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Data · dataset · 2026

Metadata tensions: A case study of library principles vs. everyday scientific data practices

Listed in National Center for Atmospheric Research

Data sharing requirements and mandates are becoming more common, and many institutions are investigating data curation methods.

Description

Metadata are a critical component to any institutional scientific data curation initiative. As libraries and other information institutions become more active in this area, a number of metadata challenges will arise.

In this paper we discuss four important issues: 1) the ambiguous responsibility for metadata creation between information professionals, working scientists, and hardware/software tools, 2) the tension between the highly principled library metadata approach and the ad hoc everyday practices of working researchers, 3) the ways that metadata creation and knowledge are distributed socially in research settings, and 4) the role of metadata at different stages of the data life cycle.

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We illustrate how they are manifested in a case study of data and metadata management in a large science and technology research center.

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Provenance · 1 source records, 7 field assertions
SourceKeyLast seenRaw
National Center for Atmospheric Researchc6e9b2a6-4019-4986-881c-6b92d4e98e829 d agoJSON v1
FieldAssertionExtractorEvidence
concepts[field].local:field:earth-environmentalmapping · data ucar educonnector:data_ucar_edu@1.0.0
concepts[field].local:field:ocean-atmosphericmapping · data ucar educonnector:data_ucar_edu@1.0.0
created_datesource · data ucar educonnector:data_ucar_edu@1.0.0
descriptionsource · data ucar educonnector:data_ucar_edu@1.0.0/notes
publication_datesource · data ucar educonnector:data_ucar_edu@1.0.0
titlesource · data ucar educonnector:data_ucar_edu@1.0.0/title
updated_datesource · data ucar educonnector:data_ucar_edu@1.0.0