Revisiting the X-ray-to-UV relation of Quasars in the era of all-sky surveys

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Main Authors: Chira, Maria, Georgakakis, Antonis, Ruiz, Angel, Chen, Shi-Jiang, Buchner, Johannes, Rankine, Amy L., Kammoun, Elias, Aydar, Catarina, Salvato, Mara, Merloni, Andrea, Krumpe, Mirko
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Published: 2025
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author Chira, Maria
Georgakakis, Antonis
Ruiz, Angel
Chen, Shi-Jiang
Buchner, Johannes
Rankine, Amy L.
Kammoun, Elias
Aydar, Catarina
Salvato, Mara
Merloni, Andrea
Krumpe, Mirko
author_facet Chira, Maria
Georgakakis, Antonis
Ruiz, Angel
Chen, Shi-Jiang
Buchner, Johannes
Rankine, Amy L.
Kammoun, Elias
Aydar, Catarina
Salvato, Mara
Merloni, Andrea
Krumpe, Mirko
contents The X-ray--to--UV relation of active galactic nuclei (AGNs), commonly parametrized via the monochromatic luminosities at $2500\,\mathring{A}$ and $2\,keV$, reflects the energetic interplay between the accretion disc and the X-ray-emitting corona, and is key for understanding accretion physics. Previous studies suggest that disc-dominated emission becomes more prominent with increasing optical luminosity. However, the redshift evolution of this relation remains debated, and a dependence on Eddington ratio, predicted by accretion flow models, is still observationally unconstrained. We revisit this relation using a large, nearly all-sky sample by combining the SDSS DR16Q QSO catalogue with X-ray data from XMM-Newton and the SRG/eROSITA All-Sky Survey DR1, yielding 136,745 QSOs at redshifts $0.5 \leq z < 3.0$. We introduce a hierarchical Bayesian framework that treats X-ray detections and upper limits uniformly, enabling robust inference from both parametric and non-parametric models. We confirm a tight, sublinear $\log L_X({\rm 2\,keV})$-$\log L_ν({\rm 2500\,\mathring{A}})$ correlation, but with a normalization at the lower end of previous estimates. Contrary to most literature results, we detect a mild but systematic redshift evolution: the relation flattens and its intrinsic scatter decreases at higher redshift. This trend is consistent with disc emission increasingly dominated by scattering and enhanced energy transfer to the X-ray corona, potentially indicating redshift evolution in the X-ray bolometric correction. We find no significant dependence on Eddington ratio, in tension with recent accretion flow models.
format Preprint
id arxiv_https___arxiv_org_abs_2512_09767
institution arXiv
publishDate 2025
record_format arxiv
spellingShingle Revisiting the X-ray-to-UV relation of Quasars in the era of all-sky surveys
Chira, Maria
Georgakakis, Antonis
Ruiz, Angel
Chen, Shi-Jiang
Buchner, Johannes
Rankine, Amy L.
Kammoun, Elias
Aydar, Catarina
Salvato, Mara
Merloni, Andrea
Krumpe, Mirko
Astrophysics of Galaxies
High Energy Astrophysical Phenomena
The X-ray--to--UV relation of active galactic nuclei (AGNs), commonly parametrized via the monochromatic luminosities at $2500\,\mathring{A}$ and $2\,keV$, reflects the energetic interplay between the accretion disc and the X-ray-emitting corona, and is key for understanding accretion physics. Previous studies suggest that disc-dominated emission becomes more prominent with increasing optical luminosity. However, the redshift evolution of this relation remains debated, and a dependence on Eddington ratio, predicted by accretion flow models, is still observationally unconstrained. We revisit this relation using a large, nearly all-sky sample by combining the SDSS DR16Q QSO catalogue with X-ray data from XMM-Newton and the SRG/eROSITA All-Sky Survey DR1, yielding 136,745 QSOs at redshifts $0.5 \leq z < 3.0$. We introduce a hierarchical Bayesian framework that treats X-ray detections and upper limits uniformly, enabling robust inference from both parametric and non-parametric models. We confirm a tight, sublinear $\log L_X({\rm 2\,keV})$-$\log L_ν({\rm 2500\,\mathring{A}})$ correlation, but with a normalization at the lower end of previous estimates. Contrary to most literature results, we detect a mild but systematic redshift evolution: the relation flattens and its intrinsic scatter decreases at higher redshift. This trend is consistent with disc emission increasingly dominated by scattering and enhanced energy transfer to the X-ray corona, potentially indicating redshift evolution in the X-ray bolometric correction. We find no significant dependence on Eddington ratio, in tension with recent accretion flow models.
title Revisiting the X-ray-to-UV relation of Quasars in the era of all-sky surveys
topic Astrophysics of Galaxies
High Energy Astrophysical Phenomena
url https://arxiv.org/abs/2512.09767