Articles

THE SHAPES OF MILKY WAY SATELLITES: LOOKING FOR SIGNATURES OF TIDAL STIRRING

, , , , , , and

Published 2012 May 4 © 2012. The American Astronomical Society. All rights reserved.
, , Citation Ewa L. Łokas et al 2012 ApJ 751 61 DOI 10.1088/0004-637X/751/1/61

0004-637X/751/1/61

ABSTRACT

We study the shapes of Milky Way satellites in the context of the tidal stirring scenario for the formation of dwarf spheroidal galaxies. The standard procedures used to measure shapes involve smoothing and binning of data and thus may not be sufficient to detect structural properties such as bars, which are usually subtle in low surface brightness systems. Taking advantage of the fact that in nearby dwarfs photometry of individual stars is available, we introduce discrete measures of shape based on the two-dimensional inertia tensor and the Fourier bar mode. We apply these measures of shape first to a variety of simulated dwarf galaxies formed via tidal stirring of disks embedded in dark matter halos and orbiting the Milky Way. In addition to strong mass loss and randomization of stellar orbits, the disks undergo morphological transformation that typically involves the formation of a triaxial bar after the first pericenter passage. These tidally induced bars persist for a few Gyr before being shortened toward a more spherical shape if the tidal force is strong enough. We test this prediction by measuring in a similar way the shape of nearby dwarf galaxies, satellites of the Milky Way. We detect inner bars in Ursa Minor, Sagittarius, Large Magellanic Cloud, and possibly Carina. In addition, 6 out of 11 dwarfs that we studied show elongated stellar distributions in the outer parts that may signify transition to tidal tails. We thus find the shapes of Milky Way satellites to be consistent with the predictions of the tidal stirring model.

Export citation and abstract BibTeX RIS

1. INTRODUCTION

The dwarf galaxies of the Local Group (for reviews see Mateo 1998; Tolstoy et al. 2009) display a variety of shapes. While this is particularly true for dwarf irregular (dIrr) galaxies, it also applies to dwarf spheroidals (dSphs). Unlike globular clusters, they tend to exhibit significantly non-spherical images of stellar content. The origin of these shapes is a subject of ongoing debate but one of the interesting possibilities involves the evolutionary connection between dIrrs and dSphs. This scenario proposes that dSphs evolved from the primordial dIrrs via tidal stirring caused by the presence of a large host galaxy, such as the Milky Way or Andromeda (Mayer et al. 2001).

The general picture painted by the tidal stirring model studied by the means of high resolution N-body simulations (Mayer et al. 2001; Klimentowski et al. 2009; Kazantzidis et al. 2011) involves strong mass loss and morphological transformation, as well as a rebuilding of the orbital structure of the initial disk. In such simulations, a primordial disk galaxy embedded in an extended dark matter halo is placed on different orbits around a Milky Way sized galaxy and evolved for a significant fraction of the Hubble time. A thorough study of different aspects of the tidal stirring scenario, for different initial dwarf structures and different orbits, was recently performed by Kazantzidis et al. (2011) and Łokas et al. (2011). An important and general feature of the morphological evolution of the dwarf established in these studies is the formation and longevity of a triaxial, tidally induced bar. The bar, usually formed out of the disk at first pericenter passage, tumbles with a period much shorter than the orbital period of the dwarf, which leads to a number of observational biases in the characteristic parameters of the dwarfs (Łokas et al. 2011). As the tidal evolution progresses, the bar shortens and the stellar component of the dwarf becomes more and more spherical. If the tidal force is strong enough (on tight orbits or orbits with small pericenters), the final shape of the stellar component can be almost exactly spherical.

In this paper, we discuss selected observational characteristics of the tidal stirring model that may help to distinguish it from other scenarios for the formation of dSph galaxies, e.g., those in which they form in isolation by purely baryonic processes such as cooling, star formation, feedback from supernovae, and UV background radiation (Ricotti & Gnedin 2005; Tassis et al. 2008; Sawala et al. 2010). If the overall picture suggested by the tidal stirring model is correct, some of the less evolved dwarfs in the Local Group may still be in the bar-like phase. Such elongated shapes are indeed observed at least in a few cases, such as Ursa Minor (e.g., Irwin & Hatzidimitriou 1995), Sagittarius (Majewski et al. 2003), and the more recently discovered Hercules dwarf (Coleman et al. 2007).

The number of such detections may be low, however, for at least four reasons. First, the bars are oriented randomly with respect to an observer located within the Milky Way, so some bar-like objects may appear as only slightly flattened (which is indeed the case, given that the average ellipticity of dSph galaxies is about 0.3). Second, the bars may escape detection due to the smoothing procedure usually applied when measuring the surface density distribution of stars in these objects. Third, most dwarf galaxies are faint (thus containing a low number of stars to sample) and observed against the foreground of Milky Way stars, which can be only partially removed using typical cleaning procedures, such as color–magnitude or color–color cuts. Fourth, the intrinsic bar-like shapes may be difficult to distinguish from the tidal extensions in the surface distribution of the stars expected at close encounters between the dwarfs and the larger host galaxy.

The measurements of the shapes of dwarf galaxies in the vicinity of the Milky Way are usually performed using standard tools that involve binning and smoothing of the stellar distribution. In this work, we try to improve these procedures by taking advantage of the fact that the satellites of the Milky Way are actually the best extragalactic systems in which individual stars can be detected and their spatial distribution studied. We introduce discrete measures of the shape involving only the positions of the stars on the surface of the sky. We first apply these procedures to simulated dwarfs to see what shapes are expected within the tidal stirring scenario. When applying the procedures to real satellites of the Milky Way, we use the cleanest possible stellar samples, selected using the information provided by color–magnitude as well as color–color diagrams for the stellar populations.

The paper is organized as follows. In Section 2, we briefly describe the simulations used in this study. In Section 3, we present our motivation for using the discrete measures of shape and introduce them. Section 4 presents the application of these measures to the simulated dwarf galaxies formed via tidal stirring for a variety of initial configurations. In Section 5, we measure the shapes of the real dwarf galaxies found in the vicinity of the Milky Way in an analogous way and compare the results to predictions from simulations. The discussion follows in Section 6.

2. THE SIMULATIONS

In this work, we use the set of collisionless N-body simulations presented in detail by Kazantzidis et al. (2011) and Łokas et al. (2011). The purpose of these studies was to elucidate the formation of dSph galaxies via tidal interactions between late-type, rotationally supported dwarfs and Milky Way sized hosts. The simulations, together with all the parameters relevant for the present study, are listed in Table 1 with the notation following that of Łokas et al. (2011). The simulations were performed using the multistepping, parallel, tree N-body code PKDGRAV (Stadel 2001).

Table 1. Properties of the Simulated Dwarfs

Simulation Varied rapo rperi Torb r1/2 1 − B/A A2 Color In
  Parameter (kpc) (kpc) (Gyr) (kpc) x y z x y z Figures 5 and 10
O1 Orbit 125 25 2.09 0.45 0.20 0.31 0.15 0.14 0.23 0.09 Green
O2 Orbit  85 17 1.28 0.38 0.05 0.08 0.03 0.03 0.04 0.04 Red
O3 Orbit 250 50 5.40 0.68 0.69 0.74 0.15 0.56 0.64 0.13 Blue
O4 Orbit 125 12.5 1.81 0.32 0.12 0.32 0.23 0.06 0.15 0.11 Orange
O5 Orbit 125 50 2.50 0.64 0.58 0.62 0.10 0.51 0.55 0.07 Purple
O6 Orbit  80 50 1.70 0.60 0.36 0.47 0.18 0.30 0.43 0.16 Brown
O7 Orbit 250 12.5 4.55 0.51 0.34 0.50 0.25 0.22 0.41 0.21 Black
S6 i(− 45°) 125 25 2.09 0.46 0.21 0.27 0.07 0.19 0.22 0.04 Green
S7 i(+ 45°) 125 25 2.09 0.52 0.12 0.28 0.17 0.07 0.22 0.16 Red
S8 zd/Rd(− 0.1) 125 25 2.09 0.41 0.26 0.35 0.13 0.18 0.29 0.11 Blue
S9 zd/Rd(+ 0.1) 125 25 2.09 0.47 0.18 0.27 0.11 0.13 0.20 0.07 Orange
S10 md(− 0.01) 125 25 2.09 0.47 0.15 0.26 0.13 0.11 0.18 0.07 Purple
S11 md(+ 0.02) 125 25 2.09 0.42 0.17 0.46 0.35 0.09 0.41 0.32 Magenta
S12 λ(− 0.016) 125 25 2.09 0.32 0.23 0.46 0.30 0.14 0.42 0.29 Cyan
S13 λ(+ 0.026) 125 25 2.09 0.60 0.07 0.13 0.06 0.04 0.09 0.04 Pink
S14 c(− 10) 125 25 2.10 0.45 0.05 0.09 0.04 0.06 0.07 0.01 Black
S15 c(+ 20) 125 25 2.08 0.53 0.39 0.47 0.14 0.33 0.41 0.09 Gray
S16 Mh(× 0.2) 125 25 2.14 0.33 0.19 0.26 0.09 0.17 0.22 0.05 Brown
S17 Mh(× 5) 125 25 1.88 0.65 0.24 0.33 0.12 0.17 0.27 0.10 Yellow

Download table as:  ASCIITypeset image

Numerical realizations of dwarf galaxy models were constructed using the method of Widrow & Dubinski (2005). The dwarfs were composed of exponential stellar disks embedded in cuspy, cosmologically motivated Navarro et al. (1996, hereafter NFW) dark matter halos. The default dwarf galaxy model had a virial mass of Mh = 109M and a concentration parameter c = 20. The disk mass fraction, md, and the halo spin parameter, λ, were equal to 0.02 and 0.04, respectively. The resulting disk radial scale length was Rd = 0.41 kpc (Mo et al. 1998) and the disk thickness was specified by the thickness parameter zd/Rd = 0.2, where zd denotes the (sech2) vertical scale height of the disk. The orientation of the internal angular momentum of the dwarf with respect to the orbital angular momentum was mildly prograde and equal to i = 45°. Each dwarf galaxy model contained Nh = 106 dark matter particles and Nd = 1.2 × 106 disk particles. The gravitational softening was set to epsilonh = 60 pc and epsilond = 15 pc for the particles in the two components, respectively.

The Milky Way model was constructed as a live realization of the MWb model in Widrow & Dubinski (2005), which satisfies a broad range of observational constraints for the present day Galaxy and consists of an exponential stellar disk of mass MD = 3.53 × 1010M, a Hernquist (1990) bulge of mass MB = 1.18 × 1010M, and an NFW dark matter halo of mass MH = 7.35 × 1011M. The N-body realization of the Milky Way used ND = 106 particles in the disk, NB = 5 × 105 in the bulge, and NH = 2 × 106 in the dark matter halo and employed a gravitational softening of epsilonD = 50 pc, epsilonB = 50 pc, and epsilonH = 2 kpc, respectively.

The default dwarf galaxy model was placed on seven different orbits (O1–O7 in Table 1) around the primary galaxy with orbital apocenters, rapo, and pericenters, rperi, listed in the third and fourth columns of Table 1. In simulations S6–S17 (see Table 1), we varied the orientation of the dwarf galaxy disk and the structural parameters of the dwarfs while keeping them on the same orbit (that used for run O1, with rapo = 125 kpc and rperi = 25 kpc). The second column of Table 1 lists the parameters that were varied in each case (in parentheses we give the value by which a given parameter was changed). In all simulations, the dwarfs were initially placed at the apocenters of their orbits and the evolution was followed for 10 Gyr. The orbital times corresponding to these orbits are listed in the fifth column of the table.

3. MEASURING SHAPES

The usual approaches to measuring shapes of the Local Group dwarf galaxies involve procedures such as binning and smoothing of the stellar positions and fitting ellipses to the two-dimensional distribution of stars. The results of such procedures are typically quantified in terms of the ellipticity (or axis ratio) and major axis orientation as a function of radius. For most dwarfs, a single ellipticity parameter, e = 1 − b/a (with a and b the major and minor axis lengths, respectively) is measured (e.g., Mateo 1998), primarily in the outer parts of the dwarf. When the number of stars available is low, their positions are often smoothed by applying a Gaussian smoothing. If the smoothing scale is not carefully chosen, such procedures may cause the dwarfs to appear more circular than they really are, removing substructures such as bars, or at least making them less pronounced.

We illustrate this effect in Figure 1 by performing a similar procedure on one of our simulated dwarfs. For this purpose we selected stars within radius r < 2 kpc from the center of the dwarf (so that there is no contamination from the tidal tails) from the output of simulation S11 when the dwarf is at apocenter (after 4.2 Gyr from the start of the simulation) and its shape is most bar-like. From this sample we randomly chose 2000 stars whose positions (plotted as dots in the left panel of Figure 1) were projected on a plane perpendicular to the line of sight. The line of sight was chosen to be perpendicular to the longest and shortest axes of the bar where the detection of the bar should be easiest.

Figure 1.

Figure 1. Effect of smoothing on the detection of the bar-like shapes in dSph galaxies. The left panel shows 2000 stars randomly selected from all stars within r < 2 kpc from the center of the dwarf at the apocenter that occurred at 4.2 Gyr from the start of simulation S11 when the shape is most bar-like. The positions of the stars are projected on the surface of the sky assuming that the dwarf is viewed along the intermediate (y) axis, i.e., perpendicular to the bar. The remaining panels (from the left to the right) show the surface density of the stars measured in bins of 0.4 kpc on a side after application of Gaussian smoothing with standard deviation of σ = 0.1, 0.2, and 0.3 kpc, respectively. The contours are plotted at constant numbers of stars N with a step of log N = 0.2 starting with log N = 2, 1.8, and 1.6 at the innermost contour for σ = 0.1, 0.2, and 0.3, respectively.

Standard image High-resolution image

We then replaced each star by a two-dimensional Gaussian centered on the star and normalized to unity with a standard deviation σ. The observed region was divided into bins of 0.4 × 0.4 kpc and the number of stars in each bin was calculated by summing up the contributions from all Gaussians. The resulting surface density distributions of the stars obtained with σ = 0.1, 0.2, and 0.3 kpc are shown, respectively, in the second, third, and fourth panels of Figure 1. We can see that while with σ = 0.1 kpc the bar is quite well visible, with σ = 0.3 kpc the shape would hardly be classified as bar-like and more probably described as highly elliptical. Note that the values of the smoothing parameter σ adopted here are quite realistic, i.e., similar to what is usually applied to real data. For example, in studies of the Leo I dSph galaxy Sohn et al. (2007) and Mateo et al. (2008) used σ = 1.1 and 2 arcmin, respectively, which corresponds to 0.2 and 0.4 kpc, whereas the half-light radius of Leo I is only 0.25 kpc. We learn from this exercise that when the smoothing scale becomes comparable to the half-light radius of the dwarf (r1/2 = 0.48 kpc for our simulated dwarf at the selected time), interesting morphological features such as bars may no longer be detectable even if the line of sight is perpendicular to the bar.

To avoid such problems, in this study we will quantify shapes using only discrete measures, i.e., ones that use the two-dimensional positions of the stars, without applying any smoothing or binning procedures. We also aim to measure the intrinsic shapes, i.e., in the absence of any contamination from the Milky Way or tidally stripped stars. Although avoiding such contamination is not possible in real observations, when talking about our comparison shapes from the simulations, we will always measure such intrinsic shapes using stars found within 2r1/2 from the center of the simulated dwarf, where r1/2 is the three-dimensional half-light radius containing half the total number of stars in three dimensions at the end of the simulation, as discussed in Łokas et al. (2011). The values of these radii for our models are listed in the sixth column of Table 1. These fixed radii are used for all outputs and all lines of sight whenever the shapes of the simulated dwarfs are discussed. Note that such r1/2 values are different from their two-dimensional counterparts that in general depend on the line of sight.

We will use two measures of the shape, both calculated from the two-dimensional distribution of stars within a fixed radius. In each case we first determine the principal axes of the stellar distribution from the two-dimensional inertia tensor and rotate the stars so that their x(y) positions lie along the major (minor) axis. The first measure of the shape we apply is the axis ratio B/A, or alternatively the ellipticity e = 1 − B/A, where B/A = [Σiy2iix2i]1/2. The second measure of the shape we use is the so-called bar amplitude of the Fourier decomposition of stellar phases A2 = |Σjexp (2iϕj)|/N, where ϕj are the phases of the positions of stellar particles in the xy plane. As we will demonstrate below, these measures, although slightly different in their numerical values, are highly correlated and can be used alternatively.

4. THE SHAPES OF THE SIMULATED DWARFS

To measure the shapes of the stellar components of the simulated dwarfs, for each output of each run listed in the first column of Table 1 we selected stars contained within 2r1/2 from the dwarf's center. The three-dimensional half-light radius r1/2 was kept at a fixed value for all outputs of a given run and equal to its final value at the end of the simulation, i.e., after 10 Gyr of evolution. Although r1/2 depends slightly on time (see Łokas et al. 2011), by keeping the radius fixed we make sure that the shapes are measured at the same scale for all outputs and therefore that their evolution in time is easier to interpret (note that in Kazantzidis et al. 2011 the shapes for the same runs were determined within a variable radius rmax corresponding to the maximum circular velocity Vmax).

For each sample of stars selected in this way, we determine the orientation of the principal axes from the three-dimensional inertia tensor and rotate the distribution to align stellar positions with those axes, so that x is along the longest axis a, y is along the intermediate axis b, and z is along the shortest axis c. The three-dimensional shapes of the dwarfs can then be specified by the axis ratios b/a = [Σiy2iix2i]1/2, c/a = [Σiz2iix2i]1/2, and c/b = [Σiz2iiy2i]1/2, where (xi, yi, zi) is the position of the ith star. The two-dimensional shapes are then obtained by selecting a line of sight. If the lines of sight are along the z-, y-, and x-axes, then the measured two-dimensional axis ratio B/A will be equal to b/a, c/a, and c/b, respectively. An example of the shapes measured in this way is shown as a function of time in the upper panel of Figure 2 for simulation O1. Using the same lines of sight we measure the bar mode parameter A2 which is shown in the lower panel of this figure. Analogous results for the remaining runs O2–O7 and S6–S17 are plotted in Figures 3 and 4.

Figure 2.

Figure 2. Shapes of the stellar component in simulation O1 as a function of time. The upper panel shows the axis ratios b/a (solid line), c/a (dashed line), and c/b (dotted line), which correspond to the line-of-sight axis ratio B/A when the dwarf is observed along the z-, y-, and x-axes, respectively. The lower panel shows the measurements of the bar parameter A2 when the dwarf is seen along the z-axis (solid line) y-axis (dashed line), and x-axis (dotted line) as a function of time for simulation O1. Vertical dotted lines indicate pericenter passages. The principal axes and the shape values were determined for stars within 2r1/2, where r1/2 is the three-dimensional half-light radius determined at the end of the simulation. The final values of the shape parameters are listed in Table 1.

Standard image High-resolution image
Figure 3.

Figure 3. Axis ratios b/a (solid line), c/a (dashed line), and c/b (dotted line) for simulations O2–S17. The values correspond to the line-of-sight axis ratio B/A when the dwarf is observed along the z-, y-, and x-axes, respectively. The values were determined for stars within 2r1/2 with r1/2 adopted to be the final value for each simulation. Vertical dotted lines indicate pericenter passages. The final values of the shape parameters are listed in Table 1.

Standard image High-resolution image
Figure 4.

Figure 4. Measurements of the bar parameter A2 when the dwarf is seen along the z-axis (solid line), y-axis (dashed line), and x-axis (dotted line) as a function of time for simulations O2–S17. The values were determined for stars within 2r1/2 with r1/2 adopted to be the final value for each simulation. Vertical dotted lines indicate pericenter passages. The final values of the shape parameters are listed in Table 1.

Standard image High-resolution image

The results presented in Figures 24 confirm those obtained in a slightly different way by Kazantzidis et al. (2011): In all cases after the first pericenter, the stellar component transforms from a disk to a triaxial ellipsoid with abc. In most runs, at some point in the evolution, the shape becomes prolate with c/b > b/a, which can be interpreted as the formation of a bar-like shape. This is confirmed by high values of A2 > 0.2 detected for the line of sight along the z-axis, i.e., signifying the formation of a bar in the plane of the initial disk. As the evolution progresses, the shape becomes more spherical with all axis ratios approaching unity, with the most significant changes occurring at the pericenter passages (vertical dotted lines in Figures 24) when the dwarfs are most strongly tidally shocked.

The evolution of the global shape of the stellar component can be illustrated further by plotting the evolutionary tracks of the dwarfs in the b/ac/b plane. We show them in Figure 5 with lines of different color for each simulation (see the last column of Table 1) for runs O1–O7 in the upper panel and runs S6–S17 in the lower one. The tracks start at the lower right corner of each panel and progress toward the upper left in subsequent apocenters. Most of the tracks cross the diagonal black line at some point, signifying the transition from the oblate to the prolate shape, which can be interpreted as the formation of a bar. These correspond to the dotted line being above the solid line in the upper panel of Figure 2 and in Figure 3. Interestingly, all transitions into the prolate half of the diagram are accompanied by significantly high values of A2 measured along the shortest (z) axis (solid line) in the lower panel of Figure 2 and in Figure 4. This is due to the fact that if the bar mode occurs in the initial disk plane, it usually means that the global shape of the dwarf becomes bar-like, i.e., most stars participate in the bar instability and form a bar while very few stars remain elsewhere. On the other hand, in cases when the shape remains oblate during the whole evolution (runs O3, O5, O6, O7, S10, S15, and S16) the z-axis bar mode remains low with A2 < 0.2. An interesting borderline case is S10 when a bar mode is weakly excited (A2 ≈ 0.2 between the second and third pericenters) but the overall shape of the dwarf remains oblate (c/b < b/a at all apocenters).

Figure 5.

Figure 5. Evolution of the axis ratio c/b vs. b/a for dwarfs on different orbits O1–O7 (upper panel) and dwarfs with different initial structure S6-S17 (lower panel). Color lines join measurements at subsequent apocenters starting from the initial values at the lower right region of each panel. The diagonal black line marks the transition between the oblate (b/a > c/b) and prolate (b/a < c/b) regimes.

Standard image High-resolution image

In addition to the z-axis bar mode shown in the lower panel of Figure 2 and in Figure 4 with solid lines, we also add (with dashed and dotted lines, respectively) the analogous measurements of this parameter done when the dwarf is seen along the y- and x-axes of the stellar distribution. Obviously, a distant observer will see the dwarf along a random line of sight and will not be able to determine a full three-dimensional shape of the stellar component. We thus show what such measurements would give in terms of A2 if the line of sight was close to the y- or x-axis. In these cases, the dwarf may often appear elongated not because it is a bar but because it is still a disk, as demonstrated by high values of A2 at the early stages of evolution. Our observer may not be able to distinguish a disk from a bar even if kinematical measurements were available because, according to our simulations, a tidally induced bar is expected to tumble (see Figure 4 in Łokas et al. 2011) and thus may display a similar rotation curve as a disk. Only additional precise photometric measurements aiming to constrain the depth of the dwarf galaxy could differentiate between a disk and bar in this case.

Let us now focus on the two-dimensional shapes of the simulated dwarfs, as they would be seen by a distant observer. We illustrate the evolution of such shapes using our default simulation O1. In Figure 6 we show how the dwarf's stellar component would appear when viewed along the principal axes of the stellar distribution x, y, and z (from the upper to the lower row) at subsequent apocenters of its orbit around the Milky Way (from the left to the right column). The images were produced by selecting stars within r < 2 kpc and rotating their positions to align them with the principal axes determined for stars with r < 2r1/2, as described above. The plots show the surface density distribution of the stars with contours equally spaced in log density. In agreement with the conclusions from Figure 2, at second apocenter the dwarf already has a pronounced bar and its shape changes from the oblate (initial disk) to the prolate (a bar). At the third apocenter the shape is again oblate (as shown by the green line in the upper panel of Figure 5, which crosses the diagonal line back again from the prolate to the oblate part of the diagram at this time). Later on, the shape gradually becomes more and more spherical with all axis ratios approaching unity. The final image of the dwarf, at the end of the simulation, at its most non-spherical appearance (i.e., viewed along the y-axis) is shown in Figure 7.

Figure 6.

Figure 6. Surface density distribution of the stars seen in simulation O1 at the second, third, fourth, and fifth apocenters (from the left to the right column) along the principal axes of the stellar distribution x, y, and z (from the upper to the lower row). The bar formed after the first pericenter, positioned along the x-axis, is gradually diminished at later stages.

Standard image High-resolution image
Figure 7.

Figure 7. Surface density distribution of the stars seen at the final output of simulation O1 along the y (intermediate) axis of the stellar distribution, i.e., at its most non-spherical appearance.

Standard image High-resolution image

In Figure 8, we show analogous images for the remaining simulations O2–O7 and S6–S17. In all cases stars within r < 2 kpc were extracted from the last output of the simulation and rotated to align the distribution with the principal axes. Only the views along the y-axis are shown, i.e., we see the dwarfs along the line of sight in which they appear most non-spherical. The dwarfs are shown at the end of their evolution when most are far from their pericenters, and therefore weakly affected by tidal forces at this time, except for the case of O4, which has just passed its 6th pericenter. Although this dwarf has already reached an almost spherical shape during its earlier evolution, it is strongly affected by tidal forces from the Milky Way at this particular instant (note that its pericentric distance was 12 kpc at this passage), which manifests itself by strong distortion of the outer contours.

Figure 8.

Figure 8. Surface density distribution of the stars seen at the final output of simulations O2–S17 along the y (intermediate) axis of the stellar distribution, i.e., at their most non-spherical appearance. For all simulations the distributions are shown for stars within r < 2 kpc, although the orientation of the principal axes of the stellar component were determined using stars within r < 2r1/2 with r1/2 different for each simulation. The stellar distribution in O4 stands out with its pronounced, elongated outer contours due to the very recent pericenter passage.

Standard image High-resolution image

Going back to our single-number measures of the shapes, 1 − B/A and A2, we summarize our findings by comparing in Figure 9 the values of these parameters measured along the three lines of sight at the end of each simulation and listed in Columns 7–12 of Table 1. For each run we plot 1 − B/A with filled symbols and A2 with open symbols. The triangles, squares, and circles correspond to measurements along the y-, x-, and z-axes of the stellar component, respectively. As discussed above, the observation along the intermediate axis y always gives the most non-spherical appearance, i.e., triangles always mark the highest values of 1 − B/A and A2. In addition, the next highest value of ellipticity is almost always the one seen along the x-axis (so that the points are ordered triangle–square–circle from top to bottom). The exceptions occur for runs O4, S7, S11, and S12. Since these cases correspond to b/a < c/b, this means that only in these four cases do the dwarfs end up more prolate than oblate (O4 should be excluded because its shape is due to strong tidal forces at pericenter). It is interesting, therefore, that although almost all dwarfs go through a bar-like phase during their evolution, most of them end up more oblate than prolate.

Figure 9.

Figure 9. Line-of-sight shape parameters 1 − B/A (filled symbols) and A2 (open symbols) determined from the two-dimensional surface density distribution of the stars in the simulated dwarfs. The triangles, squares, and circles refer to measurements performed for observations along the intermediate (y), longest (x), and shortest (z) axis of the stellar distribution. The plotted values are listed in Table 1.

Standard image High-resolution image

We also note that the values of 1 − B/A and A2 are quite similar, although not exactly equal, and they preserve the relative triangle–square–circle hierarchy of the measurements. To illustrate this similarity further, in Figure 10 we plot 1 − B/A as a function of A2 for the line of sight where the dwarfs appear most non-spherical (observation along y). The lines join the values measured at subsequent apocenters, from the most non-spherical at the upper right corner of each panel to the almost spherical in the lower left. The upper panel shows the results for simulations of dwarfs on different orbits (O1–O7) and the lower one those with different structure of the dwarf (S6–S17). The lines corresponding to each simulation can be identified by referring to the last column of Table 1. We can see that there is a one-to-one correspondence between the two measures of shape, and thus conclude that both measures, although defined differently from a mathematical point of view, essentially measure the departures from sphericity in a similar way and can be used interchangeably to quantify the shapes of galaxies with resolved stellar populations.

Figure 10.

Figure 10. Correlation between different measures of shape, 1 − B/A and A2, for the line of sight along the y-axis (when the dwarfs appear most non-spherical) for dwarfs on different orbits O1–O7 (upper panel) and dwarfs with different initial structure S6–S17 (lower panel). Color lines join measurements at subsequent apocenters starting from the initial values at the upper right region of each panel.

Standard image High-resolution image

5. THE SHAPES OF MILKY WAY SATELLITES

In this section, we discuss the shape parameters of the real dwarfs, satellites of the Milky Way, using photometric data. Our dwarf galaxy sample includes objects within heliocentric distance of about 260 kpc (close to the largest apocenter considered in the simulations), brighter than MV = −8 mag and with good photometric data available. These requirements restrict the sample to the eight classical dSph galaxies, the Sagittarius dwarf and the Large and Small Magellanic Clouds (LMC and SMC). The data sets we used comprise the positions and magnitudes of stars in at least two bands to allow for the selection of probable members of dwarf galaxies from the color–magnitude diagrams (CMDs). In the case of the Fornax dwarf we used the data from Coleman et al. (2005), for Sextans and Draco the data were retrieved from the Sloan Digital Sky Survey database. For these dwarfs we selected member stars by iterative fitting of the position of the red giant branch and choosing stars within a strip of variable width along the branch whose shape was adjusted to match the equal-density contours of the stars in the CMD. For the LMC and SMC, we extracted the stars from the Two Micron All Sky Survey (2MASS) survey and also included stars from the asymptotic giant branch (see van der Marel & Cioni 2001; Gonidakis et al. 2009).

For the remaining dwarfs (Sculptor, Carina, Ursa Minor, Leo I, Leo II, and Sagittarius) we used samples obtained previously by S.R.M. and collaborators with more precise photometric membership determination using color–magnitude as well as color–color diagrams to extract only the giant stars. The technique, described in detail in Majewski et al. (2000a), relies on the sensitivity of the DDO51 filter to magnesium features that reflect stellar surface gravity, temperature, and abundance in later type stars. When combined with the wide-band M and T2 filters of the Washington system, the DDO51 filter is especially useful for discriminating giant stars from foreground dwarfs on the basis of differences in their respective M − DDO51 colors at a given MT2 color. The data, although not publicly available, are described in the references provided in Table 2 and we refer the reader there for details concerning each dwarf galaxy.

Table 2. Properties of the Milky Way Satellites Included in This Analysis

Dwarf Center Center d r1/2 r1/2 Nstars Selection Source
Galaxy α(J2000) δ(J2000) (kpc) (arcmin) (kpc) (< 2r1/2) Method of Data
Fornax 02h39m48s −34°31'01'' 138 16.3 0.656 6283 CM 1,2,1
Sculptor 01h00m06s −33°42'40'' 86 8.85 0.221 1751 CM+CC 3,4,3
Carina 06h41m37s −50°58'00'' 105 7.86 0.240 269 CM+CC 5,6,7
Ursa Minor 15h09m04s +67°13'51'' 76 14.4 0.318 465 CM+CC 8,9,10
Sextans 10h13m03s −01°36'54'' 95 27.9 0.770 2503 CM 5,11,12
Draco 17h20m19s +57°54'48'' 80 9.66 0.225 1466 CM 5,13,12
Leo I 10h08m29s +12°18'20'' 257 3.34 0.250 1100 CM+CC 14,14,14
Leo II 11h13m29s +22°09'06'' 233 2.28 0.155 272 CM+CC 15,16,17
Sagittarius 18h54m59s −30°27'38'' 25 221 1.604 3344 CM+CC 18,19,18
LMC 05h23m34s −69°45'24'' 50 136 1.979 132549 CM 5,20,21
SMC 00h51m00s −73°07'12'' 62 70.9 1.278 13626 CM 22,23,21

References. (1) Coleman et al. 2005; (2) Saviane et al. 2000; (3) Westfall et al. 2006; (4) Pietrzyński et al. 2008; (5) Mateo 1998; (6) Pietrzyński et al. 2009; (7) Majewski et al. 2000b; (8) Kleyna et al. 1998; (9) Bellazzini et al. 2002; (10) Palma et al. 2003; (11) Lee et al. 2003; (12) SDSS DR8, Aihara et al. 2011; (13) Aparicio et al. 2001; (14) Sohn et al. 2007; (15) Coleman et al. 2007; (16) Bellazzini et al. 2005; (17) Siegel & Majewski 2000; (18) Majewski et al. 2003; (19) Kunder & Chaboyer 2009; (20) Schaefer 2008; (21) 2MASS survey, Skrutskie et al. 2006; (22) Gonidakis et al. 2009; (23) Szewczyk et al. 2009.

Download table as:  ASCIITypeset image

Table 2 lists the properties of the dwarfs included in this analysis: the dwarf name (Column 1), the position of the adopted center (Columns 2 and 3), the heliocentric distance of the dwarf (Column 4), the two-dimensional half-light radius r1/2 in arcmin and kpc (Columns 5 and 6), the number of member stars within 2r1/2 (Column 7), the method used for the membership determination (Column 8, CM: color–magnitude, CM+CC: color–magnitude plus color–color), and the source of data (Column 9, the three numbers give, respectively, the reference for the dwarf center, the distance, and the photometric data used for the measurements of its shape).

Although the values of the half-light radii are available in the literature, for consistency we determined them from the surface density distribution of the selected member stars by fitting a Plummer profile. For this purpose, the surface density profiles were measured in logarithmic bins of projected radii and fitted with data points weighted by density adjusting two parameters, the half-light radius and normalization. The obtained values of r1/2, listed in Table 2, are in good agreement with published scales (see, e.g., Table 2 in Łokas et al. 2011).

We measured the shape parameters 1 − B/A and A2 first using member stars in the whole range 0 < r < 2r1/2. The values of these parameters are listed in the second and fifth columns of Table 3, respectively, and marked as "whole." In order to distinguish between intrinsic bars and external tidal extensions it is also interesting to look at the parameters calculated separately in the inner part within 0 < r < r1/2 and the outer part within r1/2 < r < 2r1/2. Those are shown in the columns of Table 3 marked, respectively, as "inner" and "outer." In the following we will focus on A2, which is a more customary quantity used to describe bars, and adopt A2 ⩾ 0.2 as a threshold signifying the presence of a bar-like shape. Values above this threshold were typed in boldface in Table 3.

Table 3. The Shape Parameters of Milky Way Satellites Included in This Analysis

Dwarf 1 − B/A A2
Galaxy Whole Inner Outer Whole Inner Outer
Fornax 0.18 0.09 0.21 0.12 0.07 0.22
Sculptor 0.14 0.07 0.17 0.11 0.06 0.18
Carina 0.20 0.17 0.21 0.20 0.16 0.24
Ursa Minor 0.38 0.34 0.39 0.36 0.29 0.46
Sextans 0.07 0.09 0.07 0.08 0.08 0.08
Draco 0.16 0.15 0.16 0.15 0.14 0.18
Leo I 0.23 0.08 0.27 0.14 0.04 0.26
Leo II 0.09 0.10 0.09 0.09 0.10 0.09
Sagittarius 0.47 0.32 0.51 0.39 0.26 0.61
LMC 0.07 0.19 0.04 0.15 0.20 0.08
SMC 0.18 0.13 0.19 0.14 0.10 0.21

Notes. For each dwarf galaxy we list three values of parameters 1 − B/A and A2: for the whole stellar sample within 0 < r < 2r1/2, for the inner sample within 0 < r < r1/2, and for the outer sample within r1/2 < r < 2r1/2. The values of A2 ⩾ 0.2 signifying the presence of bar-like shape were boldfaced.

Download table as:  ASCIITypeset image

The motivation behind this division into inner and outer samples is that the tidal effects on the shape of dwarf galaxies can take two forms. The shapes can be affected by tides so that the whole orbital structure of the dwarf is rebuilt and a bar forms, or only the outer contours of the stellar distribution are elongated, signifying the transition to the tidal tails. The latter situation is illustrated very well by the special case of simulation O4, which ends at the pericenter of the orbit. This moment of the evolution is shown in the upper right panel of Figure 8. While the inner contours of the stellar density distribution are circular, the outer ones are strongly elongated due to strong tidal force at the pericenter of the orbit. On this orbit with a very small pericenter (as well as for the very tight orbit O2), the dwarf transforms into an almost perfectly spherical shape early on in the evolution, as demonstrated by the time dependence of the shape parameters in Figures 3 and 4. The shape remains spherical for most of the time at later stages, except at pericenters, where strong elongation takes place.

In Figure 11, we show the contour maps of the surface density of the stars in real dwarfs up to projected radii of the order of 2r1/2. The maps were obtained by smoothing the discrete distribution of stars with Gaussians of scale σ = 0.2r1/2 and binning it into 10 × 10 grids. As discussed in Section 3, such smoothing scales are small enough not to obscure subtle morphological features. The contours joining the regions of equal surface density of the stars are equally spaced in log surface density.

Figure 11.

Figure 11. Surface density distribution of stars in Milky Way satellites. In all cases (except for the LMC and SMC, where the number of stars is large) the surface density of stars was smoothed with Gaussian filters of scale 0.2r1/2 (where r1/2 is the half-light radius from Table 2) and the maps were created by binning the resulting stellar distribution into a 10 × 10 mesh. The contours are equally spaced in log surface density distribution. The images were rotated to align the major axis (as determined within 2r1/2) with the x-axis of the plots.

Standard image High-resolution image

As verified in Table 3, only in the case of Ursa Minor and Sagittarius are all three values of the bar mode parameter—for the whole, inner, and outer samples—found to have A2 > 0.2. This strong elongation, determined by the discrete shape measures, is confirmed in a more qualitative way by the images of these dwarfs in Figure 11. We conclude that these dwarfs possess the tidally induced bar and that their outer parts are affected by tides. In the case of the Sagittarius dwarf, the outer parts are likely stretched by tidal forces acting now, since the dwarf is very close to the pericenter of the orbit and the pericenter distance is very small (<15 kpc; like the dwarf in simulation O4 at the end of the evolution). In the case of Ursa Minor, which is much farther away from the center of the Milky Way at present, the outer contours probably signify a transition to the tidal tails. For the remaining dwarfs, the inner bar is detected only in the LMC and possibly in Carina (A2 = 0.16 in the inner part). In addition, Fornax, Carina, Leo I, and the SMC have A2 > 0.2 in the outer parts, signifying mild tidal extensions.

6. DISCUSSION

We have studied the shapes of dwarf galaxies orbiting the Milky Way using new discrete measures appropriate for systems where individual stars are resolved. First, we traced the evolution of shape parameters in a set of collisionless N-body simulations of late type progenitors of present day dSph galaxies. The initially disky dwarfs were placed on different orbits around a Milky Way type galaxy and the inner structure of the satellites was also varied. In addition to the strong mass loss and randomization of stellar orbits, tidal interactions inherent to such configurations lead to significant evolution of the shape. Usually at the first pericenter passage the dwarfs undergo bar instability and their overall distribution of stars transforms from the initial disks to triaxial bars. The bars are preserved for a few Gyrs of evolution but become shorter in time and produce, in the most tidally affected cases, almost spherical stellar components.

The effect of tidal forces on the shape of the dwarfs can be twofold. In addition to the tidally induced bar, which can be easily identified with the full three-dimensional information available in the simulations, the tidal forces can stretch the outer contours of the stellar distribution even in dwarfs that have already evolved into spheres. This is particularly well visible at pericenters but can also occur at other parts of the orbit where the dwarf is not being strongly shocked, but is already surrounded by the material stripped from its main body in the form of tidal tails. The two effects can be distinguished by measuring shapes separately in the inner and outer parts of the dwarfs.

We found the bar phase of the evolution to be quite common among the simulated dwarfs. Given that the dwarf models were not susceptible to bar instability in isolation, the presence of the bars can be considered as a signature of tidal stirring. One has to keep in mind however that the tidal forces are extremely effective not only in inducing the bars but also in destroying them. If the tidal force is very strong, the bar can transform into a spherical shape over a rather short timescale. It would therefore be very difficult to find a strong correlation between the formation of a bar and the strength of the tidal force or a dwarf's distance from the Milky Way.

Nevertheless, given the variety of shapes within the dwarf galaxy population in the vicinity of the Milky Way, we attempted to check if the tidal stirring scenario is broadly consistent with the properties of real dwarfs. To this end we measured the shapes of brighter dwarf galaxies having good enough available photometry for large samples of stars. Out of eleven dwarfs studied, we found clear signatures of inner bars in Ursa Minor, Sagittarius, LMC, and possibly Carina. In 6 out of 11 dwarfs we found indications of tidal extensions in the outer parts which likely signify transitions to the tidal tails.

The elongated shapes of Ursa Minor, Sagittarius, Carina, and the inner bar of the LMC have been pointed out by many previous studies. The results are however particularly interesting for Sagittarius because its elongated shape is usually interpreted as due to tidal forces acting at the present time when the galaxy is at the pericenter of its orbit. We find instead that the shape is elongated down to the very center of the dwarf thus lending support to the model proposed by Łokas et al. (2010b). In this scenario, the progenitor of Sagittarius was a disk galaxy similar to the present LMC, which transformed into a bar at the first pericenter passage. The bar is preserved until the present and the dwarf is currently at the second pericenter on its orbit around the Milky Way. The presence of the inner bar in the LMC also seems consistent with the tidal stirring scenario, which predicts that bars are typically formed at the first pericenter. Since the LMC is probably on its first passage around the Milky Way (Besla et al. 2007), it should be forming its bar right now.

It may seem surprising that among the eight classical dSph galaxies in the vicinity of the Milky Way a clear inner bar is detected only in Ursa Minor, which, according to the scenario presented here, would imply that it has not passed many pericenters on its orbit around the Milky Way. On the other hand, Ursa Minor is dominated by the most metal-poor stellar population among the classical Milky Way dSphs (Kirby et al. 2011). This means that it lost its gas rather early, probably via ram pressure stripping on its first passage around the Milky Way (Mayer et al. 2007), a mechanism acting most effectively for dwarfs accreted early. However, the gas may also have been lost via a strong blowout in the formation of the initial stellar population while the system was still evolving in isolation. Given the stochasticity in the star formation history outcomes, as well as the wide distribution of orbital and structural parameters of the progenitor dwarfs, it would be difficult to exactly reproduce the history of any given dwarf just from its present shape. The case of Ursa Minor, however, proves that bars are present even among the eight classical dwarfs and may also be present in other systems but not detectable because of their orientation along our line of sight.

The present study was based on photometric data alone. However, considerable progress toward discriminating between different scenarios of dSphs formation is expected if these data are combined with kinematic measurements. Although rich samples of radial velocity measurements are presently available only for a few dSphs (e.g., Walker et al. 2009), such samples are bound to grow substantially in the near future thanks to a new generation of multi-object spectrographs (such as the Prime Focus Spectrograph on the Subaru telescope). Kinematical samples for a few thousand stars could help detect remnant rotation that should be present in at least some dSphs if they formed from disky progenitors, as envisioned by the tidal stirring model. Such a rotation signal has until now only been tentatively detected for some dwarfs. In addition, such data will also help distinguish bars from other structures. Bars seen perpendicular to the longest axis should show little rotation in the inner parts, contrary to disks seen edge on. On the other hand, rotation detected in systems that appear spherical may indicate a bar seen along the longest axis (see Łokas et al. 2010a).

We end with a note of caution that the picture established here with the help of collisionless simulations using standard assumptions concerning, e.g., the initial dark matter profiles of the dwarfs, may well be modified if hydrodynamical processes are included or the assumptions changed. Although few hydrodynamical simulations of tidal stirring have been performed to date, they indicate that the shapes may be significantly affected by the presence of the gas and star formation (Mayer et al. 2007). The details of the morphological transformation will also be different if the initial dark matter profile has a core rather than a cusp (Governato et al. 2010; Łokas et al. 2012) and the initial stellar and gaseous disk of the dwarf is thicker. We plan to address these issues in our forthcoming papers.

This research was partially supported by the Polish National Science Centre under grant N N203 580940. We thank Gary Da Costa for providing photometric data for the Fornax dwarf in electronic form. S.R.M. is grateful for financial support from NSF grants AST 97-02521, AST 03-07851, AST 03-07417, and AST 08-07945, a fellowship from the David and Lucile Packard Foundation, and a Cottrell Scholarship from The Research Corporation. He also thanks William E. Kunkel, James C. Ostheimer, Christopher Palma, Richard J. Patterson, Michael H. Siegel, Sangmo Tony Sohn, and Kyle B. Westfall for their help in producing the photometric catalogs used in this analysis. S.K. is funded by the Center for Cosmology and Astro-Particle Physics (CCAPP) at The Ohio State University. J.L.C. acknowledges support from National Science Foundation grant AST 09-37523. The work of L.A.M. was carried out at the Jet Propulsion Laboratory, under a contract with NASA. L.A.M. acknowledges support from the NASA ATFP program. The numerical simulations were performed on the Cosmos cluster at the Jet Propulsion Laboratory. This work also benefited from an allocation of computing time from the Ohio Supercomputer Center (http://www.osc.edu).

Please wait… references are loading.
10.1088/0004-637X/751/1/61