 
  
 
   
 
  
 
 
| 1 : Preliminaries | 6 : Dynamics I | 11 : Star Formation | 16 : Cosmology | 
| 2 : Morphology | 7 : Ellipticals | 12 : Interactions | 17 : Structure Growth | 
| 3 : Surveys | 8 : Dynamics II | 13 : Groups & Clusters | 18 : Galaxy Formation | 
| 4 : Lum. Functions | 9 : Gas & Dust | 14 : Nuclei & BHs | 19 : Reionization & IGM | 
| 5 : Spirals | 10 : Populations | 15 : AGNs & Quasars | 20 : Dark Matter | 
|           | 
 1 - 3 Mpc :
 1 - 3 Mpc :  they are the largest virialized structures in 
the Universe  (ie
    they are the largest virialized structures in 
the Universe  (ie     KE  
 KE  
 ½
    ½  PE ) 
[movie 38Mb!]
 PE ) 
[movie 38Mb!]
 108
yr    <<<    tHubble
    108
yr    <<<    tHubble  109
yr    <<    tHubble
    109
yr    <<    tHubble  1010.5
yr    >    tHubble
    1010.5
yr    >    tHubble 
Note that clusters are not necessarily the largest bound structures
in the universe 
 superclusters may be bound, but 
haven't yet turned around and virialized.
    superclusters may be bound, but 
haven't yet turned around and virialized.
 a cluster is probably a representative
sample of the Universe
    a cluster is probably a representative
sample of the Universe 
So a measurement in clusters can be scaled up to derive     matter    for the universe
matter    for the universe
 Ongoing  heirarchical assembly : small 
things merge to make bigger things, on  all scales.
    Ongoing  heirarchical assembly : small 
things merge to make bigger things, on  all scales. 
 Clusters continue to grow
 (and form), even today
    Clusters continue to grow
 (and form), even today 
 groups
    groups      clusters
    clusters     superclusters
    superclusters     large scale
structure
    large scale
structure

 / <
 / < >
>  103 :
 103 : 
 102 large galaxies;
102 large galaxies;  103 total galaxies [image - Coma]
103 total galaxies [image - Coma] 103 km/s    [image]
103 km/s    [image]
 1% sky) diffuse light (distinct from
cD halo light)
1% sky) diffuse light (distinct from
cD halo light)  10-50% total galaxy light (in rich 
clusters; much less in poor clusters)
10-50% total galaxy light (in rich 
clusters; much less in poor clusters)
 107-8K
 107-8K     X-ray emitter
    X-ray emitter  10-3 cm-3
 10-3 cm-3  1043-46 erg/s
 1043-46 erg/s     10-2 - 10-4 Lopt
 10-2 - 10-4 Lopt  5 × Mgals
 5 × Mgals  0.3 Z
 0.3 Z 
    enriched : not all primordial
    enriched : not all primordial
 4 × Mgas + gals
 4 × Mgas + gals
 "complete catalog" 
(adding : 800 >
    "complete catalog" 
(adding : 800 >  < 1200 km/s eliminates
< 1200 km/s eliminates  10% 
superpositions)
10% 
superpositions)  "incomplete catalog"
(1030 clusters, Richness class 0)
    "incomplete catalog"
(1030 clusters, Richness class 0)  rarely used compared to Abell's lists
    rarely used compared to Abell's lists
 X-ray emission is an effective way to find relaxed clusters
    X-ray emission is an effective way to find relaxed clusters  n2, we have
 n2, we have  no forground X-ray emission (though smooth X-ray background)
 no forground X-ray emission (though smooth X-ray background)  problems of spurious identification 
from superposition is greatly reduced compared to optical surveys.
    problems of spurious identification 
from superposition is greatly reduced compared to optical surveys.  X-ray surveys may be the best way to identify (rich) high-z clusters
    X-ray surveys may be the best way to identify (rich) high-z clusters 0.05 - 0.55)
 0.05 - 0.55)  1)
 1) 
 statistically detectable
    statistically detectable 
 so concentrations of faint red objects should yield high-z clusters
     so concentrations of faint red objects should yield high-z clusters 
| BM I | single central dominant cD galaxy | (eg A 2199) | 
| BM II | several bright galaxies between cD and gE | (eg Coma) | 
| BM III | no dominant galaxy | (eg Hercules) | 
|  | dominated by a single cD galaxy | (eg A 2029) | 
|  | dominated by a bright binary | (eg Coma) | 
|  | line of several bright galaxies | (eg Perseus) | 
|  | core of > 4 bright galaxies | (eg A 2065) | 
|  | flattened distribution | (eg A 1291) | 
|  | irregular with no center | (eg Hercules) | 
 II
    II     III
    III  B
    B     L
    L     C
    C     F
    F     I
    I
 Spiral
Poor
    Spiral
Poor      Spiral rich
    Spiral rich  Intermediate
    Intermediate
     Irregular
    Irregular  intermediate
    intermediate
     low
    low
Here is a more specific table (condensed from Bahcall's entry in Allen's AQ)
| Property/Class | Regular | Intermediate | Irregular | 
| Zwicky type | Compact | Medium-Compact | Open | 
| Bautz-Morgan type | I, I-II, II | (II), II-III | (II-III), III | 
| Rood-Sastry type | cD,B, (L,C) | (L),(F),(C) | (F), I | 
| Content | Elliptical-rich | Spiral-poor | Spiral-rich | 
| E:S0:S ratio | 3:4:2 | 1:4:2 | 1:2:3 | 
| Symmetry | Spherical | Intermediate | Irregular shape | 
| Central concentration | High | Moderate | Very little | 
| Central profile | Steep | Intermediate | Flat | 
| Mass segregation ? | Marginal | Marginal | None | 
| Radio detection ? |  50% |  50% |  20% | 
| X-ray luminosity | High | Intermediate | Low | 
| Examples | A2199, Coma | A194, A539 | Virgo, A1228 | 
It is very likely that this sequence reflects, at least in part,
stages in cluster evolution : 
most evolved      intermediate
    intermediate
     least evolved
    least evolved 
Stated slightly differently : given a few Gyr, Hercules will resemble Coma 
of course, more clusters like Hercules will form out of yet lower density 
regions.
 R /
    
R /  
      
109 yr × RMpc /
  
109 yr × RMpc /  1000
1000 
So, for clusters that formed at z  1, galaxies
might have experienced a few orbits
 1, galaxies
might have experienced a few orbits 
(don't forget, though, many (spiral) galaxies may be falling in for the 
first time)
 few (2-5)
× tcross
    few (2-5)
× tcross      (2-5) × 109 yr × RMpc
    
(2-5) × 109 yr × RMpc  1000-1
1000-1 
Given the observed range in cluster properties (R,  , and possibly age) :
, and possibly age) : 
we expect (and find) a significant range in relaxation :  
quite unrelaxed     well relaxed.
    well relaxed.
t2-body     tcross N / 6 ln N
    tcross N / 6 ln N 
where N is the total number of interacting bodies in the system. 
This gives  3 × 109 yr (Table
in 8.9.b) which is quite short
 3 × 109 yr (Table
in 8.9.b) which is quite short 
However : lets not forget the Dark Matter --- how does this change things ? 
When we have a background medium, the 2-body and dynamical friction
processes get entwined. 
The timescale for significant energy loss becomes : 
trelax     tcross N / 
fg 6 ln N
    tcross N / 
fg 6 ln N 
where fg is the fraction of mass in galaxies ( 0.1) and N is the total number of galaxies
 0.1) and N is the total number of galaxies 
For individual galaxies we get trelax  1011-12 yr while for subgroups (3-30 galaxies) this becomes 
109-11 yr
 
1011-12 yr while for subgroups (3-30 galaxies) this becomes 
109-11 yr
So relaxation is generally not significant for most galaxies 
However, for subgroups or galaxies near the center, some relaxation is
expected 
Dont forget, this kind of relaxation leads to equipartition (in energy), so
massive galaxies will settle 
Although massive galaxies are often found in cluster cores, 
it is unclear if this is due to relaxation or merging.
 intermediate (eg flat/linear)
    
intermediate (eg flat/linear)      
circular/concentrated
  
circular/concentrated
 clusters are prolate 
or triaxial
    clusters are prolate 
or triaxial  richer clusters are less elongated
    richer clusters are less elongated
 (R)
(R)  (R) :
(R) :  (R) using :
(R) using :  (0)
(0) 
From rich     sparse :
    sparse : 
 (0) decreases (by definition !)
(0) decreases (by definition !)  outer spirals not yet crossed cluster
    outer spirals not yet crossed cluster  radial orbits, infalling for first time ?
    radial orbits, infalling for first time ? cluster continues to be constructed
    cluster continues to be constructed
A more theoretical approach can be adopted : 
Analytically  :
 (r) with  :
(r) with  :
 flat core, core radius, & steep r-2 envelope
flat core, core radius, & steep r-2 envelope 
 (r) =
(r) =  (0) [1 + (r/rc)2]-3/2
(0) [1 + (r/rc)2]-3/2  
 (R)
(R)     R¼ deVaucouleurs law
   R¼ deVaucouleurs law 
 exp(-v2 / 2
 
   exp(-v2 / 2 2 )
2 )  is an important parameter and measures the 
potential depth (as it does in galaxies).
 is an important parameter and measures the 
potential depth (as it does in galaxies).  or velocity space,
 or velocity space,  
  there are often close pairs &/or small sub-groups with similar velocities
    there are often close pairs &/or small sub-groups with similar velocities
 
We conclude : 
 Clusters continue to be assembled (via
heirarchical merging)
    Clusters continue to be assembled (via
heirarchical merging) 
 Relaxation is not yet complete
in many/most clusters.
    Relaxation is not yet complete
in many/most clusters.
Lets look more closely at this topic.
 (a) Early Work at Low Redshift 
| Type: | cD | E+S0 | S+I | 
| Rich clusters | 93 | 56 | 38 | 
| Poor clusters | 6 | 20 | 14 | 
| Field | < 6 | < 24 | 48 | 
Recall : the cluster LF can be constructed by combining 
the LFs for each galaxy type 
Ellipticals : Gaussian skewed to high luminosities 
Spirals and S0s : Gaussian 
dE's : Schechter function with steep slope 
dSp/dIrr : Schechter function with shallower slope 
For increasing densities : 
 the contribution of Es, S0s and dEs increases
    the contribution of Es, S0s and dEs increases  the contribution of Spirals and dIrr decreases.
    the contribution of Spirals and dIrr decreases.
 10×L*  
which is unusually bright
    10×L*  
which is unusually bright  cD galaxies have a qualitative different 
formation history than other cluster galaxies
    cD galaxies have a qualitative different 
formation history than other cluster galaxies
 they lie at the cluster center of gravity
    they lie at the cluster center of gravity
 halo contains stars in the cluster potential
    halo contains stars in the cluster potential
 occurred earlier ??
    occurred earlier ??
 emission from 
hot hydrostatic gaseous "atmosphere"    :    (107-8K)
    emission from 
hot hydrostatic gaseous "atmosphere"    :    (107-8K)
 acceleration
    acceleration
    EM radiation (photons)
    EM radiation (photons)  
      flat
spectrum
 flat
spectrum     Fourier Transform of 
delta function)
    Fourier Transform of 
delta function) 

 =  
10-11 T-½ exp(-E/kT) ne nZ
Z2 g(E)    erg/s/cm3/erg
    =  
10-11 T-½ exp(-E/kT) ne nZ
Z2 g(E)    erg/s/cm3/erg 
g(E)  ln T/E    for E << kT
 ln T/E    for E << kT 
g(E)  (E/kT)-0.4    for E
 (E/kT)-0.4    for E  kT
 kT 
for several ions, replace ne nZZ2 by
 ne nZZ2
 ne nZZ2 
For cosmic abundances, integrate over energy to get :
 =    2.4×10-27  
T½ ne2       erg/s/cm3
    =    2.4×10-27  
T½ ne2       erg/s/cm3 
Ltot     10-23
erg/s ×
    10-23
erg/s ×  ne2dV     
for T
 ne2dV     
for T     5×107K  
    5×107K  
 7 keV
    7 keV
Note : emissivity  ne2
 ne2
     weights dense regions strongly
    weights dense regions strongly 
      strong cooling in core
    strong cooling in core
 Temperature 
   =    2 - 30 × 107K (ave : 7×:107K
    Temperature 
   =    2 - 30 × 107K (ave : 7×:107K    
 7 keV)
    7 keV)  ne    =  
10-4 - 10-1 cm-3 (ave : 10-3 cm-3)
    ne    =  
10-4 - 10-1 cm-3 (ave : 10-3 cm-3)  Mass    =  
0.2 - 5 × 1014 M
    Mass    =  
0.2 - 5 × 1014 M (ave    =    1014 M
   (ave    =    1014 M )
) 
Mgas     Mgals    (groups) 
    increasing to    Mgas
    Mgals    (groups) 
    increasing to    Mgas     7 Mgals (rich clusters)
    7 Mgals (rich clusters) 
On average : 
 5 Mgals
    5 Mgals
       ICM significantly outweighs 
galaxies !
    ICM significantly outweighs 
galaxies !  1/3 
Mtot
    1/3 
Mtot     however, dark matter
still dominates overall
    however, dark matter
still dominates overall
 mp
       mp
 
           
 T
    
T     7×107 K
    7×107 K  ½ mpVgal2
    ½ mpVgal2      
T
  
T     7×107 K
    7×107 K 
Using abundances (see below) it seems that both contribute : 
 
     80% 
primordial infall,
80% 
primordial infall,  20% ejected from galaxies
20% ejected from galaxies
tcool    =    3 Ne k T /  =    1011 Ne-1 T½    sec
   =    2.7×1010 Ne,3-1 T7½    yr
   =    1011 Ne-1 T½    sec
   =    2.7×1010 Ne,3-1 T7½    yr 
This is longer than tHubble except, possibly, at the center. 
 the gas remains hot, even with 
no additional heating
    the gas remains hot, even with 
no additional heating 
  
103 km/s
  
103 km/s     Vgals
    Vgals 109 years    <<    1010 years
    109 years    <<    1010 years
 the atmosphere can adjust to the potential 
and achieve equilibrium
    the atmosphere can adjust to the potential 
and achieve equilibrium 
 we have a hydrostatic atmosphere
    we have a hydrostatic atmosphere  
 gas(r) and Tgas(r) ?
gas(r) and Tgas(r) ? 
 gas
      and       
Pgas    =    nkT    =
gas
      and       
Pgas    =    nkT    =    
 gas kT /
gas kT /  mp
mp
Which together give :
 gas) d
gas) d  gas(kT/µmp) / dr    =    
- GM(<r) / r2
gas(kT/µmp) / dr    =    
- GM(<r) / r2
Obviously, we can view this in two ways :
 gas and Tgas we can 
derive M(r)
gas and Tgas we can 
derive M(r)     ultimately very important (§11)
    ultimately very important (§11)  gas(r)
gas(r)   
 : the galaxies
 : the galaxies  collisionless
they obey an equivalent equation (T8.8.c.i eq 8.37b)
collisionless
they obey an equivalent equation (T8.8.c.i eq 8.37b)
 gal) d (
gal) d (  gal
gal r,gal2 ) / dr    +  
2
r,gal2 ) / dr    +  
2  
  r,gal / r
   =    - GM(<r) / r2
r,gal / r
   =    - GM(<r) / r2
(Here,  referes to orbit anisotropy and
 referes to orbit anisotropy and   r,gal is the radial galaxy dispersion)
r,gal is the radial galaxy dispersion) 
notice that in both these equations we do not assume that either 
 gal or
gal or  gas define the potential
gas define the potential 
(they dont, the dark matter does) 
The gas and galaxies do, however, sample the same potential 
 =    0,    so
    
=    0,    so    
 r,gal
r,gal     
      gal
gal
 gal 
   =    
const
gal 
   =    
const
Notice that we do not assume Tgas = Tgals 
Since Tgas  Tgals we expect 
a different (but still isothermal) profile for the gas.
 Tgals we expect 
a different (but still isothermal) profile for the gas. 
Combining the hydrostatic fluid and stellar equations, we get :
 
    
       (13.1) 
 
from which we see :
 gas
gas     
     gal
gal with
      with     =
    =    
 gal2 / (kT/µmp)
   =    Tgal / Tgas
gal2 / (kT/µmp)
   =    Tgal / Tgas
Here  refers to Tgal / Tgas (and should not be confused with the anisotropy
parameter)
 refers to Tgal / Tgas (and should not be confused with the anisotropy
parameter)
 and test 
the various assumptions.
 and test 
the various assumptions.  gas(r) and
gas(r) and  gal(r)
gal(r) 
 gal
not constant
gal
not constant
 gal
gal      
(1    +    (r / rc)2 ) -3/2
  
(1    +    (r / rc)2 ) -3/2
 gas
gas      
(1    +    (r / rc)2 ) (-3/2)
  
(1    +    (r / rc)2 ) (-3/2) 
  
it does not fit the isothermal r-2 profile at large radii, but
  
it does not fit the isothermal r-2 profile at large radii, but  
it does fit the general isothermal profile within a few core radii.
  
it does fit the general isothermal profile within a few core radii. 
Fits yeild  
     0.7 (rich clusters)
 0.7 (rich clusters) 
    
     0.4 (less rich clusters)
 0.4 (less rich clusters) 
giving halo gas density gradients    r-1    (rich clusters)     r-0.7    (less rich clusters)
    
r-0.7    (less rich clusters)
 
     -1
-1
    1.5 (rich)
     1.5 (rich) 
    2 (less rich)
    2 (less rich)
  
It seems the gas is hotter than the galaxies,
  
It seems the gas is hotter than the galaxies, 
  
the temperature difference is greater for shallower potentials.
  
the temperature difference is greater for shallower potentials.
These results are also supported by (spectroscopic) 
measurements of Tgas
conclusion : There is a non-gravitational source of heating for the ICM.
What is it ?         not yet known
    not yet known 
Possibilities include :
 gas retained in deeper potentials
    gas retained in deeper potentials
 greater loss of primordial gas
    greater loss of primordial gas
 K,L)
 K,L)
 5 - 10) resolution elements
 5 - 10) resolution elements  slope and absorbing column (confirms
Bremms)
    slope and absorbing column (confirms
Bremms) 
 gas is 
collisionally ionized (& in LTE)
    gas is 
collisionally ionized (& in LTE)  cooling flows (see below)
    
cooling flows (see below)
 ???
    ???
 1/3 Z
    1/3 Z 
  origin of metals is galactic winds
     origin of metals is galactic winds
 MZ(gals)    
which is quite remarkable,    (MZ means total mass of metals)
    MZ(gals)    
which is quite remarkable,    (MZ means total mass of metals)  the ICM gas has experienced as much
toal processing as all the galaxies.
    the ICM gas has experienced as much
toal processing as all the galaxies.  galaxies lose a significant fraction of their
initial gas (
    galaxies lose a significant fraction of their
initial gas ( 30% - 50%) in winds
30% - 50%) in winds
  
3 - 5 × Mgals
  
3 - 5 × Mgals  early SN fraction higher than today
      
ie flatter IMF
    early SN fraction higher than today
      
ie flatter IMF  more SN per M
    more SN per M SF
 SF  only part of the ICM originates as winds :
    only part of the ICM originates as winds :  
     20% ejected
from galaxies
 20% ejected
from galaxies  
     80% primordial
 80% primordial
 most metals come from Type II SN (massive 
star core collapse)
    most metals come from Type II SN (massive 
star core collapse)
 lost some of their initial Type II
ejecta
    lost some of their initial Type II
ejecta  ongoing input from Type Ia which is retained
    ongoing input from Type Ia which is retained
 
  
 2    &    tcool
 2    &    tcool
    
     kT/µmp
 kT/µmp we have    
tcool
    we have    
tcool     
     -1
-1  ) to have
shortest tcool 
) to have
shortest tcool   
     2/3 clusters
have tcool
 2/3 clusters
have tcool  1010 yr at 100 kpc       and     
tcool
 1010 yr at 100 kpc       and     
tcool  109 yr at 10 kpc
 109 yr at 10 kpc this is quite a small region    :    R
    this is quite a small region    :    R     10% Abell Radius (2-3 × cD
radius)
 10% Abell Radius (2-3 × cD
radius)  if the density profile doesn't
rise steeply (eg affected by merger) then won't get rapid cooling
    if the density profile doesn't
rise steeply (eg affected by merger) then won't get rapid cooling  given rapid cooling, get 
LX (cooling flow)
    given rapid cooling, get 
LX (cooling flow)     10% - 40% LX(total)
    10% - 40% LX(total) 
 T decreases
    T decreases
    
     increases
(P
 increases
(P  
     × T )
 × T ) 1 keV    ;    Touter
    
1 keV    ;    Touter     5 keV  
    
5 keV  
 gas(r),    LX(r)    &    
TX(r) gives the deposition rate of cool gas    M(dot)(<r)
gas(r),    LX(r)    &    
TX(r) gives the deposition rate of cool gas    M(dot)(<r)  one can show that M(dot)(<r)
    one can show that M(dot)(<r)     r    with M(dot)total
    r    with M(dot)total  10 - 1000
M
 10 - 1000
M yr-1
 yr-1     this is comparable to star formation rates
in SB
     this is comparable to star formation rates
in SB  LIG
 LIG  ULIG starbursts !    (see Topic 11)
 ULIG starbursts !    (see Topic 11)  integrated over 5 Gyr
     integrated over 5 Gyr     5 × 1010-12 M
    5 × 1010-12 M 
   could contribute significantly
to the central (gE or cD) galaxy !
     could contribute significantly
to the central (gE or cD) galaxy !
 106 / 103 yr  
 106 / 103 yr  
 T
    T  3 - 30 K
 3 - 30 K  low mass stars ?
    low mass stars ?  dense clouds fall through the ICM 
& merge  
    dense clouds fall through the ICM 
& merge  
 high mass stars
    high mass stars  H
    H filaments
are common (
 filaments
are common ( 50%)
50%)  >> recombinations from M(dot)
 >> recombinations from M(dot) 
 <v2> =
      <v2> =  GMclus / 
Rclus     
(
 GMclus / 
Rclus     
( 
    1 depending 
on orbit geometry)
   1 depending 
on orbit geometry)
Zwicky (1933) was the first to apply this (to Coma) and recognised that Mclus >>
 Mgals
 Mgals    
at the time, interpretation was unclear since it was not known if clusters were 
in gravitational equilibrium 
The result was controversial until the 1970s when evidence for dark matter began
to build 
Today, Zwicky's approach has been vindicated, though there are still some caveats :
 is not well known;
cf Topic 13 measuring BH masses)
 is not well known;
cf Topic 13 measuring BH masses)
 gas) d Pgas / dr    
=    - GM(<r) / r2
gas) d Pgas / dr    
=    - GM(<r) / r2 
 gas(r)          from X-ray images
(eg ROSAT; XMM; Chandra)
gas(r)          from X-ray images
(eg ROSAT; XMM; Chandra) 
This method also has some caveats : 
  
projected, total mass density :
  
projected, total mass density :       
 tot
   =
tot
   =     
  tot dl
tot dl
There are two rather different regimes :
 they appear as
small arcs or arclets (figure)
    they appear as
small arcs or arclets (figure) 
In addition to being distorted, the galaxies are also slightly brighter. 
 the surface number density
at different magnitudes can yield similar information.
     the surface number density
at different magnitudes can yield similar information.
Naturally, there is a range of cluster masses found 
Here is the cluster mass function : 
 
 
Total masses range over    1014 - 1015 
M with fewer of higher mass
 with fewer of higher mass
More important are mass ratios :  Mtot is typically     
4 × Mgas + gals
  
4 × Mgas + gals 
Comparing the mass to the galaxy light : (M / LB)     200 M
    200 M / 
LB,
 / 
LB, 
 
this is much larger than the optical part of 
individual galaxies (1-10 depending on type) 
This provides some of the strongest evidence for Dark Matter.
Oort (1958) first suggested that cluster M/L ratios were representative of
the Universe as  a whole 
Using a total galaxy luminosity density and a typical cluster M/L ratio we find
     matter
matter     0.2
   0.2 
If the gas and galaxies comprise all the baryonic matter
in the cluster, we then expect  baryons
baryons      
0.06
  
0.06 
which is nicely consistent with the value from cosmic nucleosynthesis.
As you probably know, a variety of methods have established that we are in
a flat universe, with : 
 total
total     1    which itself comprises  
    1    which itself comprises  
 vacuum
vacuum  0.7;
    0.7;
       matter
matter 
 0.3 ;
    0.3 ;        baryons
baryons 
 0.04
    0.04 
Clusters have played an important role in establishing these cosmological numbers
 
  
 
   
 
  
