The First Look of Gaia: Daily data quality and instrument health assessment with automated early warnings
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arXiv
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| Autori principali: | , , , , , , , , , , , , , , , , , |
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| Natura: | Preprint |
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2026
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| author | Altmann, M. Balog, Z. Löffler, W. Bastian, U. Biermann, M. Selles, A. Sagrista Davidson, M. Rowell, N. Serpell, E. Aramburu, A. Abreu Brüsemeister, T. Crowley, C. Hauser, M. Jordan, S. Martín-Fleitas, J. Mora, A. del Peloso, E. Fernandez Stampa, U. |
| author_facet | Altmann, M. Balog, Z. Löffler, W. Bastian, U. Biermann, M. Selles, A. Sagrista Davidson, M. Rowell, N. Serpell, E. Aramburu, A. Abreu Brüsemeister, T. Crowley, C. Hauser, M. Jordan, S. Martín-Fleitas, J. Mora, A. del Peloso, E. Fernandez Stampa, U. |
| contents | The ESA Gaia mission is a 10+ year astrometric whole-sky scan, demanding consistent data quality over the whole timespan of operations Aims. The Gaia First Look (FL) is a system whose aim is monitoring the data quality to identify problems, which includes early warning capabilities for potential upcoming issues. Methods. In order to achieve its goals, the Gaia FL implemented its own limited astrometric solution, and used the daily calibrations from other segments of the Data Processing and Analysis Consortium (DPAC), as well as the diagnostic data from the satellite itself, in order to obtain a complete picture of the situation of the Gaia satellite on a daily basis. This led to a short-term health and data quality check, but also to a broader overview of the longer-term trends and evolutions within the payload. Potential issues that were encountered were reported to other groups within DPAC for further analysis purposes. When required, ways to mitigate the problems were discussed, and implemented. Results. We show a number of findings by the Gaia FL concerning longer-term evolution, individual but common effects, as well as detrimental impacts, all of which occurred over the operational phase of the Gaia mission |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2605_03721 |
| institution | arXiv |
| publishDate | 2026 |
| record_format | arxiv |
| spellingShingle | The First Look of Gaia: Daily data quality and instrument health assessment with automated early warnings Altmann, M. Balog, Z. Löffler, W. Bastian, U. Biermann, M. Selles, A. Sagrista Davidson, M. Rowell, N. Serpell, E. Aramburu, A. Abreu Brüsemeister, T. Crowley, C. Hauser, M. Jordan, S. Martín-Fleitas, J. Mora, A. del Peloso, E. Fernandez Stampa, U. Instrumentation and Methods for Astrophysics The ESA Gaia mission is a 10+ year astrometric whole-sky scan, demanding consistent data quality over the whole timespan of operations Aims. The Gaia First Look (FL) is a system whose aim is monitoring the data quality to identify problems, which includes early warning capabilities for potential upcoming issues. Methods. In order to achieve its goals, the Gaia FL implemented its own limited astrometric solution, and used the daily calibrations from other segments of the Data Processing and Analysis Consortium (DPAC), as well as the diagnostic data from the satellite itself, in order to obtain a complete picture of the situation of the Gaia satellite on a daily basis. This led to a short-term health and data quality check, but also to a broader overview of the longer-term trends and evolutions within the payload. Potential issues that were encountered were reported to other groups within DPAC for further analysis purposes. When required, ways to mitigate the problems were discussed, and implemented. Results. We show a number of findings by the Gaia FL concerning longer-term evolution, individual but common effects, as well as detrimental impacts, all of which occurred over the operational phase of the Gaia mission |
| title | The First Look of Gaia: Daily data quality and instrument health assessment with automated early warnings |
| topic | Instrumentation and Methods for Astrophysics |
| url | https://arxiv.org/abs/2605.03721 |