So far we have only considered
radio-emitting plasmas that are not
moving relativistically with respect to the observer. Bright
radio-source components
are often seen to move with apparent transverse velocities
several times the speed of light. This illusion of superluminal
velocities can occur if the components are moving
obliquely
toward
the observer with relativistic speeds, as shown in the diagram below.

Suppose the radio-emitting component
is moving toward the observer with constant speed
$v = \beta c$ at an angle $\theta$ from the line of sight. Consider two
"events" in the moving component, the first occurring a distance $r$
from the observer at time $t = 0$, and the second at time $t$.
Radiation from the first and second events will be received at times
$$t_1 = r/c,$$
and
$$t_2 = {r - vt\cos\theta \over c} + t~,$$
respectively. The apparent transverse velocity of the moving
component is the actual transverse distance covered in time $t$ divided
by the
apparent time interval $(t_2 - t_1)$:
$$v_\bot{\rm (apparent)} = {v t \sin
\theta \over t_2 - t_1}$$ $$v_\bot{\rm (apparent)} = { v t \sin \theta
\over t (1 - v \cos \theta / c) } $$
$$\bbox[border:3px blue solid,7pt]{\beta_\bot{\rm (apparent)} = {\beta
\sin \theta \over 1 - \beta
\cos\theta}}\rlap{\quad \rm {(5F1)}}$$
Example: A sequence of VLBI (Very Long
Baseline Interfereometry) observations of the radio jet near the core
of the quasar 3C 279 shows an apparently superluminal motion of 25
light
years in 7 years: $\beta_\bot{\rm (apparent)} \approx 3.6$.

Apparently
superluminal motion of
the radio components in the quasar 3C 279.
The bright component at the left is taken to be the fixed radio
core, and the bright spot at the right appears to move 25 light
years on the plane of the sky between 1991 and 1998. Image
credit
What is the minimum value of $\beta$
consistent with these observations? What is the corresponding $\theta$?
$$\beta\gamma = {\beta \over (1 - \beta^2)^{1/2}} \geq 3.6$$
so
$${\beta^2 \over 1 - \beta^2} \geq 13.0$$
$$\beta \geq \biggl({13.0 \over 14.0}\biggr)^{1/2} \approx 0.96$$
The corresponding $\theta$ is given by
$$\cos \theta = \beta \approx 0.96$$
$$ \theta \approx 0.28 {\rm ~rad} \approx 16^\circ ~.$$
The relativistic Doppler formula
obtained during our analysis of inverse-Compton radiation relates the
frequency $\nu'$ emitted in the component frame to the observed
frequency $\nu$. Note that we have increased $\theta$ by $\pi$ radians
in the current analysis by calling it the angle between the
line-of-sight and the velocity of an approaching component, so
$$\nu = {\nu' \over \gamma(1 - \beta \cos\theta)}~,$$
where $\theta =
0$ corresponds to a radio component moving directly toward the
observer. The quantity
$$\delta \equiv [\gamma(1 - \beta \cos
\theta)]^{-1} = {\nu \over \nu'}$$ is called the
Doppler factor.
If $\theta = \pi /2$, relativity predicts a
transverse Doppler
shift
$$\bbox[border:3px blue solid,7pt]{ \delta = {\nu \over \nu'} =
\gamma^{-1}}\rlap{\quad \rm {(5F5)}}$$
that has no
nonrelativistic counterpart because the source has no component of
velocity along the line of sight. It exists only because moving clocks
run slower by a factor $\gamma$ according to the Lorentz transform. The
Doppler factors associated with a given source speed $\beta$ range from
$$\delta \geq (2 \gamma)^{-1}$$
for directly receding ($\theta =
\pi$ rad) sources to
$$\delta \leq 2 \gamma$$
for directly approaching
($\theta = 0$) sources.
The observed flux density $S$ from a
relativistically moving component emitting isotropically in its rest
frame depends critically on its Doppler factor $\delta$. The exact
amount of
Doppler boosting is somewhat model-dependent (Scheuer, P. A. G.,
& Readhead, A. C. S. 1979, Nature, 277, 182) but probably lies in
the range
$$\bbox[border:3px blue solid,7pt]{\delta^{2 + \alpha} < {S \over
S_0} <
\delta^{3 + \alpha}}\rlap{\quad \rm {(5F6)}}$$
where $S_0$ would be the observed flux density if the source were
stationary and $\alpha = -d \log S / d \log \nu$ is the (negative)
spectral index. If $\gamma \sim 5$, $0.1 < \delta < 10$ depending
on the angle $\theta$. Relativistic components approaching at angles
$\theta <
\gamma^{-1}$ can easily be boosted by factors $ >10^3$ compared with
components moving in the sky plane or away from us. This results in a
strong selection effect favoring those relativistic jets and components
approaching us and discriminating against those with $\theta >
\gamma^{-1}$ in flux-limited samples of compact radio sources.
[Beware: The paragraph below Eq. 10.66
in the fourth edition of Rohlfs & Wilson gets this backwards.]

This VLA image of the radio-loud
quasar 3C 175 shows the core, an apparently one-sided jet, and two
radio lobes with hot spots of comparable flux density. The jet is
probably two-sided and relativistic, so Doppler boosting increases the
apparent luminosity of the approaching jet and diminishes the receding
jet. The lobes and hot spots must not be moving relativistically.
Image
credit
Since the jets feed the lobes, the
lobe symmetry suggests that the jets are intrinsically similar, but the
approaching jet is boosted while the receding counterjet is dimmed.
Another feature of many radio jets is a gap near the core. If those
jets start out relativistic but inclined by more than $\theta \sim
\gamma^{-1}$ from the line-of-sight, both
will be Doppler dimmed. If
such jets proceed with constant $\theta$ but gradually decelerate as
they
move away from the core, one or both may become visible beyond the
point where
$\gamma \sim \theta^{-1}$.
Radio (red) and optical (blue) images
of the radio galaxy 3C 31.
If the jets are close to the plane of the sky and decelerate from
relativistic speeds as they recede from the core, only the inner
portions of the jets may be dimmed.
Image
credit
Extragalactic radio sources with jets
and lobes can be divided into two morphological classes: (1) those,
like 3C 31, that appear to fade away at large distances from the center
and
(2) sources with edge-brightened lobes (e.g., 3C 175). Such sources are
called FR
I and FR
II sources, respectively,
after Fanaroff and Riley (1974, MNRAS, 167, 31P), who first made such
classifications and noted that FR I sources are usually less luminous
than FR II sources, with the
dividing line being $L \sim 10^{24}$ W Hz$^{-1}$ at 1.4 GHz. FR I
sources generally have lower equipartition energy densities, and hence
lower equipartition pressures. The jets of FR I sources are fairly
symmetric at distances greater than several kpc from the cores,
suggesting that the low-luminosity jets are quickly decelerated to
nonrelativistic speeds. The low-energy FR I jets are easily influenced
by ambient matter. Galaxies moving through the intracluster medium of a
cluster of galaxies frequently have bent
or head-tail radio
morphologies similar to the wake of a moving boat.

The combination of
orientation-dependent beaming and obscuration by dust has led to
various
unified models of
active galactic nuclei (AGN).

This
cartoon shows the main features of a "unified model" for AGN as
reviewed by Urry, C. M., & Padovani, P. 1995, PASP, 107, 803.
These models attribute some or all of the differences between observationally different objects to the inclination of their jets relative to the line-of-sight. If the inclination is small, the base of the approaching jet will be strongly Doppler boosted and the compact optical broad line region (BLR) and inner accretion disk will not be obscured by the larger dusty accretion torus. The radio source will be dominated by a one-sided jet that may be variable in intensity and apparently superluminal. Thermal emission from the inner parts of the accretion disk may be visible as a big blue bump in the optical/UV spectrum, and Doppler broadened emission lines from the small ($< 1$ pc) broad-line region will not be obscured. If the optical AGN emission is much brighter than the starlight of the host galaxy, the object will be called a quasi-stellar object (QSO); otherwise a Seyfert I galaxy. In extreme cases, optical synchrotron emission may dominate the big blue bump and emission lines. Objects with lineless power-law optical spectra are often called BL Lac objects after their prototype BL Lacertae, which was originally thought to be a Galactic star (hence the constellation name). If the inclination angle is larger than about $45^\circ$, the optical core may be obscured, highly relativistic radio jets may be Doppler dimmed, and we will see a either a double-lobed radio galaxy or a Seyfert II galaxy (a Seyfert galaxy with only narrow emission lines directly visible). The ongoing debate over unified models is not about whether relativistic beaming and dust obscuration affect the appearance of AGNs, but how much.
Radio Emission from Normal Galaxies
The radio emission from a normal galaxy is not powered by an AGN. The continuum radio emission from normal galaxies is dominated by a combination of
(1) free-free emission from HII regions ionized by massive ($M > 15 M_\odot$) main-sequence stars and
(2) synchrotron radiation from cosmic-ray electrons, most of which were accelerated in the supernova remnants (SNRs) of massive ($M > 8 M_\odot$) stars.
Stars more massive than $\sim 8
M_\odot$ have main-sequence lifetimes $\tau < 3 \times 10^7$ yr,
much less than the age of our Galaxy, which is $> 10^{10}$ yr. Also,
the sychrotron lifetimes of cosmic-ray electrons in the typical
interstellar magnetic field is $\tau < 10^8$ yr.
Thus the current radio continuum emission from normal galaxies is an
extinction-free
tracer of recent star formation, uncontaminated by older stars. The
radio emission is roughly
coextensive with the locations of star formation, spanning the stellar
disks of most
spiral
galaxies. Sometimes galaxy-galaxy collisions trigger intense
starbursts (star-formation episodes so intense that they will
deplete the available ISM on time scales much shorter than
$10^{10}$ yr) within several hundred parsecs of the centers of galaxies
and produce compact central sources.


The physical origin of this famous
FIR/radio correlation is not well understood, particularly at
low
frequencies where most of the radio emission is synchrotron radiation.
It is not surprising that the FIR and free-free radio fluxes would be
correlated, since both are roughly proportional to the ionizing
luminosities of massive young stars. However, free-free emission
accounts for only a small fraction of the total radio luminosity at low
frequencies $\nu \ll 30$ GHz. The FIR/radio spectrum of the nearby
starburst galaxy M82 is typical:

The calorimeter model (Volk, H. J. 1989, A&A, 218, 67) was devised to explain how the FIR/radio ratio could be independent of $U_{\rm B}$. The total radio energy radiated by each electron might be independent of $U_{\rm B}$ if the lifetime of the electron is proportional to $U_{\rm B}^{-1}$. Thus, a cosmic-ray electron in a strong magnetic field radiates a high power for a short time, while one in a weak magnetic field radiates a low power for a proportionately longer time. For a given production rate of cosmic-ray electrons, the average power radiated will then be independent of $U_{\rm B}$. The calorimeter model works well to explain the FIR/radio correlation so long as the fraction of the electron energy going into synchrotron radiation is about the same in all normal galaxies. However, there are many other energy-loss channels. One is inverse-Compton scattering off the cosmic microwave background, starlight, FIR radiation, etc. Another is diffusion out of the magnetic field of a galaxy-some electrons escape silently into intergalactic space. Electrons may also lose energy by colliding with atoms in the ISM.
Despite its weak theoretical basis, the FIR/radio correlation makes radio continuum emission from normal galaxies a very useful, quantitative, and extinction-free indicator of the rate at which massive stars are being formed. The rate (measured in units of solar masses per year) at which stars with masses $M > 5 M_\odot$ are formed in a galaxy can be estimated from the thermal (free-free) and nonthermal (synchrotron) spectral luminosities by the following equations (Condon, J. J. 1992, ARA&A, 30, 575):
$$\bbox[border:3px blue solid,7pt]{\biggl({ L_{\rm T} \over {\rm W~Hz}^{-1} } \biggr) \approx 5.5 \times 10^{20} \biggl( {\nu \over {\rm GHz}} \biggr)^{-0.1} \biggl[ {SFR(M > 5 M_\odot) \over M_\odot {\rm ~yr}^{-1} } \biggr]}\rlap{\quad \rm {(5F7)}}$$
$$\bbox[border:3px blue
solid,7pt]{\biggl({ L_{\rm NT} \over {\rm
W~Hz}^{-1} } \biggr) \approx 5.3 \times 10^{21} \biggl( {\nu \over {\rm
GHz}} \biggr)^{-0.8} \biggl[ {SFR(M > 5 M_\odot) \over M_\odot {\rm
~yr}^{-1} } \biggr]}\rlap{\quad \rm {(5F8)}}$$
Extragalactic Radio Source Populations and Cosmological Evolution
Surveys of discrete radio sources have been made over large areas of the sky and at many frequencies ranging from 38 MHz to 20 GHz. The most extensive sky survey is the NRAO VLA Sky Survey (NVSS), which covered the whole sky north of declination (latitude on the celestial sphere) $\delta = -40^\circ$ and detected nearly $2 \times 10^6$ sources stronger than $S = 2.5$ mJy at 1.4 GHz. Extremely sensitive sky surveys covering much smaller areas have reached flux densities $S \sim 10\,\mu$Jy. Sources detected by these unbiased "blind" surveys covering representative areas of sky give us a representative sample of the radio source population.
The distribution of discrete sources
on the sky is extremely isotropic.


Only a small fraction ($\sim 1$%) of radio sources in a flux-limited sample are reasonably nearby (e.g., within about 100 Mpc). By identifying those sources with nearby galaxies and determining the Hubble distances of those galaxies, we can determine the space density of radio sources as a function of radio spectral luminosity; this is called the luminosity function. The radio luminosity function can be further refined if we specify independently the space densities of radio sources powered AGN and those powered by star-forming galaxies containing HII regions, SNRs, etc.
The 1.4 GHz local
luminosity functions of normal star-forming galaxies (filled symbols)
and of AGN (open symbols).
In a given volume of space, radio
sources in star-forming galaxies outnumber radio galaxies containing
AGN by an order of magnitude. However, the rarer
AGN produce all of the most luminous sources, so they account for
slightly over half of all radio emission produced by discrete sources.
If we assume that the comoving space
density of radio sources in the expanding universe is independent of
time, we can use the local luminosity function
to calculate the total number of radio sources per steradian of sky as
a function of
flux density. The resulting
source
counts are usually
tabulated in differential form: $n(S) d S$ is the number of sources per
sr with flux densities between $S$
and $S + d S$. In a static Euclidean universe, the flux density of any
source at distance $r$ is proportional to $r^{-2}$, and the volume
enclosed by a sphere is
proportional to $r^3$
, so the number of sources stronger than any given flux density should
be proportional to $S^{-3/2}$ and the differential number $n(S)$ should
be $n(S)
\propto S^{-5/2}$. By plotting the normalized source counts $n(S)
\times S^{5/2}$ as a function of $S$
, we would get a horizontal line if we were in a static Euclidean
universe. The actual plot for sources selected at 1.4 GHz is shown
below.

The 1.4 GHz Euclidean-normalized luminosity function $\phi$ and source
counts $S^{5/2}n(S)$ are consistent with strong ($\sim 10 \times$)
luminosity evolution of all radio sources.
Clearly, the source counts do not
reflect a static Euclidean universe, so most radio sources cannot be
"local" extragalactic sources. In an expanding
universe with a constant comoving source density, distant sources will
be much fainter, and the normalized source counts should decline
continuously at low flux densities.
This is not the case either; the normalized counts have a clear maximum
near $S \sim 500$ mJy. This excess of sources indicates that radios
source population must be
evolving on cosmological
time scales; that is, their comoving space density is not independent
of time. The
discovery of radio-source evolution was used as evidence against the
steady-state model of the universe before the discovery of the cosmic
microwave background radiation confirmed the hot big-bang model.
Detailed models based on the
local luminosity function, radio source counts, and redshift
distributions of radio sources identified with galaxies and
quasars have been constructed to measure the amount of evolution. The
results are actually quite simple: cosmological
evolution is so strong that most
radio sources in flux-limited
samples have redshifts
near the median $\langle z \rangle\sim 0.8$,
where
$$\bbox[border:3px blue solid,7pt]{(1 + z) \equiv {\lambda_{\rm
observed} \over
\lambda_{\rm emitted}}}\rlap{\quad \rm {(5F9)}}$$
is the factor by which lengths in the universe
(e.g., distances between galaxies, wavelengths of photons) have grown.
The universe looks like
a nearly hollow shell to radio astronomers. Most radio sources seen
today have
distances of 5 to $10 \times 10^9$ light years, and their dominance
reflects the higher AGN and star-formation activity of 5 to 10 Gyr ago.
In a thin shell, there is almost
no relation between flux density and average distance in a sample of
radio sources;
rather, flux density is more closely correlated with absolute
luminosity. Luminous radio galaxies and
quasars account for most radio sources stronger than $S \sim 0.1$ mJy
at
1.4 GHz, and the numerous but less luminous star-forming galaxies
dominate the microJy radio-source
population.
