Increasing FAIRness of FAIRagro data through AI supported metadata enrichment

Background: High quality metadata is essential for FAIR1 data.Method: A training corpus has been generated to enable AI-based extraction of crop and soil metadata from FAIRagro Research Data Infrastructures (RDIs).Outlook: Enhanced findability through integration into the FAIRagro Search Hub2 and RDIs and support researchers in creating high quality metadata during data publication.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-10-14
DOI
https://doi.org/10.5281/zenodo.17349977
Primary Topic
Research Data Management Practices
Type
article
Field-Weighted Citation Impact
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article

Increasing FAIRness of FAIRagro data through AI supported metadata enrichment

Zenodo (CERN European Organization for Nuclear Research)
Research Data Management Practices
article

Increasing FAIRness of FAIRagro data through AI supported metadata enrichment

article en

Abstract

Background: High quality metadata is essential for FAIR1 data.Method: A training corpus has been generated to enable AI-based extraction of crop and soil metadata from FAIRagro Research Data Infrastructures (RDIs).Outlook: Enhanced findability through integration into the FAIRagro Search Hub2 and RDIs and support researchers in creating high quality metadata during data publication.

Zenodo (CERN European Organization for Nuclear Research)
Julius Kühn-Institut (DE), ZB MED - Information Centre for Life Sciences (DE), Leibniz Centre for Agricultural Landscape Research (DE)
Industry, innovation and infrastructure
Openalex Percentile: Top 33%
Research Data Management Practices
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