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The Dark Energy Survey Supernova Program: Cosmological Analysis and Systematic Uncertainties

Journal Article · · The Astrophysical Journal
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  1. Duke U.
  2. Boston U.; Harvard-Smithsonian Ctr. Astrophys.
  3. Australian Natl. U., Canberra
  4. IP2I, Lyon
  5. UPenn, Philadelphia
  6. Queensland U.
  7. ARC, Canberra; Australian Natl. U., Canberra (main); Australian Natl. U., Canberra
  8. Portsmouth U., ICG
  9. Chicago U., Astron. Astrophys. Ctr.; Chicago U., KICP
  10. Swinburne U. Tech., Hawthorn
  11. Marseille, CPPM
  12. Southampton U.
  13. Madrid U.
  14. African Inst. Math. Sci., Cape Town; South African Astron. Observ.
  15. Trieste Observ.
  16. UC, Santa Cruz
  17. Barcelona, IEEC
  18. Argonne (main)
  19. Macquarie Univ., NSW (Australia); Lowell Observatory, Flagstaff, AZ (United States)
  20. U. Surrey (main)
  21. Baylor U.; Duke U.
  22. Fermilab
  23. Cerro-Tololo InterAmerican Obs.
  24. LIneA, Rio de Janeiro
  25. U. Michigan, Ann Arbor
  26. Wisconsin U., Madison
  27. University Coll. London
  28. KIPAC, Menlo Park; SLAC
  29. IAC, La Laguna; LIneA, Rio de Janeiro; Laguna U., Tenerife
  30. Barcelona, IFAE
  31. Jodrell Bank; Nottingham U.
  32. Hamburg Observ.
  33. Indian Inst. Tech., Hyderabad
  34. Inst. Theor. Astrophys., Oslo
  35. NCSA, Urbana
  36. Fermilab; Chicago U., KICP
  37. Madrid, IFT
  38. Barcelona, IFAE; Chicago U., KICP
  39. Munich U.
  40. NCSA, Urbana; Illinois U., Urbana, Astron. Dept.
  41. Ohio State U., CCAPP; Ohio State U.
  42. Harvard-Smithsonian Ctr. Astrophys.
  43. Caltech, JPL
  44. Texas A-M
  45. LPSC, Grenoble
  46. ICREA, Barcelona; Barcelona, Autonoma U.; Barcelona, IFAE
  47. Carnegie Mellon U.
  48. LIneA, Rio de Janeiro; Rio de Janeiro Observ.
  49. Ruhr U., Bochum
  50. Sussex U.
  51. Madrid, CIEMAT
  52. ORNL, Oak Ridge (main)
  53. Ohio State U., CCAPP
  54. U. Michigan, Ann Arbor; LBNL, Berkeley
We present the full Hubble diagram of photometrically classified Type Ia supernovae (SNe Ia) from the Dark Energy Survey supernova program (DES-SN). DES-SN discovered more than 20,000 SN candidates and obtained spectroscopic redshifts of 7000 host galaxies. Based on the light-curve quality, we select 1635 photometrically identified SNe Ia with spectroscopic redshift 0.10 < z < 1.13, which is the largest sample of supernovae from any single survey and increases the number of known z > 0.5 supernovae by a factor of 5. In a companion paper, we present cosmological results of the DES-SN sample combined with 194 spectroscopically classified SNe Ia at low redshift as an anchor for cosmological fits. Here we present extensive modeling of this combined sample and validate the entire analysis pipeline used to derive distances. We show that the statistical and systematic uncertainties on cosmological parameters are $${\sigma }_{{{\rm{\Omega }}}_{M},\mathrm{stat}+\mathrm{sys}}^{{\rm{\Lambda }}\mathrm{CDM}}=$$ 0.017 in a flat ΛCDM model, and $$({\sigma }_{{{\rm{\Omega }}}_{M}},{\sigma }_{w}{)}_{\mathrm{stat}+\mathrm{sys}}^{w\mathrm{CDM}}$$ = (0.082, 0.152) in a flat wCDM model. Combining the DES SN data with the highly complementary cosmic microwave background measurements by Planck Collaboration reduces by a factor of 4 uncertainties on cosmological parameters. In all cases, statistical uncertainties dominate over systematics. We show that uncertainties due to photometric classification make up less than 10% of the total systematic uncertainty budget. This result sets the stage for the next generation of SN cosmology surveys such as the Vera C. Rubin Observatory's Legacy Survey of Space and Time.
Research Organization:
Fermi National Accelerator Laboratory (FNAL), Batavia, IL (United States); Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States); Univ. of Michigan, Ann Arbor, MI (United States)
Sponsoring Organization:
USDOE; USDOE Office of Science (SC), High Energy Physics (HEP)
Grant/Contract Number:
89243024CSC000002; AC02-07CH11359; AC05-00OR22725; SC0009924; SC0019193
OSTI ID:
3007412
Alternate ID(s):
OSTI ID: 2481171
OSTI ID: 2282565
Report Number(s):
FERMILAB-PUB--23-693-PPD
Journal Information:
The Astrophysical Journal, Journal Name: The Astrophysical Journal Journal Issue: 1 Vol. 975; ISSN 0004-637X; ISSN 1538-4357
Publisher:
IOP PublishingCopyright Statement
Country of Publication:
United States
Language:
English

References (116)

BEAMS: Separating the Wheat from the Chaff in Supernova Analysis book October 2012
The Pantheon+ analysis: Improving the redshifts and peculiar velocities of Type Ia supernovae used in cosmological analyses journal January 2022
Probing the consistency of cosmological contours for supernova cosmology journal January 2023
On the variation of the initial mass function journal April 2001
The Supernova Legacy Survey 3-year sample: Type Ia supernovae photometric distances and cosmological constraints journal November 2010
The reddening law of type Ia supernovae: separating intrinsic variability from dust using equivalent widths journal April 2011
Photometry of supernovae in an image series: methods and application to the SuperNova Legacy Survey (SNLS) journal August 2013
Improved cosmological constraints from a joint analysis of the SDSS-II and SNLS supernova samples journal August 2014
Planck 2018 results: VI. Cosmological parameters journal September 2020
Redshift evolution of the underlying type Ia supernova stretch distribution journal May 2021
Accuracy of environmental tracers and consequences for determining the Type Ia supernova magnitude step journal December 2021
A sample of dust attenuation laws for Dark Energy Survey supernova host galaxies journal December 2023
Photometric redshifts from evolutionary synthesis with PÉGASE: The code Z-PEG and the $z=0$ age constraint journal May 2002
The Supernova Legacy Survey: measurement of $\Omega_{\mathsf{M}}$, $\Omega_\mathsf{\Lambda}$ and w from the first year data set journal January 2006
SALT2: using distant supernovae to improve the use of type Ia supernovae as distance indicators journal February 2007
SExtractor: Software for source extraction journal June 1996
The importance of atmospheric differential refraction in spectrophotometry journal August 1982
The relationship between infrared, optical, and ultraviolet extinction journal October 1989
Selection Effects, Biases, and Constraints in the CalÁn/Tololo Supernova Survey journal March 1999
Correcting for the Effects of Interstellar Extinction journal January 1999
Toward 1% Photometry: End‐to‐End Calibration of Astronomical Telescopes and Detectors journal August 2006
Rates and Properties of Type Ia Supernovae as a Function of Mass and Star Formation in Their Host Galaxies journal September 2006
SNANA: A Public Software Package for Supernova Analysis
  • Kessler, Richard; Bernstein, Joseph P.; Cinabro, David
  • Publications of the Astronomical Society of the Pacific, Vol. 121, Issue 883 https://doi.org/10.1086/605984
journal September 2009
Techniques and Review of Absolute Flux Calibration from the Ultraviolet to the Mid-Infrared journal July 2014
Real-Time Analysis and Selection Biases in the Supernova Legacy Survey journal July 2010
Galaxy Groups: a 2mass Catalog journal April 2015
The dark Energy Camera journal October 2015
The Difference Imaging Pipeline for the Transient Search in the dark Energy Survey journal November 2015
CfA3: 185 TYPE Ia SUPERNOVA LIGHT CURVES FROM THE CfA journal July 2009
THE EFFECT OF HOST GALAXIES ON TYPE Ia SUPERNOVAE IN THE SDSS-II SUPERNOVA SURVEY journal September 2010
The blue tip of the Stellar Locus: Measuring Reddening with the Sloan Digital sky Survey journal November 2010
Snls3: Constraints on dark Energy Combining the Supernova Legacy Survey Three-Year data with Other Probes journal August 2011
Measuring Reddening with Sloan Digital sky Survey Stellar Spectra and Recalibrating sfd journal August 2011
PHOTOMETRIC TYPE Ia SUPERNOVA CANDIDATES FROM THE THREE-YEAR SDSS-II SN SURVEY DATA journal August 2011
A MORE GENERAL MODEL FOR THE INTRINSIC SCATTER IN TYPE Ia SUPERNOVA DISTANCE MODULI journal September 2011
Photometric Supernova Cosmology with Beams and Sdss-Ii journal May 2012
COSMOLOGY WITH PHOTOMETRICALLY CLASSIFIED TYPE Ia SUPERNOVAE FROM THE SDSS-II SUPERNOVA SURVEY journal January 2013
TESTING MODELS OF INTRINSIC BRIGHTNESS VARIATIONS IN TYPE Ia SUPERNOVAE AND THEIR IMPACT ON MEASURING COSMOLOGICAL PARAMETERS journal January 2013
The rate of core Collapse Supernovae to Redshift 2.5 from the Candels and Clash Supernova Surveys journal November 2015
SUPERCAL: CROSS-CALIBRATION OF MULTIPLE PHOTOMETRIC SYSTEMS TO IMPROVE COSMOLOGICAL MEASUREMENTS WITH TYPE Ia SUPERNOVAE journal December 2015
Supernova Constraints and Systematic Uncertainties from the First Three Years of the Supernova Legacy Survey journal December 2010
CfA4: LIGHT CURVES FOR 94 TYPE Ia SUPERNOVAE journal May 2012
The need for accurate redshifts in supernova cosmology journal January 2017
Revisiting the Lick Observatory Supernova Search Volume-limited Sample: Updated Classifications and Revised Stripped-envelope Supernova Fractions journal March 2017
The Data Release of the Sloan Digital Sky Survey-II Supernova Survey journal May 2018
Models and Simulations for the Photometric LSST Astronomical Time Series Classification Challenge (PLAsTiCC) journal July 2019
Supernova host galaxies in the dark energy survey: I. Deep coadds, photometry, and stellar masses journal May 2020
OzDES multi-object fibre spectroscopy for the Dark Energy Survey: results and second data release journal May 2020
Joint analysis of 6dFGS and SDSS peculiar velocities for the growth rate of cosmic structure and tests of gravity journal July 2020
The effect of environment on Type Ia supernovae in the Dark Energy Survey three-year cosmological sample journal December 2020
First cosmology results using type Ia supernovae from the Dark Energy Survey: the effect of host galaxy properties on supernova luminosity journal April 2020
The Dark Energy Survey supernova programme: modelling selection efficiency and observed core-collapse supernova contamination journal May 2021
Constrained realizations of 2MRS density and peculiar velocity fields: growth rate and local flow journal July 2021
Dark Energy Survey Year 3 Results: Deep Field optical + near-infrared images and catalogue journal October 2021
The Zwicky Transient Facility Type Ia supernova survey: first data release and results journal November 2021
The Dark Energy Survey Supernova Program: Cosmological biases from supernova photometric classification journal June 2022
The dark energy survey 5-yr photometrically identified type Ia supernovae journal June 2022
A galaxy-driven model of type Ia supernova luminosity variations journal July 2022
Using host galaxy spectroscopy to explore systematics in the standardization of Type Ia supernovae journal October 2022
The Dark Energy Survey Supernova Program results: type Ia supernova brightness correlates with host galaxy dust journal October 2022
Concerning colour: The effect of environment on type Ia supernova colour in the dark energy survey journal December 2022
SALT2 versus SALT3: updated model surfaces and their impacts on type Ia supernova cosmology journal January 2023
Further evidence that galaxy age drives observed Type Ia supernova luminosity differences journal February 2023
The dark energy survey supernova program: investigating beyond-ΛCDM journal August 2024
Amalgame: cosmological constraints from the first combined photometric supernova sample journal February 2024
Constraints on dark energy with the LOSS SN Ia sample journal June 2013
OzDES multifibre spectroscopy for the Dark Energy Survey: first-year operation and results journal July 2015
Cosmological parameters from the comparison of peculiar velocities with predictions from the 2M++ density field journal April 2015
OzDES multifibre spectroscopy for the Dark Energy Survey: 3-yr results and first data release journal July 2017
The Foundation Supernova Survey: motivation, design, implementation, and first data release journal December 2017
Spectrophotometric templates for core-collapse supernovae and their application in simulations of time-domain surveys journal September 2019
SuperNNova: an open-source framework for Bayesian, neural network-based supernova classification journal December 2019
First cosmology results using Type Ia supernova from the Dark Energy Survey: simulations to correct supernova distance biases journal February 2019
First cosmology results using Type IA supernovae from the dark energy survey: effects of chromatic corrections to supernova photometry on measurements of cosmological parameters journal March 2019
The volumetric rate of normal type Ia supernovae in the local Universe discovered by the Palomar Transient Factory journal March 2019
Bayesian estimation applied to multiple species journal May 2007
The dependence of Type Ia Supernovae luminosities on their host galaxies: SN Ia host galaxies journal May 2010
Nearby supernova rates from the Lick Observatory Supernova Search - II. The observed luminosity functions and fractions of supernovae in a complete sample: Nearby supernova rates from LOSS - II journal March 2011
Parameter estimation with Bayesian estimation applied to multiple species in the presence of biases and correlations journal March 2012
AAOmega: a multipurpose fiber-fed spectrograph for the AAT conference September 2004
The Dust Attenuation Law in Galaxies journal August 2020
Pippin: A pipeline for supernova cosmology journal March 2020
Host Galaxy Identification for Supernova Surveys journal November 2016
The Carnegie Supernova Project. I. Third Photometry Data Release of Low-redshift Type Ia Supernovae and Other White Dwarf Explosions journal November 2017
Forward Global Photometric Calibration of the Dark Energy Survey journal December 2017
First Cosmology Results using Supernovae Ia from the Dark Energy Survey: Survey Overview, Performance, and Supernova Spectroscopy journal November 2020
SCONE: Supernova Classification with a Convolutional Neural Network journal July 2021
Correcting Type Ia Supernova Distances for Selection Biases and Contamination in Photometrically Identified Samples journal February 2017
Measuring the Properties of Dark Energy with Photometrically Classified Pan-STARRS Supernovae. I. Systematic Uncertainty from Core-collapse Supernova Contamination journal June 2017
Studying the Ultraviolet Spectrum of the First Spectroscopically Confirmed Supernova at Redshift Two journal February 2018
Measuring Dark Energy Properties with Photometrically Classified Pan-STARRS Supernovae. II. Cosmological Parameters journal April 2018
The Complete Light-curve Sample of Spectroscopically Confirmed SNe Ia from Pan-STARRS1 and Cosmological Constraints from the Combined Pantheon Sample journal May 2018
Simulations of the WFIRST Supernova Survey and Forecasts of Cosmological Constraints journal October 2018
LSST: From Science Drivers to Reference Design and Anticipated Data Products journal March 2019
First Cosmology Results Using Type Ia Supernovae from the Dark Energy Survey: Photometric Pipeline and Light-curve Data Release journal March 2019
First Cosmology Results Using SNe Ia from the Dark Energy Survey: Analysis, Systematic Uncertainties, and Validation journal April 2019
The Foundation Supernova Survey: Measuring Cosmological Parameters with Supernovae from a Single Telescope journal August 2019
It’s Dust: Solving the Mysteries of the Intrinsic Scatter and Host-galaxy Dependence of Standardized Type Ia Supernova Brightnesses journal March 2021
The Young Supernova Experiment: Survey Goals, Overview, and Operations journal February 2021
Improved Treatment of Host-galaxy Correlations in Cosmological Analyses with Type Ia Supernovae journal May 2021
SALT3: An Improved Type Ia Supernova Model for Measuring Cosmic Distances journal December 2021
The Pantheon+ Analysis: Evaluating Peculiar Velocity Corrections in Cosmological Analyses with Nearby Type Ia Supernovae journal October 2022
The Pantheon+ Analysis: The Full Data Set and Light-curve Release journal October 2022
Measuring Cosmological Parameters with Type Ia Supernovae in redMaGiC Galaxies journal October 2022
The Pantheon+ Analysis: SuperCal-fragilistic Cross Calibration, Retrained SALT2 Light-curve Model, and Calibration Systematic Uncertainty journal October 2022
The Pantheon+ Analysis: Cosmological Constraints journal October 2022
The Pantheon+ Analysis: Forward Modeling the Dust and Intrinsic Color Distributions of Type Ia Supernovae, and Quantifying Their Impact on Cosmological Inferences journal March 2023
The Dark Energy Survey Supernova Program: Cosmological Biases from Host Galaxy Mismatch of Type Ia Supernovae journal March 2024
Revised Catalog of GALEX Ultraviolet Sources. I. The All-Sky Survey: GUVcat_AIS journal June 2017
Dark Energy Survey Year 3 Results: Photometric Data Set for Cosmology journal May 2021
The Young Supernova Experiment Data Release 1 (YSE DR1): Light Curves and Photometric Classification of 1975 Supernovae journal May 2023
Measuring type ia Supernova Populations of Stretch and Color and Predicting Distance Biases journal May 2016
First Cosmology Results using Type Ia Supernovae from the Dark Energy Survey: Constraints on Cosmological Parameters journal February 2019
Supernova Siblings: Assessing the Consistency of Properties of Type Ia Supernovae that Share the Same Parent Galaxies journal June 2020
Binning is Sinning (Supernova Version): The Impact of Self-calibration in Cosmological Analyses with Type Ia Supernovae journal May 2021
Binning is Sinning: Redemption for Hubble Diagram Using Photometrically Classified Type Ia Supernovae journal July 2023