45 research outputs found
Pressure from dark matter annihilation and the rotation curve of spiral galaxies
The rotation curves of spiral galaxies are one of the basic predictions of
the cold dark matter paradigm, and their shape in the innermost regions has
been hotly debated over the last decades. The present work shows that dark
matter annihilation into electron-positron pairs may affect the observed
rotation curve by a significant amount. We adopt a model-independent approach,
where all the electrons and positrons are injected with the same initial energy
E_0 ~ m_dm*c^2 in the range from 1 MeV to 1 TeV and the injection rate is
constrained by INTEGRAL, Fermi, and HESS data. The pressure of the relativistic
electron-positron gas is determined by solving the diffusion-loss equation,
considering inverse Compton scattering, synchrotron radiation, Coulomb
collisions, bremsstrahlung, and ionization. For values of the gas density and
magnetic field that are representative of the Milky Way, it is estimated that
pressure gradients are strong enough to balance gravity in the central parts if
E_0 < 1 GeV. The exact value depends somewhat on the astrophysical parameters,
and it changes dramatically with the slope of the dark matter density profile.
For very steep slopes, as those expected from adiabatic contraction, the
rotation curves of spiral galaxies would be affected on ~kpc scales for most
values of E_0. By comparing the predicted rotation curves with observations of
dwarf and low surface brightness galaxies, we show that the pressure from dark
matter annihilation may improve the agreement between theory and observations
in some cases, but it also imposes severe constraints on the model parameters
(most notably, the inner slope of halo density profile, as well as the mass and
the annihilation cross-section of dark matter particles into electron-positron
pairs).Comment: 14 pages, 10 figure
Estimating multidimensional probability fields using the Field Estimator for Arbitrary Spaces (FiEstAS) with applications to astrophysics
The Field Estimator for Arbitrary Spaces (FiEstAS) computes the continuous
probability density field underlying a given discrete data sample in multiple,
non-commensurate dimensions. The algorithm works by constructing a
metric-independent tessellation of the data space based on a recursive binary
splitting. Individual, data-driven bandwidths are assigned to each point,
scaled so that a constant "mass" M0 is enclosed. Kernel density estimation may
then be performed for different kernel shapes, and a combination of balloon and
sample point estimators is proposed as a compromise between resolution and
variance. A bias correction is evaluated for the particular (yet common) case
where the density is computed exactly at the locations of the data points
rather than at an uncorrelated set of locations. By default, the algorithm
combines a top-hat kernel with M0=2.0 with the balloon estimator and applies
the corresponding bias correction. These settings are shown to yield reasonable
results for a simple test case, a two-dimensional ring, that illustrates the
performance for oblique distributions, as well as for a six-dimensional
Hernquist sphere, a fairly realistic model of the dynamical structure of
stellar bulges in galaxies and dark matter haloes in cosmological N-body
simulations. Results for different parameter settings are discussed in order to
provide a guideline to select an optimal configuration in other cases. Source
code is available upon request.Comment: 15 pages, 4 figures, accepted in Comp. Phys. Com
FiEstAS sampling -- a Monte Carlo algorithm for multidimensional numerical integration
This paper describes a new algorithm for Monte Carlo integration, based on
the Field Estimator for Arbitrary Spaces (FiEstAS). The algorithm is discussed
in detail, and its performance is evaluated in the context of Bayesian
analysis, with emphasis on multimodal distributions with strong parameter
degeneracies. Source code is available upon request.Comment: 18 pages, 3 figures, submitted to Comp. Phys. Com
Galaxy chemical evolution models: The role of molecular gas formation
In our classical grid of multiphase chemical evolution models, star formation in the disc occurs in two steps: first, molecular gas forms, and then stars are created by cloud-cloud collisions or interactions of massive stars with the surrounding molecular clouds. The formation of both molecular clouds and stars are treated through the use of free parameters we refer to as efficiencies. In this work, we modify the formation of molecular clouds based on several new prescriptions existing in the literature, and we compare the results obtained for a chemical evolution model of theMilkyWay Galaxy regarding the evolution of the Solar region, the radial structure of the Galactic disc and the ratio between the diffuse and molecular components, H I /H 2 . Our results show that the six prescriptions we have tested reproduce fairly consistent most of the observed trends, differing mostly in their predictions for the (poorly constrained) outskirts of the Milky Way and the evolution in time of its radial structure. Among them, the model proposed by Ascasibar et al. (in preparation), where the conversion of diffuse gas into molecular clouds depends on the local stellar and gas densities as well as on the gas metallicity, seems to provide the best overall match to the observed data
Nature or nurture? Clues from the distribution of specific star formation rates in SDSS galaxies
This work investigates the main mechanism(s) that regulate the specific star
formation rate (SSFR) in nearby galaxies, cross-correlating two proxies of this
quantity -- the equivalent width of the \Ha\ line and the colour --
with other physical properties (mass, metallicity, environment, morphology, and
the presence of close companions) in a sample of galaxies extracted
from the Sloan Digital Sky Survey (SDSS). The existence of a relatively tight
`ageing sequence' in the colour-equivalent width plane favours a scenario where
the secular conversion of gas into stars (i.e. `nature') is the main physical
driver of the instantaneous SSFR and the gradual transition from a `chemically
primitive' (metal-poor and intensely star-forming) state to a `chemically
evolved' (metal-rich and passively evolving) system. Nevertheless,
environmental factors (i.e. `nurture') are also important. In the field,
galaxies may be temporarily affected by discrete `quenching' and `rejuvenation'
episodes, but such events show little statistical significance in a
probabilistic sense, and we find no evidence that galaxy interactions are, on
average, a dominant driver of star formation. Although visually classified
mergers tend to display systematically higher EW(H) and bluer
colours for a given luminosity, most galaxies with high SSFR have uncertain
morphologies, which could be due to either internal or external processes.
Field galaxies of early and late morphological types are consistent with the
gradual `ageing' scenario, with no obvious signatures of a sudden decrease in
their SSFR. In contrast, star formation is significantly reduced and sometimes
completely quenched on a short time scale in dense environments, where many
objects are found on a `quenched sequence' in the colour-equivalent width
plane.Comment: 18 pages, 9 figure
The dynamical structure of dark matter haloes
Thanks to the ever increasing computational power and the development of more
sophisticated algorithms, numerical N-body simulations are now uncovering
several phenomenological relations between the physical properties of dark
matter haloes in position and velocity space. It is the aim of the present work
to investigate in detail the dynamical structure of dark matter haloes, as well
as its possible dependence on mass and its evolution with redshift up to z=5.
We use high-resolution cosmological simulations of individual objects to
compute the radially-averaged profiles of several quantities, scaled by the
radius Rmax at which the circular velocity attains its maximum value, Vmax. No
systematic dependence on mass or cosmic epoch are found within Rmax, and all
the different radial profiles are well fit by simple analytical models.
However, our results suggest that several properties are not `universal'
outside this radius. [Abridged]Comment: Accepted for publication in MNRAS (10 pages, 8 figures
The origin of cold fronts in the cores of relaxed galaxy clusters
Chandra X-ray observations revealed the presence of cold fronts (sharp
contact discontinuities between gas regions with different temperatures and
densities) in the centers of many, if not most, relaxed clusters with cool
cores. We use high-resolution simulations of idealized cluster mergers to show
that they are due to sloshing of the cool gas in the central gravitational
potential, which is easily set off by minor mergers and can persist for
gigayears. The only necessary condition is a steep entropy profile, as observed
in cooling flow clusters. Even if the infalling subcluster has no gas during
core passage, the gravitational disturbance sets the main mass peak (gas and
dark matter together) in motion relative to the surrounding gas. A rapid change
in the direction of motion causes a change in ram pressure, which pushes the
cool gas away from the dark matter peak and triggers sloshing. For nonzero
impact parameters, the cool gas acquires angular momentum, resulting in a
characteristic spiral pattern of cold fronts. There is little visible
disturbance outside the cool core in such a merger. If the subcluster retains
its gas during core passage, the cool central gas of the main cluster is more
easily decoupled from the dark matter peak. Subsequently, some of that gas, and
often the cool gas from the subcluster, falls back to the center and starts
sloshing. However, in such a merger, global disturbances are readily visible in
X-rays for a long time. We conclude that cold fronts at the centers of relaxed
clusters, often spiral or concentric-arc in shape, are probably caused by
encounters with small subhalos stripped of all their gas at the early infall
stages.Comment: 24 pages (emulateapj), 23 figures. Minor changes to match accepted
versio