Shapelets - II. A method for weak lensing measurements
Abstract
Weak gravitational lensing provides a unique method to directly measure the distribution of mass in the Universe. Because the distortions induced by lensing in the shape of background galaxies are small, the measurement of weak lensing requires high precision. Here, we present a new method for obtaining reliable weak shear measurements. It is based on the shapelet function formalism presented in an earlier paper in which galaxy images are decomposed into several shape components, each providing independent estimates of the local shear. The formalism affords an efficient modelling and deconvolution of the point spread function. Using the unique properties of shapelets under distortions, we construct a simple, minimum variance estimator for the shear. We describe how we implement the method in practice, and test the method using realistic simulated images. We find our method to be stable and reliable for conditions analogous to ground-based surveys. Compared to earlier methods, our method has the advantages of being accurate, linear, mathematically well-defined, and optimally sensitive, as it uses the full shape information available for each galaxy.
- Publication:
-
Monthly Notices of the Royal Astronomical Society
- Pub Date:
- January 2003
- DOI:
- arXiv:
- arXiv:astro-ph/0105179
- Bibcode:
- 2003MNRAS.338...48R
- Keywords:
-
- gravitational lensing;
- methods: data analysis;
- techniques: image processing;
- cosmology: observations;
- dark matter;
- large-scale structure of Universe;
- Astrophysics
- E-Print:
- 9 Latex pages, including 6 figures and 1 tables. Submitted to MNRAS. Also available at http://www.ast.cam.ac.uk/~ar/