Precision Studies of Dark Energy with the Large Synoptic Survey Telescope David L. Burke SLAC for...
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Transcript of Precision Studies of Dark Energy with the Large Synoptic Survey Telescope David L. Burke SLAC for...
Precision Studies of Dark Energy with the Large Synoptic Survey Telescope
David L. BurkeSLAC
for the
LSST Collaboration
Rencontres de MoriondContents and Structures of the Universe
The LSST Collaboration
Brookhaven National Laboratory
Harvard-Smithsonian Center for Astrophysics
Johns Hopkins University
Las Cumbres Observatory
Lawrence Livermore National Laboratory
National Optical Astronomy Observatory
Ohio State University
Pennsylvania State University
Research Corporation
Stanford Linear Accelerator Center
Stanford University
University of Arizona
University of California, Davis
University of Illinois
University of Pennsylvania
University of Washington
Outline
• The LSST Mission
• The LSST Telescope and Camera
• Dark Energy Science
• Schedule and Plans
The LSST Mission
Photometric survey of half the sky ( 20,000 square degrees).
Multi-epoch data set with return to each point on the sky approximately every 3 nights for up to 10 years.
Prompt alerts (within 60 seconds of detection) of transients to observing community.
Fully open source and data.
Deliverables
Archive 3 billion galaxies with photometric redshifts to z = 3.
Detect 250,000 Type 1a supernovae per year (with photo-z < 1).
LSST Performance Specifications
Cadence of two 15 second exposures with 2 second read-out followed by 5 second slew (open-loop active optics) to new (nearby) pointing.
FOV = 3.5 degrees diameter.
Single-exposure Depth = 24.5 AB mag. (r-band)
Stacked (300-400 exposures) Depth = 27.8 AB mag. (r-band)
Median Image PSF (FWHM) = 0.7 arc-sec.
Broad-band (ugrizy; 350nm-1050nm) internal photometric accuracy of 0.010 mag (zero-point across the sky).
Relative astrometric accuracy of 10 mas.
Fast, Wide, Deep, and Precise
Telescope and Camera
8.4m Primary-TertiaryMonolithic Mirror
3.5° Photometric Camera
3.4m Secondary Meniscus Mirror
Telescope Optics
Polychromatic diffraction energy collection
0.00
0.05
0.10
0.15
0.20
0.25
0.30
0 80 160 240 320
Detector position ( mm )
Imag
e di
amet
er (
arc-
sec
)
U 80% G 80% R 80% I 80% Z 80% Y 80%
U 50% G 50% R 50% I 50% Z 50% Y 50%
PSF controlled over full FOV.
Paul-Baker Three-Mirror Optics
8.4 meter primary aperture.
3.5° FOV with f/1.23 beam and 0.20” plate scale.
Similar Optical Mirrors and Systems
Large Binocular Telescope
f/1.1 optics with two 8.4m primary mirrors.
SOAR 4.2m meniscus primary mirror
Focal Plane Array (FPA)
Shack-Hartmann Wavefront Sensors and
Fast Guide Sensors
3.5° Field of View (634 mm diameter)
Pixels: 3.2 109 on 10 m pitch.
Plate Scale: 0.200 arc-sec.
FPA Flatness: 10 m peak-valley.
“Raft” of nine 4k4k CCDs
Survey Power
0
40
80
120
160
200
240
280
320
Ete
nd
ue
(m
2 de
g2 )
LSST PS4 PS1 Subaru CFHT SDSS MMT DES 4m VST VISTAIR
SNAPOpt+IR
Multi-Epoch Data Archive
Average down instrumental and atmospheric statistical variations.
Large dataset allows systematic errors to be
addressed by subdivision.
Multi-Epoch Data Archive
Average down instrumental and atmospheric statistical variations.
Large dataset allows systematic errors to be
addressed by subdivision.
LSST Dark Energy Highlights
o Weak lensing of galaxies to z = 3. Two and three-point shear correlations in linear and non-linear
gravitational regimes.
o Supernovae to z = 1. Discovery of lensed supernovae and measurement of time delays.
o Galaxies and cluster number densities as function of z. Power spectra on very large scales k ~ 10-3 h Mpc-1.
o Baryon acoustic oscillations. Power spectra on scales k ~ 10-1 h Mpc-1.
Disclosure and Agreement
Unless stated otherwise, error forecasts are not marginalized over unspecified parameters.
Generally, flat-space ΛCDM values are assumed for unspecified parameters.
Do you accept the terms and conditions of this agreement?
I accept.
I do not accept.
DLS
DS
= 4GM/bc2
Impact Parameter b
4GM/bc2
Sheared Image
Shear
Gravity & Cosmology change the growth rate of mass structure.
Cosmology changes geometric distance factors.
DLS
DS
Weak Lensing Geometry
Shear Power Spectra Tomography
LSST expects well below 0.001 in residual shear error ….
0.01
0.001
Ne
ede
d S
he
ar Se
nsitivity
Linear regime Non-linear regime
ΛCDM
Measure• Shear spatial auto-correlation binned in z.• Cross correlations between different bins in z.
Differing sensitivities to cosmology and gravity.
<shear> <shear> = 0.07= 0.07
<shear> <shear> = 0.000013= 0.000013
Raw De-trailed PSF Corrected
13 a
rcm
in
(l =
40)
<shear> = 0.04
<shear> = 0.000007
Single 10 sec exposure in 0.65 arcsec seeing.
Weak Lensing Through the AtmosphereData from Prime-Cam on 8-m Subaru
LSST Goal: Residual shear 0.0001.
Train on random half of the stars; measure residual shear on other half.
Residual 2-Point Shear Correlations
ΛCDM shear signal
Typical separation of reference stars in LSST exposures.
LSST multi-epoch survey provides sensitivity well below target signal.
Photometric Redshifts and Weak Lensing
Contours of constant error in w and wa as functions of statistical and systematic photo-z errors. Ma, Hu, Huterer (2005)
Need to know bias and resolution in z with good accuracy. LSST goal …
zbias 0.002 (1 + z)
Z 0.003 (1 + z)
… will match systematic errors in cosmological parameters to statistical errors for z 3 .
Photo-z Calibration Campaign
Together with angular correlations of galaxies, this training set enables LSST 6-band photo-z error calibration to better than required for LSST statistics limit precision cosmology
• Transfer fields - 200,000 galaxies with 12-band photo-z redshifts.
• Calibrate 12-band photo-z with subset of 20,000 spectroscopic redshifts.
Simulation of 6-band photo-z distribution for LSST dataset.
Simulation of 12-band photo-z calibration field at 26 AB mag.
Need to calibrate transfer photo-z to 10% accuracy to reach desired precision
z 0.05 (1+z) z 0.03 (1+z)
Simulated light curves from the LSST deep field survey.
Simulated Hubble diagram from 30,000 supernovae detected over three years of observing in the LSST deep-field survey.
Studies of Supernovae with LSST
LSST Supernovae Data Sets
Survey cadence will detect 250,000 supernovae per year (to z 0.8), and provide photometry every three days in rotating colors (primarily r, i, and z).
Nightly deep-field survey will detect and follow supernovae to z 1.2.
z = 0.8
photo-z
Weak Lensing and SNe-Ia Forecasts
Combined
JDEM SNe
LSST WL
Principal component analysis [Huterer and Starkman (2003)] of expected sensitivity to
dark energy equation of state.
Combination of distance measurements from SNe with parameters from weak lensing ….
Complementary probes of cosmology and gravity.
w
wa
RS~140 Mpc
Standard Ruler
Two Dimensions on the Sky Angular Diameter Distances
Three Dimensions in Space-Time Hubble Parameter
Baryon Acoustic Oscillations (BAO)
CMB BAO
Baryon-DM Gravitational Effects
Mode CouplingClustering In-Fall
Velocity Dispersion along Line-of-Sight
BAO Power Spectra
Two-dimensions on the sky.3 billion galaxies.
Combination yields accuracy 2 % on w0.<~
Three-Dimensional BAO and Hubble
Suppression of line-of-sight modes by photo-z errors.
2223
2 /exp Hkc zPphoto-z(k,μ) = Pz(k,μ)
Present error on H.
Accuracy needed for LSST WL and SNe.
May do better. We will see.
LSST Project Milestonesand Schedule
2006 Site SelectionConstruction Proposals (NSF and DOE).
2007-2008 Complete Engineering and DesignLong-Lead Procurements
2009-2012 Construction and First Light
2013 Commissioning
Summary
• The LSST will be a significant step in survey capability.
Optical throughput ~ 100 times that of any existing facility.
• The LSST is designed to control systematic errors.
We know how to make precise observations from the ground.
We know how to accurately calibrate photo-z measurements.
Multi-epoch with rapid return to each field on the sky – advantages
likely not yet fully appreciated.
• The LSST will enable multiple simultaneous studies of dark energy.
Complementary measurements to address degeneracy andtheoretical uncertainty in a single survey.
• The LSST technology is ready.