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Other literature type . 2025
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Conference object . 2025
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Publishing Large Datasets: Experiences with Data Scaling and Hybrid Model Publication

Authors: Kerzenmacher, Tobias; Barthlott, Sabine; Schneider, Matthias; Bach, Felix; Soltau, Kerstin; Hofmann, Stefan;

Publishing Large Datasets: Experiences with Data Scaling and Hybrid Model Publication

Abstract

The publication of large datasets poses significant challenges for research data management, particularly regarding storage, access, citability, and adherence to FAIR principles. We present our experience publishing a 25 TB dataset from the Infrared Atmospheric Sounding Interferometer (IASI) covering October 2014 to June 2019 (MUSICA IASI v3.2.1) using a hybrid approach. A representative one-day subset was deposited in the institutional repository RADAR4KIT with a DOI, while the complete dataset is archived at the Large Scale Data Facility (LSDF) provided by the Scientific Computing Center (SCC) at KIT and accessed via a THREDDS Data Server (TDS) hosted by IMKASF at KIT. We describe the workflow, metadata harmonisation, persistent linking strategy, and lessons learned from this publication process.

Keywords

repository, IASI, RADAR4KIT, large data publication

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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
Green