Data

Data Store of 3D Geological Models (Noddyverse)

National Computational Infrastructure
Jessell, Mark
Viewed: [[ro.stat.viewed]] Cited: [[ro.stat.cited]] Accessed: [[ro.stat.accessed]]
ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rfr_id=info%3Asid%2FANDS&rft_id=info:doi10.25914/p91d-x082&rft.title=Data Store of 3D Geological Models (Noddyverse)&rft.identifier=10.25914/p91d-x082&rft.publisher=NCI Australia&rft.description=The Noddyverse data store consists of 1 million three-dimensional geological models and resulting gravity and magnetic fields that were generated using the Noddy modelling package. The models are classified by the sequence of their deformation histories, thus addressing a temporal paucity of ground truth. This resource is provided to anyone who would like to train a ML algorithm to understand 3D geology and the resulting potential-field response or to anyone wishing to test the robustness of their geophysical inversion techniques. CreditWe would like to acknowledge the support of the MinEx CRC as well as ARC Linkage Grant LP1701000985 Hosting of the Noddyverse at NCI was enabled by NCRIS via AuScopeThis record was harvested by RDA at 2025-03-05T09:51:51.968+11:00 from NCI's Data Catalogue where it was last modified at 2024-07-19.The underlying Noddyverse code used to generate the models in this collection is available from: markjessell. (2024). Loop3D/noddyverse: Noddyverse 1.0.1. Zenodo. https://doi.org/10.5281/zenodo.11206379 Github repository: https://github.com/Loop3D/noddyverse/tree/1.0&rft.creator=Jessell, Mark &rft.date=2024&rft.edition=20240719&rft_rights= https://creativecommons.org/licenses/by/4.0/&rft_rights=Creative Commons Attribution 4.0 International&rft_subject=geoscientificInformation&rft_subject=370401 - Computational modelling and simulation in earth sciences, 0404 - Geophysics, 040402 - Geodynamics, geophysical inversion, machine learning, structural modelling, magnetic fields, gravity fields, synthetic test data, kinematic modelling engine, deformation events&rft.type=dataset&rft.language=English Access the data
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Creative Commons Attribution 4.0 International

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Brief description

This record was harvested by RDA at 2025-03-05T09:51:51.968+11:00 from NCI's Data Catalogue where it was last modified at 2024-07-19.

Full description

The Noddyverse data store consists of 1 million three-dimensional geological models and resulting gravity and magnetic fields that were generated using the Noddy modelling package. The models are classified by the sequence of their deformation histories, thus addressing a temporal paucity of ground truth. This resource is provided to anyone who would like to train a ML algorithm to understand 3D geology and the resulting potential-field response or to anyone wishing to test the robustness of their geophysical inversion techniques.

Credit

We would like to acknowledge the support of the MinEx CRC as well as ARC Linkage Grant LP1701000985
Hosting of the Noddyverse at NCI was enabled by NCRIS via AuScope

Lineage

The underlying Noddyverse code used to generate the models in this collection is available from: markjessell. (2024). Loop3D/noddyverse: Noddyverse 1.0.1. Zenodo. https://doi.org/10.5281/zenodo.11206379 Github repository: https://github.com/Loop3D/noddyverse/tree/1.0

Created: 24 07 2024

Issued: 30 08 2024

Modified: 14 11 2024

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370401 - Computational modelling and simulation in earth sciences, 0404 - Geophysics, 040402 - Geodynamics, geophysical inversion, machine learning, structural modelling, magnetic fields, gravity fields, synthetic test data, kinematic modelling engine, deformation events | geoscientificInformation |

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