Issue |
A&A
Volume 499, Number 2, May IV 2009
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|
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Page(s) | 427 - 437 | |
Section | Extragalactic astronomy | |
DOI | https://doi.org/10.1051/0004-6361/200911715 | |
Published online | 19 March 2009 |
On the survival of metallicity gradients to major dry-mergers
P. Di Matteo1 - A. Pipino2 - M. D. Lehnert1 - F. Combes3 - B. Semelin3
1 - Observatoire de Paris, section de Meudon, GEPI, 5 place Jules Janssen, 92195 Meudon, France
2 -
Department of Physics & Astronomy, University of Southern California, Los Angeles 90089-0484, USA
3 -
Observatoire de Paris, LERMA, 61 avenue de l'Observatoire, 75014 Paris, France
Received 23 January 2009 / Accepted 8 March 2009
Abstract
Using a large suite of galaxies with a variety of concentrations
and metallicity gradients, we study the evolution of non-dissipative
(``dry'') equal mass mergers. Our purpose in generating these simulations
is to explore how the metallicity gradient in dry mergers depends on
the structure and metallicity gradients of the galaxies involved in
the merger. Specifically, we would like to answer: Could dry mergers
lead to metallicity gradients as observed in elliptical galaxies in the
local Universe? Do dry mergers always lead to a flattening of the initial
(i.e., pre-merger) gradient? From this modeling, we conclude that: The
ratio of the remnant and the initial galaxy slopes span a wide range
of values, up to values greater than 1 (with values greater than one
resulting only when companions have gradients twice the progenitor). For a
merger between two ellipticals having identical initial metallicity slopes
(i.e., equal companion and galaxy slopes), the metallicity profile of the
remnant flattens, with a final gradient about 0.6 times the initial one.
Ellipticals can maintain their original pre-merger metallicity gradient
if the companion slope is sufficiently steep. The amount of flattening neither depends on the characteristics of the orbit of the progenitors or on their initial concentration. Given the diversity in outcomes of the mergers, we
conclude that dry mergers do not violate any observational constraints
on the systematic characteristics of metallicity gradients in local
ellipticals. In fact, dry mergers may be important within the context
of the results of our simulations and may explain the large scatter in
gradients for massive ellipticals and the relative paucity of massive
ellipticals with no or shallow metallicity gradients.
Key words: methods: N-body simulations - methods: numerical - galaxies: evolution - galaxies: interaction - galaxies: elliptical and lenticular, cD
1 Introduction
Recently, we have seen a revision in our understanding of the formation of elliptical galaxies which was motivated by the need to reconcile the apparently ``anti-hierarchical'' behavior of Active Galactic Nuclei (e.g., Hasinger et al. 2005; Cattaneo & Bernardi 2003), the evolution of their luminosity function with redshift (e.g., Bundy et al. 2006), as well as the various lines of arguments based on the analysis of their stellar populations (Nelan et al. 2005). In particular, recent results suggest that we need a substantial modification in how we treat the relationship between the baryons and the dark matter in early type galaxies. Pointedly, more massive ellipticals are older and have formed faster than their lower mass counterparts (Thomas et al. 2005). In addition, independent evidence that supports such downsizing is inferred from the systematic characteristics of abundance ratios in elliptical galaxies, namely, the increase of the mean [Mg/Fe] in the stellar populations of ellipticals with galaxy mass (Worthey et al. 1992; Matteucci 1994).
Hierarchical modeling, in its most recent incarnations, only partly
accounts for the downsizing observed in elliptical galaxies. In
practice in such models, significant mass assembly still occurs at
late times, but most of the stars have been formed at high redshift in
small subunits that merge to grow early type galaxies. The currently
preferred mechanism for the assembly of massive spheroids is a sequence
of ``dry'' mergers (e.g., De Lucia et al. 2006; Cattaneo et al. 2006,2008; Khochfar & Burkert 2003). There is evidence that dry mergers might solve some of the
outstanding issues related to the growth and evolution of elliptical
galaxies. For instance, the brightest ellipticals have central
phase-space densities comparable to those of disk galaxies, suggesting
that, if mergers are responsible of their build-up, they likely require
only a small amount, if any, dissipation (Carlberg 1986). Moreover,
dry mergers might explain the strong size evolution of massive red
galaxies with redshift (see, e.g., Khochfar & Silk 2006; van Dokkum et al. 2008)
and the formation of slowly rotating ellipticals with boxy isophotes
(Naab et al. 2006).
One important aspect of determining whether or not dry mergers are a
viable mechanism for explaining the evolution of elliptical galaxies is
how various aspects concerning the metal content and distribution changes
after a merger event. Pipino & Matteucci (2008) show that a series of multiple
dry mergers (with no associated star-formation) involving building-blocks
that satisfy the [Mg/Fe]-mass relation cannot fit the mass-metallicity
relation and vice-versa (see also Cimatti et al. 2006; Ciotti et al. 1991). A major
dry merger (mass ratios approximately about one), on the contrary, does
not violate these observational constraints if such a merger occurs
between galaxies that already obey both the mass
()-[Mg/Fe] and
the mass (
)-metallicity relations. However, because this mechanism
would only operate over a limited range of initial masses, meaning,
you cannot have a long series of major mergers to make the most massive
ellipticals that initially obeyed the mass-metallicity relation, thus this
process alone cannot be the underlying physical cause of these trends.
But global trends and relationships amongst ellipticals is not the
only constraint available in testing the validity of the dry merger
scenario - the structure within individual galaxies can provide further
significant constraints. Radial negative metallicity gradients are a
common feature in the stellar populations of spheroids (Carollo et al. 1993; Davies et al. 1993). Observations show that the majority of ellipticals have
a typical decrease in metallicity of 0.3 dex per decade in radius
but with a large scatter (Annibali et al. 2007). Moreover, a positive
correlation between the metallicity gradient with the galactic mass has
been originally claimed by Carollo et al. (1993), but only for masses lower
than
.
More recently, additional studies have also
found a positive correlation of the gradient with mass for a wide range
of masses (Sánchez-Blázquez et al. 2007; Forbes et al. 2005; Spolaor et al. 2009; Ogando et al. 2005, but see Annibali et al. 2007; Kobayashi & Arimoto 1999) and a dependence of elliptical color gradients on the environment, with gentle color gradients for galaxies in dense environments (Ko & Im 2005).
Steep metallicity gradients are expected from classical dissipative collapse models (e.g., Carlberg 1985; Larson 1974). More modern versions of dissipative collapse starting from (semi-) cosmological boundary/initial conditions (Chiosi & Carraro 2002; Kawata 1999) can also explain the relation between metallicity gradient slope and stellar mass. The predicted metallicity gradient can be as high as -0.5 dex decade-1 in radius, hence galaxies can exhibit a slope steeper than the average. Owing to such a steep predicted slope it has been hypothesised that galaxy mergers and monolithic collapse could be at work together in order to explain the range in slopes (Kobayashi 2004). On the other hand, more realistic models with a detailed treatment of the chemical evolution predict a typical metallicity gradient of -0.25 dex decade-1 (Pipino et al. 2008) and also a trend between the gradient and mass. These are just the trends necessary to explain the latest observations (Pipino et al. 2009, in preparation). This finding implies that the assumption that ellipticals are formed through a mixture several channels (including mergers and monolithic collapse, e.g. Kobayashi 2004) is not necessary, but cannot be excluded with current available data.
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Figure 1: Initial properties of some galaxy models: a) projected-density map of the gE0 galaxy, after evolving in isolation for 1 Gyr. Contours are equally spaced on a logarithmic scale; b) projected-density map of the 2iE0 galaxy which is the result of a collision between two iE0s elliptical models (see text for details). We used the same scale interval and contours level as in the previous panel; c) volume-density profiles of some galaxy models, as indicated in the legend of the figure; d) line-of-sight velocity and velocity dispersion profiles for the gE0 galaxy model (black solid and black dashed lines respectively) and for the 2iE0 galaxy merger remnant (gray solid and gray dashed lines respectively). |
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N-body numerical simulations can be an important tool for understanding the evolution of metallicity gradients in mergers and their remnants. Such simulations are able to account for different environments, mass ratios, and morphologies of the progenitor galaxies. The cosmological simulations by Kobayashi (2004) have shown that a variety of gradients in early-type galaxies can be generated and are mainly due to a difference in merging histories. In such a scenario, gradients are destroyed during mergers, by an amount depending on the mass ratio of the progenitors. Gradients can be regenerated if strong star formation occurs in the central regions - thus requiring sufficient gas dissipation to fuel such star-formation - and they slowly evolve through subsequent gas accretion. These simulations indicate that, in order to reproduce the large scatter observed in metallicity gradients, both gas infall (monolithic collapse) and major mergers must occur. While cosmological simulations can follow a number of different merging histories (from the coalescence of small gas-rich subunits to major dry or wet mergers), it is also important to understand the role that each of these processes play in reshaping any initial metallicity profile.
While a limited number of studies have investigated the evolution of metallicity gradients in gas-rich mergers (Mihos & Hernquist 1994; Bekki & Shioya 1999), taking into account both dissipative processes and the impact of star formation, less attention has been devoted to the evolution of metallicity profiles in dry mergers. Early attempts at these types of simulations suggested that metallicity gradients flatten, due to both mixing and core-halo differentiation during the merger (White 1980). However, N-body experiments have shown that the initial state of the galaxy is not completely washed out during the coalescence of the systems (van Albada 1982), suggesting that radial abundances may be only moderately reduced by dissipationless mergers (Mihos & Hernquist 1994; Barnes 1996).
Table 1:
Galaxy parameters. Both the stellar and dark mater profiles are
represented by Plummer models, having characteristic masses, respectively,
given by
and
and core radii given by
and
.
Table 2: Orbital parameters.
Given the importance of this problem for understanding the evolution of early type galaxies, we wish to investigate the impact of dry mergers on galaxy evolution further through the use of N-body simulations of equal-mass elliptical galaxies. From this investigation, we want to understand: 1) if dry mergers always cause the flattening of an initial galaxy gradient; 2) under what conditions does this flattening occur; 3) what is the magnitude of the flattening that is typically produced for a range of initial conditions; and 4) how does this evolution depend on orbital and morphological properties of the interacting systems. To achieve this aim, we simulated a number of equal-mass dry mergers, with a variety of orbital parameters, morphologies, and initial metallicity gradients for each component of the merger. We have chosen to begin investigating equal mass mergers, because they are likely to result in the greatest amount of mixing in phase-space and so, ultimately, they should cause the strongest variations in the initial (i.e. pre-merger) metallicity profiles.
The main characteristic of the models (initial conditions and numerical code used) are briefly described in Sects. 2 and 3, results are presented and discussed in Sect. 4 and conclusions are drawn in Sect. 5.
2 The model
The mergers studied in this paper consist of the coalescence of two equal-mass elliptical galaxies, without any dissipative component. The fiducial case is described in Sect. 4.1. It corresponds to mergers of two giant elliptical E0 (hereafter gE0) galaxies, whose internal parameters are given in Table 1, moving on 6 different orbits (2 parabolic, 1 hyperbolic, 1 radial and 2 ellipticals; see Table 2).
To understand to what extent the evolution of the metallicity gradients depends on the galaxy parameters adopted, we also modeled interacting galaxies having a central density 5 times higher and 2.5 times lower than that of the gE0 galaxies (we refer to these systems as gE0m and gE0l, respectively; see Table 1 for their morphological parameters). To allow the models to reach an equilibrium and to demonstrate their initial stability, all the modeled galaxies were allowed to evolve in isolation for 1 Gyr before any encounter. This allows us to distinguish internal relaxation phenomena from those due to the merging process itself. These systems represent quite idealized initial conditions: they are completely spherical, showing no rotation in their baryonic component. Observations show, however, a vast range of ellipticities and levels of rotation (see, for example Emsellem et al. 2007). The systematics of the amount of rotation and ellipticity with mass seem to suggest that more massive spheroids are not likely to be the result of dissipative mergers (van Dokkum et al. 2008; Carlberg 1986). Therefore, to test ``more realistic'' initial conditions, we modeled also mergers between two equal-mass galaxies (hereafter called iE0), having masses equal to 0.5 times that of gE0s. These galaxies were then subsequently merged to form a system (hereafter called 2iE0) whose total mass is equal to that of gE0s, but having initially a different morphology (triaxial instead of spherically symmetric) and a certain amount of rotation (see Table 1 for the initial parameters of the iE0 galaxies and Fig. 1 for some properties of the initial galaxy models). In this way, we were able to, at least partially, account for more complicated merger histories and hopefully more realistic merger components in our simulations.
Table 3: Initial gradients and metallicity profiles for the elliptical galaxies.
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Figure 2: Evolution of the metallicity profiles in some major (1:1) dry mergers of two gE0 galaxies. Metallicity is shown versus the distance from the galaxy center for the two galaxies before the interaction (black and thick gray solid lines) and for the final remnant for different orbits (see figure legend). The values on the abscissa are shown in units of the half-mass radius r50 of the corresponding galaxy. Different panels in the figure correspond to different initial metallicity profiles for the two interacting galaxies: ( top-left panel) id = grad01grad01; ( top-middle panel) id = grad01grad02; ( top-right panel) id = grad01grad03; ( bottom-left panel) id = grad01grad04; (bottom-middle panel) id = grad01grad15; ( bottom-right panel) id = grad15grad15. |
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Each galaxy in the merging pair has been modeled with N=120 000particles, distributed among stars and dark matter. We also re-simulated some cases, using a number of particles two and four times higher, attempting to insure that the results presented here do not depend on the numerical resolution adopted in our models.
Finally, for each of the galaxies involved in the interaction and
merger, we have adopted 15 different initial metallicity profiles.
These profile were constructed by assigning a metallicity, Z, to each
star particle in the system that depended exponentially on the distance
of the star from the galaxy center (the formal functions are given in
Table 3). This is also why the galaxies are allowed to
evolve in isolation for 1 Gyr. This time allows us to ensure that the
metallicity gradient of the isolated galaxy is stable and remains as it was assigned. A large
variety of initial central metallicities and gradient slopes are thus
studied in this way, ranging from flat profiles (as it is the case of
gradient id = grad02 and grad05) to metallicity gradients around -0.3 dex
per decade in radius (grad01, grad11, grad12) to quite steep slopes
(gradient id = grad14, grad15). In this and in the next sections, the
metallicity gradient is defined as,
where r50 is defined as the radius which contains half of the baryonic mass (``baryonic half-mass radius'').
In total, we analyzed 28 different simulations of major dry mergers, and, for each interaction, we studied 120 different combinations of the initial metallicity profiles, corresponding to 3360 different possibilities.
3 Numerical method
All the simulations have been run using the Tree-SPH code described in Semelin & Combes (2002). A further description is given also in Di Matteo et al. (2007) and in Di Matteo et al. (2008). The code uses a hierarchical tree method (Barnes & Hut 1986) to evaluate gravitational forces and a smoothed particle hydrodynamics method to simulate the evolution of gas Lucy (1977); Gingold & Monaghan (1982). Since the work presented here only investigates dry-mergers, only the part of the code evaluating the gravitational forces acting on the systems has been used.
Gravitational forces are calculated using a tolerance parameter
and includes orders up to the quadrupole term in a multiple
expansion. A Plummer potential is used to soften the gravity at small
scales, with constant softening lengths of
for all particles. The equations of motion are integrated using a leapfrog
algorithm with a fixed time step of 0.5 Myr.
4 Results and discussion
4.1 Evolution of metallicity profiles in major dry mergers
The evolution of some of the metallicity profiles during major non-dissipative mergers are shown in Fig. 2. In this plot the initial morphologies of the two interacting galaxies are always the same, while the orbits and initial metallicity gradients have been varied. In some cases, as for the top-left and bottom-right panels, the two interacting galaxies have initially the same profile. This situation of having identical initial equal metallicity profiles is the case studied by White (1980): in this cases, the profile flattens, due to the redistribution of stars in the systems induced by the merging process. Indeed, one can clearly see from the final profile that the flattening is due to both the decrease of the central metallicity and to the contemporaneous increase of the metallicity in the outer regions. Note also that the evolution of the profile does not seem to be very sensitive to the orbital initial conditions: orbits with different initial energies and angular momenta produce very similar final profiles, at least in the region inside the remnant half-mass radius. This happens because mixing and phase-space density evolution are independent on the orbital parameters, as discussed in Appendix A.
Figure 2 also shows some examples of the two galaxies
having different initial metallicity gradients and distributions
(``mixed''). As discussed in the Introduction, observations (see,
for example Spolaor et al. 2009; Ogando et al. 2005) show that early-type galaxies in the local
Universe have a wide dispersion in their metallicity gradients,
particularly at the high end of the distribution of masses. This means
that dry mergers between galaxies with different metallicity gradients
should be common locally. Of course, this is not true if there is some
sort of regularity in or correlation between the metallicity gradients
as a function of local galaxy density, for which yet there is no clear
evidence (see Sánchez-Blázquez et al. 2006; Clemens et al. 2009). But if ``mixed'' mergers
are common (as seems likely), then it is interesting to understand
what the resulting gradient is and how it depends on the initial
profiles and orbital parameters of the progenitors. By examining the
plots (Fig. 2) and analyzing the simulations, the resulting
gradients in mixed mergers can lie in between those of the progenitors:
the merging of galaxies with a flat and steep gradient (
)
produce a remnant having a slope of about -0.09 which is lower than the
steepest progenitor gradient but certainly not flat as in the companion
galaxy. This implies that for a given progenitor galaxy with an initial
metallicity gradient, major dry mergers do not necessarily lead
to a flattening of the initial galaxy slope, but the outcome depends greatly on the
slope of the companion galaxy. An early-type elliptical galaxy merging
with an other having the same initial metallicity profile will have
a final slope lower than the initial one - the amount of flattening
is evaluated in Sect. 4.3 - but if it merges with a companion
having a sufficiently steep profile, the final slope can be the same
or steeper than the initial one.
Comparing the superposition of the initial metallicity profiles of the two progenitor galaxies (i.e. Z1(r)+Z2(r)) with the remnant profile, we find that, on average, the final metallicity gradient is a factor 0.6-0.7 flatter than the initial one, with only a small dispersion around the average (see Fig. 3).
4.2 Core-halo differentiation and phase-space mixing
In Sect. 4.1, we showed that the metallicity gradient of the final merger remnant depends on the initial gradients of the progenitor galaxies. Here we present more details about the mechanisms causing the evolution of these profiles. Importantly, we note that the metallicity profiles given in Fig. 2 are shown in units of the stellar half mass radii r50 of the progenitors and remnant. Thus, a variation in the half-mass radii of the remnant with respect to that of the progenitor galaxies, without any variation in the Z(r) profile, should be sufficient, in principle, to change the final metallicity profile.
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Figure 3: Absolute values of the initial and final metallicity slopes for gE0-gE0 mergers. Different orbits are indicated by different symbols, as explained in the legend. The initial slope has been evaluated by superposing the initial metallicity profiles of the two progenitor galaxies. |
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Indeed, as shown for gE0-gE0 mergers in the left panel
of Fig. 4, the half-mass radius changes with time, at each pericenter passage and
mostly during the final phases of coalescence of the two systems
(
), with the final value being about 50
greater
than the pre-interaction value. Note also that outer parts of the systems
(those outside r50) show the strongest evolution. Indeed, the tidal
shocks increase the radius r90, containing 90
of the stellar
mass by more than a factor of 3. On the contrary, the inner radii show
only modest change after the merger. Moreover, the evolution with radius
also has a behavior that depends on the orbital geometry of
the progenitors. The dynamical evolution of the outer radii is affected by the
orbital geometry while that of the inner regions is largely independent
of the orbital parameters.
As first shown by White (1980), it is possible to separate the effects due to structural changes from those arising from mixing by showing the metallicity profiles as a function of the enclosed mass rather than as a function of some physical coordinates. If the evolution of the metallicity gradient was only due to core-halo differentiation, then the initial and final profiles in enclosed mass would be identical. However, a clear flattening occurs during the merger (see Fig. 4, middle and right panels), indicating that mixing must contribute to the evolution of the metallicity gradient. In our simulations, this flattening is more pronounced than that found by White (1980). This difference could be due to his choice of concentrating on merger remnants which showed density profiles and velocity structures as close as possible to that of the progenitors (see discussion in White 1980). In addition, the process of mixing does not seem to depend on the initial orbital geometry but it is generic to the merging process itself and leads to rather similar metallicity gradients. This implies that mixing is mostly driven by the progenitor structure that (at least partially) survives the merging process (see also Valluri et al. 2007; Barnes 1996; White 1980). As a consequence, our simulations indicate that it is not possible to disentangle the orbits of the parent galaxies by using the metallicity distribution of the remnant if the analysis is restricted to the central region of the galaxy (i.e., inside the half-mass radius).
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Figure 4:
Core-halo differentiation and mixing in some of major gE0-gE0
mergers modeled for this study. (left) Shows the evolution with
time of the Lagrangian radii containing 10 |
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Table 4: Initial and final metallicity gradients for the fiducial 1:1 dry mergers.
4.3 Metallicity gradients in major dry mergers: flattening or steepening?
After describing how metallicity profiles evolve during a merger and the physical processes which determine this evolution, we now want to quantify the change in the radial profiles themselves as a function of the initial metallicity distribution.
In Table 4, we tabulate the initial and final metallicity gradients for simulations of two gE0 galaxies with a specific orbital geometry (id = 01) but for a range of metallicity gradients. To generalize this, Fig. 5 shows the absolute values of the initial and final gradients from the simulations for all the galaxy morphologies and orbits. For a given initial metallicity gradient there are a range of final gradients, depending mainly on the profile of the companion galaxy. The initial galaxy models span a wide range in metallicity slopes, 0.0-0.7, while the remnant slope only spans about 0.0-0.4. Also, a close inspection of Table 4 tells us that the final slope is always flatter than the maximum between the parent and his companion slopes. In many cases, the final slope is lower than the mimimum between the parent and his companion slopes. Note that, as suggested previously, galaxies having the same morphologies have very similar final slopes, independent of their orbital geometry. This is the case regardless of the initial morphologies. In addition, the most concentrated galaxies (gE0m) have the smallest range of gradients and generally smaller gradients for the same initial conditions while galaxies with low concentrations (e.g., gE0l) generally have larger slopes and exhibit a wider range of slopes. This is due to the fact that we have assigned to each galaxy the metallicity profiles following a simple Z=Z(r) law where r is the physical distance from the galaxy center of mass. That is, the initial metallicity profiles have not been normalized in anyway to the galaxy half-mass radii, while the metallicity gradients, according to Eq. (1), are evaluated using them.
A comparison of the evolution of the metallicity profiles for galaxies with different initial concentration is shown in Fig. 6. In the left panel, the initial metallicity profile is shown as a function of r, the distance from the center, for the gE0l, gE0 and gE0m galaxy. This initial profile is obviously the same for the three galaxies, accordingly to our choice. The final profile of the remnant galaxy, in turn, depends on the initial galaxy density, in the sense that the more concentrated the galaxy is, the higher is the value of Z(r), for any given r. This is simply a consequence of the fact that the more concentrated the galaxy is, the more metal rich it is too, according to the way the initial metallicity profile has been assigned. When normalizing to the half-mass radius (right panel in Fig. 6), in turn, the initial profiles are obviously different, as well as the final ones, but interestingly the amount of flattening of the final gradients with respect to the initial ones are very similar. If the two galaxies have initially identical metallicity profiles, as in the case shown in Fig. 6, the final metallicity gradient will have a slope equal to 0.6-0.7 times the initial one, with no clear correlation with the initial central density of the galaxy.
Figure 5 shows that a range of initial gradients gives rise to a variety of remnant slopes, this depending, of course, on the slope of the companion galaxy, as well as on the initial concentration. What is the relationship between the remnant and initial galaxy slopes? This is shown in Fig. 7. The relation between the initial and remnant gradients has generally a small scatter about a mean relation, with higher dispersion for the high ratios. This figure basically summarize the results of this work which implies:
- the ratio of the remnant and the initial galaxy slopes span a wide
range of values, up to values greater than 1;
- for a merger between two ellipticals having identical initial
metallicity slope (i.e., companion slope = galaxy slope), the metallicity
profile of the remnant flattens, with a final gradient about 0.6 times the
initial one;
- remnants can have metallicity gradients greater than that of the
progenitor elliptical galaxy. Our simulations show that this happens
every time the companion has a slope two times greater than the parent;
- ellipticals can maintain their original pre-merger metallicity
gradient if the companion slope is sufficiently steep;
- the final remnant gradient does not depend on the orbits of the
progenitor ellipticals;
- while the final gradient does depend on the initial concentration of the progenitors, the amount of flattening (i.e. remnant slope/progenitor slope) does not.
4.4 The role of dissipationless mergers in the evolution of elliptical galaxies
Do these results in any way suggest that equal mass dry mergers might be
inconsistent with the metallicity gradients observed in local ellipticals?
The short answer is no. There are no systematic trends in magnitude
of metallicity gradients in ellipticals save one, metallicity gradients
generally become steeper with increasing mass, but with a large scatter
(Spolaor et al. 2009; Ogando et al. 2005). Our models show that, as long as the metallicity
gradient of the companion is not more than twice that of the parent,
the remnant will have a shallower gradient. Thus one can imagine that
the build up of the most massive ellipticals is through a series of dry
mergers whereby the gradient gradually softens leading to a trend, albeit
with large scatter, between mass and metallicity gradient. But if
there are several mergers in sequence with long times between then,
the metallicity gradients would increase and decrease rather randomly,
thus leading to a situation where there are few systematic trends
between the characteristics of the metallicity gradient and structure
properties of ellipticals. This is precisely shown in Fig. 8,
where the evolution of an initial metallicity gradient, due to recursive
dry mergers, is followed. If dry mergers can occur among ellipticals
having different gradients, randomly distributed in the shaded
area shown in
the plot, a sequence of such events does not lead to a clear trend (for
example, the more massive is the galaxy, the shallower its profile). In
turn, a sort of random walk, with increasing and decreasing slopes,
seems to be the general outcome (upper panel in Fig. 8), unless at
each merger epoch, a given galaxy is allowed to merge only with companions
having the identical gradient (lower panel in Fig. 8).
Because of the stochastic nature of the process of dry mergers, it is
difficult to gauge the frequency, and therefore the importance of this
process in galaxies. While, most likely, the merger of two similar
ellipticals would lead to a lessening of the metallicity gradient, the
final product depends on the concentration of the individual galaxies
and their initial gradients. As the gradient of the parent galaxy
because flatter and flatter, it then becomes likely that another dry
merger will actually increase its metallicity gradient. If some of the
mergers are not completely dissipationless, then this will also tend to
increase the gradient. However, the relative mass of gas that forms stars
during any gas accretion or merger must be small. If the fraction of mass
forming stars were large or did so over extended periods of time, then
this process would violate the well-known enhancement in
in
ellipticals, especially the most massive ones. Therefore, any enhancement
in the gradient due to star-formation must be small and the influence
of the dissipationless component must be dominant in determining the
final metallicity gradients in massive elliptical galaxies.
One of the obvious outcomes of all of this is that if ellipticals at all masses were formed with the same gradient then we would expect the scatter in the metallicity gradient as a function of mass to increase with both time and mass. This is simply because our simulations show that metallicity gradients that are initially steep will most likely soften. This will continue up to the point where the gradient is shallow enough to make it more likely that the merger will be with a galaxy that has a slope steep enough (by a factor of 2) to actually increase the gradient in the remnant. This variation in outcomes would thereby have the effect of increasing the scatter as galaxies grow more massive. This is similar to what has been observed (Ogando et al. 2005, but see Annibali et al. 2007). It may also explain the relative lack of galaxies with no gradients among the massive ellipticals (e.g., Annibali et al. 2007; Ogando et al. 2005). If the gradients became flat, then they are likely to merge with galaxies that are steep enough to increase their slopes.
Note that, in this analysis, the metallicity gradients have been chosen to reflect those of elliptical galaxies in the local Universe. The progenitors of the most massive ellipticals observed today probably were low and intermediate mass ellipticals that merged at early epochs, and possibly had structural properties different from those of local galaxies. Unfortunately, the properties of distant early type galaxies are not well determined. This leaves no recourse but to use the observed properties of local galaxies. Thus we caution that our analysis may not capture in detail the cosmological evolution of elliptical galaxies.
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Figure 5: Remnant (absolute) slopes as a function of the initial galaxy (absolute) slopes, for different orbits and different initial galaxy models. Symbols ``01'', ``02'', ``05'', ``13'', ``14'' and ``15'' in the legend correspond to interactions among two gE0 galaxies moving on different orbits (see Table 2 for the corresponding orbital parameters); ``01l'' and ``02l'' correspond to interactions among two gE0l galaxies with orbit id = 01 and 02, respectively; ``01m'' and ``02m'' correspond to interactions between two gE0m galaxies with orbit id = 01 and 02, respectively. Elliptical galaxies resulting from the merger of two 2iE0 galaxies are shown (with the symbols ``01, 2iE02iE0'' and ``01, 2iE02iE0'' referring to orbit id = 01 and 02, respectively). For comparison, also the slope resulting from the merger of two iE0 galaxies - having a total mass half of that of gE0 - are shown. Error bars correspond to the standard deviation of the mean. |
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Figure 6: Left panel: evolution of the metallicity profiles for three different major dry mergers, involving respectively two gE0 galaxies (black solid line), two gE0l galaxies (dashed red line) and two gE0m galaxies (dotted blue line). The initial profile is shown with corresponding thin curves. All the profiles are shown as a function of the distance r form the galaxy center. Right panel: same as the previous panel, but this time all the profiles are shown in units of the half mass radius r50 of the corresponding galaxy. |
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Figure 7: Ratio of the companion (initial) slope to the galaxy (initial) slope versus the ratio of the remnant slope to the galaxy (initial) one. Symbols are described in caption of Fig. 5. Error bars correspond to the standard deviation of the mean. Note that the galaxies having a remnant slope of zero are not plotted in this figure. This corresponds to the situtation where the initial galaxy slope and companion slope are both zero and thus 1/(galaxy slope) is infinite. |
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Figure 8:
Evolution of metallicity gradients through a sequence of major
dry mergers. The initial elliptical galaxy has
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5 Conclusions
By means of a set of N-body simulations involving equal mass elliptical galaxies with no gas, we attempted to understand if dissipationless mergers always cause the flattening of the initial galaxy gradient, under what conditions does flattening happen, are there situations where a gradient could become steeper, what is the amount of flattening or steeping typically produced, and how does this evolution depend on orbital and morphological properties of the galaxies in these interacting systems. Our purpose is to explore how the metallicity gradients in dry mergers depends of the structure and metallicity gradients of the galaxies involved in the merger. Specifically, we would like to answer: Could dry mergers lead to metallicity gradients of the ellipticals observed in the local Universe?
From this modeling, we conclude that:
- 1.
- The ratio of the remnant and the initial galaxy slopes span a wide range of values, up to values greater than 1 (with values greater than one resulting only when companions have gradients twice the progenitor).
- 2.
- For a merger between two ellipticals having identical initial metallicity slope (i.e., companion and galaxy slopes being the same), the metallicity profile of the remnant flattens, with a final gradient about 0.6 times the initial one.
- 3.
- Ellipticals can maintain their original pre-merger metallicity gradient if the companion slope is sufficiently steep.
- 4.
- The final remnant gradient does not depend on the orbits of the progenitor ellipticals.
- 5.
- While the final gradient does depend on the initial concentration of the progenitors, the amount of flattening (i.e. remnant slope/progenitor slope) does not.
Acknowledgements
MDL wishes to thank the Centre National de la Recherche Scientifique (CNRS) for its continuing support of his research. P.D.M. is supported by a grant from the Agence Nationale de la Recherche (ANR) in France. The authors wish to thank the referee, for his prompt and constructive report.
Appendix A: Mixing processes and their dipendence on the orbital parameters
![]() |
Figure A.1: Evolution of the metallicity profiles in some major mergers involving two 2iE0 galaxies. Metallicity is shown versus the distance from the galaxy center for the two galaxies before the interaction (black and thick gray solid lines) and for the final remnant for different orbits (see legends). The values on the abscissa are shown in units of the half-mass radius r50 of the corresponding galaxy. |
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![]() |
Figure A.2:
Evolution of the spherically averaged
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In Sect. 4.1 we have seen that the evolution of the metallicity profile for the fiducial merger between two gE0 galaxies does not depend on the energy and angular momentum of the orbit. As discussed in Sect. 2, the gE0 models represent quite idealized initial conditions, being spherical systems, without rotation. The final product of a merger of two not rotating spherical galaxies is typically a triaxial system, with some amount of rotation, due to the redistribution of the orbital angular momentum in internal one. Thus it can be interesting to understand if ``hierarchical'' initial conditions (the initial galaxies being the remnants of previous mergers) still produce final metallicity profiles which show similar properties, independently on the parameters of the interaction. A different alignement between the initial galaxy spins and the orbital angular momentum can lead, for example, to different tidal effects in the interacting pairs. Can this also lead to final metallicity profiles depending on the initial orbital energy and angular momentum? In other words, are the results found in Sect. 4.1 confirmed when repeated hierarchical mergers are considered?
To assess the generality of the results, we first simulated the merger of two iE0 galaxies (not rotating spherical galaxies whose masses are equal to half of the gE0 mass) and then two identical copies of the corresponding remnants were merged again, changing the initial orbital energy and angular momentum and its orientation with respect to the galaxy spins.
The result of these experiments are shown in Fig. A.1, where the metallicity profiles of 2iE0-2iE0 mergers are shown, for different orbits, corresponding to different initial values of the orbital angular momentum (orbit id = 01 and 05) and to different alignments of this orbital angular momentum with respect to the galaxy spins (dir00 and ret00 corresponding to the most extreme cases, when the orbital angular momentum is respectively parallel or antiparallel to the galaxy spins). In all the cases examined, it results that the final metallicity profiles are independent on the orbit of the encounter, at least inside the half mass radius of the remnant galaxy. It is interesting to note that this conclusion, i.e. the independence of the remnant metallicity profiles on the orbit of the encounter, does not depend on the morphological and kinematical properties of the initial systems either. Indeed it is valid when the merger involves two spherical symmetric, not rotating systems (Sect. 4.1), as well as when it involves two triaxial, rotating galaxies (Fig. A.1).
But where does this behaviour come from? In other words, how do mixing and phase-space density evolution proceed in collisionless major mergers and how do they depend on the orbital parameters of the encounter?
The collisionless Boltzmann equation tells us that the evolution of a collisionless system is characterized by the conservation of the six-dimensional phase-space density (also known as the ``fine-grained'' phase-space density).
The computation of this phase-space density being quite difficult, one usually computes the ``coarse-grained'' phase-space density, which represents the average of the fine-grained one over some finite volume in the phase-space, and which obeys one of the Mixing Theorems (see for example Tremaine et al. 1986) or the spherically averaged quantity
- being
the spherically averaged volume density and
the velocity dispersion- which still has the dimensions of a phase-space density, but being only a proxy of the coarse-grained distribution function, it does not satisfy any of the Mixing Theorems.
![]() |
Figure A.3:
Redistribution of stellar particles in the final remnants of gE0-gE0 mergers. For every stellar particle in the remnant, we have evaluated its position in the remnant (through its distance
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Vass et al. (2008) have recently studied the evolution of the phase-space density distribution of dark matter halos during equal-mass mergers. They have taken into account a variety of shapes for the dark matter halos (from steep cusps to core-like profiles), of different orbital parameters, as well as recursive mergers of dark halos, in order to study the effect of a hierarchical building up of halos on the evolution of the phase-space density profiles. They studied both the evolution of the coarse-grained distribution function F(r) and of its spherically averaged proxy Q(r), showing that they evolve in a similar way during the merging process, independently on the orbital properties of the encounter and on the number of repeated collisions. In all cases, the inner slopes and the overall shapes of the phase-space density distribution of the merger remnant are close to that of the progenitor system.
We too found similar results evaluating the Q(r) profile of our remnant galaxies, for different orbital initial conditions. As shown in Fig. A.2, mergers of spherically symmetric (upper panel) and of triaxial (lower panel) systems lead to an evolution of the spherically averaged Q(r) which is independent on the orbit and which retains memory of the progenitor profile.
This independency in the evolution of the phase-space distribution on the orbital properties of the encounter leads also to very similar evolutions in the spatial distribution of particles after the collisions. In other words, stellar particles redistribute themselves in the remnant galaxy in a very similar way, independently on the orbits (see Fig. A.3), at least inside the remnant half-mass radius (
kpc for gE0-gE0 mergers). This ultimately gives rise to the very similar metallicity profiles found in Figs. 2 and A.1.
References
- Annibali, F., Bressan, A., Rampazzo, R., Zeilinger, W. W., & Danese, L. 2007, A&A, 463, 455 [NASA ADS] [CrossRef] [EDP Sciences] (In the text)
- Barnes J. E. 1996, in New Light on Galaxy Evolution, ed. R. Bender, & R. L. Davies (Dordrecht: Kluwer), IAU Symp., 171, 191
- Barnes, J., & Hut, P. 1986, Nature, 324, 446 [NASA ADS] [CrossRef] (In the text)
- Bekki, K., & Shioya, Y. 1999, ApJ, 513, 108 [NASA ADS] [CrossRef]
- Bundy, K., Ellis, R. S., & Conselice, C. J. 2005, ApJ, 625, 621 [NASA ADS] [CrossRef] (In the text)
- Carlberg, R. G. 1985, ApJ, 286, 403 [NASA ADS] [CrossRef]
- Carlberg, R. G. 1986, ApJ, 310, 593 [NASA ADS] [CrossRef] (In the text)
- Carollo, C. M., Danziger, I. J., & Buson, L. 1993, MNRAS, 265, 553 [NASA ADS]
- Cattaneo, A., & Bernardi, M. 2003, MNRAS, 344, 45 [NASA ADS] [CrossRef]
- Cattaneo, A., Dekel, A., Devriendt, J., Guiderdoni, B., & Blaizot, J. 2006, MNRAS, 370, 1651 [NASA ADS]
- Cattaneo, A., Dekel, A., Faber, S. M., & Guiderdoni, B. 2008, MNRAS, 389, 567 [NASA ADS] [CrossRef]
- Chiosi, C., & Carraro, G. 2002, MNRAS, 335, 335 [NASA ADS] [CrossRef]
- Cimatti, A., Daddi, E., & Renzini, A. 2006, A&A, 453, 29 [NASA ADS] [CrossRef]
- Ciotti, L., D'Ercole, A., Pellegrini, S., & Renzini, A. 1991, ApJ, 376, 380 [NASA ADS] [CrossRef]
- Clemens, M. S., Bressan, A., Nikolic, B., & Rampazzo, R. 2009, MNRAS, 392, 35 [NASA ADS] [CrossRef]
- Davies, R. L., Sadler, E. M., & Peletier, R. F. 1993, MNRAS, 262, 650 [NASA ADS]
- De Lucia, G., Springel, V., White, S. D. M., Croton, D., & Kauffmann, G. 2006, MNRAS, 366, 499 [NASA ADS] [CrossRef]
- Di Matteo, P., Combes, F., Melchior, A.-L., & Semelin, B. 2007, A&A, 468, 61 [NASA ADS] [CrossRef] [EDP Sciences] (In the text)
- Di Matteo, P., Bournaud, F., Martig, M., et al. 2008, A&A, 492, 31 [NASA ADS] [CrossRef] [EDP Sciences] (In the text)
- Emsellem, E., Cappellari, M., Krajnovic, D., et al. 2007, MNRAS, 379, 401 [NASA ADS] [CrossRef] (In the text)
- Forbes, D. A., Sanchez-Blazquez, P., & Proctor, R. 2005, MNRAS, 361, 6 [NASA ADS]
- Forbes, D. A., Strader, J., Brodie, J., & Proctor, R. 2007 [arXiv:astro-ph/0702572]
- Gingold, R. A., & Monaghan, J. J. 1982, JCoPh, 46, 429 [NASA ADS]
- Hasinger, G., Miyaji, T., & Schmidt, M. 2005, A&A, 441, 417 [NASA ADS] [CrossRef] [EDP Sciences]
- Kawata, D. 1999, PASJ, 51, 931 [NASA ADS]
- Ko, J., & Im, M. 2005, JKAS, 38, 149 [NASA ADS] (In the text)
- Kobayashi, C. 2004, MNRAS, 347, 740 [NASA ADS] [CrossRef] (In the text)
- Kobayashi, C., & Arimoto, N. 1999, ApJ, 527, 573 [NASA ADS] [CrossRef]
- Khochfar, S., & Burkert, A. 2003, ApJ, 597, L117 [NASA ADS] [CrossRef]
- Khochfar, S., & Silk, A. 2006, ApJ, 648, L21 [NASA ADS] [CrossRef]
- Larson, R. B. 1974, MNRAS, 166, 585 [NASA ADS]
- Lucy, L. B. 1977, AJ, 82, 1013 [NASA ADS] [CrossRef]
- Matteucci, F. 1994, A&A, 288, 57
- Mihos, C., & Hernquist, L. 1994, ApJ, 427, 112 [NASA ADS] [CrossRef]
- Naab, T., Khochfar, S., & Burkert, A. 2006, ApJ, 636, L81 [NASA ADS] [CrossRef] (In the text)
- Nelan, J. E., Smith, R. J., Hudson, M. J., et al. 2005, ApJ, 632, 137 [NASA ADS] [CrossRef] (In the text)
- Ogando, R. L. C., Maia, M. A. G., Chiappini, C., et al. 2005, ApJ, 632, 61 [NASA ADS] [CrossRef]
- Pipino, A., & Matteucci, F. 2008, A&A, 486, 763 [NASA ADS] [CrossRef] [EDP Sciences] (In the text)
- Pipino, A., D'Ercole, A., & Matteucci, F. 2008, A&A, 484, 679 [NASA ADS] [CrossRef] [EDP Sciences] (In the text)
- Pipino, A., et al. 2009, in preparation (In the text)
- Sánchez-Blázquez, P., Gorgas, J., & Cardiel, N. 2006, A&A, 457, 823 [NASA ADS] [CrossRef] [EDP Sciences]
- Sánchez-Blázquez, P., Forbes, D. A., Strader, J., Brodie, J., & Proctor, R. 2007, MNRAS, 377, 759 [NASA ADS] [CrossRef]
- Semelin, B., & Combes, F. 2002, A&A, 388, 826 [NASA ADS] [CrossRef] [EDP Sciences] (In the text)
- Spolaor, M., Proctor, R. N., Forbes, D. A., & Couch, W. J. 2009, ApJ, 691, L138 [NASA ADS] [CrossRef]
- Thomas, D., Maraston, C., Bender, R., & Mendes de Oliveira, C. 2005, ApJ, 621, 673 [NASA ADS] [CrossRef] (In the text)
- Tremaine, S., Henon, M., & Lynden-Bell, D. 1986, MNRAS, 219, 285 [NASA ADS] (In the text)
- Valluri, M., Vass, I. M., Kazantzidis, S., Kravtsov, A. V., & Bohn, C. L. 2007, ApJ, 658, 731 [NASA ADS] [CrossRef]
- Vass, I. M., Kazantzidis, S., Valluri, M., & Kravtsov, A. V. 2008, ApJ, submitted, [arXiv:0812.3659] (In the text)
- van Albada, T. S. 1982, MNRAS, 201, 939 [NASA ADS] (In the text)
- van Dokkum, P. G., Franx, M., Kriek, M., et al. 2008, ApJ, 677, L5 [NASA ADS] [CrossRef]
- White, S. D. M. 1980, MNRAS, 191, 1 [NASA ADS] (In the text)
- Worthey, G., Faber, S. M., & Gonzalez, J. J. 1992, ApJ, 398, 69 [NASA ADS] [CrossRef]
Footnotes
- ... mergers
- In this paper dry merger means a pure dissipationless merger of an elliptical stellar systems, i.e., without any gas or significant subsequent star formation.
- ...
area
- This area encloses the negative metallicity slopes found by Ogando et al. (2005), and as shown in their Fig. 2.
All Tables
Table 1:
Galaxy parameters. Both the stellar and dark mater profiles are
represented by Plummer models, having characteristic masses, respectively,
given by
and
and core radii given by
and
.
Table 2: Orbital parameters.
Table 3: Initial gradients and metallicity profiles for the elliptical galaxies.
Table 4: Initial and final metallicity gradients for the fiducial 1:1 dry mergers.
All Figures
![]() |
Figure 1: Initial properties of some galaxy models: a) projected-density map of the gE0 galaxy, after evolving in isolation for 1 Gyr. Contours are equally spaced on a logarithmic scale; b) projected-density map of the 2iE0 galaxy which is the result of a collision between two iE0s elliptical models (see text for details). We used the same scale interval and contours level as in the previous panel; c) volume-density profiles of some galaxy models, as indicated in the legend of the figure; d) line-of-sight velocity and velocity dispersion profiles for the gE0 galaxy model (black solid and black dashed lines respectively) and for the 2iE0 galaxy merger remnant (gray solid and gray dashed lines respectively). |
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In the text |
![]() |
Figure 2: Evolution of the metallicity profiles in some major (1:1) dry mergers of two gE0 galaxies. Metallicity is shown versus the distance from the galaxy center for the two galaxies before the interaction (black and thick gray solid lines) and for the final remnant for different orbits (see figure legend). The values on the abscissa are shown in units of the half-mass radius r50 of the corresponding galaxy. Different panels in the figure correspond to different initial metallicity profiles for the two interacting galaxies: ( top-left panel) id = grad01grad01; ( top-middle panel) id = grad01grad02; ( top-right panel) id = grad01grad03; ( bottom-left panel) id = grad01grad04; (bottom-middle panel) id = grad01grad15; ( bottom-right panel) id = grad15grad15. |
Open with DEXTER | |
In the text |
![]() |
Figure 3: Absolute values of the initial and final metallicity slopes for gE0-gE0 mergers. Different orbits are indicated by different symbols, as explained in the legend. The initial slope has been evaluated by superposing the initial metallicity profiles of the two progenitor galaxies. |
Open with DEXTER | |
In the text |
![]() |
Figure 4:
Core-halo differentiation and mixing in some of major gE0-gE0
mergers modeled for this study. (left) Shows the evolution with
time of the Lagrangian radii containing 10 |
Open with DEXTER | |
In the text |
![]() |
Figure 5: Remnant (absolute) slopes as a function of the initial galaxy (absolute) slopes, for different orbits and different initial galaxy models. Symbols ``01'', ``02'', ``05'', ``13'', ``14'' and ``15'' in the legend correspond to interactions among two gE0 galaxies moving on different orbits (see Table 2 for the corresponding orbital parameters); ``01l'' and ``02l'' correspond to interactions among two gE0l galaxies with orbit id = 01 and 02, respectively; ``01m'' and ``02m'' correspond to interactions between two gE0m galaxies with orbit id = 01 and 02, respectively. Elliptical galaxies resulting from the merger of two 2iE0 galaxies are shown (with the symbols ``01, 2iE02iE0'' and ``01, 2iE02iE0'' referring to orbit id = 01 and 02, respectively). For comparison, also the slope resulting from the merger of two iE0 galaxies - having a total mass half of that of gE0 - are shown. Error bars correspond to the standard deviation of the mean. |
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In the text |
![]() |
Figure 6: Left panel: evolution of the metallicity profiles for three different major dry mergers, involving respectively two gE0 galaxies (black solid line), two gE0l galaxies (dashed red line) and two gE0m galaxies (dotted blue line). The initial profile is shown with corresponding thin curves. All the profiles are shown as a function of the distance r form the galaxy center. Right panel: same as the previous panel, but this time all the profiles are shown in units of the half mass radius r50 of the corresponding galaxy. |
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In the text |
![]() |
Figure 7: Ratio of the companion (initial) slope to the galaxy (initial) slope versus the ratio of the remnant slope to the galaxy (initial) one. Symbols are described in caption of Fig. 5. Error bars correspond to the standard deviation of the mean. Note that the galaxies having a remnant slope of zero are not plotted in this figure. This corresponds to the situtation where the initial galaxy slope and companion slope are both zero and thus 1/(galaxy slope) is infinite. |
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In the text |
![]() |
Figure 8:
Evolution of metallicity gradients through a sequence of major
dry mergers. The initial elliptical galaxy has
|
Open with DEXTER | |
In the text |
![]() |
Figure A.1: Evolution of the metallicity profiles in some major mergers involving two 2iE0 galaxies. Metallicity is shown versus the distance from the galaxy center for the two galaxies before the interaction (black and thick gray solid lines) and for the final remnant for different orbits (see legends). The values on the abscissa are shown in units of the half-mass radius r50 of the corresponding galaxy. |
Open with DEXTER | |
In the text |
![]() |
Figure A.2:
Evolution of the spherically averaged
|
Open with DEXTER | |
In the text |
![]() |
Figure A.3:
Redistribution of stellar particles in the final remnants of gE0-gE0 mergers. For every stellar particle in the remnant, we have evaluated its position in the remnant (through its distance
|
Open with DEXTER | |
In the text |
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