Weak Lensing - PSF Calibrations Steve Kent Apr 1, 2005 ● Motivation for studies: – 1. Develop...

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Weak Lensing - PSF Calibrations Steve Kent Apr 1, 2005 Motivation for studies: 1. Develop concise metrics for requirements for weak lensing calibrations. 2. Evaluate ground vs. space performance for SNAP.

description

Metrics for weak lensing ● Accurate knowledge of PSF is required to extract gravitational shear signal ● Shear signal: (1 - b/a) ~ 1% ● Require systematic errors to be "small" compared to statistical errors – ==> error in PSF shear ~ 0.1% for 0.6 arcsec FWHM seeing. (i.e., my top-level requirement is the accuracy for measuring ellipticity of an intrinsically round image of a specified FWHM). – ==>.01% for SNAP

Transcript of Weak Lensing - PSF Calibrations Steve Kent Apr 1, 2005 ● Motivation for studies: – 1. Develop...

Page 1: Weak Lensing - PSF Calibrations Steve Kent Apr 1, 2005 ● Motivation for studies: – 1. Develop concise metrics for requirements for weak lensing calibrations.

Weak Lensing - PSF CalibrationsSteve Kent Apr 1, 2005

Motivation for studies: 1. Develop concise metrics for requirements

for weak lensing calibrations. 2. Evaluate ground vs. space performance for

SNAP.

Page 2: Weak Lensing - PSF Calibrations Steve Kent Apr 1, 2005 ● Motivation for studies: – 1. Develop concise metrics for requirements for weak lensing calibrations.

Weak Lensing Equation

= x( )

*

Apparent Image Instrinsic Image Gravitational shear

Point Spread Function

PSF is measured from bright stars near a sample galaxy

Page 3: Weak Lensing - PSF Calibrations Steve Kent Apr 1, 2005 ● Motivation for studies: – 1. Develop concise metrics for requirements for weak lensing calibrations.

Metrics for weak lensing

Accurate knowledge of PSF is required to extract gravitational shear signal

Shear signal: (1 - b/a) ~ 1% Require systematic errors to be "small"

compared to statistical errors ==> error in PSF shear ~ 0.1% for 0.6 arcsec

FWHM seeing. (i.e., my top-level requirement is the accuracy for measuring ellipticity of an intrinsically round image of a specified FWHM).

==> .01% for SNAP

Page 4: Weak Lensing - PSF Calibrations Steve Kent Apr 1, 2005 ● Motivation for studies: – 1. Develop concise metrics for requirements for weak lensing calibrations.

Model of a PSF

= *Elliptical PSF Circular PSF "Whisker"

Circular PSF has contributions from intrinsic PSF & seeingWhisker PSF has contributions from intrinsic PSF & tracking errors.

I will use the amplitude of a "whisker" from the intrinsic PSFas my metric for weak lensing calibration, since this mimicsthe gravitational shear signal and is easy to calculate.

For convolution, FWHM's add in quadrature.

A 0.1% error in shear for 0.6" FWHM seeing => 0.03"FHWM error in the equivalent PSF "whisker".

Page 5: Weak Lensing - PSF Calibrations Steve Kent Apr 1, 2005 ● Motivation for studies: – 1. Develop concise metrics for requirements for weak lensing calibrations.

Mathematically ...

PSF = PSFseeing + PSFtracking + PSFoptics + ...

PSF =

Dilution Polarization

Whisker length c:

where

Page 6: Weak Lensing - PSF Calibrations Steve Kent Apr 1, 2005 ● Motivation for studies: – 1. Develop concise metrics for requirements for weak lensing calibrations.

Example

Design: may11Location: Edge of field (225 mm radius)Filter: r' (0.56 and 0.69 microns)FWHM: 0.2"Whisker length: 0.1"Whisker orientation: 90o

(Note: shear patterns are tensors: <x2>, <xy>, <y2>)

Page 7: Weak Lensing - PSF Calibrations Steve Kent Apr 1, 2005 ● Motivation for studies: – 1. Develop concise metrics for requirements for weak lensing calibrations.

Example - 4 m CTIO Mosaic II

Page 8: Weak Lensing - PSF Calibrations Steve Kent Apr 1, 2005 ● Motivation for studies: – 1. Develop concise metrics for requirements for weak lensing calibrations.

Whisker length variation across focal plane (3' spacing)

Filt zen may11 vista FWHM diff FWHM diffg 0 0.17 0.07 0.20 0.06r 0 0.13 0.06 0.13 0.05i 0 0.11 0.05 0.11 0.05z 0 0.05 0.04 0.09 0.05

Page 9: Weak Lensing - PSF Calibrations Steve Kent Apr 1, 2005 ● Motivation for studies: – 1. Develop concise metrics for requirements for weak lensing calibrations.

Physical factors causing non-static PSF

Thermal Focus Mirror distortion (astigmatism)

Gravity Mechanical motions (coma, astigmatism)

Atmosphere Seeing (image size; spatial changes?) Differential Refraction (rotating ADCs?)

Earth rotation Tracking & guiding errors

Page 10: Weak Lensing - PSF Calibrations Steve Kent Apr 1, 2005 ● Motivation for studies: – 1. Develop concise metrics for requirements for weak lensing calibrations.

Whisker length vs. +/- 25 micron defocus

Filt zen may11 vista FWHM diff FWHM diff g 0 0.18 0.07 0.21 0.11r 0 0.11 0.10 0.14 0.09i 0 0.11 0.12 0.13 0.09z 0 0.12 0.14 0.12 0.09

Page 11: Weak Lensing - PSF Calibrations Steve Kent Apr 1, 2005 ● Motivation for studies: – 1. Develop concise metrics for requirements for weak lensing calibrations.

Whisker length vs. primary mirror decenter

Filt zen 0.5 mm 1 mm FWHM diff FWHM diff g 0 0.25 0.21 0.31 0.33r 0 0.23 0.22 0.31 0.32i 0 0.22 0.22 0.32 0.32z 0 0.22 0.22 0.33 0.32

Page 12: Weak Lensing - PSF Calibrations Steve Kent Apr 1, 2005 ● Motivation for studies: – 1. Develop concise metrics for requirements for weak lensing calibrations.

Astigmatism - enemy of weak lensing

BTC Images taken with CTIO 4 m telescopeImage variations caused by:

a) Astigmatismb) Poor control of focus

Page 13: Weak Lensing - PSF Calibrations Steve Kent Apr 1, 2005 ● Motivation for studies: – 1. Develop concise metrics for requirements for weak lensing calibrations.

REFOCUS

Page 14: Weak Lensing - PSF Calibrations Steve Kent Apr 1, 2005 ● Motivation for studies: – 1. Develop concise metrics for requirements for weak lensing calibrations.

Causes of astigmatism I. Intrinsic design of telescope optics II. Offset of focal plane from design focus. (this

probably what affected BCT) III. Imperfect polishing or support of primary

mirror Relative sensitivity of various designs to

offsets: Current Blanco 1.57 DECAM 0.46 VISTA 0.18 LSST 1.16 ADC5 (DECAM) 0 SNAP 0.03

Page 15: Weak Lensing - PSF Calibrations Steve Kent Apr 1, 2005 ● Motivation for studies: – 1. Develop concise metrics for requirements for weak lensing calibrations.

Coma - enemy of weak lensing

CTIOMosaic II

Page 16: Weak Lensing - PSF Calibrations Steve Kent Apr 1, 2005 ● Motivation for studies: – 1. Develop concise metrics for requirements for weak lensing calibrations.

Coma + ADC pattern

Blanco Mosaic IIADC - neutral position axis to rightPrimary decenter

0.2 mm x-0.7 mm y