Exploring the "$L$--$\sigma$" relation of HII galaxies and giant extragalactic HII regions acting as standard candles
Yan Wu, Shuo Cao, Jia Zhang, Tonghua Liu, Yuting Liu, Shuaibo Geng,, Yujie Lian

TL;DR
This study investigates the $L$--$\sigma$ relation of HII galaxies and giant extragalactic HII regions as standard candles, using cosmology-independent methods to improve distance measurements for cosmological applications.
Contribution
It introduces new cosmology-independent techniques to analyze the $L$--$\sigma$ relation and distinguishes strategies for different HII source types, enhancing their use as standard candles.
Findings
Tight correlation constraints for the $L$--$\sigma$ relation.
Different strategies for HII galaxies and regions improve accuracy.
Estimated matter density parameter $oxed{ ext{Ω}_m}$ consistent with current cosmological models.
Abstract
Cosmological applications of HII galaxies (HIIGx) and giant extragalactic HII regions (GEHR) to construct the Hubble diagram at higher redshifts require knowledge of the "--" relation of the standard candles used. In this paper, we study the properties of a large sample of 156 sources (25 high- HII galaxies, 107 local HII galaxies, and 24 giant extragalactic HII regions) compiled by Terlevich et al.(2015). Using the the cosmological distances reconstructed through two new cosmology-independent methods, we investigate the correlation between the H emission-line luminosity and ionized-gas velocity dispersion . The method is based on non-parametric reconstruction using the measurements of Hubble parameters from cosmic clocks, as well as the simulated data of gravitational waves from the third-generation gravitational wave detector (the Einstein Telescope,…
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