TY - JOUR
T1 - The long and the short of it
T2 - the benefits and leverage of ultraviolet-radio galaxy fitting
AU - Thorne, Jessica E.
AU - Robotham, Aaron S.G.
AU - Bellstedt, Sabine
AU - Davies, Luke J.M.
N1 - Funding Information:
We thank the anonymous referee for their constructive report. JET is supported by the Australian Government Research Training Program (RTP) Scholarship. ASGR and LJMD acknowledge support from the Australian Research Council’s Future Fellowship scheme (FT200100375 and FT200100055, respectively). SB acknowledges support from the Australian Research Council’s Discovery Project and Future Fellowship funding schemes (DP180103740, FT200100375). We acknowledge the traditional owners of the land on which this research was completed, the Whadjuk Noongar people, and the land on which the AAT stands, the Gamilaraay people, and pay our respects to elders past and present. DEVILS is an Australian project based around a spectroscopic campaign using the Anglo-Australian Telescope. The DEVILS input catalogue is generated from data taken as part of the ESO VISTA-VIDEO (Jarvis et al. ) and UltraVISTA (McCracken et al. ) surveys. DEVILS is part funded via Discovery Programs by the Australian Research Council and the participating institutions. The DEVILS website is https://devilsurvey.org . The DEVILS data is hosted and provided by AAO Data Central ( https://datacentral.org.au/ ). This work was supported by resources provided by the Pawsey Supercomputing Centre with funding from the Australian Government and the Government of Western Australia. All of the work presented here was made possible by the free and open r software environment (R Core Team ). All figures in this paper were made using the R magicaxis package (Robotham ). This work also makes use of the celestial package (Robotham ).
Funding Information:
We thank the anonymous referee for their constructive report. JET is supported by the Australian Government Research Training Program (RTP) Scholarship. ASGR and LJMD acknowledge support from the Australian Research Council's Future Fellowship scheme (FT200100375 and FT200100055, respectively). SB acknowledges support from the Australian Research Council's Discovery Project and Future Fellowship funding schemes (DP180103740, FT200100375). We acknowledge the traditional owners of the land on which this research was completed, the Whadjuk Noongar people, and the land on which the AAT stands, the Gamilaraay people, and pay our respects to elders past and present. DEVILS is an Australian project based around a spectroscopic campaign using the Anglo-Australian Telescope. The DEVILS input catalogue is generated from data taken as part of the ESO VISTA-VIDEO (Jarvis et al. 2013) and UltraVISTA (McCracken et al. 2012) surveys. DEVILS is part funded via Discovery Programs by the Australian Research Council and the participating institutions. The DEVILS website is https://devilsurvey.org. The DEVILS data is hosted and provided by AAO Data Central (https://datacentral.org.au/). This work was supported by resources provided by the Pawsey Supercomputing Centre with funding from the Australian Government and the Government of Western Australia. All of the work presented here was made possible by the free and open R software environment (R Core Team 2020). All figures in this paper were made using the R MAGICAXIS package (Robotham 2016b). This work also makes use of the CELESTIAL package (Robotham 2016a).
Publisher Copyright:
© 2023 The Author(s) Published by Oxford University Press on behalf of Royal Astronomical Society.
PY - 2023/7/1
Y1 - 2023/7/1
N2 - Traditionally, the far-ultraviolet (FUV) to far-infrared (FIR) and radio spectral energy distributions (SEDs) of galaxies have been considered separately despite the common physical process shaping them. In this work, we explore the utility of simultaneously fitting FUV-radio SEDs using an extended version of the PROSPECT SED fitting code considering contributions from both free-free and synchrotron emission. We use a small sample of galaxies from the Deep Extragalactic VIsible Legacy Survey (DEVILS) and the Key Insights on Nearby Galaxies: a Far-Infrared Survey with Herschel (KINGFISH) where high-quality and robust FUV-radio data are available to provide an ideal sample for testing a radio extension of PROSPECT. As the parametrization of the radio extension links the radio continuum to the FIR emission, we explore the benefit of using radio continuum measurements as a constraint on the energy balance between dust attenuation and emission. We find that for situations where mid-IR-FIR photometry is unavailable, including a 1.4 GHz continuum measurement allows for improved accuracy in recovered star formation rates and dust luminosities of galaxies reducing the median uncertainty by 0.1 and 0.2 dex, respectively. We also demonstrate that incorporating 3 and 10 GHz measurements allows for further constraint on the energy balance and therefore the star formation rate and dust luminosity. This demonstrates the advantage of extending FUV-FIR SED fitting techniques to radio frequencies, especially as we move into an era where FIR surveys will remain limited and radio data become abundant (i.e. with the SKA and precursors).
AB - Traditionally, the far-ultraviolet (FUV) to far-infrared (FIR) and radio spectral energy distributions (SEDs) of galaxies have been considered separately despite the common physical process shaping them. In this work, we explore the utility of simultaneously fitting FUV-radio SEDs using an extended version of the PROSPECT SED fitting code considering contributions from both free-free and synchrotron emission. We use a small sample of galaxies from the Deep Extragalactic VIsible Legacy Survey (DEVILS) and the Key Insights on Nearby Galaxies: a Far-Infrared Survey with Herschel (KINGFISH) where high-quality and robust FUV-radio data are available to provide an ideal sample for testing a radio extension of PROSPECT. As the parametrization of the radio extension links the radio continuum to the FIR emission, we explore the benefit of using radio continuum measurements as a constraint on the energy balance between dust attenuation and emission. We find that for situations where mid-IR-FIR photometry is unavailable, including a 1.4 GHz continuum measurement allows for improved accuracy in recovered star formation rates and dust luminosities of galaxies reducing the median uncertainty by 0.1 and 0.2 dex, respectively. We also demonstrate that incorporating 3 and 10 GHz measurements allows for further constraint on the energy balance and therefore the star formation rate and dust luminosity. This demonstrates the advantage of extending FUV-FIR SED fitting techniques to radio frequencies, especially as we move into an era where FIR surveys will remain limited and radio data become abundant (i.e. with the SKA and precursors).
KW - galaxies: evolution
KW - galaxies: general
KW - galaxies: star formation
KW - galaxies: stellar content
KW - radio continuum: galaxies
UR - http://www.scopus.com/inward/record.url?scp=85161543594&partnerID=8YFLogxK
U2 - 10.1093/mnras/stad1361
DO - 10.1093/mnras/stad1361
M3 - Article
AN - SCOPUS:85161543594
SN - 0035-8711
VL - 522
SP - 6354
EP - 6373
JO - Monthly Notices of the Royal Astronomical Society
JF - Monthly Notices of the Royal Astronomical Society
IS - 4
ER -