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Massimo Capaccioli » 6.Properties of elliptical galaxies


Ellipse fitting

The analysis of the isophotes of elliptical galaxies by simple ellipse fitting poses some interesting questions:

1. Do the residuals from the fit (observed – computed = O - C) show any systematic trend?

2. And, if so, does this trend correlate with other structural and/or physical parameters?

3. Can we tell just from the surface photometry whether ellipticals are intrinsically oblate or prolate?

4. How do we understand the twisting of the isophotes, which is incompatible with axisymmetry?

Let’s tackle the first question by arbitrarily defining the (O - C) residuals of the ellipse fitting as the distances \delta r_i(\theta) from the best-fit ellipse of the points P_i(x,y) sampling the isophote, evaluated along the radius from the ellipse center to P_i, which has a central anomaly (azimuth angle) \theta . The question is whether the function sampled by \delta r_i(\theta), (i=1,M), in the interval [0,2\pi], is nothing but noise. If not [but how to decide?] we may analyze it by a truncated Fourier series [Why truncated? And at which term of the series?].

(O-C) residuals from the ellipse fitting of an isophote.

(O-C) residuals from the ellipse fitting of an isophote.


Fourier expansion

As first suggested by Carter (Image Proc. in Astron., G. Sedmak, M. Capaccioli, and R. Allen eds., 386, 1978), we can fit directly the radius r of the M sampling the isophote with a truncated Fourier series:

r(\theta) = a_0 +\sum_{n=1}^N a_n\cos(n\theta) + b_n\sin(n\theta),

with  N<(M-1)/2.

Here  a_0  is the mean isophotal radius [which mean are we speaking of?], a_1, b_1 are related to the best-fitting ellipse center, and  a_2, b_2  to the flattening and position angle.

The remaining terms are the deviations with respect to a pure ellipse. Those with an odd index n trace the non-axisymmetric behavior, and are unexpected in galaxy isophotes.  The even terms map symmetric deviations.

The relative amplitudes of these deviations are measured by \vert a_n/a_0\vert, and their phases by the ratio b_n/a_n=\tan(n\theta_0).

Fourier expansion

In order to better understand the meaning of the coefficients, it is helpful to plot the family of closed curves:

r=r_0+\alpha\cos(2n\theta).

For n=0 , we get a circle, for n=1 an oval (ellipse).

For n=2, the perception of the shape changes with the sign of \alpha: if \alpha>0, the figure looks elongated along the x axis and compressed along y, thus deserving the name of “disky“; if \alpha<0, it looks “boxy“. The effect increases with \vert\alpha\vert , and is more apparent if the figures are orthogonally projected using the x axis (\theta=0 ) as line of nodes.

Another way to look at the problem (Lauer, Ap.J.S., 57, 473, 1985) is to fit directly the surface brightness by:

J(\theta) = J_0 +\sum_{n=1}^N a_n\cos(n\theta) + b_n\sin(n\theta) ,

where J_0 is the surface brightness of the chosen isophote.

Boxy and disky ETs

The application of the Fourier expansion to the isophotes of bright local ETs galaxies has shown (Bender et al., 1988) that ~80% of them can be classified either boxy or disky (in some cases both classes apply to different regions of the same object).

A more recent work (Hernández-Toledo et al., 2008) based on 549 SDSS objects reduces this fraction to 42%.

Is this categorization meaningful? Ralf Bender (A&A., 193, L7, 1988) was the first to give an answer to this question, showing that the two new classes correlate with the velocity anisotropies (which in turn had been found to correlate with the luminosity).

Then Bender et al. (1989) found challenging correlations with the effective radius, the total B-luminosity, and the flattening (boxy are larger, brighter, and rounder), with the radio luminosity (boxy are radio louder), and with the X-ray luminosity (increasing from disky to boxy).

Most of these correlation have been confirmed by a very large sample of SDSS ETs (Hao et al., MNRAS, 370, 1339, 2006). The authors find also that boxy ETs prefer dense environments, while disky are more isolated.

Example of a disky ET. (from Bender et al., A&AS.S., 74, 385, 1988).

Example of a disky ET. (from Bender et al., A&AS.S., 74, 385, 1988).

Same for a boxy galaxy  (from Bender et al., A&AS.S., 74, 385, 1988).

Same for a boxy galaxy (from Bender et al., A&AS.S., 74, 385, 1988).


Correlation of a4 with physical parameters of ETs

After Bender et al., A&A, 217, 35, 1989.

After Bender et al., A&A, 217, 35, 1989.


How boxiness and diskiness originate?

Summarizing: bright, roundish, anisotropic and slowly rotating, radio loud and X-ray luminous elliptical, often with large minor axis rotation and kinematically distinct cores (Faber, A.J., 114, 1771, 1997), are preferentially (if not uniquely) boxy, while intermediate luminosity objects with a higher apparent flattening, an isotropic velocity field dominated by rotation are disky.

Since the discovery, this segregation was interpreted in terms of the effects of dissipative gaseous material in the merging of disk galaxies (spirals).

The picture, however, is not so satisfactory. Numerical simulations of galaxy merging indicate that the product galaxies deviate significantly from a R^{1/4} profile. Also, no correlation is found with the current content of CO gas in ETs Another explanation was searched in the mass differences of the mergers: same mass progenitors originating boxy objects and different (3:1) progenitors originating disky ones (cf. Naab and Burkert, Ap.J., 523, L133, 1999, but also Toomre and Toomre, Ap.J., 178, 623, 1972). Here too there are some problems, since the merging products do not follow easily the correlation with the total luminosity (that is, there are too many bright disky). The basic problem with the merging is that this is a process with too many free parameters: initial masses, intrinsic differences of the merging units, number of events per final product, etc.

Prolate or oblate?

Let us see now if photometry alone can tell us something about the intrinsic shape of ETs. Postponing the question of triaxiality, following Richstone (Ap.J., 234, 825, 1979) we consider axisymmetric (oblate/prolate) models of pure R^{1/4} described by a volume emissivity j(r). The latter is constant on ellipsoidal surfaces:

r^2=x^2+y^2+z^2/q^2,

where the intrinsic flattening q < 1 for oblate objects, and q > 1 for oblate.
Because of axial symmetry, the galaxy will appear the same along any direction contained in the equatorial plane (x,y), or at any azimuth given a fixed angle (equatorial angle) to that plane. The surface brightness seen from distance along the equatorial plane

(\theta = 0) is:

\displaystyle{ I_q(0) = \int_{-\infty}^\infty j(r)dr = \int_{-\infty}^\infty j\left[(x^2+y^2+z^2/q^2)^{1/2}\right] dx,

which is constant over ellipses with axis ratio q. The view from an equatorial angle \theta , obtained with some algebra by a rotation about the y-axis remembering that:

\cos^2\theta=\displaystyle{ \frac{1-p^2}{1-q^2}}, is: \displaystyle{ I_q(\theta) = \frac{q}{p}\int_{-\infty}^\infty j\left[(y^2+z^2/p^2+u^2)^{1/2}\right] du },

which is clearly an elliptical figure with axial ratio ~p, thus rounder that in the equatorial view.

The test

In conclusion:

I_q(\theta) = \displaystyle{\frac{q}{p}I_p(0) }.

If  \theta=\pi/2,  p=1, and I_q(\theta) = qI_1(0).

This means that the galaxy projects into a circular figure with a higher surface brightness if prolate, lower if oblate. This is true, under our assumptions, for one galaxy, but it does not determine the behavior of a large sample if the equatorial surface brightness correlates with the intrinsic flattening.

Oblate model: view along the equatorial plane (red) and pole-on (pale red).

Oblate model: view along the equatorial plane (red) and pole-on (pale red).

Prolate model: view along the equatorial plane (pale red) and pole-on (red).

Prolate model: view along the equatorial plane (pale red) and pole-on (red).


Oblate?

The figure to the right sketches the expectation from an experiment based on a sample of identical oblate and prolate model galaxies with assigned intrinsic flattening, randomly oriented in the sky. Below the scatter diagram built by Richstone (1979) with a sample of cluster ETs selected in a small luminosity range. The ordinate is the surface brightness measured at the effective radius, the abscissa is the apparent flattening at the same radius.

The weak correlation seems to suggest that ETs are preferentially oblate. However the result is far from conclusive [why?] . See also the discussion in Capaccioli et al. (1979, MNRAS, 209, 317, 1984).

Adapted from Richstone, Ap.J., 234, 825, 1979.

Adapted from Richstone, Ap.J., 234, 825, 1979.


Isophotal twisting and triaxiality

What do we learn from the isophote twisting? Let us tackle this question by showing that a galaxy with ellipsoidal (triaxial) light-density contours with the same centers and orientations of the principal axes, but with varying axis ratios, projects into a figure with elliptical isophotes which are twisted if the galaxy is not seen along one of the principal axes. For the first part of this theorem we follow the paper by Antony Stark (Ap.J., 213, 368, 1977). Consider an absorption-free ellipsoid stellar system in which the volume brightness j is constant on similar ellipsoids. Let  x, y, z, be the coordinate system in which the ellipsoids of constant volume brightness have the form:

(tx)^2+(uy)^2+z^2=r^2,

where t and u are not necessarily equal constants (they are the axis ratios of the ellipses on the x,z and  y, zplanes). The variable r parameterizes the volume brightness: j=j(r).

Let x^\prime, y^\prime, z^\prime be a system concentric to x, y, z, where z^\prime coincides with the line of sight. The two systems are related by a transformation matrix where  \varphi and \theta are the first two Euler angles (between x and the line of nodes, and between z and z^\prime:

\left\vert\begin{array}{c} x \\ y\\ z\\ \end{array}\right\vert=\left\vert \begin{array}{ccc}\cos\varphi & -\cos\theta\sin\varphi & \sin\theta\sin\varphi \\ \sin\varphi & \cos\theta\cos\varphi & -\sin\theta\cos\varphi \\ 0 & \sin\theta & \cos\theta \end{array}\right\vert\,  \left\vert\begin{array}{c}  x' \\ y'\\ z'\ \end{array}\right\vert .

Projecting ellipsoids


Isophotal twisting and triaxiality

After rotation the equation of the ellipsoid becomes: fz^{\prime2} +gz^\prime + h = r^2 , where:

f=f(\varphi,\theta,t,u)=t^2\sin^2\theta\sin^2\varphi+u^2\sin^2\theta\cos^2\varphi+\cos^2\theta,

g=g(x^\prime,y^\prime,\varphi,\theta,t,u)=\sin\theta\sin(2\varphi)\left(t^2-u^2\right)x^\prime + \sin(2\theta)\left( 1-t^2\sin^2\varphi-u^2\cos^2\varphi\right)y^\prime,

h=h(x^\prime,y^\prime,\varphi,\theta,t,u)= \left(t^2\cos^2\varphi+u^2\sin^2\varphi\right)x^{\prime2}+ \left(t^2\cos^2\theta\sin^2\varphi+u^2\cos^2\theta\cos^2\varphi+\sin^2\theta\right)y^{\prime2}+\cos\theta\sin(2\varphi)\left(u^2-t^2 \right)x^\prime y^\prime.\end{array}

In absence of internal absorption, the surface brightness distribution seen by the observer is:

I(x^\prime,y^\prime)=\int_{-\infty}^{\infty}j(r)dz^\prime.

For any (x^\prime,y^\prime) the integrand  I(r)dz^\prime  is symmetric about r_m, the point on the line of sight at which r is a minimum [why?], i.e. where  \left( \partial r/\partial z^\prime\right)=0, or:

\displaystyle{ r_m=\left( h-\frac{g^2}{4f}\right)^{1/2} }.

Consequently:

\displaystyle{ I(x^\prime,y^\prime)=I(r_m)=\frac{2}{\sqrt{f}}\int_{r_m}^{\infty}\frac{j(r)}{\sqrt{r^2-r_m^2}}rdr}.

Since the surface brightness depends on r_m only, curves of equal r_m on the plane of the sky are isophotes.

Elliptical isophotes

Using the definitions of f, g, h, in the previous slide, and that of r_m , it is easy to show that:

r_m^2=(k_1/f)x^{\prime2}+2(k_2/f)x^\prime y^\prime+(k_3/f)y^{\prime2},

where:

k_1=k_1(\varphi,\theta,t,u)=t^2u^2\sin^2\theta+t^2\cos^2\varphi\cos^2\theta+u^2\sin^2\varphi\cos^2\theta,

k_2=k_2(\varphi,\theta,t,u)=\left( u^2-t^2\right)\sin\varphi\cos\varphi\cos\theta,

k_3=k_3(\varphi,\theta,t,u)= t^2\sin^2\varphi+u^2\cos^2\varphi.

For a particular galaxy, once the observer’s direction is assigned, k_1, k_2, k_3,  and f are assigned.

In conclusion, we have shown that in a galaxy where the energy density j(r) is constant on similar and concentric spheroids with the same orientation, the isophotes are ellipses all with the same center, orientation, and ellipticity. Notably, the latter two do not depend on j(r).

But what does it happen if we relax the assumption that the spheroids are similar, keeping all the others? The question has been analyzed by Binney (MNRAS, 212, 767, 1985).

Isophotal twisting due to triaxiality

By diagonalizing the 2×2 matrix associated to the quadratic form of the elliptical isophote, we derive the axis ratio:

\displaystyle{1 \ge q(\varphi,\theta,t,u)=\sqrt{\frac{k_1+k_3-\sqrt{(k_1-k_3)^2+k_2^2}} {k_1+k_3+\sqrt{(k_1-k_3)^2+k_2^2}}}},

and the position angle \phi of the principal axes with respect to the projection into the sky plane of the shortest axis of the ellipsoidal figure:

\displaystyle{\phi =\frac{1}{2}\arctan\left( \frac{k_2}{k_1-k_3}\right) }.

It is apparent that, if the direction of the line of sight is given ( \varphi  and \theta assigned), \phi depends on the axis ratios t and u only. Thus, if they change with r, also the position angle \phi varies with r, unless the line of sight coincides with one on the principal axes of the spheroid.
In this case in fact k_2=0 no matter what the values of t and u are. In summary, the twisting of the isophotes of ETs is a strong indication of triaxiality. Other explanations for the phenomenon imply the presence of a dust extinction of several tenths of a magnitude.

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