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Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

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Page 1: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

Clusters and groups of galaxies

Claudia Mendes de Oliveira

Instituto Astronômico e Geofísico

Sao Paulo, Brazil

Page 2: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

Plan of this class Why study clusters of galaxies

A bit of history

Galaxy morphological classification

Local group, Virgo cluster, Coma cluster

Cluster catalogues

Populations of galaxies in nearby clusters

Luminosity functions of galaxies in clusters

cD galaxies

Dwarf galaxies

Cluster kinematics

Some physical processes which can affect galaxies in clusters

Measuring the masses of clusters

Page 3: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

A bit of historyCharles Messier published his famous catalogue of

nebulae in 1784. He noted that: “The constellation of Virgo… is one of

the constellations that contains the greatest number of nebulae”

Other similar concentrations of nebulae were found in the 18th and 19th centuries by the Herschels.

William Herschel (1785) commented on: “That remarkable collection of many hundreds of nebulae which can be seen in what I call the nebulous startum of Coma Berenices”

Other clusters of nebulae were discovered by: Wolf (1902, 1906), Lundmark (1927), Baade (1928), Christie (1929), Hubble and Humason (1931), Shapley (1934)

Page 4: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

Determination of distances

Hubble Constant

Redshift

Page 5: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

Why study clusters of galaxies?

Clusters are the largest objects in the universe to have reached a quasi-equilibrium state.

Clusters provide excellent laboratories to study galaxy formation, evolution and interactions.

Clusters provided the first and best evidence of vast quantities of dark matter in the universe.

Clusters have provided important insights into a wide range of topics, such as high-energy astrophysics, particle physics, cosmology, etc…

Clusters can be used to map the large-scale structure of the universe

Page 6: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

0.5 Mpc

Perseus z=0.018

RXJ0152.7-1357 z=0.83

30 a

rcse

c

10 a

rcm

in

From talk of M.Bergmann Crete 04

Page 7: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

The Coma Cluster

Only 10% of the mass is visible (gas and Only 10% of the mass is visible (gas and stars)stars)

Page 8: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

De Lapparent et al. 1988

Velocidade

d=v/Ho

Lei de Hubble

The Cfa Slice

Page 9: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

Large scale structure – 2dF

Page 10: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

Model – lambda cold dark matter

This image shows the hierarchical clustering in computer Simulation for lambda CDM models. The smallest structures visible are of cluster size. Clusters are still forming today!Many of them may therefore not be virialized.

Page 11: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

Very important

Galaxy clustering is a continuous hierarchy Any attempt to identify individual clusters

requires rather arbitrary and subjective boundaries to be drawn.

There is no unique and unambiguous definition of what constitutes a cluster of galaxies, and thus no single method of identifying them.

For this reason, studies of clusters and their properties depend on the methods used to identify and catalogue them.

Page 12: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

Morphological classification of galaxies

Page 13: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

An irregular galaxy

Page 14: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

A spiral galaxy

Surface brightness profile of M33:

V~31 mag arcsec -2

Ferguson et al. 2004

Page 15: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

Spectrum dominated by the Emission of young stars

Spectrum of a spiral Galaxy with SF

Page 16: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

A lenticular (or S0) galaxy

Page 17: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

Elliptical galaxy

R 1/4

Page 18: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

Spectrum of an old eliptical galaxy, no SF

Through the line indices one can infer ages, metallicities and abundances

Page 19: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

From the talk of H. Kuntschner, Crete Aug 2004

Page 20: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

Merging of two spirals can form an elliptical galaxy

Page 21: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

The Local GroupIt has about 40 member galaxies. But several more dwarf

galaxies may be undetected (particularly behind the Milky Way).

The three main galaxies of the Local Group are our own Milky Way, M31 and M33, all spirals. Most of the galaxies are dwarf galaxies. There are no elliptical galaxies in the Local Group except for M32 (not a typical elliptical).

The total mass of the Local Group is about 5 x 1012 solar masses.

Small groups like the Local Group are the most common type of systems in the Universe

Page 22: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

The Local Group

Majewski et al. (2003)

Page 23: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

The Virgo Cluster

● It is 15 Mpc from Earth

● It has several thousand galaxies

● 70% of galaxies are spirals

● The distribution of galaxies is clumpy

● The LC is infalling towards Virgo

Page 24: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

The Virgo cluster

Page 25: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

The Virgo cluster

Page 26: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

The Coma Cluster● Distance: 70 Mpc

(z=0.02)

● Brightest members are ellipticals

● ~ up to 10000 members

● Best-studied of all clusters

Page 27: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

The Coma Cluster

Coma provided the first evidence of dark matter in clusters

Total cluster mass of 1015 solar masses

Page 28: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

Cluster catalogues

Page 29: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil
Page 30: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil
Page 31: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

Zwicky et al. (1961-1968)

Zwicky catalogued about 10000 clusters by eye Because a less rigorous cluster definition was used, this

catalogue is not as complete or homogeneous as Abell's

Shectman (1985)

An

An automated computer procedure was used to identify 646

clusters from the Lick galaxy survey

Page 32: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

Edinburgh-Durham Cluster Catalog(Lumsden et al. 1992)

An automated procedure based on Abell's cluster definition was used

737 clusters were identified in the southern sky

APM Cluster Catalog (Dalton et al. 1992)An

– A different automated procedure was used– Galaxies were counted within r=0.075 h-1 Mpc– Different magnitude range– 220 clusters were cataloued

2dF and SDSS cluster surveys - several

Page 33: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

X-ray galaxy cluster surveysBCS, XBCS, REFLEX, EMSS, PSPC SHARC, WARPS, MACS

An

Page 34: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

Flux limits of X-ray cluster catalogues

Ebeling et al. 2001Ebeling et al. 2001

Page 35: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

Observations of galaxies in clusters - Richness

Richness is a measure of the total number of galaxies that belong to a cluster.

“Rich” vs. “Poor” cluster It is very difficult to determine the total galaxy

populations of a cluster because: 1) it depends on the mag. limit to which one counts 2) clusters don't have clear boundaries 3) There is contamination from foreground and

background galaxies

Page 36: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

➔ Density Profiles

Density profiles provide information on the radial mass distribution, which can be related to theories of cluster formation.

Page 37: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

➔ Density Profiles

Wiggles in the profile suggest substructure is present.

Page 38: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

➔ Density Profiles

Several different functional forms have been proposed to describe density profiles. Often more than one can fit the data.

(r) = r(power – law profile)

(r) = exp [-7.67(r/re) ¼] (de Vaucouleurs

profile)

(r) = [1+(r/rc)](Hubble profile)

(r) = o[1+(r/r

c) 2](King profile)

Page 39: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

Observations of galaxies in clusters – Galaxy distribution

Galaxy distributions in clusters show a wide range of morphologies, from smooth centrally-condensed to clumpy with no well-defined centroid.

Many clusters are very elongated.

Page 40: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

Substructures Many clusters ( about 50% or more) show substructure Dynamical evolution will rapidly erase substructure.

Therefore its prevalence indicates that many clusters have formed fairly recently.

If clusters are dynamicaly young, they may still carry clues about their initial conditions at the time of formation.

Page 41: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

Observations of galaxies in clusters – Galaxy populations

The mixture of different galaxy types varies widely from cluster to cluster

Poor clusters have a greater fraction of S and Irr. Rich clusters have a greater percentage of elliptical galaxies.

Page 42: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

Morphology – density relation

Galaxy type correlates with density; ellipticals are found preferentially in high-density regions

Page 43: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

Morphology clustercentric-distance relation

Galaxy type correlates with position; ellipticals are found preferentially near the cluster center.

Whitmore et al. 93

Page 44: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

The colour-magnitude diagram

● Clusters present the red-sequence, at low and intermediate redshifts

(Ell

is e

t al;

Kod

ama

et a

l; G

ladd

ers

et a

l)

magnitude

colo

r

Page 45: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

Implications of the Color-magnitude relation of clusters

Lopez-Cruz et al. (2004) studied the CMR for 57 X-ray detected Abell clusters

“ Models that explain the CMR in terms of metallicity and passive evolution can naturally reproduce the observed behavior of the CMRs studied”

“The observed properties of the CMR are consistent with models in which the last episode of strong star formation in […] early-type galaxies in clusters were formed more than 7 Gyg ago”

Page 46: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

The luminosity function of galaxies in clusters

● Count number of galaxies in each bin of magnitudes

Page 47: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

The luminosity function of galaxies in clusters

Page 48: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

The luminosity function of galaxies in clusters

Page 49: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

The luminosity function of galaxies in clusters

The luminosity function is usually well-described by a Schechter form:

Where (L)= t he number of galaxieswith luminosities L to L+dLL* = 1 x 1010 h-2 solar luminosities

= -1.0 to -1.5

= 0.03 h3 Mpc-3

Page 50: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

The luminosity function of galaxies in clusters

The Schechter function, in terms of magnitudes is:

Page 51: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

➔ Luminosity function

What are M* and ?

The value of indicates the dwarf content of the cluster

For steep faint-end, < -1 , the system is rich in dwarfs

For a flat faint-end = -1

For a declining faint-end > -1, few dwarfs

M* is the knee of the function at the bright end

Page 52: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

The Coma cluster LF – Berstein et al. 1995

Page 53: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

Coma Luminosity function Mobasher et al. (2003)Over 700 galaxies with measured redshifts down to MB=-16They find a flat luminosity function with alpha of approx. -1

Page 54: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

LF for Coma galaxies Faint end is steeper if red galaxies are selected

Mosbaher et al. 2003

Page 55: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

LF for Virgo galaxies Faint end with =- -2 (Phillips et al. 1998) not

confirmed by more recent studies

Trentham et al. 2002

= -1.6

Page 56: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

Moore et al. 1999

The Cold Dark Matter´s Small Scale CrisisThe Cold Dark Matter´s Small Scale Crisis

Page 57: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

cD galaxiescDs are the largest galaxies in the universe, surrounded by

faint envelopes which may extend for many hundreds of kpc.

They are found in the centers of clusters and of a few groups

They may have formed by galaxy canibalism or by accretion of tidally-stripped material from other galaxies

cD galaxies are often oriented in the same direction as the major axis of the cluster in which they reside

Originally studied to determine cosmological parameters (e.g. Sandage et al. 1972) and measure large-scale streaming motions (e.g. Lauer and Postman 1994).

Page 58: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

cD galaxies

Page 59: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

cD galaxies

Page 60: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

● Monolithic collapse models predict that these galaxies formed first at very high redshift and have passively evolved since.

● Hierarchical models predict that these most massive galaxies should have assembled their stellar mass most recently.

● Therefore, the differences in the predictions of these models should be most apparent in these, most massive galaxies.

Page 61: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

Brough et al. (2005) studied a sample of BCGs from x-ray cluster samples. Their results are:

• BCGs in high X-ray luminosity clusters assembled their stellar mass at z>1 and have been passively evolving since.

• BCGs in low X-ray luminosity clusters have assembled more recently and have been undergoing significant mass evolution since z~1.

• BCG profiles not consistent with those of normal cluster elliptical galaxies.

Page 62: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

Dwarf galaxies

dE/dSp galaxies are the most abundant type in the universe. The ratio of dwarf/giant galaxies increases from field to group

and to rich cluster. In the cores of clusters, dSphs may be easily destroyed by the

mean tidal field of the cluster.

Page 63: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

Dwarf galaxies

Page 64: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

Milky way dwarfs at the distance of the Virgo cluster

Page 65: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

Cluster kinematics – known long ago…

In a cluster of galaxies the only important force acting between the galaxies is gravitation. It is the pulling of the galaxies on each other that gives rise to their velocities. The more mass in the cluster, the greater the forces acting on each galaxy (the higher the relative velocities).

If the velocity of a given galaxy is too large, it will be able to escape the cluster. Therefore, by knowing that all of the galaxies have velocities of less than the escape velocity, one can estimate the total mass of a cluster.

In the 30’s, Zwicky and Smith examined the individual galaxies making up two nearby clusters (Coma and Virgo). What they found is that the velocities of the galaxies were about a factor of ten to one hundred larger than they expected.

Page 66: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

Clusters are not static systems. Their galaxy populations are in contant motion.

The speed of galaxies in clusters is characterised by the line-of-sight velocity dispersion

If the galaxy orbits are isotropic, then:

Cluster kinematics

Page 67: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

Cluster kinematics

Velocity DistributionIn the ComaCluster (552 Velocities)

Coless and Dunn (1996)

Page 68: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

The shape of the velocity distribution gives information about the dynamical state of the cluster.

Significant deviations from Gaussian may indicate non-isotropic orbits or subclustering.

These can be measured from moments of the velocity distribution.

1st moment = <v> 2nd moment =

Cluster kinematics

3rd moment = 4th moment =

Page 69: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

In practice, many hundreds of velocities must be measured before we can really understand cluster dynamics!

Contamination from foreground/background galaxies is a big problem.

Cluster kinematics

Page 70: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

A self-gravitating system in a steady-state will satisfy the virial theorem: 2T+U=0, where T=kinetic energy and U=potential energy. Hence,

How to weigh a cluster of galaxies:

the Virial Theorem

Page 71: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

The observed cluster mass function (Girardi et al. 1998):

Substructure has only a minor effect on virial masses

Page 72: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

Physical processes which can affect galaxies in clusters

Page 73: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

Physical processes affecting cluster galaxies

Ram pressure stripping (Gunn and Gott 1972, Quilis et al. 2000)

Tidal effects, mergers and accretion (Toomre and Toomre 1972, Bekki 2001, Aguerri et al. 2001)

Harassment (Moore et al. 1996, Mastropietro et al. 2004) – Transformation of a late-type spiral galaxy into a dwarf galaxy through interactions between cluster galaxies and with the gravitational cluster potential

Page 74: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

Interaction of a galaxy with the cluster environment

● Gravitational interaction galaxy - cluster

● Gravitational interaction galaxy - galaxy

● Ram pressure galaxy ISM – intracluster medium (ICM) (Kenney et al. 1995)

(Böhringer et al. 1994)

(Kenney et al. 2004)

Page 75: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

3 Mpc

NGC4522

(Cayatte et al. 1990)

Star forming ring around an interacting galaxy

Page 76: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

3 Mpc

NGC4522

(Cayatte et al. 1990)

Spiral galaxies in the Virgo cluster

Page 77: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

NGC 4438

Color: optical B bandSpectra: IRAM 30m CO(1-0)

(Kenney et al. 1995) (Vollmer et al. 2004)

Page 78: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

NGC 4438

Grey: gas Contours: stars

Page 79: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil
Page 80: Clusters and groups of galaxies Claudia Mendes de Oliveira Instituto Astronômico e Geofísico Sao Paulo, Brazil

Clusters of galaxies are a very diverse class of objects Many (50% or more) of clusters show significant

substructure in their galaxy distributions. Galaxy populations span an enormous range of

luminosities and morphological mixtures. Galaxy populations may have evolved significantly over the last few billion years.

The distribution of galaxy velocities can provide information on the dynamical state of a cluster.

Cluster masses can be measured from the virial theorem. Cluster masses range from 1013-1015 solar masses. Galaxies account for only 5-10% of this mass, and hence most of the cluster mass must be dark.

Summary