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XLUM: an open data format for exchange and long-term data preservation of luminescence data.

Authors :
Kreutzer, Sebastian
Grehl, Steve
Höhne, Michael
Simmank, Oliver
Dornich, Kay
Adamiec, Grzegorz
Burow, Christoph
Roberts, Helen
Duller, Geoff
Source :
Geochronology; 12/22/2022, p1-22, 22p
Publication Year :
2022

Abstract

Open data has become the modern science meme, and major funding bodies and publishers support open data. On a daily basis, however, the open data mandate frequently encounters technical obstacles, such as a lack of a suitable data format for data sharing and long-term data preservation. Such issue is often community-specific and best addressed through community-tailored solutions. In Quaternary sciences, luminescence dating is widely used for constraining the timing of event-based processes (e.g., sediment transport). Every luminescence-dating study produces a vast body of primary data that usually remains inaccessible and incompatible with future studies or adjacent scientific disciplines. To facilitate data exchange, long-term data preservation, in short, open data, in luminescence dating studies, we propose a new XML -based structured data format called XLUM. The format applies a hierarchical data storage concept consisting of a root node (node 0), a sample (node 1), a sequence (node 2), a record (node 3) and a curve (node 4). The curve level holds information on the technical component (e.g., photomultiplier, thermocouple). A finite number of curves represent a record (e.g., an optically stimulated luminescence curve). Records are part of a sequence measured for a particular sample. This design concept allows the user to retain information on a technical component level from the measurement process. The additional storage of related metadata fosters future data mining projects on large datasets. The XML -based format is less memory efficient than binary formats, however, in focus is data exchange, preservation and hence XLUM long-term format stability by design. XLUM is inherently stable to future updates and backwards compatible. We support XLUM through a new R package, 'xlum', facilitating the conversion of different formats into the new XLUM format. XLUM is licensed under the MIT licence and hence available for free to be used in open and closed-source commercial and non-commercial software and research projects. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
26283697
Database :
Complementary Index
Journal :
Geochronology
Publication Type :
Academic Journal
Accession number :
160935665
Full Text :
https://doi.org/10.5194/gchron-2022-27