A&A 547, A39 (2012) AstronomyDOI: 10.1051/0004-6361/201219668 & × cESO 2012 Astrophysics
A dynamical model for the Taffy galaxies UGC 12914/5 B. Vollmer1,J.Braine2,3,and M. Soida4 1 CDS, Observatoire astronomique, UMR 7550, 11 rue de l’université, 67000 Strasbourg, France e-mail: bvollmer@astro.u-strasbg.fr 2 Univ. Bordeaux, Laboratoire d’Astrophysique de Bordeaux, UMR 5804, 33270 Floirac, France 3 CNRS, LAB, UMR 5804, 33270 Floirac, France 4 Astronomical Observatory, Jagiellonian University, ul. Orla 171, 30-244 Krak, Poland Received 24 May 2012 / Accepted 20 September 2012 ABSTRACT The spectacular head-on collision of the two gas-rich galaxies of the Taffy system, UGC 12914/15, gives us a unique opportunity to study the consequences of a direct ISM-ISM collision. To interpret existing multi-wavelength observations, we made dynamical simulations of the Taffy system including a sticky particle component. To compare simulation snapshots to Hi and CO observations, we assume that the molecular fraction of the gas depends on the square root of the gas volume density. For the comparison of our simulations with observations of polarized radio continuum emission, we calculated the evolution of the 3D large-scale magnetic feld for our simulations. The induction equations including the time-dependent gas-velocity felds from the dynamical model were solved for this purpose. Our simulations reproduce the stellar distribution of the primary galaxy, UGC 12914, the prominent Hi and CO gas bridge, the offset between the CO and Hi emission in the bridge, the bridge isovelocity vectors parallel to the bridge, the Hi double-line profles in the bridge region, the large line-widths (∼200 kms−1) in the bridge region, the high feld strength of the bridge large-scale regular magnetic feld, the projected magnetic feld vectors parallel to the bridge and the strong total power radio continuum emission from the bridge. The stellar distribution of the secondary model galaxy is more perturbed than observed. The observed distortion of the Hi envelope of the Taffy system is not reproduced by our simulations which use initially symmetric gas disks. The model allows us to defne the bridge region in three dimensions. We estimate the total bridge gas mass (Hi, warm and cold H2)to be 5 to 6 ×109 M , with a molecular fraction MH2 /MHI of about unity. Despite the enormous mass of molecular gas in the bridge, very little star formation is present, similar to other systems with extraplanar gas and broad CO lines. The structure of the model gas bridge is bimodal: on kpc-scales there is a dense (0.01 M pc−3) component with a high velocity dispersion >100 kms−1 and a less dense (∼10−3 M pc−3) component with a smaller, but still high, velocity dispersion ∼50 kms−1. The synchrotron lifetime of relativistic electrons is only long enough to be consistent with the existence of the radio continuum bridge for the less dense component. On the other hand, only the high-density gas undergoes a high enough mechanical energy input to produce the observed strong emission of warm H2. We propose that, despite the high local gas densities, this high input of mechanical energy drives strong turbulence and quenches star formation in the bridge gas except for the giant Hii region near UGC 12915. Our model suggests that we observe this galaxy head-on collision near the time of maximum CO and H2 emission. Key words. galaxies: interactions – galaxies: ISM – galaxies: kinematics and dynamics 1. Introduction Galactic evolution is largely due to interactions of various sorts. We can distinguish tidal encounters, which are essentially gravitational interactions, from head-on collisions in which the gaseous components actually hit each other, resulting in fantastic shocks and injection of energy into the gas. A further type of interaction is the ram-pressure stripping suffered by cluster galaxies. We are concerned here with the head-on collisions and focus on the Taffy galaxies, UGC 12914 and UGC 12915, a spectacu-lar bridge system frst noticed by Condon et al. (1993). In these collisions, the stellar morphology is determined by the tidal in-teraction while the morphology of the gaseous component is de-termined by both gravity and hydrodynamics. While the general geometry of the system was suggested by Condon et al. (1993), no numerical simulations of the collision have been made until now. Appendix A is available in electronic form at http://www.aanda.org
The Taffy system attracted attention through its strong radio synchrotron bridge, a very unusual feature. The bridge is HI-rich and was subsequently found to be rich in molecular gas as well through CO observations (Gao et al. 2003;Braine etal. 2003). Dust appears to be underabundant with respect to gas in the bridge (Zink et al. 2000; Zhu et al. 2007), presumably due to grain ablation during the collision. The galaxies themselves are particularly massive, with rotation velocities of 250 km s−1 or more and some 1.5 × 1010 M of Hi and a similar quantity of molecular gas, dependent on the N(H2)/ICO conversion fac-tor from CO emission to H2 column density. Some 10−20% of the gas is in the bridge, making it at least as rich in gas as the entire Milky Way. Condon et al. (1993) estimate that the galaxy disks passed through each other about 20 Myr ago with a trans-verse velocity of about 600 km s−1. The bridge and the counter-rotating galaxies are seen close to edge-on as the recession velocities of the two galaxies are virtually equal. Figure A.1 shows the morphology of the system. The wealth of available data makes the Taffysystem both attractive and challenging to model. We present the frst simulations of the collision, attempting to simultaneously Article published by EDP Sciences A39, page 1 of 27 reproduce (i) the morphologies of the stellar and gaseous components; (ii) the relative bridge and galaxy gas masses; (iii) the velocity feld including the presence of double peaks in the bridge spectra; (iv) the magnetic feld orientation; and (v) the morphology of the polarized and unpolarized radio continuum emission. A sticky particle code is used in order to enable cloud-cloud col-lisions to occur. We are most familiar with the interstellar medium (ISM) and star formation (SF) in the Milky Way, a quiescent rotating disk. At the velocities observed in the Milky Way, ISM-ISM (i.e. hydro) collisions are believed to favor star formation, the clearest example being the triggered star formation sometimes found around Hii regions (Zavagno et al. 2010). The impact ve
locity of the interstellar media of the UGC 12914/5system is 800 kms−1, very much greater than can be observed in the Milky Way. Despite the enormous gas mass and strong CO emission in the bridge, strikingly little star formation is present (Braine et al. 2004). Numerically modeling the encounter is the frst step towards understanding the effect of injecting huge amounts of kinetic energy into the gas found in the bridge. The UGC 12914/5 system is not the only ISM-ISM collision known. The so-called Taffy2 system, UGC 813/6 (Condon et al. 2002), is very similar although the galaxies are some
what less massive and less gas-rich. Nonetheless, the bridge is quite spectacular and the geometry quite similar. Stephan’s Quintet is similar in terms of collision velocity but the velocity is entirely along the line of sight; the collision is on-going and involves an intruder galaxy hitting the intra-group medium of this compact group with a velocity of ∼1000 km s−1.The re-sulting large-scale shock (∼40 kpc) emits in X-ray (Trinchieri et al. 2003) and radio continuum emission (van der Hulst 1981). Powerful high-velocity dispersion molecular hydrogen is associated with the intergalactic shock wave (Appleton et al. 2006; Guillard et al. 2009). About 5 × 108 M of warm H2 spread over ∼480 kpc2 were found in the main shock region (Cluver et al. 2010). In addition, CO(1−0), (2−1) and (3−2) line emission have been detected in this region with complex profles, spanning a velocity range ∼1000 km s−1 (Guillard et al. 2012). The intra-group material involved has most probably been tidally stripped by a past galaxy-galaxy interaction (Renaud et al. 2010; Hwang et al. 2012). Colliding ring galaxies can also have gas and star bridges. As an example, the Hi bridge between the two galaxies in Arp 284 (NGC 7714/15) contains 2 × 109 M (Smith et al. 1997). Struck & Smith (2003) showed that a fast (∼400 kms−1)off-center (∼4 kpc) inclined collision is responsi-ble for the peculiar morphology of the system. The models sug-gest that the gas bridge interacts with tidally stripped gas from an older component. Head-on collisions of gas-rich galaxies are rare events in the local Universe. However, galaxy encounters of all types were more frequent, and galaxies more gas-rich, at earlier epochs. The Taffy system UGC 12914/15 can thus give insight into how mass assembled in the early Universe. 2. The model We used the N-body code described in Vollmer et al. (2001), which consists of two components: a non-collisional component that simulates the stellar bulge/disk and the dark halo, and a col-lisional component that simulates the ISM. The non-collisional component of each galaxy consists of 81 920 particles, which simulate the galactic halo, bulge, and disk. The characteristics of the different galactic components are presented in Table 1.The frst of the two galaxies, the primary, is 2.3 times more massive Table 1. Pre-collision model galaxy parameters. N(1) (2) Component Mass rd (1010 M ) (kpc) Galaxy 1 vrot = 295 kms−1 Halo 64.3 32 768 10.0 Bulge 2.2 16 384 0.9 Stellar disk 11.1 32 768 4.0 Gas disk 1.7 20 000 6.0 Galaxy 2 vrot = 245 kms−1 Halo 28.2 32 768 6.3 Bulge 1.0 16 384 0.6 Stellar disk 4.9 32 768 2.5 Gas disk 0.7 20 000 3.8 Notes. (1) Number of particles; (2) exponential scale length. and its disk scalelength is 1.6 times larger than that of the sec-ondary galaxy. The resulting rotation velocities are ∼295 kms−1 and ∼245 kms−1, respectively. We adopted a model where the ISM is simulated as a collisional component, i.e. as discrete particles that possess a mass and a radius and can have partially inelastic collisions. Since the ISM is a turbulent and fractal medium (see e.g. Elmegreen & Falgarone 1996), it is neither continuous nor discrete. The vol-ume flling factor of the warm and cold phases is smaller than one. The warm neutral and ionized gas flls about 30−50% of the volume, whereas cold neutral gas has a volume flling fac-tor smaller than 10% (Boulares & Cox 1990). It is unclear how this fraction changes when an external pressure is applied. We thus do not identify the cloud particles with giant molecular clouds (GMC) but treat the entire ISM as a collisional medium. In contrast to smoothed particle hydrodynamics (SPH), which is a quasi-continuous approach where the particles cannot penetrate each other, our approach allows a fnite penetration length, which is given by the mass-radius relation of the particles. The 20 000 particles of the collisional component in each galaxy represent gas cloud complexes that evolve in the gravitational potential of the galaxy. The total assumed gas mass of the two galaxies is 2.4 × 1010 M . The mass distribution of the cloud complexes is N(m)dm ∝ m−1.3dm for 2 × 105 M ≤ m ≤ 2 × 107 M . This is close to the mass spectrum of Galactic gi-ant molecular clouds (m−1.5; Solomon et al. 1987; Rosolowsky 2005). To each particle, a radius is attributed depending on its mass:    r = 65 ξ m 106 M pc. (1) We used different values for the cloud size parameter ξ,which is not known a priori. During the disk evolution, the cloud particles can have par-tially inelastic collisions, the outcome of which (coalescence, mass exchange, or fragmentation) is simplifed following the geometrical prescriptions of Wiegel (1994). Figure 1 shows the overlapping mass fraction for a collision of two clouds as a function of the ratio between the cloud radius rcl and the impact pa-rameter b. For a collision of clouds of equal mass, the ratio be-tween the overlapping and the total cloud masses is small for b ∼ 2rcl and rises steeply to ∼0.5for b = rcl.For b < rcl the mass fraction slowly rises toward unity. For a collision of clouds with a mass ratio of ten, the shape of the overlapping mass fraction with respect to r1/b is the same as in the previous case, but A39, page 2 of 27 B. Vollmer et al.: A Taffy model Fig.
1.
Overlapping cloud mass which is affected by a cloud-cloud col-lision divided by the total cloud mass as a function of the fraction be-tween the radius of the massive cloud r1 and the impact parameter b (from Wiegel 1994). Crosses: cloud of equal mass M1 = M2. Triangles: M1 = 10 × M2. shifted to higher r1/b and lower mass fractions. We conclude that for r1 < b < r1 + r2 the mass fraction which is involved in the cloud-cloud collision is small. Our method which treats the cloud collisions geometrically is close to that of Olson & Kwan (1990) and Theis & Hensler (1993). All partially inelastic col-lisions conserve mass and momentum. The collisions result in an effective gas viscosity in the disk. Since the code has a maximum number of particles of 40 000, mass exchange between the two colliding gas clouds occurs most frequently. Colliding clouds can only fragment if cloud coalescence occurred before elsewhere. During a mass exchange the less massive cloud al-ways gains and the more massive cloud loses mass. After a large number of collisions, this leads to steepening of the mass spectrum at the high and low-mass ends, and ultimately to a fat mass spectrum around the mean cloud mass of 6 × 105 M . The particle trajectories are integrated using an adaptive timestep for each particle. This method is described in Springel et al. (2001). The following criterion for an individual timestep is applied: 20 kms−1 Δti = (2) ai where ai is the acceleration of the particle i. The minimum value of ti defnes the global timestep used for the Burlisch-Stoer integrator that integrates the collisional component, and is typically afew 104 yr. Since each cloud-cloud collision is resolved in time and space by the code, the cloud collision rate is physical and follows the classical equation N  dN 2 = √ vdisp,iσini, (3) dt π i=1 where vdisp,i is the 1D velocity dispersion, σi the cross section of particle i,and ni is the local cloud density around particle i (Theis & Hensler 1993). Sinceweuse acloud mass spectrum, thecross 2 section is σ = πr2, with 1 ≤≤ 4, instead of σ = 4 πrthat applies for particles of same size. For the comparison with the collision rate of the dynamical simulations in Sect. 3,we set = 2. Table 2. Parameters of the frst set of Taffy simulations. xi(1) Nmax (3) M(4) Taffy Inclination(2) coll bridge simulation (Myr−1) (109 M ) 1 1 0◦ 891 1.48 2 1 30◦ 893 1.50 3 1 45◦ 880 1.98 4 2 0◦ 1525 1.79 5 2 30◦ 1609 1.87 6 2 45◦ 1579 2.29 7 4 0◦ 2609 2.41 8 4 30◦ 2362 2.12 9 4 45◦ 2280 2.48 10 8 0◦ 3249 2.75 11 8 30◦ 3218 2.64 12 8 45◦ 2945 2.77 13 8 −30◦ 3793 3.19 14 8 −45◦ 4600 3.33 15 16 0◦ 5623 4.01 16 16 30◦ 5046 3.48 17 16 45◦ 4963 3.62 Notes. (1) Parameter of the cloud mass-size relation; (2) inclination an-gle between the two disks; (3) maximum collision rate between cloud particles; (4) total gas mass within the bridge region 3 < z < 12 kpc. 3. The simulations We made two sets of simulations of head-on collisions of two gas-rich spiral galaxies: (i) a frst set with a simplifed collision geometry to determine the cloud size parameter ξ and the in-clination angle i between the two galaxies before the collision and (ii) a second set of simulations with fxed ξ and a fxed range of inclinations, where we varied the impact parameter systematically. 3.1. Cloud size parameter and galaxy inclination In the frst set of simulations the more massive (primary) galaxy is placed in the x-y plane, the second galaxy is placed in a plane parallel to that of the frst one, but offset by 12 kpc along the z-axis and by 0.5 kpc along the x-axis. The initial velocity of the less massive galaxy is 500 km s−1 along the z-axis toward the primary galaxy which is at rest. We varied the inclination angle between the two galactic disks between −45◦ and 45◦ and the cloud size parameter between 1 ≤ ξ ≤ 16 (Table 2). For the sky projection we used the observed position and inclination angles of UGC 12914: PA = 160◦ , i = 30◦.The position angle and inclination of the model primary galaxy de-fne a plane in three dimensional space. The model galaxy can then be rotated within this plane by the azimuthal viewing angle which is chosen such that the secondary galaxy is close to the observed position of UGC 12915. Figure 2 shows a representative time evolution of the simulated head-on collision between two gas-rich galaxies. The galaxies collide1 at t = 0 Myr. The projected distance between the two galaxies is close to the dis-tance between UGC 12914 and UGC 12915 at t = 26 Myr. The head-on collision produces a prominent gas bridge between the galaxies without a stellar counterpart. At t = 26 Myr the gas within the bridge forms an X-structure. The outer gas disk of the primary galaxy is not affected by the collision because of the small size of the initial gas disk of the secondary galaxy. For 1 We defne the collision time as the time of minimum distance between the galaxy centers. A39, page 3 of 27 leads to an increase of the overall gas surface density in the Fig.
2.
Time evolution of a Taffy galaxy collision (simulation 10). Left panels: stellar surface density. The greyscale is logarithmic from 8 to 5600 M pc−2. Right panels: total gas surface density. The greyscale are (1, 4, 9, 16, 25, 36, 49, ..., 400) M pc−2. The timestep of interest (26 Myr) is marked by “model”. The impact parameter is ∼3 kpc. t ≥ 20 Myr both galaxies develop stellar and gaseous ring structures which are characteristic for head-on galaxy collisions (see, e.g., the Cartwheel galaxy; Higdon et al. 1995, 1996). The gas distribution of the bridge displays an X-structure in all simulations. Since the X-structure is visible at all azimuthal viewing angles, we conclude that it stems from a 3D hourglass shape. The X-structure is symmetric for i = 0◦,i.e.when the col-liding disks are parallel. Increasing the inclination angle between the two disks increases the gas surface density of the upper part of the X-structure, toward the less massive galaxy leading to a higher bridge mass. An increase of the cloud size parameter ξ bridge region without changing the gas morphology. The time evolution of the cloud collisions in the whole system are presented in Fig. 4. The collision rate of the clouds in the two galactic disks is constant before the collision. As ex-pected, its absolute value increases with increasing cloud size parameter ξ (from blue to red). During the collision, the cloud collision rate rises steeply within a few Myr, stays high during ∼10 Myr, drops to a minimum at t ∼ 40 Myr, and rises again slightly for t > 40 Myr (Fig. 4). The latter rise is due to the for-mation of prominent gas rings of high surface densities in both galaxies. The ratio between the maximum and initial collision rates mainly depends on the inclination angle between the disks. This fraction is ∼13 for i = 0◦ and ∼22 for i = 30◦−45◦ . The quantitative relations of the infuence of the inclination angle between the disks i and the cloud size parameter ξ on the cloud collision rate during the galaxy collision and the gas mass in the bridge region are shown in Fig. 5. We defne the bridge region as a cylinder whose base is parallel to the disk plane of the primary galaxy with an infnite radius and extending from 3 kpc to 12 kpc perpendicular to the plane of the primary galaxy (UGC 12914). Based on Eq. (3), the collision rate of an ensemble of particles should be proportional to the cloud size parameter ξ (Eq. (1)). The situation changes if the ensemble has an evolving spectrum of particle sizes. After a large number of collisions, the mass spectrum steepens at the high end (see Sect. 2). This steep
ening decreases the number of massive clouds which dominate the overall collision rate because of their large cross sections. The local particle density and velocity dispersion is calculated using the 50 nearest neighbors. As expected for a slight steepening of the cloud mass spectrum with increasing collision rate, the correlation between the theoretical collision rate of the system based on Eq. (3) and the measured model collision rate of the quiet galaxy system before collision is close to linear with a slope of 0.8 (upper panel of Fig. 5). The ratio between the max
imum collision rate counted in bins of 10 Myr and the collision rate of the quiet system is 5.3 ± 0.6 for all simulations. The correlation between the cloud size parameter ξ and the maximum collision rate has a slope of 0.65 (middle panel of Fig. 5), i.e. it is somewhat shallower than the correlation of the collision rate of the quiescent system. We ascribe this difference again to the cloud size spectrum. The correlation between the bridge gas mass and the maximum collision rate is Mbridge ∝ (dN/dt)0.5 (lower panel of max Fig. 5). This behavior is caused by the geometrical cloud col-lision scheme (Sect. 2): for a constant impact parameter b,the ratio between the mass of the colliding clouds that is affected by the collision mcoll, i.e. the mass included in the geometrical overlap between the clouds, and the initial masses of the col-liding clouds mini is small for r1 < b < r1 + r2 and increases rapidly with increasing cloud radius r1. Only cloud-cloud col-lisions with b/r1 < 0.7 lead to signifcant transfer of mass and momentum. An increase of the cloud radius with increasing ξ (Eq. (1)) thus leads to an increase of the collision rate which is approximately proportional to ξ. However, many of the new cloud-cloud collisions do not lead to a signifcant mass and momentum transfer. Since the gas bridge is caused by momentum transfer during cloud-cloud collisions, the bridge gas mass is ex-pected to increase more slowly than the cloud collision rate, as observed in our simulations. With (dN/dt)max ∝ ξ0.65, the correlation between the bridge gas mass and the cloud size parameter ξ is Mbridge ∝ ξ0.3.The maximum collision rate does not depend on the inclination angle between the disks. The dependence of the bridge mass on the A39, page 4 of 27 B. Vollmer et al.: A Taffy model Fig.
3.
Snapshots at the time of interest (26 Myr) for simulations with different inclination angles between the disks and different cloud particle sizes as described in Table 2. Greyscale levels are (2, 4, 8, 16, 32, 64, 128, 256) M pc−2. A39, page 5 of 27 Fig.
4.
Cloud particle collision rate for the simulations described in Table 2. The factor of the cloud particle mass-size relation ξ increases from blue to red. inclination angle between the disk is weak compared to that on the cloud size parameter ξ (Fig. 5). For ξ ≥ 8 the bridge gas mass exceeds 2.7×109 M (Table 2). This is at the lower end, but comparable to the observed bridge gas mass of 3−4 × 109 M . We thus decided to fx the cloud size parameter at ξ = 8 for the second set of simulations. Since only simulations with −30◦≤ i ≤ 0◦ lead to distributions of stars and gas that reproduce observations, we restricted the second set of simulations to this range of inclination angles between the two disks. 3.2. Comparison with SPH simulations The main difference between our collisional model and SPH simulations of head-on collisions (Struck 1997;Tsuchiya etal. 1998) is the fnite penetration length of the collisional particles compared to the interdiction of penetration in SPH. The impact generally carves a hole in the primary disk which is flled quite rapidly (Struck 1997). Since in SPH all particles in the over
lapping region collide, one expects a much higher momentum transfer in SPH than in a collisional scheme. Due to the strong momentum transfer, a less massive (∼20% of the primary) com-panion gas disk is destroyed during the head-on collision (Struck 1997). As in our model, head-on collisions of gas-rich galaxies form prominent gas bridges in SPH. The SPH bridges also show high gas column densities, comparable to those found in our simulations. In contrast with our model, SPH simulations can include gas heating and cooling. Struck (1997) showed that the colliding gas is heated to temperatures up to 106 K at the impact. The bridge gas than cools down to ∼105 K after 35 Myr and to ∼104 K within less than 100 Myr2. The overall gas distributions of isothermal SPH simulations compared to SPH simulation in-cluding heating and cooling are similar. In general, the edges of the gas distributions are sharper in the isothermal simulations (Fig. 4 of Struck 1997). We expect that our model simulations are closer to isothermal SPH simulations of head-on galaxy col-lisions, but they involve a smaller amount of momentum transfer between the ISM of the colliding galaxies. 2 A large fraction of the Taffy bridge gas is cooler. Cooling strongly depends on gas density. SPH models have kpc resolution and do not resolve dense small-scale structures, which cool on much shorter timescales. Fig.
5.
Correlation for the simulations described in Table 2. Upper panel: cloud collision rate of the simulated quiet galaxies before collision as a function of the theoretical cloud collision rate based on Eq. (3). Middle panel: maximum collision rate in bins of 10 Myr as a function of the cloud particle mass-size relation ξ. Lower panel: total gas mass in the bridge region as a function of the maximum collision rate. Crosses: i = 0◦; diamonds: i = 30◦; triangles: i = 45◦ . 3.3. Realistic Taffy galaxy models In our second set of simulations we set the cloud size parameter ξ = 8 and the inclination between the two galaxies i = −30◦ , 0◦ . To test the infuence on the impact parameter, we varied the initial position of the secondary galaxy (−71.5, 1.0, −96.5) kpc by adding 3 kpc-long and 9 kpc-long vectors with directions A39, page 6 of 27 B. Vollmer et al.: A Taffy model Table 3. Parameters of the second set of Taffy simulations which are used for comparison with observations. Nmax Taffy ξ Inclination x y z vx vy vzb Δvmax coll Mbridge simulation (kpc) (kpc) (kpc) (km s−1) (kms−1) (kms−1) (kpc) (km s−1) (Myr−1) (109 M ) 18 8 0◦ −71.5 1.0 −96.5 300 0 405 2.0 1080 4850 3.49 19 8 −30◦ −71.5 1.0 −96.5 300 0 405 1.0 1120 4950 3.22 20 8 0◦ −71.5 4.0 −96.5 300 0 405 2.5 1080 3548 3.21 21 8 −30◦ −71.5 4.0 −96.5 300 0 405 1.3 1120 4973 3.23 pointing toward the eight corners and six sides of a cube. From these 28 simulations we chose those which best ft the observed CO gas distribution and velocity feld. The initial conditions of these four simulations are presented in Table 3. In the following, we restrict our discussion on the two “best-ft” models, simulations 19 and 20. These simulations differ in the inclination angle between the disks, the impact parameter, and the maximum relative velocity. Whereas the maximum relative velocity between the two galaxies is between 1080 and 1120 km s−1, it decreases rapidly after the impact, and is only between 660 and 690 km s−1 at the time of interest, i.e. 23 Myr after the impact. The time evolution of the stellar and gaseous components for are presented in Fig. 6 (simulation 20) and Fig. 7 (simulation 19). The main difference between these simulations is that in simulation 19 the secondary galaxy forms strong tidal tails to the east and west parallel to the secondary’s trajectory, much stronger than ob-served. The origin of a part of the gas mass in the bridge region is the secondary’s western tidal arm. These tails are also formed in simulation 20, but they are much shorter (3 kpc instead of 10 kpc for simulation 19). Both simulations produce prominent gas bridges along the secondary’s trajectory whose morphologies are very similar to those of the previous set of simulations with simplifed collision geometries (Fig. 2). Whereas the gas bridge of simulation 20 has the morphology of a 3D hourglass, the morphology of the gas bridge of simulation 19 is dominated by a straight flament which bifurcates toward the secondary galaxy. For both simulations the high-surface density small-scale structures disperse and disappear ∼30 Myr after the galaxy collision. At the same time, the width of the gas bridge increases. As in the previous set of sim-ulations, the outer gas disk of the primary galaxy is not affected by the interaction, because of the relatively small extent of the secondary’s gas disk. For t > 30 Myr, both galaxies develop prominent ring stellar and gaseous structures. The total cloud collision rates of the system for simulations 18−21 are shown in Fig. 8. The shape of the time evo
lution of the cloud collision rate mainly depends on the inclination angle i between the two disks. In the case of parallel disks (i = 0◦, simulations 18 and 20), the cloud collision rate abruptly increases during a few Myr. After its peak, it decreases until 10−15 Myr, rises again slightly until 20−25 Myr, and then declines slowly until 50 Myr after the impact. The collision rate shows a different behavior for inclined galactic disks ( i = −30◦ , simulations 19 and 21): the cloud collision rate slowly rises al-ready 10 Myr before the impact. At the moment of impact, it rises abruptly during a few Myr. After the impact, the collision rate declines until t ∼ 7 Myr, increases again to a secondary maximum at t ∼ 10 Myr, and then declines monotonically until t = 50 Myr. The formation of the secondary maximum is due to the formation of the prominent tidal tail in the secondary galaxy (see timestep 10 Myr in Fig. 7). For t > 20 Myr the evolution of the collision rates are similar for all four simulations. 3.4. The time of impact The time of interest is chosen to reproduce the main observed characteristics of the Taffy system: the projected positions of UGC 12914/15, the high gas column density of the bridge, and the double-line profle of the spectra of the total gas in the bridge region. This leads us to choose the timestep 23 Myr after impact. This timestep of interest is indicated in Figs. 6 and 7 Condon et al. (1993) estimated the time of impact under the assumption that their orbits are parabolic. Since the systemic velocities of UGC 12914 and UGC 12915 are very close (Δvr = 35 kms−1), the galaxies 3D velocity vectors are located in the plane of the sky. With the projected distance between the galaxies (∼15 kpc) and galaxy masses, they derived a relative velocity of 600 km s−1. This leads to a time since impact of t ∼ 24 Myr which is consistent with the time derived from spec-tral steepening of the radio bridge (Condon et al. 1993). We thus confrm this estimate of the collision time. 4. Comparison with observations To test the goodness of our “best-ft” simulations 19 and 20, we compare the model results to the following observations of the Taffy galaxy system UGC 12914/15: – stellar distribution; – Hi and CO gas distributions; – CO velocity feld; – Hi and CO spectra; – polarized radio continuum emission intensity and projected direction of the regular magnetic felds; – radio continuum total power emission. For the comparison we use a unique projection with the primary (UGC 12914) seen at PA = 160◦ , i = 30◦, and an azimuthal viewing angle (rotation around the angular momentum axis of the primary’s disk; see Fig. 9 of Vollmer et al. 2008a) az = 20◦ . 4.1. Stellar distribution The Spitzer 3.6 μm map which traces the stellar mass distribution of the Taffy galaxy system UGC 12914/15 is shown in the upper panel of Fig. 9. The smaller galaxy, UGC 12915, has a prominent tidal arm toward the northwest and a faint counterarm to the southeast. The inner disk of UGC 12914 shows the well-known ring structure at a distance of ∼20 = 6 kpc3 from the center. Two spiral arms are visible in the north and south of the galactic disk. The stellar surface density of the outer (6−10 kpc) disk is higher in the north than in the south. Moreover, UGC 12914 shows a low surface density stellar halo up to a radius of ∼80 = 23 kpc. The model stellar distributions 3 We use a distance of 60 Mpc for the Taffy galaxy system. A39, page 7 of 27 Fig.
6.
Time evolution of simulation 20 (i = 0◦ , δy = 4 kpc). Left panels: stellar surface density. The greyscale is logarithmic from 8 to 5600 M pc−2. Right panels: total gas surface density. The greyscale are (1, 4, 9, 16, 25, 36, 49, ..., 400) M pc−2. The timestep of interest (26 Myr) is marked by “model”. of simulation 19 and 20 are shown in the lower and middle panel of Fig. 9. There is rough agreement between simulations and observations: all secondary galaxies show a tidal distortion along the major axis. However, in both simulations the secondary galaxy is more distorted than observed. Moreover, the curvature of the northern tidal arm is stronger than that of UGC 12915 in both simulations. This is caused by the fact that the secondary galaxy is not observed exactly edge-on. A change of the inclination by 10◦ and the azimuthal viewing an-gle by 20◦ of simulation 20 leads to an edge-on projection of the secondary galaxy which reproduces the observed stellar distribution of UGC 12915 (Fig. 10). We keep the azimuthal viewing angle of Fig. 9, because the associated projection best repro
duces the gas distribution and velocity feld. As already stated in Sect. 3.1, the secondary galaxy of simulation 19 shows more prominent tidal arms than that of simulation 20 or the observations. Even in the case of an edge-on projection of the secondary galaxy in simulation 19, the curvature of its northern tidal tail is much stronger than observed. The resemblance between simulations and observations is better for the primary galaxy, UGC 12914. Especially the higher stellar surface density in the northern outer stellar disk at (−6, 2) kpc is reproduced. This is a direct effect of the passage of UGC 12915 in this region of the disk of UGC 12914. We con-clude that simulation 20 better reproduces the stellar mass dis-tribution of the Taffy galaxy system UGC 12914/15. 4.2. Gas distribution The model gas clouds represent the ISM as an entity. To distinguish molecular from atomic gas we use a prescription based on the total gas volume density, which has been successfully applied to the Virgo spiral galaxies NGC 4522 A39, page 8 of 27 B. Vollmer et al.: A Taffy model Fig.
7.
Time evolution of simulation 19 (i = −30◦ , δy = 1 kpc). Left panels: stellar surface density. The greyscale is logarithmic from 8 to 5600 M pc−2. Right panels: total gas surface density. The greyscale are (1, 4, 9, 16, 25, 36, 49, ..., 400) M pc−2. The timestep of interest (26 Myr) is marked by “model”. (Vollmer et al. 2008b) and NGC 4330 (Vollmer et al. 2012a): we assume that the molecular fraction depends linearly on the square root of the gas density fmol = Mmol/Mtot =  ρ/(0.03 M pc−3) and the molecular fraction cannot exceed unity. A detailed motivation for this prescription is given in Vollmer et al. (2008b). The atomic and molecular gas surface density distributions are thus given as ΣHI = (1 − fmol) Σtot and ΣH2 = fmol Σtot. The atomic and molecular gas distributions of the model snapshots of simulation 19 and 20 are shown together with the CO (Gao et al. 2003)and Hi (Condon et al. 1993)dis
tributions in Fig. 11. The outer envelope of the Hi distribution of model primary galaxies of simulation 19 and 20 are relatively unperturbed. That of the secondary galaxy follows tidal perturbations visible in the stellar distribution (Fig. 9). The observed outer Hi envelope is different, with prominent Hi maxima to the north and south. In addition, the northern extension of UGC 12914’s gas disk is entirely missing. The surface density of the observed Hi bridge is not constant between UGC 12914 and UGC 12915. The maximum of the Hi bridge is located closer to UGC 12914 and shifted to the northwest with respect to the line connecting the two galaxy centers. Contrary to observations, the surface density dis-tributions of the model Hi bridges are constant along lines con-necting the two galaxies. As for the observed Hi distribution, the regions of maximum surface density of the model Hi bridges are shifted to the northwest with respect to the line connecting the two galaxy centers. This is a direct consequence of the impact which occurs northwest of the center of the primary galaxy. The comparison between the model and observed H2 distributions is always limited by an uncertain conversion factor be-tween CO surface brightness and H2 surface density. In the Taffy system, this conversion factor varies signifcantly between the disk and bridge regions (Braine et al. 2003; Zhu et al. 2007). Because of the uncertainty of the local conversion factor, we A39, page 9 of 27 Fig.
8.
Cloud particle collision rate for the simulations described in Table 3. Red: simulation 18; blue: simulation 19; yellow: simulation 20; green: simulation 21. apply a constant Galactic CO-H2 conversion factor N(H2)/ICO = 1020 cm−2 (Kkms−1)−1 to the whole Taffysystem (Zhuet al. 2007). For this comparison one has to bear in mind that the CO-H2 conversion factor in the bridge might be several times lower than that in the galaxy disks (Braine et al. 2003; Zhu et al. 2007). The maximum CO surface brightness and CO luminosity of UGC 12915 are higher than those of UGC 12914. The CO emission distributions of UGC 12914 and UGC 12915 are asymmetric along the major axis: they are more extended to the north than to the south. The maximum CO emission of the bridge is observed close to UGC 12915 and harbors a giant Hii region (Gao et al. 2003;Braine etal. 2003; Zhu et al. 2007). The pro-jected width of the CO bridge is about half that of the Hi bridge. The CO bridge is offset toward the southeast with respect to the Hi bridge. In the model, the H2 surface density of the two galactic disks is about the same. Whereas the H2 surface density of the pri-mary galaxy is more extended to the south in simulation 20, that of the secondary galaxy is more extended to the northwest. In simulation 19 the H2 distribution of the primary galaxy is more symmetric, and that of the secondary is strongly distorted by the strong tidal felds. The model H2 bridges are more continuous than the observed CO bridge. Whereas there is more bridge H2 found in the northeast in simulation 20, the opposite trend is observed in simulation 19. As observed, the widths of the H2 bridges are about half that of the model Hi bridges, and they are offset to the southeast with respect to the Hi bridges. 4.3. Molecular gas velocity field The observed CO velocity feld of the Taffysystem (Gaoet al. 2003) is presented in Fig. 12 together with the model molecular gas velocity felds. The observed CO velocity feld of the galactic disks is quite regular, i.e. the isovelocity contours are approximately parallel to the disks’ minor axes. The molecular gas of most of the bridge region has a zero velocity, i.e. that of UGC 12914. The velocities become positive (∼150 kms−1)in the northwestern bridge region toward UGC 12915 and in the Fig.
9.
Stellar surface density distribution. Upper panel: based on southern bridge region toward UGC 12914. The velocity gradi-Spitzer IRAC 3.6 μm observations. Middle panel: timestep t = 23 Myr ent of most of the bridge is parallel to that of disk rotation. of simulation 20. Lower panel: timestep t = 23 Myrofsimula- Only simulation 20 shows undisturbed disk rotation felds tion 19. Contour levels are (1, 2, 4, 8, 16, 32, 64, 128, 256, 512, 1024) × 5 M pc−2. Projection parameters are PA = 160◦ , i = 30◦,and az = 20◦ . which reproduce the observations. The isovelocity contours in A39, page 10 of 27 B. Vollmer et al.: A Taffy model jection parameters PA = 160◦ , i = 20◦,and az = 0◦. The stellar mor-phology of UGC 12915 is better reproduced by the model. the disks of simulation 19 are not parallel to the minor axes, but bent, as in barred spiral galaxies. In both simulations, most of the bridge gas is at zero velocity, in agreement with observations. The positive velocity of the northern receding side of the sec-ondary galaxy and the southern receding side of the primary galaxy extend into the bridge region, giving rise to a velocity gradient which is parallel to that of disk rotation, again, in agreement with observations. The observed CO velocity structure of the bridge is better reproduced by simulation 19. 4.4. HI and CO spectra The CO observations of Gao et al. (2003) presented in the pre
vious Section were made with the BIMA interferometer. Due to the lack of very short baselines, the interferometer cannot de- tect extended structures of molecular gas. This extended molecular gas component is best detected by a single dish telescope, as the IRAM 30m telescope. In the presence of complex line shapes, the moment maps contain less information than the in-dividual spectra. Therefore, we show in Fig. A.1 30 m CO(1−0) spectra together with VLA Hi spectra of the Taffy system (Fig. 1 of Braine et al. 2003) for the comparison with our simulations. In the disk regions, where the lines are broad (∼700 kms−1), the CO line follows the Hi line. In the bridge region the Hi spectra show a pronounced double-peaked spectrum. Both peaks have comparable widths (∼200 kms−1) and intensities. They are separated by ∼100−300 kms−1. Only the high-velocity part of the Hi spectra has a CO counterpart. On the western side of UGC 12914 a double-line profle is observed in Hi, with a CO counterpart only for the low velocity line. The corresponding model spectra are presented in Fig. A.2 for simulation 20 and in Fig. A.3 for simulation 19. The model Hi and CO lines of the pri-mary galaxy have broad widths in both simulations, comparable to the observed line widths. Those of the secondary galaxy are comparable to the observed line widths only in simulation 20, observations from Condon et al. (1993)and Gao et al. 2003). because the secondary is seen less edge-on in simulation 19. Contour levels are (4, 8, 12, 16, 20, 24, 28, 32) M pc−2; greyscale lev-In the bridge region, both simulations display double-line pro-els are (55, 60, 65, 70, 75, 85, 100, 125, 150, 175, 200) M pc−2. Middle fles. Both simulations thus reproduce the observed double line panel: timestep t = 23 Myr of simulation 20. Contour levprofles. Moreover, only the low-velocity line has a CO coun-els are (1, 2, 4, 8, 12, 16, 32, 64, 128) M pc−2; greyscale levels are terpart in the region around (−7, 10) kpc for simulation 20 and (1, 2, 8, 16, 32, 64, 128, 256) M pc−2. Lower panel: timestep t = 23 Myr of simulation 19. Contour and greyscale levels are the same as for the around (−3, 10) kpc for simulation 19. Although the linewidths middle panel. of the two components of the observed double-line profles in A39, page 11 of 27 Fig.
12.
CO velocity feld (colors). Contours: H2 surface density from Fig. 11. Upper panel: observations from Gao et al. (2003). Middle panel: timestep t = 23 Myr of simulation 20. Lower panel: timestep t = 23 Myr of simulation 19. DECLINATION (J2000) taffy 4.86 GHz PI+B-vect. 23 30 30 00 29 30 00 28 30 00 00 01 46 44 42 40 38 36 RIGHT ASCENSION (J2000) Fig.
13.
Observed 6 cm polarized radio continuum contours and pro-jected magnetic feld vectors (from Condon et al. 1993) on a Digitized Sky survey image of the UGC 12914/5 system. Contour levels are (3, 5, 8, 12, 20, 30, 50, 80, 120, 200, 300, 500) ×15 μJy/beam. the bridge region are well reproduced by simulation 20, their velocity separation is about twice the observed separation. On the other hand, simulation 19 reproduces the observed velocity separation between the lines, but the linewidth of the high-velocity line is about 1.5 times broader than observed. Both sim-ulations reproduce the observed double-line profle west of the center of UGC 12914, with a CO line at low velocities and an Hi line at high velocities. The causes of the double-line profle will be discussed in Sect. 5.2. 4.5. Radio continuum 4.5.1. Observations We re-reduced archival VLA 6 cm total power and polar-ized continuum data frst published in Condon et al. (1993). Similarmaps ofthe Taffy system are shown in Drzazga et al. (2011). Only the bridge region is detected in polarized emis
sion (Fig. 13). The maximum of polarized intensity is located in the southern part of the gas bridge. The projected vectors of the large-scale regular magnetic feld are parallel to the bridge or perpendicular to the galactic disks. The total power emission is showninFig. 14. As shown in Condon et al. (1993) the bridge region shows strong radio continuum emission at 6 cm. Moreover, UGC 12915 has a ∼4 times higher central surface brightness than UGC 12914. 4.5.2. Model To calculate the large-scale regular magnetic feld for our simulations, we apply the same procedure as Otmianowska-Mazur & Vollmer (2003) and Vollmer et al. (2012a). We solve the induction equation: ∂ A = u ×(∇×A) + α (∇×A) −η ∇×(∇×A)(4) ∂t where A = ∇×B is the magnetic potential, B the magnetic in-duction, u the large-scale velocity of the gas, and η the coefficient A39, page 12 of 27 B. Vollmer et al.: A Taffy model evolve signifcantly for timesteps around the time of interest DECLINATION (J2000) 23 30 30 00 29 30 00 28 30 00 00 01 46 44 42 40 38 36 34 RIGHT ASCENSION (J2000) Fig.
14.
Observed 6 cm total power radio continuum contours and projected magnetic feld vectors (based on archival VLA data frst published by Condon et al. 1993) on a Digitized Sky survey image of the UGC 12914/5 system. Contour levels are (3, 5, 8, 12, 20, 30, 50, 80, 120, 200, 300, 500) × 16 μJy/beam. of a turbulent diffusion, on a 3D grid (200 × 200 × 250). The cell size is 300 pc. Time-dependent gas-velocity felds are provided by the 3D dynamical simulations presented in Sect. 2. The induc
tion equation is solved using a second order Godunov scheme with second order upstream partial derivatives together with a second order Runge-Kutta scheme for the time evolution. This results in less numerical diffusion than that of the ZEUS 3D MHD code (Stone & Norman 1992a,b). The 3D velocity feld obtained from the N-body code has a discrete distribution. The interpolation to a regular 3D grid was done with the Kriging method (Soida et al. 2006). We assume the magnetic feld to be partially coupled to the gas via the turbulent diffusion process (Elstner et al. 2000) assuming the magnetic diffusion coefficient 2 to be η = 3 × 1025 cms−1. We do not implement any dynamo process (α = 0). The initial magnetic feld is purely toroidal with an exponential distribution with a scalelength of 1 kpc in the vertical direction. Because very rapidly (∼1000 km s−1)evolving gas particles lead to numerical artifacts in our code, only the primary galaxy, which is kept at rest, is initially magnetized. During the galaxy-galaxy collision the magnetic feld propagates into the gas bridge and is then amplifed by the dynamics of the bridge gas. Due to the enormous amount of kinetic energy in the bridge gas, the fnal magnetic feld confguration is expected to be independent of the seed feld. The MHD model does not contain a galactic wind. The re-sulting polarized emission is calculated by assuming a density of relativistic electrons that is proportional to the model gas den-sity ρ. This rather crude approximation is motivated by (i) the fact that in quiescent galaxies, the density of relativistic electrons is approximately proportional to the star formation den-sity which depends on ρ1−1.7; and (ii) the transport mechanism of relativistic electrons into the bridge region during the galaxy collision is unknown. During the collision, the magnetic feld in the bridge region is amplifed by shear and compression motions. The overall morphology of the magnetic feld does not (20−35 Myr). Since the direction of the projected magnetic feld vectors strongly depends on projection, we show the resulting model polarized emission together with the model projected B vec-tors for simulation 19 and 20 for two azimuthal viewing an-gles az = 0◦ and 20◦ in Fig. 15. In all model polarized emis
sion maps the bridge region is prominent. The model polarized emission of the bridge is as strong as that of the two galactic disks. Its maximum is located in the northern/southern part of the bridge in simulation 19/20. The different azimuthal viewing angles do not lead to signifcant changes for simulation 20, but do change of the location of the maximum polarized emission near the secondary galaxy in simulation 19. The width of the bridge of polarized emission is ∼7 kpc in simulation 20 and ∼12 kpc in simulation 19. The model magnetic feld vectors are mostly parallel to the bridge in simulation 20. Only one region close to the primary galaxy displays an offset by ∼45◦. In simulation 19 the southwestern part of the bridge has magnetic feld vectors parallel to the bridge, whereas the B vectors of the northeastern part show an offset of ∼30◦. The overall resemblance between the ob-served and model polarized emission is better for simulation 20 with the maximum located in the southern part of the bridge and the B vectors parallel to the bridge. Whereas the polarized radio continuum emission depends on the large-scale (compared to the beam) regular magnetic feld, the total power emission depends mainly on the small-scale turbulent magnetic feld, which dominates the total mag-netic feld strength. Since our MHD model only includes the regular magnetic feld, we have to derive the turbulent mag-netic feld in a different way. For this we assume equipartition between the magnetic feld B and the turbulent motions of the gas: B2/(8π) = 1/2ρv2 ,where ρ is the ISM density and vturb its turb turbulent velocity dispersion. The total power emission is pro-portional to the density of relativistic electrons times the square of the turbulent magnetic feld. During the galaxy head-on col-lision, cosmic ray electrons are dragged into the bridge region. Since we do not know the mechanisms of the cosmic ray drag, we approximate the total power emission by the square of the small-scale turbulent magnetic feld (Fig. 16). In both simula
tion snapshots the total power emission of the bridge region is as strong as that of the primary galaxy. This is mainly caused by the high gas velocity dispersion of the bridge gas (Sect. 5). The model total power emission of the secondary galaxy is higher than that of the primary. The model thus qualitatively reproduces the 6 cm total power emission of the Taffy system (Fig. 14). 5. Discussion 5.1. How well does the model reproduce observations? To assess the goodness of the model, we determined the main ob-servational characteristics that a galaxy collision model should reproduce (Table 4). We then checked if these characteristics are reproduced. In summary, both simulations reproduce the primary’s stellar distribution, the prominent Hi and CO gas bridge, the offset between the CO and Hi emission in the bridge, the bridge isovelocity vectors parallel to the bridge, the Hi double-line profles in the bridge region with CO emission only associated to the high-velocity line, the large line-widths (100−200 kms−1) in the bridge region (simulation 19: 100−200 kms−1, simulation 20: ∼100 kms−1), the high feld strength of the bridge large-scale regular magnetic feld, the A39, page 13 of 27 Fig.
15.
Model 6 cm polarized radio continuum contours and projected magnetic feld vectors on the model stellar surface density distribution for two azimuthal viewing angles. Upper panels: simulation 20; lower panels: simulation 19. projected magnetic feld vectors parallel to the bridge and the strong total power radio continuum emission from the bridge. The small separation (∼330 kms−1) between the two Hi lines in the bridge region is only reproduced by simulation 19 (∼400 kms−1), whereas the symmetric velocity feld in the galactic disks and the southern maximum of polarized inten-sity in the bridge region are only reproduced by simulation 20. The stellar distribution of the secondary galaxy can only be ap-proximately reproduced by simulation 20 with a somewhat different (20◦) projection. The distorted Hi envelope is reproduced by either simulation. This is probably due to the collisional de-scription of the model ISM4 In the outer parts of the galactic disks, where the particle density is low, cloud-cloud collisions become rare. In reality, the Hi gas of these regions is in form of flamentary structures with a possibly higher area flling 4 However, it cannot be excluded that the initial gas disks of the col-liding galaxies were strongly lopsided. factor than our clouds. The impact of the galaxy collision on this gas might thus be stronger than predicted by our model. For the gas in the outer galactic disks, a continuous description of the ISM (SPH or hydro) might thus be preferable. The present simulations thus reproduce qualitatively most of the ob-served multiwavelength characteristics. Simulation 20 better re-produces observations than simulation 19. Despite the calculation of 45 models, we were not able to fnd one single initial condition and projection that reproduces all observed characteristics. We thus decided to stop our parameter study. We are confdent that the actual interaction parameters of the Taffysystem UGC 12914/15 are not very far from those used for simulation 19 and 20 (Table 3). 5.2. The role of collisions For simulation 19 where the secondary’s disk is initially in-clined by 30◦ with respect to the primary’s disk, the disk of the A39, page 14 of 27 B. Vollmer et al.: A Taffy model Table 4. Model ability to reproduce observational characteristics. Simulation 19 Simulation 20 Primary’s stellar distribution yes yes Secondary’s stellar distribution too distorted OK with different projection (20◦) Distorted Hi envelop no no Prominent Hi and CO gas bridge yes yes CO bridge emission offset w.r.t. Hi to the south yes yes Symmetric gas velocity felds in the disks no yes Isovelocity contours parallel to the bridge yes yes Hi double-line profle in the bridge region yes yes CO emission only associated with the high-velocity line yes yes Large gas linewidths in the bridge region (100−200 kms−1) yes yes Small separation between the double lines (∼330 kms−1) yes no High feld strength of the bridge regular magnetic feld yes yes Projected B feld vectors parallel to the bridge with offset of ∼30◦ yes Polarized intensity maximum offset to the south of the bridge no yes Gas bridge strong in total power radio continuum emission due to high turbulent velocity due to high turbulent velocity secondary galaxy is strongly distorted by the tidal felds (Fig. 9). The secondary’s tidal distortion is much less strong in simulation 20, where the two disks are initially parallel. What is the role of tidal distortions and distortions caused by the collisional nature of the modelled ISM? To investigate the role of the cloud-cloud collisions, we re-simulated simulation 19 suppressing the cloud collisions. It is surprising that there are regions in the bridge that show a double-line profle reminis-cent of the observed double-line profle (Fig. A.1) with compa
rable linewidths and line separations. Contrary to observations, the low-velocity line of the model is most prominent in CO. Moreover, the model lines in the bridge region are much weaker than the observed ones. The double-lines in this simulation are produced by the projection of two spatially different gas fows. Tidal effects thus can create double-line profles, but they are not the main mechanism for the creation of the observed double-line profles in the bridge of the Taffy system UGC 12914/15. 5.3. Isolating the bridge region There is a debate in the literature (Gao et al. 2003;Braine etal. 2003; Zhu et al. 2007) about how much gas is located in the bridge between UGC 12914 and UGC 12915. This debate has three aspects: (i) the delimitation of the bridge region; (ii) the CO–H2 conversion factor of the bridge gas; and (iii) the Hi mass belonging to the bridge. Our model can help to clarify points (i) and (iii). For this purpose we have separated the bridge region in 3D from the disk regions as described in Sect. 3:we defne the bridge region as a vertical cylinder with an infnite radius extending from 3 kpc to 12 kpc with respect to the disk plane of the primary galaxy. The model spectra of simulation 19 showing only the bridge region is presented in Fig. A.4. In the region of the secondary’s stellar tidal tail a double-line profle is found with a dominant high-velocity component. The linewidth of this component is large (∼200 km s−1). The 3D bridge region extends from the eastern border of the primary’s to the western border of secondary’s high surface brightness disk. Almost all lines from the bridge region are strong in CO emission. Since our model Hi/CO separation is based on gas density, this means that the bridge gas has a relatively high gas density. We thus conclude that the bridge region delimited by Braine et al. (2003,Fig. A.1) is somewhat too small. It should ex-tend until the border of the high surface brightness disk of UGC 12914. Within the disk, only the high-velocity component of the double-lines belongs to the bridge. Based on these conclusions we revise the bridge Hi mass to be MHIbridge ∼ 3 × 109 M . Applying a CO–H2 conversion factor of N(H2)/ICO = 4 × 1019 cm−2 (Kkms−1)−1 (Zhu et al. 2007), the mass of the molec
ular gas located in the bridge is also MH2bridge ∼ 2 ×109 M .The recently discovered warm H2 (Peterson et al. 2012) might add up to 109 M to the molecular gas content if the H2-emitting gas is different from the CO-emitting gas5. The bridge gas thus has a molecular fraction of MH2 /MHI ∼ 1. 5 It is very likely that at least some of the gas detected in warm H2 emission by Peterson et al. (2012) is the same as what we detect in CO. While the warm H2 they detect is very different from what is seen in galactic giant molecular clouds, (i)the 13CO emission is very weak in the bridge (Braine et al. 2003), such that even the 12CO emission may be optically thin and (ii) the CO(2–1)/CO(1–0) ratio is compatible with warm optically thin emission from low-density molecular gas. It would be very useful to have observations of higher-J transitions in order to break this degeneracy. A39, page 15 of 27 Fig.
16.
Model 6 cm total polarized radio continuum emission (contours) and projected magnetic feld vectors on the model 6 cm total power radio continuum emission distribution (greyscale: (1, 2, 4, 8, 16, 32, 64, 128)× an arbitrary value). Upper panel:simulation 20; lower panel: simulation 19. 5.4. Cloud collisions in the gas bridge The bridge gas has a high surface density (ΣHI ∼ 30 M pc−2; ΣCO ∼ 50 M pc−2;see Fig. 11). The bright CO emission of the disk gas implies high gas densities (∼1000 cm−3)ofasignif-cant portion of the bridge gas. Our model reproduces these fndings. However, there is no star formation associated with most of the bridge gas (Gao et al. 2003;Braineetal. 2003; Zhu et al. 2007). Only the bridge gas of very high surface density close to UGC 12915 is vigorously forming stars. What makes the bridge gas not form stars despite its high density? To investigate this question, we need to have a closer look at the physical properties of the bridge gas. Figure 17 shows the gas velocities in the plane of the sky. We identify large-scale colliding fows from the south of the bridge into the bridge region of highest surface density around the position (−3, 7) kpc. These fows lead to a compression of the gas and enhances the cloud-cloud collision rate. Fig.
17.
Transverse gas velocities of simulation 19 on the total gas sur-face density distribution. The primary galaxy is at rest. The thick arrow indicates the transverse velocity of the secondary galaxy. The time evolution of the local cloud-cloud collision rate of simulation 19 is presented in Fig. 18. As expected, the lo-cal cloud collision rate generally follows the gas surface density. Before the galaxy collision most cloud-cloud collisions occur in the inner galactic disks and in spiral arms where the gas den-sity is high. This situation does not change signifcantly until ∼10 Myr after the impact. The local cloud collision rate in the bridge region is as high as in the spiral arms of the unperturbed disks. After ∼16 Myr the local collision rate in the portion of the bridge near the primary galaxy begins to increase. It reaches its maximum ∼23 Myr after the impact. This corresponds exactly to the timestep of interest. For t > 23 Myr the local cloud collision rate in the bridge decreases again. The bridge region at the time of interest is thus in a phase of active compression with a high input of mechanical energy. For t > 23 Myr ring structures form in both galactic disk where the local cloud collision rate is enhanced. 5.5. Gas densities and velocity dispersions in the bridge To further investigate the physical properties of the disk region, we present the time evolution of the gas density and 3D velocity dispersion of simulation 20/19 in Figs. 19 and 20. With our kpc resolution, the densities of the unperturbed disk range between 10−3 and 1 M pc−3, the velocity dispersions between (10 and 30 kms−1). Due to the galaxy collision, the velocity dispersion increases up to 400 km s−1. The velocity dispersion of most of the gas located in the bridge is between 100 and 200 km s−1. In addition, there are regions in the bridge where the velocity dispersion reaches 200 to 300 km s−1. In simulation 19 these re-gions are mostly close to the secondary galaxy for t > 23 Myr. In both simulations, the mean velocity dispersion of the bridge gas decreases for t > 23 Myr. In simulation 20, the velocity dis-persion is about constant along the bridge. On the other hand, in simulation 19 the bridge velocity dispersion increases slowly A39, page 16 of 27 B. Vollmer et al.: A Taffy model Fig.
18.
Simulation 19. Contours of the total gas surface density on the distribution of cloud-cloud collisions (greyscale). The timestep t = 0Myr corresponds to the impact. A39, page 17 of 27 Fig.
19.
Evolution of the bridge gas properties of simulation 20. Left panels: total gas volume density as a function of distance along the bridge. Right panels: 3D velocity dispersion as a function of distance along the bridge. from the primary to the secondary galaxy along the bridge. At t = 30 Myr an X-structure forms. In both simulations the bridge contains a high-density flament embedded into low-density regions. The density distribution is not continuous between these extremes. The density of the high-density flament at the time of interest is of the order of 10−2 M pc−3 in both simulations. Due to the expansion of the bridge region with time, the overall gas density in the bridge decreases for t > 20 Myr in simulation 20 and for t > 26 Myr in simulation 19. Whereas the high-density gas has a velocity dispersion higher than 100 km s−1, the low-density gas has a velocity dispersion lower than 100 km s−1 in both simulations. We identify the high-density (10−2 M pc−3), high-velocity-dispersion (>100 kms−1) bridge regions with those regions emitting in the CO line. The observed large linewidth (∼200 kms−1) of the CO lines in the bridge are thus consistent with a high intrinsic velocity dispersion of the bridge gas in our model. Assuming equipartition between the kinetic and the mag-netic energy density ρv2 = B2/(8π), a velocity dispersion of disp −3 vdisp = 150 kms−1, and a total gas density of ρ = 0.01 M pc, we estimate the total magnetic feld strength in the high-density bridge region to be B ∼ 65 μG. The total magnetic feld −3 strength in the low-density bridge region (ρ = 10−3 M pc, vdisp = 50 kms−1)is B ∼ 7 μG. The latter value is close to the magnetic feld strength derived from the 1.4 GHz spe-cifc intensity assuming equipartition between the energy of the relativistic electrons and the magnetic feld (Condon et al. 1993). The lifetime of synchrotron-emitting electrons is t ∼ 1(B/1 μG)−1.5(ν/1 GHz)−0.5 Gyr, where ν is the frequency of the observation. This lifetime is ∼1 Myr for the high-density re-gions and ∼25 Myr for the low-density regions at ν = 4.8 GHz. In the absence of newly injected relativistic electrons produced in supernova explosions, the radio continuum emission of the high-density regions drops under the detection limit after a few Myr. That of the low-density regions persists for several 10 Myr. A39, page 18 of 27 B. Vollmer et al.: A Taffy model Fig.
20.
Evolution of the bridge gas properties of simulation 19. Left panels: total gas volume density as a function of distance along the bridge. Right panels: 3D velocity dispersion as a function of distance along the bridge. In the bridge region, star formation only occurs in the giant Hii region close to UGC 12915. Most of the bridge region is devoid of star formation and thus devoid of the injection of relativistic electrons. In this latter region, the high surface brightness 20 cm emission follows the Hi and not the CO distribution (Fig. 8 of Gao et al. 2003), i.e. it follows the low-density atomic gas. Based on our model, we thus conclude that the observed synchrotron radio continuum emission of the bridge region outside the giant Hii region near UGC 12915 mainly stems from the low-density, high-velocity-dispersion bridge gas which is observed in Hi. The high mechanical energy input into the bridge region is consistent with the recent detection of strong, resolved emission from warm H2 in the bridge of the Taffy galaxy system UGC 12914/15 (Peterson et al. 2012). The latter authors state that “since the cooling time of warm H2 is short (∼5000 yr), shocks must be permeating the molecular gas bridge region in order to continue heating the H2”. Based on our model, we identify the energy source to be the mechanical energy from compressive colliding gas fows in the bridge region. Peterson et al. (2012) estimate the mean surface brightness of warm H2 emission to be ΔE/(ΔAΔt) ∼ 1.7×10−7Wm−2. The mechanical energy input is ΔE/(ΔAΔt) ∼ ρv3 . For the high-density disp−3 bridge gas (ρ = 0.01 M pc, vdisp = 150 kms−1) we obtain ΔE/(ΔAΔt) ∼ 2.5 × 10−6 Wm−2, for the low-density gas (ρ = −3 10−3 M pc, vdisp = 50 kms−1) ΔE/(ΔAΔt) ∼ 10−8 Wm−2.We thus conclude that only the high-density gas undergoes a high enough mechanical energy input to produce the observed emission of warm H2. Our model suggests that we observe this galaxy head-on collision near the time of maximum CO and H2 emission. The physical properties of the bridge gas are similar to those of the dense gas in the large-scale shock of Stephan’s Quintet. There, the molecular gas carries a large fraction of the gas kinetic energy involved in the collision which has not been thermalized yet (Guillard et al. 2012). 5.6. The low star formation efficiency in the bridge The local star formation rate was calculated from the FUV lu-minosities corrected by the 24 μm IR emission following Leroy et al. (2008). This method takes into account the UV photons A39, page 19 of 27 on X = 1020 cm−2 (Kkms−1)−1, which is half of the Galactic value. The bridge region outside the giant Hii region near UGC 12915 are marked as squares with crosses. Squares without crosses correspond to a 2.5 times lower X factor as suggested by Zhu et al. (2007). Data of NGC 4438 are shown as triangles. The dashed lines correspond to constant star formation timescales of 2 and 4 Gyr. from young massive stars which escape the galaxy and those which are absorbed by dust and re-radiated in the far infrared: Σ˙∗ = 8.1 × 10−2 I(FUV) + 3.2 × 10−3 I(24 μm), (5) where I(FUV) is the GALEX far ultraviolet and I(24 μm) the Spitzer MIPS 24 μm intensity in units of MJy sr−1. Σ˙∗ has the units of M kpc−2 yr−1. Following Helou et al. (2004), we sub- tracted the stellar continuum from the 24 μm surface bright nesses (in MJy sr−1)using Iν(24 μm) = Iν(24 μm) − 0.032 Iν(3.6 μm). (6) The full width at half-maximum (FWHM) of the point spread functions (PSFs), as stated in the Spitzer Observer’s Manual (Spitzer Science Centre 2006), are 1.7 and 6 arcsec at 3.6 and 24 μm, respectively, that of the CO data is 10 . First, the data are convolved with kernels that match the PSFs of the images in the 3.6 and 24 μm bands to a common PSF of 12 . The CO data of Gao et al. (2003) were also convolved to the common reso
lution. Next, the data were re-binned to the common pixel size of 8.5. The resulting pixel-by-pixel star formation rate as a function of the molecular gas surface density is presented in Fig. 21.Since the CO-to-H2 conversion factor X is uncertain especially in the bridge region, we show molecular gas surface densities based on X = 1020 cm−2 (Kkms−1)−1 and X = 4 × 1019 cm−2(K km s−1)−1 (Zhu et al. 2007). This should cover the expected range. The mean star formation rate timescale with respect to the molecular gas (t∗∼ 2 Gyr; Bigiel et al. 2011) is shown as a dashed line. We also show a line with t∗ = 4 Gyr, which is still in the ex-pected range. The star formation efficiency with respect to the molecular gas is normal in the galactic disks, but it is at least a factor of 2 to 3 lower in the bridge region. This decrease in star formation efficiency is very similar to what is observed in the extraplanar gas of the Virgo spiral galaxy NGC 4438 (Vollmer et al. 2012b) and in the interacting galaxies NGC 3226/27 (region 2 in Table 1 of Lisenfeld et al. 2008). Whereas this decrease is observed at low molecular gas surface densities (∼10 M )in NGC 4438 and NGC 3226/27, it occurs at a 3 to 5 times higher molecular gas surface density in the Taffy bridge. The quenching of star formation in the extraplanar gas of NGC 4438 is caused by a combined tidal and ram pressure interaction (Vollmer et al. 2005). The detection of CO(1–0) emission from the gas bridge im-plies high local gas densities of the order of 100 cm−3 = −3 −3 5 M pc. With an overall density of 0.01 M pcon kpc-scales, this leads to a volume flling factor of 2 × 10−3.The CO-emitting dense gas is thus highly clumped, as the disk ISM, and the clumps have a very low volume flling factor. We suggest that star formation is quenched by the high velocity dispersion of the bridge gas caused by mechanical energy input, which prevents the gravitational collapse of the high-density gas clumps. Obviously, this suggestion does not hold for the giant Hii region near UGC 12915, where gas clouds do collapse and form stars. We suggest that this is caused by a higher local gas den-sity leading to a Jeans length which equals or is smaller than the extent of the gas. To illustrate this effect, we calculated the local Jeans length for the gas in our simulations. In Fig. 22 we only show gas with a Jeans length smaller than 2 kpc. The gas in the bridges of both simulations has local Jeans lengths exceeding 2 kpc. The gas north of the primary galaxies’ centers with local Jeans lengths smaller than 2 kpc is mostly located in the disks of the primary galaxies. Only in simulation 20 is there a region of high surface density south of the secondary galaxy’s center at (−12, 12) kpc, which has a local Jeans length smaller than 2 kpc. This region is supposed to form stars and might correspond to the giant Hii region south of UGC 12915. We do not claim to reproduce the giant Hii region but we think that Fig. 22 can be seen as a proof of concept. 6. Conclusions The Taffy system UGC 12914/15 is a rare case of a head-on col-lision between two gas-rich spiral galaxies. We made dynamical simulations of this galaxy collision, in which the gas of both galaxies collide, using a model which includes a collisionless (halo and stellar particles) and a collisional (gas) component. The gaseous component is simulated by a sticky particle scheme where gas particles undergo partially inelastic collisions. The collision rate depends on the mass-radius relation of the gas par-ticles (Eq. (1)). With a frst set of simulations with a simplifed collision geometry, we investigated the behavior of the collision rate as a function of cloud size parameter ξ. The collision rate increases with increasing ξ. Our collision rates are in reasonable agreement with theoretical expectation. A higher collision rate leads to more momentum transfer between the cloud particles during the galaxy collision. A higher collision rate during impact increases the gas mass of the bridge region between the two colliding galaxies. We fxed ξ to obtain a bridge gas mass exceeding 3 × 109 M . In a second step, we made a second set of parameters with fxed inclination angles between the two counter-rotating disks of 0◦ and −30◦ where we varied systematically the position of impact. We found two simulations, that reproduce the ob-served main characteristic of the Taffy system. For both sim-ulations, the relative velocity at impact is ∼1000 km s−1.The transverse velocity at the present time is between 650 km s−1 and 660 kms−1. We confrm the time of impact estimated by Condon et al. (1993). Our best-ft models place the impact 23 Myr ago. For times >20 Myr all models develop ring structures characteristic for galaxy head-on collisions. To compare simulation snapshots to Hi and CO observations (Gao et al. 2003;Braine etal. 2003), we assume that the A39, page 20 of 27 B. Vollmer et al.: A Taffy model molecular fraction of the gas depends on the square root of the gas volume density. This recipe allows us produce model Hi and CO cubes. For the comparison of our simulations with observations of polarized radio continuum emission, we calculated the evolution of the 3D large-scale magnetic feld for our sim-ulations. The induction equations including the time-dependent gas-velocity felds from the dynamical model were solved for this purpose. Since we could not fnd a single simulation which reproduces all observed characteristics, we present two “best-ft” simulations. The frst simulation better reproduces the Hi and CO line profles of the bridge region (Braine et al. 2003), whereas the second simulation better reproduces the stellar distribution of UGC 12915, the symmetric gas velocity felds of the galactic disks, the projected magnetic feld vectors in the bridge region, and the distribution of the 6 cm polarized radio continuum emission (Condon et al. 1993). The following observational characteristics can be reproduced by our models: 1. The stellar distribution of the Taffy system. The stellar distribution of the model secondary galaxy is more distorted than that of UGC 12915. 2. The prominent Hi and CO gas bridge. 3. Theoffset of the CO emission to the south with respect to the Hi emission in the bridge region. 4. The gas symmetric velocity felds in the galactic disks. 5. The isovelocity contours of the CO velocity feld which are parallel to the bridge. 6. TheHi double-line profles in the disk region. 7. CO emission is only detected in the high-velocity component of the double-line. 8. The large gas linewidths (100−200 kms−1) in the bridge region. 9. The velocity separation between the double lines (∼330 kms−1). 10. The high feld strength of the regular magnetic feld in the bridge region. 11. The projected magnetic feld vectors, which are parallel to the bridge. 12. The offset of the maximum of the 6 cm polarized radio continuum emission to the south of the bridge. 13. The strong total power emission from the disk. The observed distortion of the Hi envelope of the Taffysystem (Condon et al. 1993) cannot be reproduced by our model. This is due to an insufficient momentum transfer between the gas parti cles located in the outer galactic disks. For this gas a continuous description of the ISM (SPH or hydro) might be preferable. The model allows us to redefne the bridge region in three di- mensions. We estimate the total gas mass (Hi, warm and cold H2) to be 5to6 × 109 M . Its molecular fraction MH2 /MHI is about unity. The structure of the model gas bridge is bimodal. There is adense (∼0.01 M pc−3) component with a high velocity disper sion >100 kms−1 and a less dense (∼10−3 M pc−3) component with a smaller, but still high velocity dispersion ∼50 kms−1.The synchrotron lifetime of relativistic electrons is only long enough to be consistent with the existence of the radio continuum bridge (Condon et al. 1993) for the less dense component. This ex- plains why the radio continuum emission follows the Hi and not the CO emission of the bridge outside the giant Hii region near UGC 12915. On the other hand, only the high-density gas un dergoes a high enough mechanical energy input to produce the observed strong emission of warm H2 (Peterson et al. 2012). We propose that, despite the high local gas densities, this high input of mechanical energy quenches star formation in the bridge gas except for the giant Hii region near UGC 12915. Our model sug gests that we observe this galaxy head-on collision near the time of maximum CO and H2 emission. Acknowledgements. We would like to thank Y. Gao for providing his CO data to us. This work has been supported by the Polish Ministry of Science and Higher Education grant No. 2011/03/B/ST9/01859. References Appleton, P. N., Xu, K. C., Reach, W., et al. 2006, ApJ, 639, L51 Boulares, A., & Cox, D. P. 1990, ApJ, 365, 544 Bigiel, F., Leroy, A. K., Walter, F., et al. 2011, ApJ, 730, L13 Braine, J., Davoust, E., Zhu, M., et al. 2003, A&A, 408, L13 Braine, J., Lisenfeld, U., Duc, P.-A., et al. 2004, A&A, 418, 419 Cluver, M. E., Appleton, P. N., Boulanger, F., et al. 2010, ApJ, 710, 248 Condon, J. J., Helou, G., Sanders, D. B., & Soifer, B. T. 1993, AJ, 105, 1730 A39, page 21 of 27 Condon, J. 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A39, page 22 of 27 B. Vollmer et al.: A Taffy model Appendix A: CO and Hi observed and model spectra of the Taffy system UGC 12914/15 For a better readability of this article, we decided to show the CO and Hi observed and model spectra as an appendix. A39, page 23 of 27 A39, page 24 of 27 B. Vollmer et al.: A Taffy model A39, page 25 of 27 A39, page 26 of 27 B. Vollmer et al.: A Taffy model A39, page 27 of 27