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Main Authors: Hayes, Erin E., Dhawan, Suhail, Mandel, Kaisey S., Jones, David O., Foley, Ryan J., Thorp, Stephen, Grayling, Matthew, Ward, Sam M., Do, Aaron, Langeroodi, Danial, Earl, Nicholas, de Soto, Kaylee M., Narayan, Gautham, Auchettl, Katie, de Boer, Thomas, Chambers, Kenneth C., Coulter, David A., Gall, Christa, Gao, Hua, Izzo, Luca, Lin, Chien-Cheng, Magnier, Eugene A., Rest, Armin, Wang, Qinan
Format: Preprint
Published: 2025
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Online Access:https://arxiv.org/abs/2506.04309
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author Hayes, Erin E.
Dhawan, Suhail
Mandel, Kaisey S.
Jones, David O.
Foley, Ryan J.
Thorp, Stephen
Grayling, Matthew
Ward, Sam M.
Do, Aaron
Langeroodi, Danial
Earl, Nicholas
de Soto, Kaylee M.
Narayan, Gautham
Auchettl, Katie
de Boer, Thomas
Chambers, Kenneth C.
Coulter, David A.
Gall, Christa
Gao, Hua
Izzo, Luca
Lin, Chien-Cheng
Magnier, Eugene A.
Rest, Armin
Wang, Qinan
author_facet Hayes, Erin E.
Dhawan, Suhail
Mandel, Kaisey S.
Jones, David O.
Foley, Ryan J.
Thorp, Stephen
Grayling, Matthew
Ward, Sam M.
Do, Aaron
Langeroodi, Danial
Earl, Nicholas
de Soto, Kaylee M.
Narayan, Gautham
Auchettl, Katie
de Boer, Thomas
Chambers, Kenneth C.
Coulter, David A.
Gall, Christa
Gao, Hua
Izzo, Luca
Lin, Chien-Cheng
Magnier, Eugene A.
Rest, Armin
Wang, Qinan
contents Type Ia supernovae (SNe Ia) are standardisable candles: their peak magnitudes can be corrected for correlations between light curve properties and their luminosities to precisely estimate distances. Understanding SN Ia standardisation across wavelength improves methods for correcting SN Ia magnitudes. Using 150 SNe Ia from the Foundation Supernova Survey and Young Supernova Experiment, we present the first study focusing on SN Ia standardisation properties in the z band. Straddling the optical and near-infrared, SN Ia light in the z band is less sensitive to dust extinction and can be collected alongside the optical on CCDs. Pre-standardisation, SNe Ia exhibit less residual scatter in z-band peak magnitudes than in the g and r bands. SNe Ia peak z-band magnitudes still exhibit a significant dependence on light-curve shape. Post-standardisation, the z-band Hubble diagram has a total scatter of RMS $ = 0.195$ mag. We infer a z-band mass step of $γ_{z} = -0.105 \pm 0.031$ mag, which is consistent within $1σ$ of that estimated from gri data, assuming $R_{V} = 2.61$. When assuming different $R_{V}$ values for high and low mass host galaxies, the z-band and optical mass steps remain consistent within $1σ$. Based on current statistical precision, these results suggest dust reddening cannot fully explain the mass step. SNe Ia in the z band exhibit complementary standardisability properties to the optical that can improve distance estimates. Understanding these properties is important for the upcoming Vera Rubin Observatory and Nancy G. Roman Space Telescope, which will probe the rest-frame z band to redshifts 0.1 and 1.8.
format Preprint
id arxiv_https___arxiv_org_abs_2506_04309
institution arXiv
publishDate 2025
record_format arxiv
spellingShingle Characterising the Standardisation Properties of Type Ia Supernovae in the z band with Hierarchical Bayesian Modelling
Hayes, Erin E.
Dhawan, Suhail
Mandel, Kaisey S.
Jones, David O.
Foley, Ryan J.
Thorp, Stephen
Grayling, Matthew
Ward, Sam M.
Do, Aaron
Langeroodi, Danial
Earl, Nicholas
de Soto, Kaylee M.
Narayan, Gautham
Auchettl, Katie
de Boer, Thomas
Chambers, Kenneth C.
Coulter, David A.
Gall, Christa
Gao, Hua
Izzo, Luca
Lin, Chien-Cheng
Magnier, Eugene A.
Rest, Armin
Wang, Qinan
Cosmology and Nongalactic Astrophysics
Type Ia supernovae (SNe Ia) are standardisable candles: their peak magnitudes can be corrected for correlations between light curve properties and their luminosities to precisely estimate distances. Understanding SN Ia standardisation across wavelength improves methods for correcting SN Ia magnitudes. Using 150 SNe Ia from the Foundation Supernova Survey and Young Supernova Experiment, we present the first study focusing on SN Ia standardisation properties in the z band. Straddling the optical and near-infrared, SN Ia light in the z band is less sensitive to dust extinction and can be collected alongside the optical on CCDs. Pre-standardisation, SNe Ia exhibit less residual scatter in z-band peak magnitudes than in the g and r bands. SNe Ia peak z-band magnitudes still exhibit a significant dependence on light-curve shape. Post-standardisation, the z-band Hubble diagram has a total scatter of RMS $ = 0.195$ mag. We infer a z-band mass step of $γ_{z} = -0.105 \pm 0.031$ mag, which is consistent within $1σ$ of that estimated from gri data, assuming $R_{V} = 2.61$. When assuming different $R_{V}$ values for high and low mass host galaxies, the z-band and optical mass steps remain consistent within $1σ$. Based on current statistical precision, these results suggest dust reddening cannot fully explain the mass step. SNe Ia in the z band exhibit complementary standardisability properties to the optical that can improve distance estimates. Understanding these properties is important for the upcoming Vera Rubin Observatory and Nancy G. Roman Space Telescope, which will probe the rest-frame z band to redshifts 0.1 and 1.8.
title Characterising the Standardisation Properties of Type Ia Supernovae in the z band with Hierarchical Bayesian Modelling
topic Cosmology and Nongalactic Astrophysics
url https://arxiv.org/abs/2506.04309