Cosmology and Dark Energy with the DEEP2 Galaxy Redshift Survey

Size: px
Start display at page:

Download "Cosmology and Dark Energy with the DEEP2 Galaxy Redshift Survey"

Transcription

1 Cosmology and Dark Energy with the DEEP2 Galaxy Redshift Survey Marc Davis University of California, Berkeley And The DEEP2 Team

2 The DEEP2 Collaboration The DEEP2 Galaxy Redshift Survey, which uses the DEIMOS spectrograph on the Keck II telescope, is studying both galaxy properties and large-scale structure at z=1. U.C. Berkeley M. Davis (PI) A. Coil M. Cooper B. Gerke R. Yan C. Conroy LBNL J. Newman U. Hawaii N. Kaiser U.C. Santa Cruz S. Faber (Co-PI) D. Koo P. Guhathakurta D. Phillips C. Willmer B. Weiner R. Schiavon K. Noeske A. Metevier L. Lin N. Konidaris G. Graves JPL P. Eisenhardt Princeton D. Finkbeiner U. Pitt. A. Connolly K survey (Caltech) K. Bundy C. Conselice R. Ellis

3 Scientific Goals of the DEEP2 Galaxy Redshift Survey 1. Characterize the properties of galaxies (colors, sizes, linewidths, luminosities, etc.) at z~1 for comparison to z~0 2. Study the clustering statistics (2- and 3-pt. correlations) of galaxies as a function of their properties, illuminating the nature of the galaxy bias 3. Determine N(σ,z) of groups and clusters at high redshift, providing constraints on Ω m and w 4. Measure the small-scale thermal motions of galaxies at z~1, providing a mass scale for halo models (measuring Ω m and bias, in the paradigm when DEEP2 was designed)

4 Comparison with Other Surveys DEEP2 was designed to have comparable size and density to previous generation local redshift surveys and is >50 times larger than previous surveys at z~ Number of Galaxies 1.00E E E E+03 CFA+ SSRS PSC Z LCRS 2dF DEEP2 1.00E E E E+08 Volume ( h -3 Mpc 3 ) SDSS z~0 z~1 DEEP2 is similar to LCRS in sample size but at z=1 - with a very different geometry: ~ h -3 Mpc 3 per field (LCDM)

5 A Redshift Survey at z=1: Studying Evolution: Age of the Universe = 13.7 Gyr z=0.7 - ~6.0 Gyr ago z=1.0 - ~7.5 Gyr ago z=1.4 - ~8.5 Gyr ago Within DEEP2 we are surveying 2.5 Gyr or ~20% of the history of the Universe, and SDSS/2dF comparisons give ~3x this baseline Observational details: 3 sq. degrees 4 fields (0.5 o x <2 o ) primary z~ (preselected using BRI photometry) >40,000 redshifts ~ h -3 Mpc 3 80 Keck nights One-hour exposures R AB = l/mm: ~ Å 1.0 slit: FWHM 68 km/s

6 Coordinated observations of the Extended Groth Strip (EGS) Spitzer MIPS, IRAC DEEP2 spectra and Caltech / JPL K s imaging HST/ACS V,I (Cycle 13) DEEP2/CFHT B,R,I GALEX NUV+FUV Chandra & XMM: Past coverage Awarded (1.4Ms) Plus VLA (6 & 21 cm), SCUBA, etc. Background: 2 x 2 deg from POSS

7 The Extended Groth Strip is ~78% finished The Extended Groth Strip has become a magnet for multiwavelength studies, including wide-field coverage by HST, Spitzer, GALEX, the VLA, CFHT Legacy, etc. We plan to complete this critical field in 2006.

8 DEEP2 has been made possible by DEIMOS, a new instrument on Keck II DEIMOS (PI: Faber) and Keck provide a unique combination of wide-field multiplexing (up to 160 slitlets over a 16 x4 field), high resolution (R~5000), spectral range (~2600 Å at highest resolution), and collecting area.

9 DEEP2 slitmask spectroscopy λ position Using custom-milled slitmasks with DEIMOS we are obtaining spectra of ~150 targets at a time. A total of 400 slitmasks will be required for the survey; we can tilt slits up to 30 degrees to obtain rotation curves.

10 Pre-selection of high-z targets with using colors Plotted are the colors of some galaxies with known redshifts in our fields; those at low redshift are plotted as blue, those at high redshift as red. We use a simple color cut defined by three line segments to select galaxies at z>0.75. We do not apply these color cuts in the EGS!

11 Redshift Distribution of Data: z~ Our color cuts are very successful! ~90% of our targets are at z>0.75 and we miss only 3% of high-z objects. Status: -designed as a three-year survey - began summer currently >90% complete - finished 3 of 4 fields now, will finish EGS next Spring

12 Completeness of Fields 2,3,4. These fields were all observed With.7< z <1.4

13 LSS in DEEP2 vs. local surveys Structure seen in DEEP2 7 Gyr ago looks similar to that in SDSS (rescaling by cosmic expansion); another sign that we live in a Universe with low Ω m. We are studying LSS using 2-point correlation functions, local density (environment) measures, and a group finder.

14 Redshift Maps in 4 Fields: z= Cone diagram of 1/12 of the full DEEP2 sample

15 Finding groups in DEEP2 We find groups using the locations of galaxies in redshift space - no photometric information is used, just the overdensity in the 3d galaxy distribution. Group in early DEEP2 data In particular, we are using the Voronoi- Delaunay Method of Marinoni et al. (2002), which has been optimized for use at high z and performs well. (For our purposes, clusters are just especially massive groups.)

16 Why search for groups in DEEP2? In Newman et al. (2002) we showed that the apparent abundance of groups as a function of redshift and velocity dispersion, dn(σ,z)/dzdσ, provides a useful test of the dark energy equation of state. Here we plot the expected 95% error contours for ΛCDM from combining DEEP2 with SDSS results, including systematics. Tests with mocks indicate we can use groups with σ>350 km/sec for this.

17 First DEEP2 Group Catalog Groups with σ>350 km/s We currently have group catalogs for 3 fields Gerke et al. 2005, astro-ph/

18 Group Richness Distribution N groups (σ>200 km/s) group richness Most groups have N=2-3 within our sample (but we are sampling ~L* galaxies - there are many more fainter galaxies in these groups) Gerke et al. 2005, astro-ph/

19 What if we had 20x as much area? Future baryonicoscillation surveys could be used to make this same measurement if they are densely sampled. A 60 square degree survey could yield tight constraints on w - IF systematics are wellconstrained.

20 Constraints for w=-0.7 As for most techniques, constraints are a bit stronger for w=-0.7 models than w=-1.

21 Measurement of w in DEEP2 Survey N(σ) from 314 groups are plotted. Even ignoring redshift information, the sensitivity to w is clear. However, the group abundance also depends on other parameters we need to tie down Furthermore, we are still checking systematics!!

22 σ 8 Dependence of N(σ) The normalization of the Power Spectrum, σ 8, can strongly influence the abundance of groups, as if σ 8 is greater, fluctuations are larger and groups are more common. To be able to constrain w, we need an accurate measurement of σ 8. New SDSS studies are now making this possible (e.g.. Seljak et al. 2004).

23 The number of highredshift groups is sensitive to Ω M. However, given a value of σ 8, the z=0 SDSS group abundance will tie down Ω M very tightly (Newman et al. 2002). Ω M Dependence of N(σ)

24 A final degenerate parameter is the velocity bias, b v. This is the factor by which the velocity dispersion of galaxies in a cluster differs from the dark matter dispersion. Some simulations currently favor b v =1.1, others 0.9. In the end, our results match b v ~1.1, Ω M ~0.4, σ 8 ~1, or w ~ Velocity bias and N(σ)

25 Galaxy properties in groups We are using the group catalog to study galaxy properties within groups. We find that redder, early-type galaxies are preferentially found in groups at z~1, similar to local trends. Gerke et al <z<0.9

26 Advantages of a high-dispersion survey The high resolution used for DEEP2 observations yields well-resolved linewidths for all objects, and rotation curves as a free byproduct for thousands. Shown are four 2d spectra exhibiting resolved [OII] emission and the derived circular velocity Vc(r). Cooper etnovember, al Kona, 2005

27 DEEP2 sees the same color bi-modality as SDSS, COMBO-17, etc. to z~1.4 Our R-band magnitude limit corresponds to ~4000Å rest-frame at z=0.7, ~2800 Å at z=1.4. As redshift increases, red galaxies of a given luminosity fall out before blue ones. Willmer et al. 2005

28 Galaxy Properties and Environment We measure galaxy environments using projected 3rd-nearest neighbor distance, shown to be near-optimal in Cooper et al (submitted). There are strong trends of galaxy density with restframe color and [OII] equivalent width (a proxy for star formation rate); the color trend can explain the [OII] one. log density blue color red Cooper et al [OII] equivalent width (SFR)

29 Color vs. Equivalent Width of [OII] Red galaxies have low [OII] equivalent width, while blue galaxies span a wide range. It appears that the scatter in this relation is most likely not due to environment. We are currently matching the DEEP2 colors and magnitudes to SDSS to look for evolution in environmental dependence between z=1 and z=0.

30 Environment over the CMD SDSS, z~0.1 DEEP2, 0.75<z<1.05 redder brighter Trends from z~0 studies persist at z~1: e.g. redder or brighter galaxies are preferentially found in dense environments. Cooper et al. 2005

31 Galaxy Clustering as a Function of Color We are now working on our second round of studies of the galaxy correlation function. Locally, ξ(r) is roughly a power-law: (r 0 /r) γ w/ r 0 ~5 Mpc/h and γ~1.8 (for L>=L*, z= , preliminary:) red: r 0 =5.09 (0.11) γ=1.95 (0.05) blue: r 0 =3.56 (0.07) γ=1.74 (0.05) Coil et al. 2005

32 ξ(r p,p) depends strongly on color Red galaxies not only have a larger correlation length, but also larger velocity dispersion/fingers of god: they reside in more clustered / denser environments. We detect coherent infall on large scales for both blue and red galaxies.

33 Group-galaxy cross-correlation function The group-galaxy cross-correlation shows how galaxies are clustered within and around groups. Red galaxies are preferentially found near the centers of DEEP2 groups, while blue galaxies actively avoid them. We re testing the same thing in many ways Coil et al. 2005a

34 K+A Post-Starburst Galaxies Have ~100 galaxies with features of K stars (old, elliptical-type spectra) and A stars (youngish, <1 Gyr) - K+A galaxies. Yan et al. in prep K+A galaxies show little on-going star-formation (lack of OII) but strong Balmer features due to recent star-formation (within 1 Gyr) - post-starburst galaxies. These objects are rare, but we cover a large enough volume to find a large statistical sample.

35 K+A Post-Starburst Galaxies These galaxies populate the gap in the color bimodality and lie on the red sequence - they may provide clues as to how galaxies move onto the red sequence. We are currently estimating evolution in the rate of K+A galaxies from z=1 to z=0 and investigating their morphologies and environments. Yan et al. in prep

36 Other recent and upcoming papers include: Angular clustering of galaxies : Coil et al., 2004, ApJ, 617, 765 DEEP2 survey strategy & dark energy: Davis et al.,astro-ph/ Evolution of close-pairs/merger rates: Lin et al., 2004, ApJ, 617, 9 Satellite galaxy kinematics: Conroy et al., astro-ph/ Measuring environment in deep redshift surveys: Cooper et al., astro-ph/ Luminosity function: Willmer et al. & Faber et al., astroph/ , astro-ph/ Group correlation function: Coil et al., astro-ph/ K+A galaxies in the DEEP2 sample: Yan et al., in prep. Void statistics in the DEEP2 sample: Conroy et al., astro-ph/ Overview of the DEEP2 sample: Faber et al., in prep. Evolution of the Fine Structure Constant: Newman et al., in prep. First semester s data is now public:

The PRIsm MUlti-object Survey (PRIMUS)

The PRIsm MUlti-object Survey (PRIMUS) The PRIsm MUlti-object Survey (PRIMUS) Alison Coil University of Arizona Steward Observatory March 2008 Overview: Galaxy evolution to z ~ 1 is still cosmic variance limited: DEEP2, VVDS, COMBO-17, COSMOS

More information

The DEEP Galaxy Redshift Survey: Color, Luminosity and Structural Properties of Galaxies. Benjamin Weiner

The DEEP Galaxy Redshift Survey: Color, Luminosity and Structural Properties of Galaxies. Benjamin Weiner The DEEP Galaxy Redshift Survey: Color, Luminosity and Structural Properties of Galaxies Benjamin Weiner and the DEEP Collaboration DEEP 2 Participants: UC Berkeley: M.Davis, A.Coil, J.Newman, D.Madgwick,

More information

Susan Kassin (Oxford) with Ben Weiner (Steward), Christopher Willmer (Steward), + DEEP2 Survey Team (Faber, Koo, Davis, Guhathakurta)

Susan Kassin (Oxford) with Ben Weiner (Steward), Christopher Willmer (Steward), + DEEP2 Survey Team (Faber, Koo, Davis, Guhathakurta) Disk Galaxy Kinematics Over the Last ~8 Gyrs Susan Kassin (Oxford) with Ben Weiner (Steward), Christopher Willmer (Steward), + DEEP2 Survey Team (Faber, Koo, Davis, Guhathakurta) Data are from the DEEP2

More information

Gas Accretion & Outflows from Redshift z~1 Galaxies

Gas Accretion & Outflows from Redshift z~1 Galaxies Gas Accretion & Outflows from Redshift z~1 Galaxies David C. Koo Kate Rubin, Ben Weiner, Drew Phillips, Jason Prochaska, DEEP2, TKRS, & AEGIS Teams UCO/Lick Observatory, University of California, Santa

More information

Keck/Subaru Exchange Program Subaru Users Meeting January 20, 2011

Keck/Subaru Exchange Program Subaru Users Meeting January 20, 2011 Keck/Subaru Exchange Program Subaru Users Meeting January 20, 2011 Taft Armandroff, Director W. M. Keck Observatory With science results from: Drew Newman and Richard Ellis, Caltech A. Romanowsky, J. Strader,

More information

High Redshift Universe

High Redshift Universe High Redshift Universe Finding high z galaxies Lyman break galaxies (LBGs) Photometric redshifts Deep fields Starburst galaxies Extremely red objects (EROs) Sub-mm galaxies Lyman α systems Finding high

More information

Highlights from the VIMOS VLT Deep Survey

Highlights from the VIMOS VLT Deep Survey Highlights from the VIMOS VLT Deep Survey Olivier Le Fèvre, LAM, Marseille On behalf of the VVDS team An unbiased survey of the Universe 0

More information

arxiv: v3 [astro-ph.co] 21 Mar 2012

arxiv: v3 [astro-ph.co] 21 Mar 2012 DRAFT VERSION MARCH 23, 2012 Preprint typeset using LATEX style emulateapj v. 08/22/09 THE DEEP2 GALAXY REDSHIFT SURVEY: DESIGN, OBSERVATIONS, DATA REDUCTION, AND REDSHIFTS 1 JEFFREY A. NEWMAN 2, MICHAEL

More information

THE GAS MASS AND STAR FORMATION RATE

THE GAS MASS AND STAR FORMATION RATE THE GAS MASS AND STAR FORMATION RATE OF STAR-FORMING GALAXIES AT z ~ 1.3 Nissim Kanekar National Centre for Radio Astrophysics, Pune Apurba Bera Shiv Sethi Ben Weiner K. Dwarakanath Image: B. Premkumar

More information

Quantifying the Assembly History of Elliptical Galaxies

Quantifying the Assembly History of Elliptical Galaxies Quantifying the Assembly History of Elliptical Galaxies Michael Pierce (University of Wyoming) A Science Use Case for GMT and TMT Origin of Elliptical Galaxies! Elliptical Galaxies Form Through Mergers!

More information

Subaru/WFIRST Synergies for Cosmology and Galaxy Evolution

Subaru/WFIRST Synergies for Cosmology and Galaxy Evolution Artist s concept Subaru/WFIRST Synergies for Cosmology and Galaxy Evolution Dan Masters (JPL/California Institute of Technology) Collaborators: Peter Capak, Olivier Doré, Jason Rhodes, Shoubaneh Hemmati,

More information

THE DEEP2 GALAXY REDSHIFT SURVEY: FIRST RESULTS ON GALAXY GROUPS

THE DEEP2 GALAXY REDSHIFT SURVEY: FIRST RESULTS ON GALAXY GROUPS The Astrophysical Journal, 625:6 22, 2005 May 20 # 2005. The American Astronomical Society. All rights reserved. Printed in U.S.A. A THE DEEP2 GALAXY REDSHIFT SURVEY: FIRST RESULTS ON GALAXY GROUPS Brian

More information

Galaxy Ecology. an Environmental Impact Assessment. Frank van den Bosch (MPIA)

Galaxy Ecology. an Environmental Impact Assessment. Frank van den Bosch (MPIA) Galaxy an Environmental Impact Assessment Frank van den Bosch (MPIA) in collaboration with Xiaohu Yang (SHAO), Houjun Mo (UMass), Simone Weinmann (Zürich) Anna Pasquali (MPIA), Daniel Aquino (MPIA) Aspen,

More information

Benjamin Weiner Steward Observatory November 15, 2009 Research Interests

Benjamin Weiner Steward Observatory November 15, 2009 Research Interests Benjamin Weiner Steward Observatory November 15, 2009 Research Interests My recent research projects study galaxy evolution with emphasis on star formation histories, gas accretion and outflow, and galaxy

More information

Feeding the Beast. Chris Impey (University of Arizona)

Feeding the Beast. Chris Impey (University of Arizona) Feeding the Beast Chris Impey (University of Arizona) Note: the box is growing due to cosmic expansion but this is factored out. Heirarchical Structure Active Galactic Nuclei (AGN) Nuclear activity in

More information

Mapping the z 2 Large-Scale Structure with 3D Lyα Forest Tomography

Mapping the z 2 Large-Scale Structure with 3D Lyα Forest Tomography Mapping the z 2 Large-Scale Structure with 3D Lyα Forest Tomography Intergalactic Matters Meeting, MPIA Heidelberg Max Planck Institut für Astronomie Heidelberg, Germany June 16, 2014 Collaborators: Joe

More information

From quasars to dark energy Adventures with the clustering of luminous red galaxies

From quasars to dark energy Adventures with the clustering of luminous red galaxies From quasars to dark energy Adventures with the clustering of luminous red galaxies Nikhil Padmanabhan 1 1 Lawrence Berkeley Labs 04-15-2008 / OSU CCAPP seminar N. Padmanabhan (LBL) Cosmology with LRGs

More information

Observations of galaxy evolution. Pieter van Dokkum

Observations of galaxy evolution. Pieter van Dokkum Observations of galaxy evolution Pieter van Dokkum Overview Broad topic! Split in three conceptually-different parts: ç ç low redshift high redshift 1. Census: what is out there? N (z, L, Mstars, Mdark,

More information

Dark Matter on Small Scales: Merging and Cosmogony. David W. Hogg New York University CCPP

Dark Matter on Small Scales: Merging and Cosmogony. David W. Hogg New York University CCPP Dark Matter on Small Scales: Merging and Cosmogony David W. Hogg New York University CCPP summary galaxy merger rates suggest growth of ~1 percent per Gyr galaxy evolution is over can we rule out CDM now

More information

THE DEEP EVOLUTIONARY EXPLORATORY PROBE 2 GALAXY REDSHIFT SURVEY: THE GALAXY LUMINOSITY FUNCTION TO z 1 1

THE DEEP EVOLUTIONARY EXPLORATORY PROBE 2 GALAXY REDSHIFT SURVEY: THE GALAXY LUMINOSITY FUNCTION TO z 1 1 The Astrophysical Journal, 647:853 873, 2006 August 20 # 2006. The American Astronomical Society. All rights reserved. Printed in U.S.A. THE DEEP EVOLUTIONARY EXPLORATORY PROBE 2 GALAXY REDSHIFT SURVEY:

More information

THE DEEP2 GALAXY REDSHIFT SURVEY: THE VORONOI-DELAUNAY METHOD CATALOG OF GALAXY GROUPS

THE DEEP2 GALAXY REDSHIFT SURVEY: THE VORONOI-DELAUNAY METHOD CATALOG OF GALAXY GROUPS Draft version March 17, 2012 Preprint typeset using L A TEX style emulateapj v. 8/13/10 SLAC-PUB-14492 THE DEEP2 GALAXY REDSHIFT SURVEY: THE VORONOI-DELAUNAY METHOD CATALOG OF GALAXY GROUPS Brian F. Gerke

More information

MApping the Most Massive Overdensity Through Hydrogen (MAMMOTH) Zheng Cai (UCSC)

MApping the Most Massive Overdensity Through Hydrogen (MAMMOTH) Zheng Cai (UCSC) MApping the Most Massive Overdensity Through Hydrogen (MAMMOTH) Zheng Cai (UCSC) IGM Conference From Wall to Web, Berlin, 2016 IGM tomography (Lee+ 14, 15, 16; Stark+ 15ab): IGM Tomography a reconstruction

More information

Astro 358/Spring 2008 (49520) Galaxies and the Universe

Astro 358/Spring 2008 (49520) Galaxies and the Universe Astro 358/Spring 2008 (49520) Galaxies and the Universe Figures for Lecture 1 on Tu Jan 22 Overview: Piecing Together Galaxy Evolution Present Day Galaxies 2 main class of galaxies in terms of shape and

More information

IN GALAXY GROUPS? WHERE IS THE CENTER OF MASS MATT GEORGE. 100 kpc 100 kpc UC BERKELEY

IN GALAXY GROUPS? WHERE IS THE CENTER OF MASS MATT GEORGE. 100 kpc 100 kpc UC BERKELEY WHERE IS THE CENTER OF MASS IN GALAXY GROUPS? 100 kpc 100 kpc MATT GEORGE UC BERKELEY WITH ALEXIE LEAUTHAUD, KEVIN BUNDY, JEREMY TINKER, PETER CAPAK, ALEXIS FINOGUENOV, OLIVIER ILBERT, SIMONA MEI AND THE

More information

Substructure in the Stellar Halo of the Andromeda Spiral Galaxy

Substructure in the Stellar Halo of the Andromeda Spiral Galaxy Substructure in the Stellar Halo of the Andromeda Spiral Galaxy Raja Guhathakurta University of California Observatories (Lick, Keck, TMT) University of California at Santa Cruz M31 s extended stellar

More information

IRAC Deep Survey Of COSMOS

IRAC Deep Survey Of COSMOS IRAC Deep Survey Of COSMOS Nick Scoville, Peter Capak, Mauro Giavalisco, Dave Sanders, Lin Yan, Herve Aussel, Olivier Ilbert, Mara Salvato, Bahram Mobasher and Emeric LeFloc h California Institute of Technology,

More information

Results from the Chandra Deep Field North

Results from the Chandra Deep Field North Results from the Chandra Deep Field North Brandt, Alexander, Bauer, Garmire, Hornschemeier, Immler, Lehmer, Schneider, Vignali, Wu, Barger, Cowie, Bautz, Nousek, Sargent, Townsley Chandra Deep Field North

More information

9. Evolution with redshift - z > 1.5. Selection in the rest-frame UV

9. Evolution with redshift - z > 1.5. Selection in the rest-frame UV 11-5-10see http://www.strw.leidenuniv.nl/ franx/college/galaxies10 10-c09-1 11-5-10see http://www.strw.leidenuniv.nl/ franx/college/galaxies10 10-c09-2 9. Evolution with redshift - z > 1.5 Selection in

More information

The DEEP2 Galaxy Redshift Survey: the relationship between galaxy properties and environment at z 1

The DEEP2 Galaxy Redshift Survey: the relationship between galaxy properties and environment at z 1 The DEEP2 Galaxy Redshift Survey: the relationship between galaxy properties and environment at z 1 The Harvard community has made this article openly available. Please share how this access benefits you.

More information

High-Redshift Galaxies: A brief summary

High-Redshift Galaxies: A brief summary High-Redshift Galaxies: A brief summary Brant Robertson (Caltech) on behalf of David Law (UCLA), Bahram Mobasher (UCR), and Brian Siana (Caltech/Incoming CGE) Observable Cosmological History t~3.7x10 5

More information

The Stellar to Baryonic Mass Function of Galaxies: from SDSS to GAMA with ASKAP

The Stellar to Baryonic Mass Function of Galaxies: from SDSS to GAMA with ASKAP The Stellar to Baryonic Mass Function of Galaxies: from SDSS to GAMA with ASKAP SDSS: Sloan Digital Sky Survey GAMA: Galaxy And Mass Assembly survey ASKAP: Australian Square Kilometer Array Pathfinder

More information

Quantifying the (Late) Assembly History of Galaxies. Michael Pierce (University of Wyoming)

Quantifying the (Late) Assembly History of Galaxies. Michael Pierce (University of Wyoming) Quantifying the (Late) Assembly History of Galaxies Michael Pierce (University of Wyoming) What I Think We Already Know: Morphology Density Relation (Assembly Depends on Environment) (Dressler 1980) Ratio

More information

Large-Scale Structure

Large-Scale Structure Large-Scale Structure Evidence for Dark Matter Dark Halos in Ellipticals Hot Gas in Ellipticals Clusters Hot Gas in Clusters Cluster Galaxy Velocities and Masses Large-Scale Distribution of Galaxies 1

More information

Secular evolution in the green valley. Thiago S. Gonçalves Karín Menéndez-Delmestre João Paulo Nogueira-Cavalcante Kartik Sheth Chris Martin

Secular evolution in the green valley. Thiago S. Gonçalves Karín Menéndez-Delmestre João Paulo Nogueira-Cavalcante Kartik Sheth Chris Martin Secular evolution in the green valley Thiago S. Gonçalves Karín Menéndez-Delmestre João Paulo Nogueira-Cavalcante Kartik Sheth Chris Martin Bimodality in colors z~0.1 Wyder+07 z~1.0 Willmer+06 The mass

More information

What Can We Learn from Galaxy Clustering 1: Why Galaxy Clustering is Useful for AGN Clustering. Alison Coil UCSD

What Can We Learn from Galaxy Clustering 1: Why Galaxy Clustering is Useful for AGN Clustering. Alison Coil UCSD What Can We Learn from Galaxy Clustering 1: Why Galaxy Clustering is Useful for AGN Clustering Alison Coil UCSD Talk Outline 1. Brief review of what we know about galaxy clustering from observations 2.

More information

9.1 Large Scale Structure: Basic Observations and Redshift Surveys

9.1 Large Scale Structure: Basic Observations and Redshift Surveys 9.1 Large Scale Structure: Basic Observations and Redshift Surveys Large-Scale Structure Density fluctuations evolve into structures we observe: galaxies, clusters, etc. On scales > galaxies, we talk about

More information

Kai Noeske Keck Foundation Fellow Harvard-Smithsonian Center for Astrophysics

Kai Noeske Keck Foundation Fellow Harvard-Smithsonian Center for Astrophysics Star Formation Histories and Stellar Mass Growth out to z~1 Kai Noeske Keck Foundation Fellow Harvard-Smithsonian Center for Astrophysics and the AEGIS collaboration Galaxy Evolution: Emerging Insights

More information

Constraining Source Redshift Distributions with Angular Cross Correlations

Constraining Source Redshift Distributions with Angular Cross Correlations Constraining Source Redshift Distributions with Angular Cross Correlations Matt McQuinn (UC Berkeley) in collaboration w/ Martin White arxiv:1302.0857 Technique: Using spatial clustering to measure source

More information

Deep Keck Spectroscopy of High-Redshift Quiescent Galaxies

Deep Keck Spectroscopy of High-Redshift Quiescent Galaxies Sirio Belli Max-Planck Institute for Extraterrestrial Physics Deep Keck Spectroscopy of High-Redshift Quiescent Galaxies with Andrew Newman and Richard Ellis Introduction Schawinski et al. 2014 red sequence

More information

Automated Search for Lyman Alpha Emitters in the DEEP3 Galaxy Redshift Survey

Automated Search for Lyman Alpha Emitters in the DEEP3 Galaxy Redshift Survey Automated Search for Lyman Alpha Emitters in the DEEP3 Galaxy Redshift Survey Victoria Dean Castilleja School Automated Search for Lyman-alpha Emitters in the DEEP3 Galaxy Redshift Survey Abstract This

More information

Studying stars in M31 GCs using NIRI and GNIRS

Studying stars in M31 GCs using NIRI and GNIRS Studying stars in M31 GCs using NIRI and GNIRS Ricardo Schiavon Gemini Observatory GSM 2012 San Francisco July 19, 2012 Collaborators Andy Stephens (Gemini) Nelson Caldwell (SAO) Matthew Shetrone (HET)

More information

Surveys at z 1. Petchara Pattarakijwanich 20 February 2013

Surveys at z 1. Petchara Pattarakijwanich 20 February 2013 Surveys at z 1 Petchara Pattarakijwanich 20 February 2013 Outline Context & Motivation. Basics of Galaxy Survey. SDSS COMBO-17 DEEP2 COSMOS Scientific Results and Implications. Properties of z 1 galaxies.

More information

CIB Fluctuations from. l ~ ,000. Marco Viero - Caltech

CIB Fluctuations from. l ~ ,000. Marco Viero - Caltech CIB Fluctuations from l ~ 400-40,000 Marco Viero - Caltech Reichardt et al. 2011 motivation 2 l > 2000 dominated by secondary anisotropies Reichardt et al. 2011 motivation 2 SPT DSFGs Reichardt et al.

More information

The Galaxy Dark Matter Connection

The Galaxy Dark Matter Connection The Galaxy Dark Matter Connection constraining cosmology & galaxy formation Frank C. van den Bosch (MPIA) Collaborators: Houjun Mo (UMass), Xiaohu Yang (SHAO) Marcello Cacciato, Surhud More, Simone Weinmann

More information

Masami Ouchi (STScI)

Masami Ouchi (STScI) Perspectives from the Subaru Wide-Field Deep Survey -- Suprime-Cam+FOCAS to HySuprime+WFMOS -- Cosmic Web Made of 515 Galaxies at z=5.7 Ouchi et al. 2005 ApJ, 620, L1 Masami Ouchi (STScI) for the SXDS

More information

High-redshift galaxies

High-redshift galaxies High-redshift galaxies Houjun Mo May 4, 2004 Galaxies can now be observed to z 6 Normal galaxies with 0.2 < z < 1 The Lyman-break population at z 3 The sub-mm sources at z 3 Between 1 2, spectroscopy desert,

More information

Discovery of Primeval Large-Scale Structures with Forming Clusters at Redshift z=5.7

Discovery of Primeval Large-Scale Structures with Forming Clusters at Redshift z=5.7 Discovery of Primeval Large-Scale Structures with Forming Clusters at Redshift z=5.7 Sadanori Okamura Department of Astronomy, and Research Center for the Early Universe, University of Tokyo Collaborators

More information

Satellite Galaxy Evolution in Groups & Clusters

Satellite Galaxy Evolution in Groups & Clusters Satellite Galaxy Evolution in Groups & Clusters Andrew Wetzel Yale University Jeremy Tinker (NYU) & Charlie Conroy (Harvard/CfA) Tinker, Wetzel & Conroy 2011, ArXiv 1107.5046 Wetzel, Tinker & Conroy 2011,

More information

13.1 Galaxy Evolution: Introduction

13.1 Galaxy Evolution: Introduction 13.1 Galaxy Evolution: Introduction Galaxies Must Evolve Stars evolve: they are born from ISM, evolve, shed envelopes or explode, enriching the ISM, more stars are born Structure evolves: density fluctuations

More information

Photometric Redshifts, DES, and DESpec

Photometric Redshifts, DES, and DESpec Photometric Redshifts, DES, and DESpec Huan Lin, Photo-z s, DES, and DESpec, DESPec Workshop, KICP, Chicago, 30 May 2012 Outline DES photo-z calibrations: spectroscopic training set fields DES photo-z

More information

Galaxy formation and evolution. Astro 850

Galaxy formation and evolution. Astro 850 Galaxy formation and evolution Astro 850 Introduction What are galaxies? Systems containing many galaxies, e.g. 10 11 stars in the Milky Way. But galaxies have different properties. Properties of individual

More information

Star Formation. Spitzer Key Contributions to Date

Star Formation. Spitzer Key Contributions to Date Star Formation Answering Fundamental Questions During the Spitzer Warm Mission Phase Lori Allen CfA John Carpenter, Caltech Lee Hartmann, University of Michigan Michael Liu, University of Hawaii Tom Megeath,

More information

halo formation in peaks halo bias if halos are formed without regard to the underlying density, then δn h n h halo bias in simulations

halo formation in peaks halo bias if halos are formed without regard to the underlying density, then δn h n h halo bias in simulations Physics 463, Spring 07 Bias, the Halo Model & Halo Occupation Statistics Lecture 8 Halo Bias the matter distribution is highly clustered. halos form at the peaks of this distribution 3 2 1 0 halo formation

More information

Two-halo Galactic Conformity as a Test of Assembly Bias

Two-halo Galactic Conformity as a Test of Assembly Bias Two-halo Galactic Conformity as a Test of Assembly Bias Angela Berti UC San Diego GalFRESCA 2018 1 Galactic Conformity Correlation between star formation rates (SFRs) of central galaxies and their satellites/neighbors

More information

Astronomy 330 Lecture Dec 2010

Astronomy 330 Lecture Dec 2010 Astronomy 330 Lecture 26 10 Dec 2010 Outline Clusters Evolution of cluster populations The state of HI sensitivity Large Scale Structure Cluster Evolution Why might we expect it? What does density determine?

More information

Galaxies 626. Lecture 10 The history of star formation from far infrared and radio observations

Galaxies 626. Lecture 10 The history of star formation from far infrared and radio observations Galaxies 626 Lecture 10 The history of star formation from far infrared and radio observations Cosmic Star Formation History Various probes of the global SF rate: ρ* (z) M yr 1 comoving Mpc 3 UV continuum

More information

The The largest assembly ESO high-redshift. Lidia Tasca & VUDS collaboration

The The largest assembly ESO high-redshift. Lidia Tasca & VUDS collaboration The The largest assembly ESO high-redshift of massive Large galaxies Programme at 2

More information

Million Element Integral Field Unit Design Study

Million Element Integral Field Unit Design Study Million Element Integral Field Unit Design Study Simon Morris, Robert Content, Cedric Lacey (University of Durham, UK) AURA contract No. 9414257-GEM00303 Milestone 1 Prepare and present a PowerPoint presentation

More information

Two Main Techniques. I: Star-forming Galaxies

Two Main Techniques. I: Star-forming Galaxies p.1/24 The high redshift universe has been opened up to direct observation in the last few years, but most emphasis has been placed on finding the progenitors of today s massive ellipticals. p.2/24 Two

More information

arxiv:astro-ph/ v2 14 Jun 2005

arxiv:astro-ph/ v2 14 Jun 2005 The DEEP2 Redshift Survey: The Galaxy Luminosity Function to z 1 1 arxiv:astro-ph/0506041v2 14 Jun 2005 C.N.A. Willmer 2,3, S. M. Faber 2, D. C. Koo 2, B. J. Weiner 2,4, J. A. Newman 5,6, A. L. Coil, 7

More information

Target Selection for future spectroscopic surveys (DESpec) Stephanie Jouvel, Filipe Abdalla, With DESpec target selection team.

Target Selection for future spectroscopic surveys (DESpec) Stephanie Jouvel, Filipe Abdalla, With DESpec target selection team. Target Selection for future spectroscopic surveys (DESpec) Stephanie Jouvel, Filipe Abdalla, With DESpec target selection team. 1 1 Outline: Scientific motivation (has an impact on how to select targets...)

More information

The Evolution of Massive Galaxies at 3 < z < 7 (The Hawaii 20 deg 2 Survey H2O)

The Evolution of Massive Galaxies at 3 < z < 7 (The Hawaii 20 deg 2 Survey H2O) D. Sanders, I. Szapudi, J. Barnes, K. Chambers, C. McPartland, A. Repp (Hawaii) P. Capak, I. Davidson (Caltech), S. Toft (Copenhagen), B. Mobasher (UCRiverside) The Evolution of Massive Galaxies at 3

More information

Present and Future Large Optical Transient Surveys. Supernovae Rates and Expectations

Present and Future Large Optical Transient Surveys. Supernovae Rates and Expectations Present and Future Large Optical Transient Surveys Supernovae Rates and Expectations Phil Marshall, Lars Bildsten, Mansi Kasliwal Transients Seminar Weds 12th December 2007 Many surveys designed to find

More information

Mapping large-scale structure with the Lyα forest

Mapping large-scale structure with the Lyα forest Mapping large-scale structure with the Lyα forest Martin White with K-G Lee, Joe Hennawi, Casey Stark & Ellie Kitanidis QSO 1422+23 Beyond power spectra?? Give a cosmologist a map and they will reflexively

More information

Galactic-Scale Winds. J. Xavier Prochaska Inster(stellar+galactic) Medium Program of Studies [IMPS] UCO, UC Santa Cruz.

Galactic-Scale Winds. J. Xavier Prochaska Inster(stellar+galactic) Medium Program of Studies [IMPS] UCO, UC Santa Cruz. Galactic-Scale Winds http://arxiv.org/abs/1008.3xxx JXP, Kasen, Rubin, ApJ, to be submitted J. Xavier Prochaska Inster(stellar+galactic) Medium Program of Studies [IMPS] UCO, UC Santa Cruz Kate Rubin (IMPS,

More information

The History of Active Galaxies A.Barger, P. Capak, L. Cowie, RFM, A. Steffen, and Y. Yang

The History of Active Galaxies A.Barger, P. Capak, L. Cowie, RFM, A. Steffen, and Y. Yang The History of Active Galaxies A.Barger, P. Capak, L. Cowie, RFM, A. Steffen, and Y. Yang Active Galaxies (AKA quasars, Seyfert galaxies etc) are radiating massive black holes with L~10 8-10 14 L sun The

More information

arxiv:astro-ph/ v2 23 Mar 2004

arxiv:astro-ph/ v2 23 Mar 2004 Accepted by The Astrophysical Journal Preprint typeset using L A TEX style emulateapj v. 11/26/03 THE DEEP2 GALAXY REDSHIFT SURVEY: CLUSTERING OF GALAXIES IN EARLY DATA Alison L. Coil 1, Marc Davis 1,

More information

An Introduction to the Dark Energy Survey

An Introduction to the Dark Energy Survey An Introduction to the Dark Energy Survey A study of the dark energy using four independent and complementary techniques Blanco 4m on Cerro Tololo Galaxy cluster surveys Weak lensing Galaxy angular power

More information

Rest-frame Optical Spectra: A Window into Galaxy Formation at z~2

Rest-frame Optical Spectra: A Window into Galaxy Formation at z~2 Rest-frame Optical Spectra: A Window into Galaxy Formation at z~2 Alice Shapley (UCLA) Collaborators: Mariska Kriek, Naveen Reddy, Brian Siana, Alison Coil, Bahram Mobasher, Bill Freeman, Ryan Sanders,

More information

Structure Formation and Evolution"

Structure Formation and Evolution Structure Formation and Evolution" From this (Δρ/ρ ~ 10-6 )! to this! (Δρ/ρ ~ 10 +2 )! to this! (Δρ/ρ ~ 10 +6 )! How Long Does It Take?" The (dissipationless) gravitational collapse timescale is on the

More information

Lecture 15: Galaxy morphology and environment

Lecture 15: Galaxy morphology and environment GALAXIES 626 Lecture 15: Galaxy morphology and environment Why classify galaxies? The Hubble system gives us our basic description of galaxies. The sequence of galaxy types may reflect an underlying physical

More information

The Galaxy Dark Matter Connection

The Galaxy Dark Matter Connection The Galaxy Dark Matter Connection constraining cosmology & galaxy formation Frank C. van den Bosch (MPIA) Collaborators: Houjun Mo (UMass), Xiaohu Yang (SHAO) Marcello Cacciato, Surhud More, Simone Weinmann

More information

Yicheng Guo (UCO/Lick, UCSC)

Yicheng Guo (UCO/Lick, UCSC) Formation and Evolution of Clumpy Galaxies at z=0.5--3 Yicheng Guo (UCO/Lick, UCSC) Collaborators: Henry Ferguson, Eric Bell, David Koo, Chris Conselice, Mauro Giavalisco, Nir Mandelker, Swara Ravindranatch,

More information

Lecture 11: SDSS Sources at Other Wavelengths: From X rays to radio. Astr 598: Astronomy with SDSS

Lecture 11: SDSS Sources at Other Wavelengths: From X rays to radio. Astr 598: Astronomy with SDSS Astr 598: Astronomy with SDSS Spring Quarter 4, University of Washington, Željko Ivezić Lecture : SDSS Sources at Other Wavelengths: From X rays to radio Large Surveys at Many Wavelengths SDSS: UV-IR five-band

More information

Galaxy Formation Now and Then

Galaxy Formation Now and Then Galaxy Formation Now and Then Matthias Steinmetz Astrophysikalisches Institut Potsdam 1 Overview The state of galaxy formation now The state of galaxy formation 10 years ago Extragalactic astronomy in

More information

AGN feedback and its influence on massive galaxy evolution

AGN feedback and its influence on massive galaxy evolution AGN feedback and its influence on massive galaxy evolution Darren Croton (University of California Berkeley) Simon White, Volker Springel, et al. (MPA) DEEP2 & AEGIS collaborations (Berkeley & everywhere

More information

The Merger History of Massive Galaxies: Observations and Theory

The Merger History of Massive Galaxies: Observations and Theory The Merger History of Massive Galaxies: Observations and Theory Christopher J. Conselice (University of Nottingham) Kuala Lumpur 2009 How/when do galaxies form/evolve? Some questions a. Do galaxies evolve

More information

arxiv:astro-ph/ v1 13 Apr 2006

arxiv:astro-ph/ v1 13 Apr 2006 **FULL TITLE** ASP Conference Series, Vol. **VOLUME**, **YEAR OF PUBLICATION** **NAMES OF EDITORS** Clusters of Galaxies at 1 < z < 2 : The Spitzer Adaptation of the Red-Sequence Cluster Survey arxiv:astro-ph/0604289

More information

Characterising the last 8 Gyr. The present-day Universe

Characterising the last 8 Gyr. The present-day Universe Characterising the last 8 Gyr The present-day Universe 1 Luminosity and mass functions Redshift survey Apparent magnitude limited e.g., SDSS 14.5

More information

Star Formation. Answering Fundamental Questions During the Spitzer Warm Mission Phase

Star Formation. Answering Fundamental Questions During the Spitzer Warm Mission Phase Star Formation Answering Fundamental Questions During the Spitzer Warm Mission Phase Lori Allen CfA John Carpenter, Caltech Lee Hartmann, University of Michigan Michael Liu, University of Hawaii Tom Megeath,

More information

Galaxy Ecology. an Environmental Impact Assessment. Frank van den Bosch (MPIA)

Galaxy Ecology. an Environmental Impact Assessment. Frank van den Bosch (MPIA) Galaxy an Environmental Impact Assessment Frank van den Bosch (MPIA) in collaboration with Xiaohu Yang (SHAO), Houjun Mo (UMass), Simone Weinmann (Zürich) Anna Pasquali (MPIA), Daniel Aquino (MPIA) Heidelberg,

More information

Illustris vs Real Universe: Satellite LF, ksz Effect,

Illustris vs Real Universe: Satellite LF, ksz Effect, Illustris vs Real Universe: Satellite LF, ksz Effect, Hyunbae Park (KASI), + Many people SFR of High-z Galaxies 2017. 06. 02 (Uleung-Do) Simulation Setup Simulation code : AREPO (moving mesh code) Parameter

More information

The Galaxy-Dark Matter Connection

The Galaxy-Dark Matter Connection The Galaxy-Dark Matter Connection Constraining Cosmology & Galaxy Formation Frank van den Bosch (MPIA) in collaboration with Houjun Mo (UMass), Xiaohu Yang (SHAO), Simone Weinmann (Zurich) Surhud More

More information

EUCLID Spectroscopy. Andrea Cimatti. & the EUCLID-NIS Team. University of Bologna Department of Astronomy

EUCLID Spectroscopy. Andrea Cimatti. & the EUCLID-NIS Team. University of Bologna Department of Astronomy EUCLID Spectroscopy Andrea Cimatti University of Bologna Department of Astronomy & the EUCLID-NIS Team Observing the Dark Universe with EUCLID, ESA ESTEC, 17 November 2009 DARK Universe (73% Dark Energy

More information

Demographics of radio galaxies nearby and at z~0.55. Are radio galaxies signposts to black-hole mergers?

Demographics of radio galaxies nearby and at z~0.55. Are radio galaxies signposts to black-hole mergers? Elaine M. Sadler Black holes in massive galaxies Demographics of radio galaxies nearby and at z~0.55 Are radio galaxies signposts to black-hole mergers? Work done with Russell Cannon, Scott Croom, Helen

More information

Cosmology on the Beach: Experiment to Cosmology

Cosmology on the Beach: Experiment to Cosmology Image sky Select targets Design plug-plates Plug fibers Observe! Extract spectra Subtract sky spec. Cosmology on the Beach: Experiment to Cosmology Fit redshift Make 3-D map Test physics! David Schlegel!1

More information

Multi-wavelength Surveys for AGN & AGN Variability. Vicki Sarajedini University of Florida

Multi-wavelength Surveys for AGN & AGN Variability. Vicki Sarajedini University of Florida Multi-wavelength Surveys for AGN & AGN Variability Vicki Sarajedini University of Florida What are Active Galactic Nuclei (AGN)? Galaxies with a source of non-stellar emission arising in the nucleus (excessive

More information

Mapping the Universe spectroscopic surveys for BAO measurements Meeting on fundamental cosmology, june 2016, Barcelona, Spain Johan Comparat

Mapping the Universe spectroscopic surveys for BAO measurements Meeting on fundamental cosmology, june 2016, Barcelona, Spain Johan Comparat Mapping the Universe spectroscopic surveys for BAO measurements Meeting on fundamental cosmology, june 2016, Barcelona, Spain Johan Comparat 1 Baryonic acoustic oscillations The acoustic length scale is

More information

Keck Observations of 150 GRB Host Galaxies Daniel Perley

Keck Observations of 150 GRB Host Galaxies Daniel Perley Keck Observations of 150 GRB Host Galaxies +Joshua Bloom, Bradley Cenko, and many others UC Berkeley Motivation Before Swift: ~66 GRBs with

More information

Role of the Environment in the Evolution of Galaxies Richard Ellis

Role of the Environment in the Evolution of Galaxies Richard Ellis Role of the Environment in the Evolution of Galaxies Richard Ellis http://www.astro.caltech.edu/~rse/ay211_env.ppt Hubble s Tuning Fork (1922-1926, 1936)..describes a true order among the galaxies, not

More information

The Redshift Evolution of Bulges and Disks of Spiral Galaxies in COSMOS

The Redshift Evolution of Bulges and Disks of Spiral Galaxies in COSMOS Pathways through an Eclectic Universe ASP Conference Series, Vol. 390, c 2008 J. H. Knapen, T. J. Mahoney, and A. Vazdekis, eds. The Redshift Evolution of Bulges and Disks of Spiral Galaxies in COSMOS

More information

Current Status of JINGLE

Current Status of JINGLE Current Status of JINGLE Hwang, Ho Seong (Korea Institute for Advanced Study) Coordinators: Amelie Saintonge (UCL), Mark Sargent (Sussex), Christine Wilson (McMaster), Ting Xiao (Zhejiang), Lihwai Lin

More information

arxiv:astro-ph/ v1 30 Aug 2001

arxiv:astro-ph/ v1 30 Aug 2001 TRACING LUMINOUS AND DARK MATTER WITH THE SLOAN DIGITAL SKY SURVEY J. LOVEDAY 1, for the SDSS collaboration 1 Astronomy Centre, University of Sussex, Falmer, Brighton, BN1 9QJ, England arxiv:astro-ph/18488v1

More information

BAO and Lyman-α with BOSS

BAO and Lyman-α with BOSS BAO and Lyman-α with BOSS Nathalie Palanque-Delabrouille (CEA-Saclay) BAO and Ly-α The SDSS-III/BOSS experiment Current results with BOSS - 3D BAO analysis with QSOs - 1D Ly-α power spectra and ν mass

More information

Galaxy Formation Made Simple thanks to Sloan! Sloan Science Symposium Sandra M. Faber August 1 5,

Galaxy Formation Made Simple thanks to Sloan! Sloan Science Symposium Sandra M. Faber August 1 5, Galaxy Formation Made Simple thanks to Sloan! Sloan Science Symposium Sandra M. Faber August 1 5, 2 0 0 8 Outline of talk Part I: Review of basic galaxy formation Part II: Emerging paradigm: mass sequence

More information

The Masses of Galaxies from the Galaxy-Halo Connection

The Masses of Galaxies from the Galaxy-Halo Connection with Charlie Conroy (Princeton) Peter Behroozi (KIPAC/Stanford) R isa Wechsler The Masses of Galaxies from the Galaxy-Halo Connection The Basic Idea Theory: We now have a reasonable accounting for the

More information

Spectroscopy of M81 Globular Clusters. Julie B. Nantais & John P. Huchra MMT Science Symposium 5/19/10

Spectroscopy of M81 Globular Clusters. Julie B. Nantais & John P. Huchra MMT Science Symposium 5/19/10 Spectroscopy of M81 Globular Clusters Julie B. Nantais & John P. Huchra MMT Science Symposium 5/19/10 Galaxy Formation and Globular Clusters Questions: How did galaxies get to be different? Did all galaxies

More information

the galaxy-halo connection from abundance matching: simplicity and complications

the galaxy-halo connection from abundance matching: simplicity and complications the galaxy-halo connection from abundance matching: simplicity and complications R isa Wechsler with Peter Behroozi, Michael Busha, Rachel Reddick (KIPAC/Stanford) & Charlie Conroy (Harvard/CfA) subhalo

More information

Stellar Population Mass Estimates. Roelof de Jong (STScI AIP) Eric Bell (MPIA Univ. of Michigan)

Stellar Population Mass Estimates. Roelof de Jong (STScI AIP) Eric Bell (MPIA Univ. of Michigan) Stellar Population Mass Estimates Roelof de Jong (STScI AIP) Eric Bell (MPIA Univ. of Michigan) Overview Stellar Mass-to-Light (M/L) ratios from SEDs Comparing different SED fitting techniques Comparing

More information

QSO ABSORPTION LINE STUDIES with the HUBBLE SPACE TELESCOPE

QSO ABSORPTION LINE STUDIES with the HUBBLE SPACE TELESCOPE QSO ABSORPTION LINE STUDIES with the HUBBLE SPACE TELESCOPE COLORADO GROUP: JOHN STOCKE, MIKE SHULL, JAMES GREEN, STEVE PENTON, CHARLES DANFORTH, BRIAN KEENEY Results thus far based on: > 300 QSO ABSORBERS

More information