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arXiv 2109.07751cs.ITastro-ph.IMmath.IT

Towards a Provenance Management System for Astronomical Observatories

Mathieu Servillat, François Bonnarel, Catherine Boisson, Mireille Louys, Jose Enrique Ruiz, Michèle Sanguillon

英文摘要:

We present here a provenance management system adapted to astronomical projects needs. We collected use cases from various astronomy projects and defined a data model in the ecosystem developed by the IVOA (International Virtual Observatory Alliance). From those use cases, we observed that some projects already have data collections generated and archived, from which the provenance has to be extracted (provenance "on top"), and some projects are building complex pipelines that automatically capture provenance information during the data processing (capture "inside"). Different tools and prototypes have been developed and tested to capture, store, access and visualize the provenance information, which participate to the shaping of a full provenance management system able to handle detailed provenance information.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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