Strong Lensing Surveys and Statistics Dan Maoz. zqzq Survey strategies: Search among source population for lensed cases or Search behind potential lenses.

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Presentation transcript:

Strong Lensing Surveys and Statistics Dan Maoz

zqzq Survey strategies: Search among source population for lensed cases or Search behind potential lenses for lensed sources

zqzq Lensing statistics: Source Image properties: source lensed fraction separation distribution quads/doubles arc length/width flux ratios Lens properties: redshift mass/profile

Observer Lenses Sources galaxies optical QSOs clusters radio sources

P ~ n  D lensing prob. lens density lensing cross section distance to source ~   E 2 D ol 2 Galaxies: 0.5x10 -2 Mpc -3 x  (5 kpc) 2 x 2 Gpc ~ × B --- magnification bias: ~10 for bright quasar samples ~few for radio samples Clusters: Mpc -3 x  (100 kpc) 2 x 2 Gpc ~ 10 -5

Observer Lenses Sources galaxies optical QSOs clusters radio sources

zqzq   ~0 zqzq   ~1 Turner Ostriker & Gott 1983, Turner 1990, Fukugita & Turner 1991

HST Snapshot Lensing Survey: 4 / 502 = 1% of luminous quasars are lensed ( Maoz et al )   <0.7 (95% C.L.) 4x “hybrid” model: de vaucouleurs +CIS Maoz & Rix (1993)

Kochanek (1996): SIS + 5 / 864 quasars lensed   <0.66 (95% C.L.) Chiba & Yoshii (1997, 1999)   ~0.8,   = Waga & Miceli (1999)   ~0.67 2nd HST Snapshot Survey (Morgan et al. 2003): 3/320 quasars lensed -- Still ~ 1% !

SDSS Quasar Lens Search: ~20 new lensed QSOs (Pindor et al. 2003; Inada et al. 2006, Oguri et al. 2006) Lensed QSOs from SDSS spectroscopic (i<19 mag) QSO sample 0.6<z<2.2 “Extended” QSOs at <1.5” Like-color companions at >1.5” Statistical analysis: Inada et al., in prep

SDSS lensed QSOs at z>3: Richards et al. (2004) HST Snapshot imaging of high-z SDSS QSOs, Lensed fraction=0/154 (sample strongly biased against lenses) Limit on steepness of high-z QSO luminosity function. Future: Kochanek et al Variable extended sources= lensed quasars log n log L L-L- L-L- L*

Observer Lenses Sources galaxies optical QSOs clusters radio sources

Surveys of radio sources: no extinction/glare by lenses, large uniform samples  Source population redshift and L-function poorly characterized JVAS/CLASS Browne et al. (2003) Myers et al. (2003)

Falco, Kochanek & Munoz (1998): 6 / 2500 of JVAS sources lensed   <0.73 (95% C.L.)  Cooray (1999): 6 / 6500 CLASS sources lensed     C  L  Chae (2003): 13 / 9000 of CLASS sources lensed   =0.8+/-0.1 Mitchell et al. (2005): 10 or 12 / 9000 of CLASS sources lensed   =0.75+/-0.05

P ~ n  D B lensing prob. galaxy density lensing cross section distance to source magnification bias: What’s the problem? DEGENERACY (see Maoz 2005) Future: Haarsma et al. 2005: New search for lensed radio lobe sources SKA (Koopmans et al. 2004)

Observer Lenses Sources galaxies optical QSOs clusters radio sources

SDSS: HST-SLACS Bolton, Treu, Koopmans et al Willis et al. 2005, 2006

HST-GOODS: Fassnacht et al. (2004) HST-AEGIS: Moustakas et al. (2006)

Fassnacht et al. (2006): B

Observer Lenses Sources galaxies optical QSOs clusters radio sources

Moeller et al. (2006): Predicted image separation distribution DM+bulge+ disk DM only Strong lensing dominated by DM, not baryons

Null results: Maoz et al. (1997) Phillips et al. (2001) Ofek et al. (2001, 2002) Miller et al. (2004)

SDSS Inada et al. (2003), Oguri et al. (2004), Sharon et al. (2005) Poster by Ofek et al. Z=0.68

Z=3.3 Z=1.7 (cluster)

Fohlmeister et al  t AB =38.3+/-2.0 days ABAB

MORE? Hennawi et al. (2005): Should be 12 cluster-QSO lenses over sky. Brand new one from SDSS: 22” separation! (see Oguri’s poster) Ofek et al. (2006): A search for wide quads in USNO-B:

Magellan, P. Schecter

Observer Lenses Sources galaxies optical QSOs clusters radio sources

Bartelmann et al. (1998) : “Arc statistics”: Simulated  CDM clusters: Observed: Observational studies: Zaritsky & Gonzalez (2003), Gladders et al. (2003) Recent: Sand et al. (2006) Theoretical studies: Meneghetti et al. (2000, 2003, 2005), Oguri et al. (2003), Wambsganss et al. (2004, 2005), Dalal et al. (2004), Tori et al. (2005), Puchwein et al. (2005). Recent: Hennawi et al. (2005), Ho & White (2005), Li et al. (2005, 2006), Fedeli et al. (2006), Rozo et al. (2006)

Horesh et al Observed sample: (Smith et al. 2004) Ten of the most X-ray luminous clusters with HST depth, resolution include also faint arcs Abell 2219 Abell 963 Abell 2218

Simulations: Realistic source image Redshift

Lens HDF through N-body clusters, match all observational effects of real sample:

Automatic arc detection on real and simulated data: (also Lenzen at el. 2005, Alard 2006, Seidel & Bartelmann 2006) (Abell 383)

Simulations Observations Results: No conflict in expected vs. observed arc abundance Main problem in previous work: source flux distribution

New arc surveys: Hennawi et al. 2006: SDSS clusters + WIYN3.5m/UH2.2m 240 clusters, ~30 new cluster lenses.

0.5 degree (Subaru SuprimeCam) (Near) future: “blind” arc surveys in wide and deep imaging surveys, e.g. CFHLS

What have we learned? 0. Not cosmological parameters 1. Important to understand source populations, selection effects! 2. The dominant lenses are normal massive ellipticals …

Treu et al. 2006

What have we learned? 0. Not cosmological parameters 1. Important to understand source populations, selection effects! 2. The dominant lenses are normal massive ellipticals … …with flat rotation curves …

Maoz & Rix (1993) Maoz & Rix 1993 Rusin & Kochanek 2005 Koopmans et al. 2006

What have we learned? 0. Not cosmological parameters 1. Important to understand source populations, selection effects! 2. The dominant lenses are normal massive ellipticals …with flat rotation curves … …and little evolution out to z~1.

Probability lens/source redshift    z=1) > 0.63  *(0  confidence   ; most E galaxy mass was already in place by z~1 Ofek Rix & Maoz (2003)

What have we learned? 0. Not cosmological parameters 1. Important to understand source populations, selection effects! 2. The dominant lenses are normal massive ellipticals …with flat rotation curves … and little evolution out to z~1. 3. New systems for study, both as individuals and as complete samples.

zqzq early massive galaxy formation zqzq late massive galaxy formation Galaxy evolution?