2,879 research outputs found
Minimum fuel attitude control of a nonlinear satellite system with bounded control by a method based on linear programming
Optimal control method based on linear programming for satellite fuel consumptio
Minimum time control of a nonlinear system
Time-optimal control problem studied for system representing second-order nonlinear differential equatio
Role of Galaxy Mergers in Cosmic Star Formation History
We present a morphology study of intermediate-redshift (0.2<z<1.2) luminous
infrared galaxies (LIRGs) and general field galaxies in the GOODS fields using
a revised asymmetry measurement method optimized for deep fields. By taking
careful account of the importance of the underlying sky-background structures,
our new method does not suffer from systematic bias and offers small
uncertainties. By redshifting local LIRGs and low-redshift GOODS galaxies to
different higher redshifts, we have found that the redshift dependence of the
galaxy asymmetry due to surface-brightness dimming is a function of the
asymmetry itself, with larger corrections for more asymmetric objects. By
applying redshift-, IR-luminosity- and optical-brightness-dependent asymmetry
corrections, we have found that intermediate-redshift LIRGs generally show
highly asymmetric morphologies, with implied merger fractions ~50% up to z=1.2,
although they are slightly more symmetric than local LIRGs. For general field
galaxies, we find an almost constant relatively high merger fraction (20-30%).
The B-band LFs of galaxy mergers are derived at different redshifts up to z=1.2
and confirm the weak evolution of the merger fraction after breaking the
luminosity-density degeneracy. The IR luminosity functions (LFs) of galaxy
mergers are also derived, indicating a larger merger fraction at higher IR
luminosity. The integral of the merger IR LFs indicates a dramatic evolution of
the merger-induced IR energy density [(1+z)^(5-6)}], and that galaxy mergers
start to dominate the cosmic IR energy density at z>~1.Comment: Accepted for publication in ApJ, 25 pages, 23 figures (2 colors). The
high-resolution pdf is at
http://cztsy.as.arizona.edu/~yong/Research/SHI_MERGER.pd
Quantified HI Morphology V: HI Disks in the Virgo Cluster
We explore the quantified morphology of atomic hydrogen (HI) disks in the
Virgo cluster. These galaxies display a wealth of phenomena in their Hi
morphology, e.g., tails, truncation and warps. These morphological disturbances
are related to the ram-pressure stripping and tidal interaction that galaxies
undergo in this dense cluster environment. To quantify the morphological
transformation of the HI disks, we compute the morphological parameters of CAS,
Gini, and M20 and our own GM for 51 galaxies in 48 HI column density maps from
the VIVA project. Some morphological phenomena can be identified in this space
of relatively low resolution HI data. Truncation of the HI disk can be cleanly
identified via the Concentration parameter (C<1) and Concentration can also be
used to identify HI deficient disks (1<C<5). Tidal interaction is typically
identified using combinations of these morphological parameters, applied to
(optical) images of galaxies. We find that some selection criteria (Gini-M20,
Asymmetry, and a modified Concentration-M20) are still applicable for the
coarse (~15" FWHM) VIVA HI data. The phenomena of tidal tails can be reasonably
well identified using the Gini-M20 criterion (60% of galaxies with tails
identified but with as many contaminants). Ram-pressure does move HI disks into
and out of most of our interaction criteria: the ram-pressure sequence
identified by Vollmer et al. (2009) tracks into and out of some of these
criteria (Asymmetry based and the Gini-M20 selections, but not the
Concentration-M20 or the GM based ones). Therefore, future searches for
interaction using HI morphologies should take ram-pressure into account as a
mechanism to disturb HI disks enough to make them appear as gravitationally
interacting. One mechanism would be to remove all the HI deficient (C<5) disks
from the sample, as these have undergone more than one HI removal mechanism.Comment: 10 pages, 3 figures, accepted by MNRAS, appendixes not include
Quantified HI Morphology I: Multi-Wavelengths Analysis of the THINGS Galaxies
Galaxy evolution is driven to a large extent by interactions and mergers with
other galaxies and the gas in galaxies is extremely sensitive to the
interactions. One method to measure such interactions uses the quantified
morphology of galaxy images. Well-established parameters are Concentration,
Asymmetry, Smoothness, Gini, and M20 of a galaxy image. Thus far, the
application of this technique has mostly been restricted to restframe
ultra-violet and optical images. However, with the new radio observatories
being commissioned (MeerKAT, ASKAP, EVLA, WSRT/APERTIF, and ultimately SKA), a
new window on the neutral atomic hydrogen gas (HI) morphology of a large
numbers of galaxies will open up. The quantified morphology of gas disks of
spirals can be an alternative indicator of the level and frequency of
interaction. The HI in galaxies is typically spatially more extended and more
sensitive to low-mass or weak interactions. In this paper, we explore six
morphological parameters calculated over the extent of the stellar (optical)
disk and the extent of the gas disk for a range of wavelengths spanning UV,
Optical, Near- and Far-Infrared and 21 cm (HI) of 28 galaxies from The HI
Nearby Galaxy Survey (THINGS). Though the THINGS sample is small and contains
only a single ongoing interaction, it spans both non-interacting and
post-interacting galaxies with a wealth of multi-wavelength data. We find that
the choice of area for the computation of the morphological parameters is less
of an issue than the wavelength at which they are measured. The signal of
interaction is as good in the HI as in any of the other wavelengths in which
morphology has been used to trace the interaction rate to date, mostly
star-formation dominated ones (near- and far-ultraviolet). The Asymmetry and
M20 parameters are the ones which show the most promise as tracers of
interaction in 21 cm line observations.Comment: 16 pages, 11 figure, table 1, accepted by MNRAS, appendix not
include
Quantified HI Morphology III: Merger Visibility Times from HI in Galaxy Simulations
Major mergers of disk galaxies are thought to be a substantial driver in
galaxy evolution. To trace the fraction and the rate galaxies are in mergers
over cosmic times, several observational techniques, including morphological
selection criteria, have been developed over the last decade. We apply this
morphological selection of mergers to 21 cm radio emission line (HI) column
density images of spiral galaxies in nearby surveys. In this paper, we
investigate how long a 1:1 merger is visible in HI from N-body simulations. We
evaluate the merger visibility times for selection criteria based on four
parameters: Concentration, Asymmetry, M20, and the Gini parameter of second
order moment of the flux distribution (GM). Of three selection criteria used in
the literature, one based on Concentration and M20 works well for the HI
perspective with a merger time scale of 0.4 Gyr. Of the three selection
criteria defined in our previous paper, the GM performs well and cleanly
selects mergers for 0.69 Gyr. The other two criteria (A-M20 and C-M20), select
isolated disks as well, but perform best for face-on, gas-rich disks (T(merger)
~ 1 Gyr). The different visibility scales can be combined with the selected
fractions of galaxies in any large HI survey to obtain merger rates in the
nearby Universe. All-sky surveys such as WALLABY with ASKAP and the Medium Deep
Survey with the APETIF instrument on Westerbork are set to revolutionize our
perspective on neutral hydrogen and will provide an accurate measure of the
merger fraction and rate of the present epoch.Comment: 12 pages, 6 figures, 4 tables, accepted by MNRAS, appendix not
include
AEGIS: The Nature of the Host Galaxies of Low-ionization Outflows at z < 0.6
We report on a S/N-limited search for low-ionization gas outflows in the
spectra of the 0.11 < z < 0.54 objects in the EGS portion of the DEEP2 survey.
Doppler shifts from the host galaxy redshifts are systematically searched for
in the Na I 5890,96 doublet (Na D). Although the spectral resolution and S/N
limit us to study the interstellar gas kinematics from fitting a single doublet
component to each observed Na D profile, the typical outflow often seen in
local luminous-infrared galaxies (LIRGs) should be detected at >~ 6 sigma in
absorption equivalent width down to the survey limiting S/N (~ 5 per pixel) in
the continuum around Na D. The detection rate of LIRG-like outflow clearly
shows an increasing trend with star-forming activity and infrared luminosity.
However, by virtue of not selecting our sample on star formation, we also find
a majority of outflows in galaxies on the red sequence in the rest-frame (U-B,
M_B) color-magnitude diagram. Most of these red-sequence outflows are of
early-type morphology and show the sign of recent star formation in their
UV-optical colors; some show enhanced Balmer H-beta absorption lines indicative
of poststarburst as well as high dust extinction. These findings demonstrate
that outflows outlive starbursts and suggest that galactic-scale outflows play
a role in quenching star formation in the host galaxies on their way to the red
sequence. The fate of relic winds, as well as the observational constraints on
gaseous feedback models, may be studied in galaxies during their poststarburst
phase. We also note the presence of inflow candidates in red, early-type
galaxies, some with signs of AGNs/LINERs but little evidence for star
formation.Comment: 19 pages & 19 figures (emulateapj); the revision to match the
published version in Ap
A robust morphological classification of high-redshift galaxies using support vector machines on seeing limited images. I Method description
We present a new non-parametric method to quantify morphologies of galaxies
based on a particular family of learning machines called support vector
machines. The method, that can be seen as a generalization of the classical CAS
classification but with an unlimited number of dimensions and non-linear
boundaries between decision regions, is fully automated and thus particularly
well adapted to large cosmological surveys. The source code is available for
download at http://www.lesia.obspm.fr/~huertas/galsvm.html To test the method,
we use a seeing limited near-infrared ( band, ) sample observed
with WIRCam at CFHT at a median redshift of . The machine is trained
with a simulated sample built from a local visually classified sample from the
SDSS chosen in the high-redshift sample's rest-frame (i band, ) and
artificially redshifted to match the observing conditions. We use a
12-dimensional volume, including 5 morphological parameters and other
caracteristics of galaxies such as luminosity and redshift. We show that a
qualitative separation in two main morphological types (late type and early
type) can be obtained with an error lower than 20% up to the completeness limit
of the sample () which is more than 2 times better that what would
be obtained with a classical C/A classification on the same sample and indeed
comparable to space data. The method is optimized to solve a specific problem,
offering an objective and automated estimate of errors that enables a
straightforward comparison with other surveys.Comment: 11 pages, 7 figures, 3 tables. Submitted to A&A. High resolution
images are available on reques
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