -16.978323208308048 -16.75030415272027 Crocker, R., Robson, B. J., Ani, C., Anthony, K., & Iwanaga, T. (2024). Synthetic data for reef modelling. Ecological Informatics, 82, 102698. https://doi.org/10.1016/j.ecoinf.2024.102698 documentDigital Crocker, R., Robson, B. J., Ani, C., Anthony, K., & Iwanaga, T. (2024). Synthetic data for reef modelling. Ecological Informatics, 82, 102698. https://doi.org/10.1016/j.ecoinf.2024.102698 HTML GitHub Code repository for the creation of synthetic input data layers for ADRIA. documentDigital GitHub Code repository for the creation of synthetic input data layers for ADRIA. HTML open-AIMS/ADRIA-synthetic-data: v0.1.0 (v0.1.0). Zenodo. https://doi.org/10.5281/zenodo.10158324 documentDigital open-AIMS/ADRIA-synthetic-data: v0.1.0 (v0.1.0). Zenodo. https://doi.org/10.5281/zenodo.10158324 HTML AIMS Web Site documentDigital audio/basic AIMS Web Site documentDigital audio/basic AIMS Web Site documentDigital audio/basic AIMS Web Site documentDigital audio/basic Unnamed resource documentDigital License Graphic PNG Unnamed resource documentDigital HTML