Shapelets: II. A Method for Weak Lensing Measurements
arXiv:astro-ph/0105179 · doi:10.1046/j.1365-8711.2003.05902.x
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 basis function formalism of Refregier (2001), 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 remarkable 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, since it uses the full shape information available for each galaxy.
9 Latex pages, including 6 figures and 1 tables. Submitted to MNRAS. Also available at http://www.ast.cam.ac.uk/~ar/
References in corpus (3)
Cited by in corpus (130)
- Observational Probes of Cosmic Acceleration
- Cosmology with cosmic shear observations: a review
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- Weak Gravitational Lensing by Large-Scale Structure
- High-precision timing of 42 millisecond pulsars with the European Pulsar Timing Array
- Weak Gravitational Lensing and its Cosmological Applications
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- Shear calibration biases in weak lensing surveys
- Evidence for the accelerated expansion of the Universe from weak lensing tomography with COSMOS
- The eROSITA Final Equatorial Depth Survey (eFEDS): The X-ray catalog
- Systematic errors in weak lensing: application to SDSS galaxy-galaxy weak lensing
- The dark matter of gravitational lensing
- Cosmology with Weak Lensing Surveys
- CFHTLenS: Improving the quality of photometric redshifts with precision photometry
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- COSMOS: 3D weak lensing and the growth of structure
- Bayesian Galaxy Shape Measurement for Weak Lensing Surveys -I. Methodology and a Fast Fitting Algorithm
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- The shear power spectrum from the COMBO-17 survey
- Galaxy-galaxy weak lensing in SDSS: intrinsic alignments and shear calibration errors
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- The Stability of the Point Spread Function of the Advanced Camera for Surveys on the Hubble Space Telescope and Implications for Weak Gravitational Lensing
- PSF calibration requirements for dark energy from cosmic shear
- Bayesian Galaxy Shape Measurement for Weak Lensing Surveys -II. Application to Simulations
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- From Spin Noise to Systematics: Stochastic Processes in the First International Pulsar Timing Array Data Release
- Handbook for the GREAT08 Challenge: An image analysis competition for cosmological lensing
- Cosmological weak lensing with the HST GEMS survey
- IM3SHAPE: A maximum-likelihood galaxy shear measurement code for cosmic gravitational lensing
- Shape measurement biases from underfitting and ellipticity gradients
- Measurement and Calibration of Noise Bias in Weak Lensing Galaxy Shape Estimation
- Precision simulation of ground-based lensing data using observations from space
- A study of the sensitivity of shape measurements to the input parameters of weak lensing image simulations
- Cosmic shear analysis of archival HST/ACS data: I. Comparison of early ACS pure parallel data to the HST/GEMS Survey
- Interpolating point spread function anisotropy
- Shears from shapelets
- Gravitational Shear, Flexion and Strong Lensing in Abell 1689
- A New Measure for Weak Lensing Flexion
- Weak gravitational shear and flexion with polar shapelets
- Weak Lensing by Large-Scale Structure with the FIRST Radio Survey
- An Optimal Strategy for Accurate Bulge-to-disk Decomposition of Disk Galaxies
- Shear Recovery Accuracy in Weak Lensing Analysis with Elliptical Gauss-Laguerre Method
- Accurate Shear Measurement with Faint Sources
- Dark Energy Survey Year 1 Results: The Impact of Galaxy Neighbours on Weak Lensing Cosmology with im3shape
- Weak gravitational lensing with DEIMOS
- The non-Gaussianity of the cosmic shear likelihood - or: How odd is the Chandra Deep Field South?
- Measurement of Cosmic Shear with the Space Telescope Imaging Spectrograph
- Combined analysis of weak lensing and X-ray blind surveys
- Image Simulation with Shapelets
- Weak Lensing from Space II: Dark Matter Mapping
- Limitations for shapelet-based weak-lensing measurements
- Mapping the 3-D Dark Matter potential with weak shear
- Morphological Classification of Galaxies by Shapelet Decomposition in the Sloan Digital Sky Survey
- Galaxy imaging surveys as spin-sensitive detector for cosmological colliders
- Measuring Flexion
- Limitations of model fitting methods for lensing shear estimation
- Probing Galaxy Dark Matter Haloes in COSMOS with Weak Lensing Flexion
- Measuring the Cosmic Shear in Fourier Space
- Cosmic Shears Should Not Be Measured In Conventional Ways
- A new tool for image analysis based on Chebyshev rational functions: CHEF functions
- PSF Anisotropy and Systematic Errors in Weak Lensing Surveys
- Abell 611. II. X-ray and strong lensing analyses
- Variations in the Fundamental constants in the QSO Host J1148+5251 at z = 6.4 and the BR1202-0725 System at z = 4.7
- Improving PSF modelling for weak gravitational lensing using new methods in model selection
- Radio Weak Gravitational Lensing with VLA and MERLIN
- Higher Order Statistics for Three-dimensional Shear and Flexion
- Weak Lensing from Space I: Instrumentation and Survey Strategy
- Exponential shapelets: basis functions for data analysis of isolated features
- Reliable Shapelet Image Analysis
- Point spread function modelling for astronomical telescopes: a review focused on weak gravitational lensing studies
- Generative pulsar timing analysis
- Intrinsic alignments and 3d weak gravitational lensing
- Seeing in the dark -- I. Multi-epoch alchemy
- Measuring Gravitational Lensing Flexions in Abell 1689 Using an Analytic Image Model
- Detecting Mass Substructure in Galaxy Clusters: An Aperture Mass Statistic for Gravitational Flexion
- Measuring the Reduced Shear
- Sersiclets - A Matched Filter Extension of Shapelets for Weak Lensing Studies
- Size magnification as a complement to Cosmic Shear
- Sources of contamination to weak lensing tomography: redshift-dependent shear measurement bias
- Shape, shear & flexion: An analytic flexion formalism for realistic mass profiles
- Flexion measurement in simulations of Hubble Space Telescope data
- Generalised model-independent characterisation of strong gravitational lenses I: Theoretical foundations
- Morphological Classification of Galaxies by Shapelet Decomposition in the Sloan Digital Sky Survey II: Multiwavelength Classification
- Higher-order Statistics of Weak Lensing Shear and Flexion
- Testing PSF Interpolation In Weak Lensing With Real Data
- A Comparison of Weak Lensing Measurements From Ground- and Space-Based Facilities
- Weak lensing distortions beyond shear
- Simple Treatments of the Photon Noise and the Pixelation Effect in Weak Lensing
- The Mass-Richness Relation of MaxBCG Clusters from Quasar Lensing Magnification using Variability
- On Combining Lensing Shear Information from Multiple Filters
- Modal decomposition of astronomical images with application to shapelets
- Twist and Turn: Weak Lensing Image Distortions to Second Order
- A General Framework for Removing Point Spread Function Additive Systematics in Cosmological Weak Lensing Analysis
- Gravitational Lensing by Large Scale Structures: A Review
- Profile Stochasticity in PSR J1909-3744
- Quantifying galaxy shapes: Sersiclets and beyond
- A fast empirical method for galaxy shape measurements in weak lensing surveys
- Project Dinos II: Redshift evolution of dark and luminous matter density profiles in strong-lensing elliptical galaxies across 0.1 < z < 0.9
- The Point Spread Function Reconstruction by Using Moffatlets - I
- Radio Weak Lensing Shear Measurement in the Visibility Domain - I. Methodology
- Elliptical Weighted HOLICs for Weak Lensing Shear Measurement. part1:Definitions and isotropic PSF correction
- Galaxy Modeling with Compound Elliptical Shapelets
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- A Differentiable Perturbation-based Weak Lensing Shear Estimator
- Cosmology with Weak Lensing Surveys
- The Carousel Lens: A Well-Modeled Strong Lens with Multiple Lensed Sources
- Radio Galaxy Shape Measurement with Hamiltonian Monte Carlo in the Visibility Domain
- Color, 3D simulated images with shapelets
- Weak Lensing Measurements in Simulations of Radio Images
- Shear Nulling after PSF Gaussianisation: moment-based weak lensing measurements with subpercent noise bias
- Interlopers speak out: studying the dark universe using small-scale lensing anisotropies
- Optimal Galaxy Shape Measurements for Weak Lensing Applications Using the Hubble Space Telescope Advanced Camera for Surveys
- Reconstructing the Thermal Sunyaev-Zel'dovich Effect in 3D
- Weak lensing of strong lensing: beyond the tidal regime
- The analysis of effective galaxies number count for Chinese Space Station Optical Survey(CSS-OS) by image simulation
- De-noising the galaxies in the Hubble XDF with EMPCA
- Diffuse radio sky models using large scale shapelets
- Improving lensing cluster mass estimate with flexion
- Three-dimensional shapelets and an automated classification scheme for dark matter haloes
- Radio Galaxy Detection in the Visibility Domain
- Removing the Impact of Correlated PSF Uncertainties in Weak Lensing
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- Chasing the peak: optimal statistics for weak shear analyses
- AMICO galaxy clusters in KiDS-DR3: the impact of estimator statistics on the luminosity-mass scaling relation
- RadioLensfit: an HPC Tool for Accurate Galaxy Shape Measurement with SKA
- Mapping the dark matter using weak lensing