Exploring Quasar Variability With ZTF at 0<z<3: A Universal Relation with Eddington Ratio

TL;DR

This study reveals a universal anti-correlation between quasar variability amplitude and Eddington ratio across redshifts, providing a new predictive framework for understanding AGN variability using high-cadence surveys.

Contribution

It introduces a redshift-independent relation between quasar variability and Eddington ratio, advancing the understanding of accretion physics in active galactic nuclei.

Findings

Strong anti-correlation between variability and luminosity, increasing with redshift.

Redshift-dependent trend in black hole mass correlations.

Universal relation linking variability amplitude and Eddington ratio.

Abstract

Quasars, powered by accretion onto supermassive black holes (SMBHs), exhibit significant variability, offering insights into the physics of accretion and the properties of the central engines. In this study, we analyze photometric variability and its correlation with key quasar properties, including black hole mass ($M_{\mathrm{BH}}$) and nuclear luminosities, using 915 quasars with $0\leq z<3.0$ from the AQMES sample monitored within SDSS-V. Variability metrics were derived from approximately 6-year light curves provided by the Zwicky Transient Facility -- ZTF, while SMBH masses and luminosities were obtained from the SDSS DR16 quasar catalog of \citet{wu2022catalog}. We identify a strong anti-correlation between variability amplitude and luminosity, which strengthens with redshift, and a redshift-dependent trend for $M_{\mathrm{BH}}$: a positive correlation at low redshifts, no significant correlation at intermediate redshifts, and an anti-correlation the highest redshifts. Our main finding is a robust anti-correlation between photometric variability amplitude and Eddington ratio, consistent across redshift bins. We present a general equation encapsulating this relationship, that appears to be almost free of redshift dependence, enabling predictions of quasar variability based on accretion parameters {\bf or vice-versa}. The derived relation with the Eddington ratio provides a unified framework for interpreting variability in active galactic nuclei (AGN) and facilitates future studies of quasar variability using high-cadence surveys, such as the Vera C. Rubin Observatory's Legacy Survey of Space and Time -- LSST.