HISS, a new tool for H I stacking: application to NIBLES spectra
Abstract
H I stacking has proven to be a highly effective tool to statistically analyse average H I properties for samples of galaxies which may or may not be directly detected. With the plethora of H I data expected from the various upcoming H I surveys with the SKA Precursor and Pathfinder telescopes, it will be helpful to standardize the way in which stacking analyses are conducted. In this work we present a new PYTHON-based package, HISS, designed to stack H I (emission and absorption) spectra in a consistent and reliable manner. As an example, we use HISS to study the H I content in various galaxy sub-samples from the NIBLES survey of SDSS galaxies which were selected to represent their entire range in total stellar mass without a prior colour selection. This allowed us to compare the galaxy colour to average H I content in both detected and non-detected galaxies. Our sample, with a stellar mass range of 10^8 < {{ M}}_\star (M_\odot) < 10^{12}, has enabled us to probe the H I-to-stellar mass gas fraction relationship more than half an order of magnitude lower than in previous stacking studies.
- Publication:
-
Monthly Notices of the Royal Astronomical Society
- Pub Date:
- August 2019
- DOI:
- 10.1093/mnras/stz1555
- arXiv:
- arXiv:1908.00517
- Bibcode:
- 2019MNRAS.487.4901H
- Keywords:
-
- methods: data analysis;
- methods: statistical;
- galaxies: evolution;
- galaxies: general;
- radio lines: galaxies;
- Astrophysics - Astrophysics of Galaxies
- E-Print:
- 40 pages (of which 23 pages are appendices), 28 figures, 5 tables, published in MNRAS