English

DES Y3 results: Blending shear and redshift biases in image simulations

Cosmology and Nongalactic Astrophysics 2022-01-27 v2

Abstract

As the statistical power of galaxy weak lensing reaches percent level precision, large, realistic and robust simulations are required to calibrate observational systematics, especially given the increased importance of object blending as survey depths increase. To capture the coupled effects of blending in both shear and photometric redshift calibration, we define the effective redshift distribution for lensing, nγ(z)n_{\gamma}(z), and describe how to estimate it using image simulations. We use an extensive suite of tailored image simulations to characterize the performance of the shear estimation pipeline applied to the Dark Energy Survey (DES) Year 3 dataset. We describe the multi-band, multi-epoch simulations, and demonstrate their high level of realism through comparisons to the real DES data. We isolate the effects that generate shear calibration biases by running variations on our fiducial simulation, and find that blending-related effects are the dominant contribution to the mean multiplicative bias of approximately 2%-2\%. By generating simulations with input shear signals that vary with redshift, we calibrate biases in our estimation of the effective redshfit distribution, and demonstrate the importance of this approach when blending is present. We provide corrected effective redshift distributions that incorporate statistical and systematic uncertainties, ready for use in DES Year 3 weak lensing analyses.

Keywords

Cite

@article{arxiv.2012.08567,
  title  = {DES Y3 results: Blending shear and redshift biases in image simulations},
  author = {N. MacCrann and M. R. Becker and J. McCullough and A. Amon and D. Gruen and M. Jarvis and A. Choi and M. A. Troxel and E. Sheldon and B. Yanny and K. Herner and S. Dodelson and J. Zuntz and K. Eckert and R. P. Rollins and T. N. Varga and G. M. Bernstein and R. A. Gruendl and I. Harrison and W. G. Hartley and I. Sevilla-Noarbe and A. Pieres and S. L. Bridle and J. Myles and A. Alarcon and S. Everett and C. Sánchez and E. M. Huff and F. Tarsitano and M. Gatti and L. F. Secco and T. M. C. Abbott and M. Aguena and S. Allam and J. Annis and D. Bacon and E. Bertin and D. Brooks and D. L. Burke and A. Carnero Rosell and M. Carrasco Kind and J. Carretero and M. Costanzi and M. Crocce and M. E. S. Pereira and J. De Vicente and S. Desai and H. T. Diehl and J. P. Dietrich and P. Doel and T. F. Eifler and I. Ferrero and A. Ferté and B. Flaugher and P. Fosalba and J. Frieman and J. García-Bellido and E. Gaztanaga and D. W. Gerdes and T. Giannantonio and J. Gschwend and G. Gutierrez and S. R. Hinton and D. L. Hollowood and K. Honscheid and D. J. James and O. Lahav and M. Lima and M. A. G. Maia and M. March and J. L. Marshall and P. Martini and P. Melchior and F. Menanteau and R. Miquel and J. J. Mohr and R. Morgan and J. Muir and R. L. C. Ogando and A. Palmese and F. Paz-Chinchón and A. A. Plazas and M. Rodriguez-Monroy and A. Roodman and S. Samuroff and E. Sanchez and V. Scarpine and S. Serrano and M. Smith and M. Soares-Santos and E. Suchyta and M. E. C. Swanson and G. Tarle and D. Thomas and C. To and R. D. Wilkinson},
  journal= {arXiv preprint arXiv:2012.08567},
  year   = {2022}
}

Comments

Submitted to MNRAS. See https://www.darkenergysurvey.org/des-year-3-cosmology-results-papers/ for the full DES Y3 cosmology release. Version accepted by mnras