FAIR Metadata Bright Spots: Guides on the Road to Future Possibilities

Since the emergence of the World Wide Web during the late 1900's, many repositories have focused documentation efforts on data discovery to such an extent that the concepts "metadata" and "data discovery" have become inextricably intertwined in many repository practices. The FAIR Principles were proposed nearly a decade ago and have been applied in many contexts. For repositories, these principles broaden the focus from Findability to include Access, Interoperability, and Re-use. The DataCite metadata schema has over fifty metadata elements that support all four of these use cases. Repository support for these use cases in DataCite can be measured and expressed as metadata completeness. We have identified repositories that 1) are doing well in supporting these use cases and 2) have improved support during the last year. These repositories, termed bright spots, provide good examples for others and understanding their practices can help raise the bar for the new FAIR use cases.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-06-15
DOI
https://doi.org/10.5281/zenodo.15758869
Primary Topic
Virus-based gene therapy research
Type
article
Field-Weighted Citation Impact
0.00
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article

FAIR Metadata Bright Spots: Guides on the Road to Future Possibilities

Zenodo (CERN European Organization for Nuclear Research)
Virus-based gene therapy research
article

FAIR Metadata Bright Spots: Guides on the Road to Future Possibilities

article en

Abstract

Since the emergence of the World Wide Web during the late 1900's, many repositories have focused documentation efforts on data discovery to such an extent that the concepts "metadata" and "data discovery" have become inextricably intertwined in many repository practices. The FAIR Principles were proposed nearly a decade ago and have been applied in many contexts. For repositories, these principles broaden the focus from Findability to include Access, Interoperability, and Re-use. The DataCite metadata schema has over fifty metadata elements that support all four of these use cases. Repository support for these use cases in DataCite can be measured and expressed as metadata completeness. We have identified repositories that 1) are doing well in supporting these use cases and 2) have improved support during the last year. These repositories, termed bright spots, provide good examples for others and understanding their practices can help raise the bar for the new FAIR use cases.

Zenodo (CERN European Organization for Nuclear Research)
Metadata Game Changers (United States) (US)
Partnerships for the goals
Openalex Percentile: Top 50%
Virus-based gene therapy research
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