Optical Strong Line Ratios Cannot Distinguish between Stellar Populations and Accreting Black Holes at High Ionization Parameters and Low Metallicities
Abstract High-redshift observations from JWST indicate that optical strong line ratios do not carry the same constraining power as they do at low redshifts. Critically, this prevents a differentiation between stellar and black hole accretion-driven ionization, thereby obscuring both active galactic nuclei (AGN) demographics and star formation rates. To investigate this, we compute a large suite of photoionization models with Cloudy powered by stellar populations and accreting black holes over a large grid of ages, metallicities, initial mass functions, binarities, ionization parameters, densities, and black hole masses. We use these models to test three rest-frame optical diagnostics designed to separate ionizing sources at low redshifts: the [N ii ]-BPT, VO87, and OHNO diagrams. We show that these diagnostics are strongly driven by the ionization parameter (log U ) and the gas-phase metallicity ( Z gas ), often more so than the ionizing spectrum itself; there is significant overlap between stellar population and accreting black hole models at high log U and low Z gas . The OHNO diagram is especially contaminated in the AGN region by stellar models with high log U and low Z gas , consistent with high-redshift observations. We show that the [N ii ]-BPT, VO87, or OHNO diagrams are most sensitive to the shape of the <54 eV ionizing continuum, an energy regime in which stellar populations and black hole accretion disk models can be highly degenerate. Finally, we discuss the potential for emission lines that trace the >54 eV ionizing continuum to differentiate between ionizing sources more effectively than the [N ii ]-BPT, VO87, or OHNO diagrams alone.
Authors
- Bren E. Backhaus (ORCID: https://orcid.org/0000-0001-8534-7502)
- V. Buat (ORCID: https://orcid.org/0000-0003-3441-903X)
- Ray Garner (ORCID: https://orcid.org/0000-0002-9426-7456)
- D. Burgarella (ORCID: https://orcid.org/0000-0002-4193-2539)
- Rebecca L. Larson (ORCID: https://orcid.org/0000-0003-2366-8858)
- Justin W. Cole (ORCID: https://orcid.org/0000-0002-6348-1900)
- Pablo Arrabal Haro (ORCID: https://orcid.org/0000-0002-7959-8783)
- Casey Papovich (ORCID: https://orcid.org/0000-0001-7503-8482)
- Anton M. Koekemoer (ORCID: https://orcid.org/0000-0002-6610-2048)
- Antonello Calabrò (ORCID: https://orcid.org/0000-0003-2536-1614)
- Raymond C. Simons (ORCID: https://orcid.org/0000-0002-6386-7299)
- Zach J. Lewis (ORCID: https://orcid.org/0009-0009-4899-6242)
- Kelcey Davis (ORCID: https://orcid.org/0000-0001-8047-8351)
- Jonathan H. Cohn (ORCID: https://orcid.org/0000-0003-1420-6037)
- Joel Leja (ORCID: https://orcid.org/0000-0001-6755-1315)
- Grace M. Olivier (ORCID: https://orcid.org/0000-0002-4606-4240)
- Nikko J. Cleri (ORCID: https://orcid.org/0000-0001-7151-009X)
- Jonathan R. Trump (ORCID: https://orcid.org/0000-0002-1410-0470)
- Emilie Burnham (ORCID: https://orcid.org/0000-0001-8174-317X)
- Steven L. Finkelstein (ORCID: https://orcid.org/0000-0001-8519-1130)
- Lise-Marie Seillé (ORCID: https://orcid.org/0000-0001-7755-4755)
- Mark Dickinson (ORCID: https://orcid.org/0000-0001-5414-5131)
- Dale D. Kocevski (ORCID: https://orcid.org/0000-0002-8360-3880)
- Michael V. Maseda (ORCID: https://orcid.org/0000-0003-0695-4414)
- Weida Hu (ORCID: https://orcid.org/0000-0003-3424-3230)
- Taylor A. Hutchison (ORCID: https://orcid.org/0000-0001-6251-4988)
- Michaela Hirschmann (ORCID: https://orcid.org/0000-0002-3301-3321)
Institutions
- Dartmouth College (US)
- Centre National de la Recherche Scientifique (FR)
- Space Telescope Science Institute (US)
- Goddard Space Flight Center (US)
- Pennsylvania State University (US)
- University of Wisconsin–Madison (US)
- University of Connecticut (US)
- University of Kansas (US)
- Providence College (US)
- Aix-Marseille Université (FR)
- Colby College (US)
- Astronomical Observatory of Rome (IT)
- Mitchell Institute (US)
- Université Bourgogne Franche-Comté (FR)
- NSF NOIRLab (US)
- Deleted Institution
- École Polytechnique Fédérale de Lausanne (CH)
- The University of Texas at Austin (US)
- Texas A&M University (US)
Publication Details
- Journal
- The Astrophysical Journal
- Published
- 2025-11-21
- DOI
- https://doi.org/10.3847/1538-4357/ae0f17
- Citations
- 1
- Primary Topic
- Astrophysical Phenomena and Observations
- Type
- article
- Field-Weighted Citation Impact
- 1.15