Shapes and Shears, Stars and Smears: Optimal Measurements for Weak Lensing

We present the theoretical and analytical bases of optimal techniques to measure weak gravitational shear from images of galaxies. We first characterize the geometric space of shears and ellipticity and then use this geometric interpretation to analyze images. The steps of this analysis include measurement of object shapes on images, combining measurements of a given galaxy on different images, estimating the underlying shear from an ensemble of galaxy shapes, and compensating for the systematic effects of image distortion, bias from point-spread function (PSF) asymmetries, and "dilution" of the signal by the seeing. These methods minimize the ellipticity measurement noise, provide calculable shear uncertainty estimates, and allow removal of systematic contamination by PSF effects to arbitrary precision. Galaxy images and PSFs are expressed as "Laguerre expansions," a two-dimensional generalization of the Edgeworth expansion, making the PSF correction and shape measurement relatively straightforward and computationally efficient. We also discuss sources of noise-induced bias in weak-lensing measurements?selection biases, and "centroid" biases arising from noise rectification?and provide a solution for these and previously identified biases.

[1]  J. Miralda-Escudé The correlation function of galaxy ellipticities produced by gravitational lensing , 1991 .

[2]  H. Hoekstra,et al.  Hubble Space Telescope Weak-Lensing Study of the z=0.83 Cluster MS 1054–03 , 1999, astro-ph/9910487.

[3]  Gravitational Lensing of Distant Field Galaxies by Rich Clusters: II. Cluster Mass Distributions. , 1994, astro-ph/9402049.

[4]  Yannick Mellier,et al.  How accurately can we measure weak gravitational shear , 2001 .

[5]  W. Kells,et al.  A search for weak distortion of distant galaxy images by large-scale structure , 1994 .

[6]  N. Kaiser,et al.  Mapping the dark matter with weak gravitational lensing , 1993 .

[7]  David M. Wittman,et al.  Detection of weak gravitational lensing distortions of distant galaxies by cosmic dark matter at large scales , 2000, Nature.

[8]  Weak Lensing Measurements: A Revisited Method and Application toHubble Space Telescope Images , 1999, astro-ph/9905090.

[9]  Philippe Fischer,et al.  Optimal addition of images for detection and photometry , 1994 .

[10]  The Mass Distribution of the Most Luminous X-Ray Cluster RXJ 1347.5-1145 From Gravitational Lensing , 1996, astro-ph/9703189.

[11]  J. Tyson,et al.  Galaxy mass distribution from gravitational light deflection , 1984 .

[12]  G. Bernstein,et al.  Weak-Lensing Determination of the Mass in Galaxy Halos , 2000, astro-ph/0010071.

[13]  Dark Matter in MS 1224 from Distortion of Background Galaxies , 1994, astro-ph/9402017.

[14]  Tod R. Lauer,et al.  Combining Undersampled Dithered Images , 1999 .

[15]  F. Valdes,et al.  Detection of systematic gravitational lens galaxy image alignments - Mapping dark matter in galaxy clusters , 1990 .

[16]  Y. Mellier Probing the Universe with Weak Lensing , 1998, astro-ph/9812172.

[17]  Numerical simulations of weak lensing measurements , 2000, astro-ph/0007023.

[18]  Gary Bernstein,et al.  Advanced Exposure‐Time Calculations: Undersampling, Dithering, Cosmic Rays, Astrometry, and Ellipticities , 2002 .

[19]  H. Hoekstra,et al.  Weak Lensing Analysis of Cl 1358+62 Using Hubble Space Telescope Observations , 1998 .

[20]  Gravitational lens magnification by Abell 1689: distortion of the background galaxy luminosity function , 2000, astro-ph/0002011.

[21]  Mass and Light in the Universe , 2001, astro-ph/0102396.

[22]  T. Broadhurst,et al.  A Method for Weak Lensing Observations , 1994, astro-ph/9411005.

[23]  J. Tyson,et al.  Alignment of faint galaxy images: cosmological distortion and rotation , 1983 .

[24]  R. Bracewell The Fourier transform. , 1989, Scientific American.

[25]  G. A. Luppino,et al.  Detection of Weak Lensing by a Cluster of Galaxies at z = 0.83 , 1996, astro-ph/9601194.

[26]  Galaxy Halo Masses from Galaxy-Galaxy Lensing , 2000, astro-ph/0008504.

[27]  Y. Mellier,et al.  First Detection of a Gravitational Weak Shear at the Periphery of CL 0024+1654 , 1994 .

[28]  Nick Kaiser A New Shear Estimator for Weak-Lensing Observations , 2000 .

[29]  The Mass Distribution of the Cluster 0957+561 From Gravitational Lensing , 1996, astro-ph/9608117.

[30]  S. Cole,et al.  CLUSTER MASS RECONSTRUCTION FROM WEAK GRAVITATIONAL LENSING , 1996, astro-ph/9601102.

[31]  E. Bertin,et al.  SExtractor: Software for source extraction , 1996 .