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Report . 2026
License: CC BY
Data sources: Datacite
ZENODO
Report . 2026
License: CC BY
Data sources: Datacite
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Exemplary elements of data-fitness for FAIRness measurement templates

Authors: Hedayat Mahmoudi, Mahdi; Möller, Markus;

Exemplary elements of data-fitness for FAIRness measurement templates

Abstract

This report (FAIRagro Milestone M3.3.3) defines exemplary data-fitness elements that can be reused to build FAIRness measurement templates, with “data fitness” understood as how well data meet the needs of a specific scientific/analytical use case. It proposes a reusable, explicitly non-operational method that bridges (1) producer-side, standards-based data quality concepts grounded in ISO 19157 and (2) user-side, fitness-for-purpose requirements extracted from domain literature. The result is an integrated, machine-readable conceptual framework (illustrated via a digital soil mapping use case) intended to support subsequent FAIRagro work on operationalization, community refinement, and implementation of application-specific data quality queries, without prescribing metrics or running assessments itself.

Related Organizations
Keywords

M3.3, FAIR principles, FAIRness, Data-Fitness-For-Purpose (DFFP), FAIRagro Community Summit 2026, data quality, Digital Soil Mapping

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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