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Johnson, Michael A. C. and Dembska, Marta and Schindler, Sirko and Bonnarel, François (2024) Historical Record of the Data and Its Origins: Data Provenance. In: Historical Record of the Data and Its Origins: Data Provenance Astrophysics and Space Science Library, 472. Springer Cham. pp. 377-396. doi: 10.1007/978-3-031-58468-8_13. ISBN 978-3-031-58468-8.
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Abstract
Provenance is the documentation which describes the processing performed on data during the data life cycle. It is an essential component in establishing reliability and reproducibility within radio astronomy and other scientific disciplines. This chapter begins by outlining how astronomical provenance is modeled within the International Virtual Observatory Alliance (IVOA) and their extensions to the W3C PROV model. The subsequent segment delves into the diverse tools and methods employed for generating provenance. Following that, the chapter explores the uses of data provenance within astronomy. Finally, it concludes with a retrospective look at past provenance implementations and the lessons that can be learnt from them with regards to scalability, understandability, and interoperability.
| Item URL in elib: | https://elib.dlr.de/211152/ | ||||||||||||||||||||
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| Document Type: | Book Section | ||||||||||||||||||||
| Title: | Historical Record of the Data and Its Origins: Data Provenance | ||||||||||||||||||||
| Authors: |
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| Date: | November 2024 | ||||||||||||||||||||
| Journal or Publication Title: | Historical Record of the Data and Its Origins: Data Provenance | ||||||||||||||||||||
| Refereed publication: | No | ||||||||||||||||||||
| Open Access: | No | ||||||||||||||||||||
| Gold Open Access: | No | ||||||||||||||||||||
| In SCOPUS: | No | ||||||||||||||||||||
| In ISI Web of Science: | No | ||||||||||||||||||||
| Volume: | 472 | ||||||||||||||||||||
| DOI: | 10.1007/978-3-031-58468-8_13 | ||||||||||||||||||||
| Page Range: | pp. 377-396 | ||||||||||||||||||||
| Publisher: | Springer Cham | ||||||||||||||||||||
| Series Name: | Astrophysics and Space Science Library | ||||||||||||||||||||
| ISBN: | 978-3-031-58468-8 | ||||||||||||||||||||
| Status: | Published | ||||||||||||||||||||
| Keywords: | astronomy data lifecycle astronomy processing pipelines astronomy archives and storage astronomy data architecture astronomy data analysis LOFAR data ALMA data MeerKAT data ASKAP data EHT data FAST radio telescope data SKA radio telescope data | ||||||||||||||||||||
| HGF - Research field: | other | ||||||||||||||||||||
| HGF - Program: | other | ||||||||||||||||||||
| HGF - Program Themes: | other | ||||||||||||||||||||
| DLR - Research area: | no assignment | ||||||||||||||||||||
| DLR - Program: | no assignment | ||||||||||||||||||||
| DLR - Research theme (Project): | no assignment | ||||||||||||||||||||
| Location: | Jena | ||||||||||||||||||||
| Institutes and Institutions: | Institute of Data Science > Data Management and Enrichment | ||||||||||||||||||||
| Deposited By: | Dembska, Marta | ||||||||||||||||||||
| Deposited On: | 07 Jan 2025 12:01 | ||||||||||||||||||||
| Last Modified: | 07 Jan 2025 12:01 |
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