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XXIIIrd IAP Colloquium, July 2nd 2007, Paris Cosmic shear using Canada-France-Hawaii Telescope Legacy Survey (Wide) Liping Fu Institut d’Astrophysique de Paris "From giant arcs to CMB lensing: 20 years of gravitational distortion" XXIIIrd IAP Colloquium July 2 nd, 2007
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XXIIIrd IAP Colloquium, July 2nd 2007, Paris Canada: H. Hoekstra (U. Victoria) L. van Waerbeke (UBC, Vancouver) C. Heymans (UBC/IAP) J. Benjamin (UBC) S. Gwyn (U. Victoria) M. Hudson (U. Waterloo) L. Parker (U. Waterloo/ESO) B. Menard (CITA) U.L. Pen (CITA) O. Dore(CITA) Collaboration France: L. Fu (IAP) E. Semboloni (Bonn/IAP) I. Tereno (Bonn/IAP) Y. Mellier (IAP) M. Kilbinger (IAP) J. Coupon (IAP) E. Bertin (IAP) H.J. McCracken (IAP) O. Ilbert (UBDA) K. Benabed (IAP) R. Maoli (U.Rome/IAP) F. Bernardeau (CEA/SPhT) M. Dantel-Fort (LERMA) F. Magnard (IAP) C. Marmo (IAP) M. Schultheis (Obs. Besançon) J.P. Uzan (IAP) C. Schimd (CEA/SPP and IAP)
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XXIIIrd IAP Colloquium, July 2nd 2007, Paris Outline Introduction to CFTHLS Pipeline reliability Cosmic shear on large scales Cosmological parameter constraints
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XXIIIrd IAP Colloquium, July 2nd 2007, Paris I. Canada-France-Hawaii Telescope Legacy Survey
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XXIIIrd IAP Colloquium, July 2nd 2007, Paris Terapix/Skywatcher : all data 03A-05A : 20000 Megacam images W2 D4 W3 & D3 D2 Canada-France-Hawaii Telescope Legacy Survey: Canada-France collaboration - 500 nights between June 2003 and June 2008 - 4 CFHTLS-Wide ( 170 deg2 ), 4 CFHTLS-Deep ( 1 deg2 each ) HST Groth strip GEMINI-N visibility VLT visibility VLT visibility + XMM fields VVDS spectro. survey VLT visibility + HST-Cosmos VLT visibility + Quasar field W1 & D1 3.6 m ground telescope MegaCam: 36 CCDs, 1 o × 1 o Pixel size: 0.186” u g r i z bands W4 VVDS UKIDSS DXS
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XXIIIrd IAP Colloquium, July 2nd 2007, Paris W1 (19 deg 2 )W2 (8 deg 2 )W3 (30 deg 2 ) Sky coverage of CFHTLS Wide (the 3rd release): 57 deg 2 Number of Pairs CFHTLS Wide: 57 deg 2 (35% completed) W2 is new compared with 1 st release mag lim = 24.5 i-band A eff = 35 deg 2 (conservative masking); n eff = 12 gal/arcm 2 2.5 ×10 6 galaxies
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XXIIIrd IAP Colloquium, July 2nd 2007, Paris II. Pipeline reliability
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XXIIIrd IAP Colloquium, July 2nd 2007, Paris the multiplicative “calibration bias” the additive “residual shear offset” Unbiased shear measurement on Shear TEsting Program (STEP; see Kuijken’s talk) STEP1STEP2 “0,…5” & “A,…F”: Realistic PSF models in simulations
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XXIIIrd IAP Colloquium, July 2nd 2007, Paris III. Cosmic shear on large scales using CFHTLS Wide (the 3 rd release) Two publication (the 1 st release): Semboloni et al., 2006 (Deep) Semboloni et al., 2006 (Deep) Hoekstra et al., 2006 (Wide) Hoekstra et al., 2006 (Wide)
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Cosmic shear signal on large scales Sky coverage: 57 deg2 up to 460’ up to: 230’ No B-mode Error bars (Schneider et al. 2002) : Non-Gaussianity calibrated (Semboloni et al. 2006)
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XXIIIrd IAP Colloquium, July 2nd 2007, Paris Large scales zoom in (26’~230’) Reliable Shear analysis till 4 degrees Large scales signal will reduce the effect of small scales systematics (non- linear evolution of power spectrum; intrinsic alignment)
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XXIIIrd IAP Colloquium, July 2nd 2007, Paris The consistency of W1, W2 and W3 Scales up to: W1 200’ (19 deg 2 ) W1 200’ (19 deg 2 ) W2 120’ (8 deg 2 ) W2 120’ (8 deg 2 ) W3 230’ (30 deg 2 ) W3 230’ (30 deg 2 ) 2pt correlation functions Consistency !
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XXIIIrd IAP Colloquium, July 2nd 2007, Paris Shear cross checking and systematics Consistent shear signal C ommon objects using two independent pipelines: French: LF = L. Fu Canadian: HH = H. Hoekstra No systematics French Canadian
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XXIIIrd IAP Colloquium, July 2nd 2007, Paris IV. Cosmological parameter constraints
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XXIIIrd IAP Colloquium, July 2nd 2007, Paris Redshift distribution a single lens-plane + CFHTLS Deep Photo-z (500,000 galaxies, Ilbert et al. 2006) z Less complete WL selection criteria WL weighting scheme Shear and cosmological parameters 21.5 < mag _ i < 24.5 = 0.926 Error bars: photo-z uncertainty + poisson error + sample variance (van Waerbeke et al, 2006) 0 1 2 3 4 z Bootstrap
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XXIIIrd IAP Colloquium, July 2nd 2007, Paris flat model likelihood of CS:, grid (other parameters are fixed) likelihood of ; taken as a prior Non-linear scheme: halo-fit Non-linear scheme: P&D (1996) and halo-fit (Smith et al., 2003) Marginalization:
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XXIIIrd IAP Colloquium, July 2nd 2007, Paris Comparison of constraints from different scales 1’~230’26’~230’ Full scales constraints: 2% difference No small scales constraints: less than 1% difference Systematics? Compare P&D and halo-fit model:
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XXIIIrd IAP Colloquium, July 2nd 2007, Paris Comparison with Benjamin et al., 2007 Comparison with previous constraints 100 deg 2 CFHTLS Wide + RCS + VIRMOS-DESCART + GaBoDS CFHTLS-wide (1 st ) A eff = 22 deg 2 CFHTLS-wide (3 rd ) A eff = 35 deg 2
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XXIIIrd IAP Colloquium, July 2nd 2007, Paris Comparison with WMAP3 (Spergel et al., 2006) WMAP3 CFHTLS Wide (3 rd )
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XXIIIrd IAP Colloquium, July 2nd 2007, Paris Non-linear power spectrum (Peacock & Dodds, 1996) Marginalizing over Flat model (68% c.l.) The constant equation of state: Probing dark energy
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XXIIIrd IAP Colloquium, July 2nd 2007, Paris Conclusion Unbiased shear measurement calibrated on simulations and cross- checked with independent pipeline Reliable Shear analysis up to large scales : 4 degrees The use of large scales reduce the effect of small scales systematics (non-linear evolution of power spectrum; intrinsic alignment) The cosmological parameter constraints (68% c.l.) Constraints consistent with WMAP3 The redshift degeneracy will be further minimized with the photometric redshifts measured from the new release (T4, Work in progress)
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XXIIIrd IAP Colloquium, July 2nd 2007, Paris
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Covariance matrix Gaussian covariance matrix taking masking and survey geometry into account (Schneider et al. 2002) Non-Gaussian calibration (Semboloni et al. 2006)
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XXIIIrd IAP Colloquium, July 2nd 2007, Paris Weighting scheme of weak lensing
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XXIIIrd IAP Colloquium, July 2nd 2007, Paris = s + i + noise + systematics …. Weak lensing and Galaxy shape: Weak lensing regime : ~ 2 = ‹ S hear › + noise Assume sources orientation is isotropic : Mellier 1999 δ ~ 2γ (weak lensing regime) PSF anisotropy correction Derived from star shape analysis. Reliability of results: depends on PSF analysis
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XXIIIrd IAP Colloquium, July 2nd 2007, Paris Cosmic shear probes the dark matter power spectrum Two-point statistics Convergence (projected mass) power spectrum ( Blandford et al 1991, Miralda-Escud é 1991, Kaiser 1992,1998, Bernardeau et al 1997, Jain & Seljak 1997, Schneider et al 1998 ) Redshift distribution 2D power spectrum
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XXIIIrd IAP Colloquium, July 2nd 2007, Paris Expansion and growth rate of structures as function of DM and DE content of the universe Supernovae Weak lensing a Goal of CFHTLS Cosmic Shear Survey: observe P(k) and P(k,z) using weak lensing and compare its properties with cosmological models.
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XXIIIrd IAP Colloquium, July 2nd 2007, Paris Weak gravitational lensing and cosmology: Light propagation in inhomogeneous universes Bartelmann & Schneider 2001; Erben 2002 ds 2 =c 2 dt 2 - a 2 (t) [dw 2 + f K 2 (w) d 2 ] Deflection angle: Distances (Geometry) Power spectrum, growth rate of structure Depend on dark matter and dark energy
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