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Testbed-18: Identifiers for Reproducible Science Summary Engineering Report
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| Definitionskos:definition | The OGC’s Testbed 18 initiative explored the following six tasks. 1.) Advanced Interoperability for Building Energy 2.) Secure Asynchronous Catalogs 3.) Identifiers for Reproducible Science 4.) Moving Features and Sensor Integration 5.) 3D+ Data Standards and Streaming 6.) Machine Learning Training Data Testbed 18 Task 3, Identifiers for Reproducible Science, explored and developed workflows demonstrating best practices at the intersection of Findable, Accessible, Interoperable, and Reusable (or FAIR) data and reproducible science. The workflows developed in this Testbed included: the development of a Whole Tail workflow for land cover classification (52 Degrees North); the development of a reproducible workflow for a deep learning application for target detection (Arizona State University); the implementation of reproducible workflows following the approach described in the OGC API Process Part 3: Workflows and Chaining for Modular OGC API Workflows (Ecere); the development of a reproducible workflow that runs an OGC API — Process and Feature Server instance within a Whole Tale environment (GeoLabs); and the development of a water body detection Application Package to cover the identifier assignment and reproducibility from code to several execution scenarios (local, Exploitation Platform, Whole Tale) (Terradue). Testbed 18 participants identified considerations and limitations for reproducible workflows and recommendations for future work to identify the benefits of reproducible science for healthcare use cases. |
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| Broaderbroader | Public Engineering Report |
| http://purl.org/dc/terms/createdcreated | 2023-01-03 |
| Creatorcreator | Paul Churchyard, Ajay Gupta |
| seeAlsoseeAlso | https://docs.ogc.org/per/22-020.html |
| Status of item in register or collectionstatus | valid |
| Notationnotation | 22-020 |
| Alternative LabelaltLabel | 22-020 |
| Testbed-18: Identifiers for Reproducible Science Summary Engineering Report | |
| OGC document typedoctype | Public Engineering Report |