ArXiv TLDR

An automated method for planetary nebula detection with SIGNALS: first applications to NGC 4214 and NGC 4449

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2604.09209

Nancy Yang, Johanna Hartke, Martin Bureau, Chiara Spiniello, Louis-Simon Guité + 9 more

astro-ph.GA

TLDR

A new automated pipeline accurately detects planetary nebulae in dwarf galaxies, identifying new PNe and calculating key astrophysical parameters.

Key contributions

  • Developed an automated pipeline for planetary nebula (PN) detection using emission-line diagnostics and morphology.
  • Achieved PN detection accuracy comparable to visual methods, validated with mock PNe completeness tests.
  • Applied to NGC 4214 and NGC 4449, identifying 48 PNe (19 new discoveries).
  • Calculated PN luminosity function distances and novel V-band specific frequencies for the galaxies.

Why it matters

This paper introduces a robust, automated method for identifying planetary nebulae, which are crucial for understanding stellar evolution and galactic distances. Automating this process significantly improves efficiency and consistency over traditional visual methods. The findings provide new insights into dwarf galaxy populations and their properties.

Original Abstract

Utilising the optical imaging Fourier transform spectrograph SITELLE, the Star-formation, Ionized Gas and Nebular Abundances Legacy Survey (SIGNALS) is designed to study the connection between star-forming regions and their environments. Targeting $31$ local star-forming galaxies, its data products also lend themselves to planetary nebula (PN) surveys. We present here a new pipeline to find PNe using automated emission-line diagnostics and morphology tests, that is able to distinguish PNe from contaminants with an accuracy similar to that of past visual methods. We also perform thorough completeness tests using mock PNe inserted into the data cubes with full spectra. We apply these tools to a pilot sample of two dwarf irregular galaxies from the SIGNALS survey, NGC 4214 and NGC 4449, with other galaxies to follow. For these two galaxies, we identify $25$ PNe (including $6$ new discoveries) and $23$ PNe (including $13$ new discoveries), respectively, and calculate PN luminosity function distances of $3.09^{+0.25}_{-0.46}$ and $3.91^{+0.33}_{-0.52}$ Mpc, respectively, the latter consistent with previous estimates. We also calculate the bolometric PN specific frequency of our galaxies ($α_\mathrm{bol}$), as well as a newly defined $V$-band PN specific frequency ($α_\mathrm{V}$) based solely on the galaxies' total luminosities in that band.

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