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Johnson, Michael A. C. und Dembska, Marta und Schindler, Sirko und 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. Seiten 377-396. doi: 10.1007/978-3-031-58468-8_13. ISBN 978-3-031-58468-8.
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Kurzfassung
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.
| elib-URL des Eintrags: | https://elib.dlr.de/211152/ | ||||||||||||||||||||
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| Dokumentart: | Beitrag in einem Lehr- oder Fachbuch | ||||||||||||||||||||
| Titel: | Historical Record of the Data and Its Origins: Data Provenance | ||||||||||||||||||||
| Autoren: |
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| Datum: | November 2024 | ||||||||||||||||||||
| Erschienen in: | Historical Record of the Data and Its Origins: Data Provenance | ||||||||||||||||||||
| Referierte Publikation: | Nein | ||||||||||||||||||||
| Open Access: | Nein | ||||||||||||||||||||
| Gold Open Access: | Nein | ||||||||||||||||||||
| In SCOPUS: | Nein | ||||||||||||||||||||
| In ISI Web of Science: | Nein | ||||||||||||||||||||
| Band: | 472 | ||||||||||||||||||||
| DOI: | 10.1007/978-3-031-58468-8_13 | ||||||||||||||||||||
| Seitenbereich: | Seiten 377-396 | ||||||||||||||||||||
| Verlag: | Springer Cham | ||||||||||||||||||||
| Name der Reihe: | Astrophysics and Space Science Library | ||||||||||||||||||||
| ISBN: | 978-3-031-58468-8 | ||||||||||||||||||||
| Status: | veröffentlicht | ||||||||||||||||||||
| Stichwörter: | 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 - Forschungsbereich: | keine Zuordnung | ||||||||||||||||||||
| HGF - Programm: | keine Zuordnung | ||||||||||||||||||||
| HGF - Programmthema: | keine Zuordnung | ||||||||||||||||||||
| DLR - Schwerpunkt: | keine Zuordnung | ||||||||||||||||||||
| DLR - Forschungsgebiet: | keine Zuordnung | ||||||||||||||||||||
| DLR - Teilgebiet (Projekt, Vorhaben): | keine Zuordnung | ||||||||||||||||||||
| Standort: | Jena | ||||||||||||||||||||
| Institute & Einrichtungen: | Institut für Datenwissenschaften > Datenmanagement und -aufbereitung | ||||||||||||||||||||
| Hinterlegt von: | Dembska, Marta | ||||||||||||||||||||
| Hinterlegt am: | 07 Jan 2025 12:01 | ||||||||||||||||||||
| Letzte Änderung: | 07 Jan 2025 12:01 |
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