TY - JOUR
T1 - Results of the GREAT08 Challenge
T2 - an image analysis competition for cosmological lensing
AU - Bridle, Sarah
AU - Balan, Sreekumar T.
AU - Bethge, Matthias
AU - Gentile, Marc
AU - Harmeling, Stefan
AU - Heymans, Catherine
AU - Hirsch, Michael
AU - Hosseini, Reshad
AU - Jarvis, Mike
AU - Kirk, Donnacha
AU - Kitching, Thomas
AU - Kuijken, Konrad
AU - Lewis, Antony
AU - Paulin-Henriksson, Stephane
AU - Schoelkopf, Bernhard
AU - Velander, Malin
AU - Voigt, Lisa
AU - Witherick, Dugan
AU - Amara, Adam
AU - Bernstein, Gary
AU - Courbin, Frederic
AU - Gill, Mandeep
AU - Heavens, Alan
AU - Mandelbaum, Rachel
AU - Massey, Richard
AU - Moghaddam, Baback
AU - Rassat, Anais
AU - Refregier, Alexandre
AU - Rhodes, Jason
AU - Schrabback, Tim
AU - Shawe-Taylor, John
AU - Shmakova, Marina
AU - van Waerbeke, Ludovic
AU - Wittman, David
PY - 2010/7/1
Y1 - 2010/7/1
N2 - We present the results of the Gravitational LEnsing Accuracy Testing 2008 (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.
AB - We present the results of the Gravitational LEnsing Accuracy Testing 2008 (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.
KW - gravitational lensing: weak
KW - methods: data analysis
KW - methods: statistical
KW - techniques: image processing
KW - cosmology: observations
KW - large-scale structure of Universe
UR - http://www.scopus.com/inward/record.url?scp=77955010061&partnerID=8YFLogxK
U2 - 10.1111/j.1365-2966.2010.16598.x
DO - 10.1111/j.1365-2966.2010.16598.x
M3 - Article
SN - 0035-8711
VL - 405
SP - 2044
EP - 2061
JO - Monthly Notices of the Royal Astronomical Society
JF - Monthly Notices of the Royal Astronomical Society
IS - 3
ER -