Allbwn Ymchwil fesul blwyddyn
Allbwn Ymchwil fesul blwyddyn
Sebastian Kreutzer*, Steve Grehl, Michael Höhne, Oliver Simmank, Kay Dornich, Grzegorz Adamiec, Christoph Burow, Helen M. Roberts, Geoff A.T. Duller
Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
The concept of 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 issues are 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 and 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, its 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.
Iaith wreiddiol | Saesneg |
---|---|
Tudalennau (o-i) | 271-284 |
Nifer y tudalennau | 14 |
Cyfnodolyn | Geochronology |
Cyfrol | 5 |
Rhif cyhoeddi | 1 |
Dynodwyr Gwrthrych Digidol (DOIs) | |
Statws | Cyhoeddwyd - 06 Meh 2023 |
Allbwn ymchwil: Ffurf annhestunol › Meddalwedd
Kreutzer, S., Grehl, S., Höhne, M., Simmank, O., Dornich, K., Adamiec, G., Burow, C., Roberts, H. & Duller, G., Zenodo, 25 Tach 2022
Dangosydd eitem ddigidol (DOI): 10.5281/zenodo.7362438
Set ddata
Duller, G. (Prif Ymchwilydd), Kreutzer, S. (Prif Ymchwilydd), Roberts, H. (Prif Ymchwilydd) & Sirocko, F. (Cyd-ymchwilydd)
Horizon 2020 -European Commission
01 Ion 2020 → 30 Ebr 2022
Prosiect: Ymchwil a ariannwyd yn allanol
01 Ebr 2024
1 eitem o Sylw ar y cyfryngau
Y Wasg / Cyfryngau: Sylw yn y cyfryngau