Hardness of ionizing radiation fields in MaNGA star-forming galaxies
Nimisha Kumari, Ricardo Amorin, Enrique Perez-Montero, Jose Vilchez, and Roberto Maiolino

TL;DR
This study examines the hardness of ionizing radiation in nearby star-forming galaxies using MaNGA data, revealing correlations with metallicity and suggesting contributions from old stars to radiation hardness.
Contribution
It introduces empirical relations linking radiation hardness indicators to strong emission line ratios, enabling future studies without weak auroral lines.
Findings
Low metallicity correlates with harder radiation fields.
Empirical relations enable estimation of radiation hardness from strong lines.
Photoionization models with diverse stellar populations agree with observations.
Abstract
We investigate radiation hardness within a representative sample of 67 nearby (0.02 z0.06) star-forming (SF) galaxies using the integral field spectroscopic data from the MaNGA survey. The softness parameter = is sensitive to the spectral energy distribution of the ionizing radiation. We study via the observable quantity (=) We analyse the relation between radiation hardness (traced by and ) and diagnostics sensitive to gas-phase metallicity, electron temperature, density, ionization parameter, effective temperature and age of ionizing populations. It is evident that low metallicity is accompanied by low log , i.e. hard radiation field. No direct relation is found between radiation hardness and other nebular parameters though such…
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