Using Host Galaxy Photometric Redshifts to Improve Cosmological Constraints with Type Ia Supernovae in the LSST Era
We perform a rigorous cosmology analysis on simulated Type Ia supernovae (SNe Ia) and evaluate the improvement from including photometric host galaxy redshifts compared to using only the “ z spec ” subset with spectroscopic redshifts from the host or SN. We use the Deep Drilling Fields (∼50 deg 2 )...
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Veröffentlicht in: | The Astrophysical journal 2023-02, Vol.944 (2), p.212 |
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Sprache: | eng |
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Zusammenfassung: | We perform a rigorous cosmology analysis on simulated Type Ia supernovae (SNe Ia) and evaluate the improvement from including photometric host galaxy redshifts compared to using only the “
z
spec
” subset with spectroscopic redshifts from the host or SN. We use the Deep Drilling Fields (∼50 deg
2
) from the Photometric LSST Astronomical Time-Series Classification Challenge (
PLAsTiCC
) in combination with a low-
z
sample based on Data Challenge2. The analysis includes light-curve fitting to standardize the SN brightness, a high-statistics simulation to obtain a bias-corrected Hubble diagram, a statistical+systematics covariance matrix including calibration and photo-
z
uncertainties, and cosmology fitting with a prior from the cosmic microwave background. Compared to using the
z
spec
subset, including events with SN+host photo-
z
results in (i) more precise distances for
z
> 0.5, (ii) a Hubble diagram that extends 0.3 further in redshift, and (iii) a 50% increase in the Dark Energy Task Force figure of merit (FoM) based on the
w
0
w
a
CDM model. Analyzing 25 simulated data samples, the average bias on
w
0
and
w
a
is consistent with zero. The host photo-
z
systematic of 0.01 reduces FoM by only 2% because (i) most
z
< 0.5 events are in the
z
spec
subset, (ii) the combined SN+host photo-
z
has ×2 smaller bias, and (iii) the anticorrelation between fitted redshift and color self-corrects distance errors. To prepare for analyzing real data, the next SN Ia cosmology analysis with photo-
z
s should include non–SN Ia contamination and host galaxy misassociations. |
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ISSN: | 0004-637X 1538-4357 |
DOI: | 10.3847/1538-4357/acb057 |