weak gravitational flexion from hst gems and stages barnaby rowe with david bacon (portsmouth), andy...
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Weak Gravitational Flexionfrom HST GEMS and
STAGESBarnaby Rowe
with David Bacon (Portsmouth), Andy Taylor (Edinburgh),
Catherine Heymans (U.B.C.), Richard Massey (Caltech),Dave Goldberg (Drexel)
Meghan Gray (PI) (Nottingham)David Bacon (Portsmouth)Michael Balogh (Waterloo)Marco Barden (MPIA)Fabio Barazza (UTexas)Eric Bell (MPIA)Asmus Boehm (AIP)John Caldwell (UTexas)Boris Häußler (MPIA)Catherine Heymans (UBC)Knud Jahnke (MPIA)Shardha Jogee (UTexas)Eelco van Kampen (Innsbruck) Sergey Koposov (MPIA)Kyle Lane (Nottingham)Daniel McIntosh (UMass)Klaus Meisenheimer (MPIA)Chien Peng (STScI)Hans Walter Rix (MPIA)Sebastian Sanchez (CAHA)Rachel Somerville (MPIA)Andy Taylor (Edinburgh)Lutz Wisotzki (AIP)Christian Wolf (Oxford)Xianzhong Zheng (PMO)
Hans Walter Rix (PI) (MPIA)Marco Barden (MPIA)Steven Beckwith (STScI)Eric Bell (MPIA)Andrea Borch (MPIA)John Caldwell (UTexas)Boris Häußler (MPIA)Catherine Heymans (UBC)Knud Jahnke (MPIA)Shardha Jogee (UTexas)Sergey Koposov (MPIA)Daniel McIntosh (UMass)Klaus Meisenheimer (MPIA)Chien Peng (STScI)Sebastian Sanchez (CAHA)Rachel Somerville (MPIA)Lutz Wisotzki (AIP)Christian Wolf (Oxford)Xianzhong Zheng (MPIA)
STAGES TEAM
GEMS TEAM
Simulations exhibit an abundance of dark matter substructure at a wide range of scales…
…they also suggest that halos follow a certain profile(e.g. the NFW density profile – see Navarro, Frenk & White 1997)
(Moore et al. 1999)
Cluster halo
Galaxy halo
…but these predictions remain untested
Detailed predictions exist for halo properties and substructure as a function of mass, formation time and environment…
“Traditional” weak lensing
source
lens
observer
1i2'jiji A
Image transformations can often be described by a simple, locally linearized mapping:
''21'
kjijkjiji DA
Weak lensing to higher order: flexion
GF
i
21
*21
21
Spin 1 Spin 3Spin 2
x
Flexion is sensitive to matter variations atsmaller scales than shear
– it’s like a high pass filter for mass structure
Cosmological predictions (see Bacon et al. 2006) show that flexion is particularly sensitive to dark matter structure at small scales
We are using the GEMS and STAGES surveys for a combined shear-flexion weak lensing analysis
Flexion from space
The fields each offer:
• >800 arcmin2 of deep (~60 galaxies per arcmin2) space imaging from the HST-ACS.
• >8 000 high-quality photometric redshifts from the COMBO-17 survey (see Wolf et al. 2004).
Measuring galaxy shapesWe can make accurate measurements of galaxy shapes using the Shapelet formalism (see e.g. Refregier 2003, Massey & Refregier 2005)
• Using this method we can decompose each image into a sum of orthogonal 2D basis functions
• All shape information can then be easily quantified
Massey et al. 2006
PSF correction
We built a detailed shapelet model of each star
Using these models we can estimate the PSF across the survey images– then deconvolve our galaxies in shapelet space
Shear and flexion measurements
G
F
Quick and dirty “STEP”
Galaxy-galaxy lensing is a useful tool for studying galaxy halo mass distributions
lens galaxy
source galaxy
For shear, we may first look at the mean tangential shear within angular bins around foreground lenses…
For flexion the median provides a better statistic, being less sensitive to the broad wings in F and G
Galaxy-galaxy shear
Galaxy-galaxy F
Galaxy-galaxy G
In a Universe in which matter is correlated (clumpy) we also expect correlations between the shears and flexions of pairs of galaxies, varying as a function of angular separation.
Flexion correlation statistics
Massive foreground halo
Backgroundgalaxy
Predictions for lensing correlation functions C() (for , FF, GG etc.) exist, and can be used to constrain cosmological parameters.
Cosmic flexion
F G
Summary• Flexion is a promising tool for studying dark
matter structure on small scales
• Measurements of flexion from HST GEMS and STAGES demonstrate that the signal can be accurately recovered
• Maximum-likelihood analysis of galaxy-galaxy and cosmic flexion signals is underway; these will place new constraints upon small-scale dark matter structure