English

Results of the GREAT08 Challenge: An image analysis competition for cosmological lensing

Cosmology and Nongalactic Astrophysics 2015-05-13 v1

Abstract

We present the results of the GREAT08 Challenge, a blind analysis challenge to infer weak gravitational lensing shear distortions from images. The primary goal was to stimulate new ideas by presenting the problem to researchers outside the shear measurement community. Six GREAT08 Team methods were presented at the launch of the Challenge and five additional groups submitted results during the 6 month competition. Participants analyzed 30 million simulated galaxies with a range in signal to noise ratio, point-spread function ellipticity, galaxy size, and galaxy type. The large quantity of simulations allowed shear measurement methods to be assessed at a level of accuracy suitable for currently planned future cosmic shear observations for the first time. Different methods perform well in different parts of simulation parameter space and come close to the target level of accuracy in several of these. A number of fresh ideas have emerged as a result of the Challenge including a re-examination of the process of combining information from different galaxies, which reduces the dependence on realistic galaxy modelling. The image simulations will become increasingly sophisticated in future GREAT challenges, meanwhile the GREAT08 simulations remain as a benchmark for additional developments in shear measurement algorithms.

Keywords

Cite

@article{arxiv.0908.0945,
  title  = {Results of the GREAT08 Challenge: An image analysis competition for cosmological lensing},
  author = {Sarah Bridle and Sreekumar T. Balan and Matthias Bethge and Marc Gentile and Stefan Harmeling and Catherine Heymans and Michael Hirsch and Reshad Hosseini and Mike Jarvis and Donnacha Kirk and Thomas Kitching and Konrad Kuijken and Antony Lewis and Stephane Paulin-Henriksson and Bernhard Scholkopf and Malin Velander and Lisa Voigt and Dugan Witherick and Adam Amara and Gary Bernstein and Frederic Courbin and Mandeep Gill and Alan Heavens and Rachel Mandelbaum and Richard Massey and Baback Moghaddam and Anais Rassat and Alexandre Refregier and Jason Rhodes and Tim Schrabback and John Shawe-Taylor and Marina Shmakova and Ludovic van Waerbeke and David Wittman},
  journal= {arXiv preprint arXiv:0908.0945},
  year   = {2015}
}

Comments

10 figures, 11 pages of main text, 9 pages of appendices. Submitted to MNRAS. Challenge website at http://www.great08challenge.info