21 results on '"Barbera, F."'
Search Results
2. Retrieval of the physical parameters of galaxies from WEAVE-StePS-like data using machine learning.
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Angthopo, J., Granett, B. R., La Barbera, F., Longhetti, M., Iovino, A., Fossati, M., Ditrani, F. R., Costantin, L., Zibetti, S., Gallazzi, A., Sánchez-Blázquez, P., Tortora, C., Spiniello, C., Poggianti, B., Vazdekis, A., Balcells, M., Bardelli, S., Benn, C. R., Bianconi, M., and Bolzonella, M.
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CLASSIFICATION of galaxies ,GALACTIC evolution ,MACHINE learning ,RANDOM forest algorithms ,GALAXY spectra ,REDSHIFT - Abstract
Context. The William Herschel Telescope Enhanced Area Velocity Explorer (WEAVE) is a new, massively multiplexing spectrograph that allows us to collect about one thousand spectra over a 3 square degree field in one observation. The WEAVE Stellar Population Survey (WEAVE-StePS) in the next 5 years will exploit this new instrument to obtain high-S/N spectra for a magnitude-limited (I
AB = 20.5) sample of ∼25 000 galaxies at moderate redshifts (z ≥ 0.3), providing insights into galaxy evolution in this as yet unexplored redshift range. Aims. We aim to test novel techniques for retrieving the key physical parameters of galaxies from WEAVE-StePS spectra using both photometric and spectroscopic (spectral indices) information for a range of noise levels and redshift values. Methods. We simulated ∼105 000 galaxy spectra assuming star formation histories with an exponentially declining star formation rate, covering a wide range of ages, stellar metallicities, specific star formation rates (sSFRs), and dust extinction values. We considered three redshifts (i.e. z = 0.3, 0.55, and 0.7), covering the redshift range that WEAVE-StePS will observe. We then evaluated the ability of the random forest and K-nearest neighbour algorithms to correctly predict the average age, metallicity, sSFR, dust attenuation, and time since the bulk of formation, assuming no measurement errors. We also checked how much the predictive ability deteriorates for different noise levels, with S/NI,obs = 10, 20, and 30, and at different redshifts. Finally, the retrieved sSFR was used to classify galaxies as part of the blue cloud, green valley, or red sequence. Results. We find that both the random forest and K-nearest neighbour algorithms accurately estimate the mass-weighted ages, u-band-weighted ages, and metallicities with low bias. The dispersion varies from 0.08–0.16 dex for age and 0.11–0.25 dex for metallicity, depending on the redshift and noise level. For dust attenuation, we find a similarly low bias and dispersion. For the sSFR, we find a very good constraining power for star-forming galaxies, log sSFR ≳ −11, where the bias is ∼0.01 dex and the dispersion is ∼0.10 dex. However, for more quiescent galaxies, with log sSFR ≲ −11, we find a higher bias, ranging from 0.61 to 0.86 dex, and a higher dispersion, ∼0.4 dex, depending on the noise level and redshift. In general, we find that the random forest algorithm outperforms the K-nearest neighbours. Finally, we find that the classification of galaxies as members of the green valley is successful across the different redshifts and S/Ns. Conclusions. We demonstrate that machine learning algorithms can accurately estimate the physical parameters of simulated galaxies for a WEAVE-StePS-like dataset, even at relatively low S/NI, obs = 10 per Å spectra with available ancillary photometric information. A more traditional approach, Bayesian inference, yields comparable results. The main advantage of using a machine learning algorithm is that, once trained, it requires considerably less time than other methods. [ABSTRACT FROM AUTHOR]- Published
- 2024
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3. INSPIRE: INvestigating Stellar Population In RElics – V. A catalogue of ultra-compact massive galaxies outside the local Universe and their degree of relicness.
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Spiniello, C, D'Ago, G, Coccato, L, Hartke, J, Tortora, C, Ferré-Mateu, A, Pulsoni, C, Cappellari, M, Maksymowicz-Maciata, M, Arnaboldi, M, Bevacqua, D, Gallazzi, A, Hunt, L K, La Barbera, F, Martín-Navarro, I, Napolitano, N R, Radovich, M, Saracco, P, Scognamiglio, D, and Spavone, M
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STELLAR populations ,GALAXIES ,UNIVERSE ,RELICS ,STAR formation ,STELLAR mass ,AGE of stars - Abstract
This paper presents the third data release of the INvestigating Stellar Population In RElics (INSPIRE) project, comprising 52 ultra-compact massive galaxies (UCMGs) observed with the X-Shooter spectrograph. We measure integrated stellar velocity dispersion, [Mg/Fe] abundances, ages, and metallicities for all the INSPIRE objects. We thus infer star formation histories and confirm the existence of a degree of relicness (DoR), defined in terms of the fraction of stellar mass formed by z = 2, the time at which a galaxy has assembled 75 per cent of its mass, and the final assembly time. Objects with a high DoR assembled their stellar mass at early epochs, while low-DoR objects show a non-negligible fraction of later formed populations and hence a spread in ages and metallicities. A higher DoR correlates with larger [Mg/Fe], supersolar metallicity, and larger velocity dispersion values. The 52 UMCGs span a large range of DoR from 0.83 to 0.06, with 38 of them having formed more than 75 per cent of their mass by z = 2. Of these, nine are extreme relics (DoR>0.7), since they formed the totality (|$\gt 99~{{\ \rm per\ cent}}$|) of their stellar mass by redshift z = 2. The remaining 14 UCMGs cannot be considered relics, as they are characterized by more extended star formation histories. With INSPIRE we built the first sizeable sample of relics outside the local Universe, up to z ∼ 0.4, increasing the number of confirmed relics by a factor of >10, and opening up an important window to explain the mass assembly of massive galaxies in the high- z Universe. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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4. Stellar metallicity from optical and UV spectral indices: Test case for WEAVE-StePS.
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Ditrani, F. R., Longhetti, M., La Barbera, F., Iovino, A., Costantin, L., Zibetti, S., Gallazzi, A., Fossati, M., Angthopo, J., Ascasibar, Y., Poggianti, B., Sánchez-Blázquez, P., Balcells, M., Bianconi, M., Bolzonella, M., Cassarà, L. P., Cucciati, O., Dalton, G., Ferré-Mateu, A., and García-Benito, R.
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DISTRIBUTION (Probability theory) ,STELLAR populations ,DISTRIBUTION of stars ,GALAXY spectra ,STAR formation - Abstract
Context. The upcoming generation of optical spectrographs on four meter-class telescopes, with their huge multiplexing capabilities, excellent spectral resolution, and unprecedented wavelength coverage, will provide high-quality spectra for thousands of galaxies. These data will allow us to examine of the stellar population properties at intermediate redshift, an epoch that remains unexplored by large and deep surveys. Aims. We assess our capability to retrieve the mean stellar metallicity in galaxies at different redshifts and signal-to-noise ratios (S/N), while simultaneously exploiting the ultraviolet (UV) and optical rest-frame wavelength coverage. Methods. The work is based on a comprehensive library of spectral templates of stellar populations, covering a wide range of age and metallicity values and built assuming various star formation histories, to cover an observable parameter space with diverse chemical enrichment histories and dust attenuation. We took into account possible observational errors, simulating realistic observations of a large sample of galaxies carried out with WEAVE at the William Herschel Telescope at different redshifts and S/N values. We measured all the available and reliable indices on the simulated spectra and on the comparison library. We then adopted a Bayesian approach to compare the two sets of measurements in order to obtain the probability distribution of stellar metallicity with an accurate estimate of the uncertainties. Results. The analysis of the spectral indices has shown how some mid-UV indices, such as BL3580 and Fe3619, can provide reliable constraints on stellar metallicity, along with optical indicators. The analysis of the mock observations has shown that even at S/N = 10, the metallicity can be derived within 0.3 dex, in particular, for stellar populations older than 2 Gyr. The S/N value plays a crucial role in the uncertainty of the estimated metallicity and so, the differences between S/N = 10 and S/N = 30 are quite large, with uncertainties of ~0.15 dex in the latter case. On the contrary, moving from S/N = 30 to S/N = 50, the improvement on the uncertainty of the metallicity measurements is almost negligible. Our results are in good agreement with other theoretical and observational works in the literature and show how the UV indicators, coupled with classic optical ones, can be advantageous in constraining metallicities. Conclusions. We demonstrate that a good accuracy can be reached on the spectroscopic measurements of the stellar metallicity of galaxies at intermediate redshift, even at low S/N, when a large number of indices can be employed, including some UV indices. This is very promising for the upcoming surveys carried out with new, highly multiplexed, large-field spectrographs, such as StePS at the WEAVE and 4MOST, which will provide spectra of thousands of galaxies covering large spectral ranges (between 3600 and 9000 Å in the observed frame) at relatively high S/N (>10 Å
−1 ). [ABSTRACT FROM AUTHOR]- Published
- 2023
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5. The star formation history and the nature of the mass–metallicity relation of passive galaxies at 1.0 < z < 1.4 from VANDELS.
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Saracco, P, Barbera, F La, De Propris, R, Bevacqua, D, Marchesini, D, De Lucia, G, Fontanot, F, Hirschmann, M, Nonino, M, Pasquali, A, Spiniello, C, and Tortora, C
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GALAXIES , *STELLAR mass , *STELLAR populations , *GALAXY formation , *GALACTIC evolution , *STAR formation - Abstract
We derived stellar ages and metallicities [Z/H] for ∼70 passive early-type galaxies (ETGs) selected from VANDELS survey over the redshift range 1.0 < z < 1.4 and stellar mass range 10 < log(M */M⊙) < 11.6. We find significant systematics in their estimates depending on models and wavelength ranges considered. Using the full-spectrum fitting technique, we find that both [Z/H] and age increase with mass as for local ETGs. Age and metallicity sensitive spectral indices independently confirm these trends. According to EMILES models, for 67 per cent of the galaxies we find [Z/H] > 0.0, a percentage which rises to ∼90 per cent for log(M */M⊙) > 11 where the mean metallicity is [Z/H] = 0.17 ± 0.1. A comparison with homogeneous measurements at similar and lower redshift does not show any metallicity evolution over the redshift range 0.0 < z < 1.4. The derived star formation (SF) histories show that the stellar mass fraction formed at early epoch increases with the mass of the galaxy. Galaxies with log(M */M⊙) > 11.0 host stellar populations with [Z/H] > 0.05, formed over short time-scales (Δ t 50 < 1 Gyr) at early epochs (t form < 2 Gyr), implying high star formation rates (SFR > 100 M⊙ yr−1) in high-mass density regions (log(Σ1kpc) > 10 M⊙/kpc2). This sharp picture tends to blur at lower masses: log(M */M⊙) ∼ 10.6 galaxies can host either old stars with [Z/H] < 0.0 or younger stars with [Z/H] > 0.0, depending on the duration (Δ t 50) of the SF. The relations between galaxy mass, age, and metallicities are therefore largely set up ab initio as part of the galaxy formation process. Mass, SFR, and SF time-scale all contribute to shape up the stellar mass–metallicity relation with the mass that modulates metals retention. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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6. WEAVE-StePS: A stellar population survey using WEAVE at WHT.
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Iovino, A., Poggianti, B. M., Mercurio, A., Longhetti, M., Bolzonella, M., Busarello, G., Gullieuszik, M., La Barbera, F., Merluzzi, P., Morelli, L., Tortora, C., Vergani, D., Zibetti, S., Haines, C. P., Costantin, L., Ditrani, F. R., Pozzetti, L., Angthopo, J., Balcells, M., and Bardelli, S.
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DEMOGRAPHIC surveys ,STELLAR populations ,WEAVING patterns ,GALACTIC evolution ,WEAVING - Abstract
Context. The upcoming new generation of optical spectrographs on four-meter-class telescopes will provide valuable opportunities for forthcoming galaxy surveys through their huge multiplexing capabilities, excellent spectral resolution, and unprecedented wavelength coverage. Aims. WEAVE is a new wide-field spectroscopic facility mounted on the 4.2m William Herschel Telescope in La Palma. WEAVE-StePS is one of the five extragalactic surveys that will use WEAVE during its first five years of operations. It will observe galaxies using WEAVE MOS (~950 fibres distributed across a field of view of ~3 square degrees on the sky) in low-resolution mode (R ~ 5000, spanning the wavelength range 36609590 Å). Methods. WEAVE-StePS will obtain high-quality spectra (S=N ~ 10Å1 at R ~ 5000) for a magnitude-limited (IAB = 20:5) sample of ~25 000 galaxies, the majority selected at z - 0:3. The survey goal is to provide precise spectral measurements in the crucial interval that bridges the gap between LEGA-C and SDSS data. The wide area coverage of ~25 square degrees will enable us to observe galaxies in a variety of environments. The ancillary data available in each of the observed fields (including X-ray coverage, multi-narrow-band photometry and spectroscopic redshift information) will provide an environmental characterisation for each observed galaxy. Results. This paper presents the science case of WEAVE-StePS, the fields to be observed, the parent catalogues used to define the target sample, and the observing strategy that was chosen after a forecast of the expected performance of the instrument for our typical targets. Conclusions. WEAVE-StePS will go back further in cosmic time than SDSS, extending its reach to encompass more than ~6 Gyr. This is nearly half of the age of the Universe. The spectral and redshift range covered by WEAVE-StePS will open a new observational window by continuously tracing the evolutionary path of galaxies in the largely unexplored intermediate-redshift range. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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7. INSPIRE: INvestigating Stellar Population In RElics: II. First data release (DR1).
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Spiniello, C., Tortora, C., D'Ago, G., Coccato, L., La Barbera, F., Ferré-Mateu, A., Pulsoni, C., Arnaboldi, M., Gallazzi, A., Hunt, L., Napolitano, N. R., Radovich, M., Scognamiglio, D., Spavone, M., and Zibetti, S.
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DATA release ,STELLAR populations ,RELICS ,STELLAR mass ,GALAXY formation ,GALACTIC redshift ,DWARF galaxies - Abstract
Context. The INvestigating Stellar Population In RElics (INSPIRE) is an ongoing project targeting 52 ultra-compact massive galaxies at 0.1 < z < 0.5 with the X-shooter at VLT spectrograph (XSH). These objects are the ideal candidates to be 'relics', massive red nuggets that have formed at high redshift (z > 2) through a short and intense star formation burst, and then have evolved passively and undisturbed until the present day. Relics provide a unique opportunity to study the mechanisms of star formation at high-z. Aims.INSPIRE is designed to spectroscopically confirm and fully characterise a large sample of relics, computing their number density in the redshift window 0.1 < z < 0.5 for the first time, thus providing a benchmark for cosmological galaxy formation simulations. In this paper, we present the INSPIRE Data Release (DR1), comprising 19 systems with observations completed in 2020. Methods. We use the methods already presented in the INSPIRE Pilot, but revisiting the 1D spectral extraction. For the 19 systems studied here, we obtain an estimate of the stellar velocity dispersion, fitting the two XSH arms (UVB and VIS) separately at their original spectral resolution to two spectra extracted in different ways. We estimate [Mg/Fe] abundances via line-index strength and mass-weighted integrated stellar ages and metallicities with full spectral fitting on the combined (UVB+VIS) spectrum. Results. For each system, different estimates of the velocity dispersion always agree within the errors. Spectroscopic ages are very old for 13/19 galaxies, in agreement with the photometric ones, and metallicities are almost always (18/19) super-solar, confirming the mass–metallicity relation. The [Mg/Fe] ratio is also larger than solar for the great majority of the galaxies, as expected. We find that ten objects formed more than 75% of their stellar mass (M
⋆ ) within 3 Gyr from the big bang and classify them as relics. Among these, we identify four galaxies that had already fully assembled their M⋆ by that time and are therefore 'extreme relics' of the ancient Universe. Interestingly, relics, overall, have a larger [Mg/Fe] and a more metal-rich stellar population. They also have larger integrated velocity dispersion values compared to non-relics (both ultra-compact and normal-size) of similar stellar mass. Conclusions. The INSPIRE DR1 catalogue of ten known relics is the largest publicly available collection, augmenting the total number of confirmed relics by a factor of 3.3, and also enlarging the redshift window. The resulting lower limit for the number density of relics at 0.17 < z < 0.39 is ρ ∼ 9.1 × 10−8 Mpc−3 . [ABSTRACT FROM AUTHOR]- Published
- 2021
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8. Mild radial variations of the stellar IMF in the bulge of M31.
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La Barbera, F, Vazdekis, A, Ferreras, I, and Pasquali, A
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STELLAR initial mass function , *LOW mass stars , *STELLAR populations , *CHEMICAL species , *ELLIPTICAL galaxies , *INDEX numbers (Economics) - Abstract
Using new, homogeneous, long-slit spectroscopy in the wavelength range from ∼0.35 to |$\sim 1 \, \mu$| m, we study radial gradients of optical and near-infrared (NIR) initial mass function (IMF)-sensitive features along the major axis of the bulge of M31, out to a galactocentric distance of ∼200 arcsec (∼800 pc). Based on state-of-the-art stellar population synthesis models with varying Na abundance ratio, we fit a number of spectral indices, from different chemical species (including TiO's, Ca, and Na indices), to constrain the low-mass (≲0.5 M⊙) end slope (i.e. the fraction of low-mass stars) of the stellar IMF, as a function of galactocentric distance. Outside a radial distance of ∼10 arcsec, we infer an IMF similar to a Milky Way-like distribution, while at small galactocentric distances, an IMF radial gradient is detected, with a mildly bottom-heavy IMF in the few inner arcsec. We are able to fit Na features (both NaD and |$\rm Na\,{\small I}8190$|), without requiring extremely high Na abundance ratios. |$\rm [Na/Fe]$| is ∼0.4 dex for most of the bulge, rising up to ∼0.6 dex in the innermost radial bins. Our results imply an overall, luminosity-weighted, IMF and mass-to-light ratio for the M31 bulge, consistent with those for a Milky Way-like distribution, in contrast to results obtained, in general, for most massive early-type galaxies. [ABSTRACT FROM AUTHOR]
- Published
- 2021
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9. The Fundamental Plane of cluster spheroidal galaxies at z ∼ 1.3: evidence for mass-dependent evolution.
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Saracco, P, Gargiulo, A, La Barbera, F, Annunziatella, M, and Marchesini, D
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ELLIPTICAL galaxies ,STELLAR density (Stellar population) ,GALAXY clusters ,STELLAR populations ,STELLAR evolution ,VERY large array telescopes - Abstract
We present spectroscopic observations obtained at the Large Binocular Telescope in the field of the cluster XLSSJ0223−0436 at z = 1.22. We confirm 12 spheroids cluster members and determine stellar velocity dispersion for 7 of them. We combine these data with those in the literature for clusters RXJ0848+4453 at z = 1.27 (8 galaxies) and XMMJ2235−2557 at z = 1.39 (7 galaxies) to determine the Fundamental Plane (FP) of cluster spheroids. We find that the FP at z ∼ 1.3 is offset and rotated (∼3σ) with respect to the local FP. The offset corresponds to a mean evolution Δlog(M
dyn / LB ) = (−0.5 ± 0.1) z. High-redshift galaxies follow a steeper mass-dependent Mdyn / LB – Mdyn relation than local ones. Assuming Δ log(Mdyn / LB ) = Δ log(M */ LB ), higher mass galaxies [log(Mdyn /M⊙ ) ≥ 11.5] have a higher formation redshift (zf ≥ 6.5) than lower mass ones [ zf ≤2 for log(Mdyn /M⊙ ≤ 10)], with a median zf ≃ 2.5 for the whole sample. Also, galaxies with higher stellar mass density host stellar populations formed earlier than those in lower density galaxies. At fixed initial mass function, Mdyn / M * varies systematically with mass and mass density. It follows that the evolution of the stellar populations (M */ LB ) accounts for the observed evolution of Mdyn / LB for Mdyn > 1011 M⊙ galaxies, while accounts for ∼85 per cent of the evolution at Mdyn < 1011 M⊙ . We find no evidence in favour of structural evolution of individual galaxies, while we find evidences that spheroids later added to the population may account for the observed discrepancy between Δlog(Mdyn / LB ) and Δ log(M */ LB ) at masses <1011 M⊙ . Thus, the evolution of the FP of cluster spheroids is consistent with the mass-dependent and mass density-dependent evolution of their stellar populations superimposed to a minor contribution of spheroids joining the population at later times. [ABSTRACT FROM AUTHOR]- Published
- 2020
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10. IMF radial gradients in most massive early-type galaxies.
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La Barbera, F, Vazdekis, A, Ferreras, I, Pasquali, A, Allende Prieto, C, Martín-Navarro, I, Aguado, D S, de Carvalho, R R, Rembold, S, Falcón-Barroso, J, and van de Ven, G
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GALAXIES , *STELLAR populations , *CHEMICAL species , *GALAXY formation , *ELLIPTICAL galaxies , *INDEX numbers (Economics) - Abstract
Using new long-slit spectroscopy obtained with X-Shooter at ESO-VLT, we study, for the first time, radial gradients of optical and near-infrared initial mass function (IMF)-sensitive features in a representative sample of galaxies at the very high mass end of the galaxy population. The sample consists of seven early-type galaxies (ETGs) at z ∼ 0.05, with central velocity dispersion in the range 300 ≲ σ ≲ 350 km s−1. Using state-of-the-art stellar population synthesis models, we fit a number of spectral indices, from different chemical species (including TiO and Na indices), to constrain the IMF slope (i.e. the fraction of low-mass stars), as a function of galactocentric distance, over a radial range out to ∼4 kpc. ETGs in our sample show a significant correlation of IMF slope and surface mass density. The bottom-heavy population (i.e. an excess of low-mass stars in the IMF) is confined to central galaxy regions with surface mass density above |$\rm \sim 10^{10}\, M_\odot \, kpc^{-2}$| , or, alternatively, within a characteristic radius of ∼2 kpc. Radial distance, in physical units, and surface mass density are the best correlators to IMF variations, with respect to other dynamical (e.g. velocity dispersion) and stellar population (e.g. metallicity) properties. Our results for the most massive galaxies suggest that there is no single parameter that fully explains variations in the stellar IMF, but IMF radial profiles at z ∼ 0 rather result from the complex formation and mass accretion history of galaxy inner and outer regions. [ABSTRACT FROM AUTHOR]
- Published
- 2019
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11. Fornax 3D project: a two-dimensional view of the stellar initial mass function in the massive lenticular galaxy FCC 167.
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Martín-Navarro, I., Lyubenova, M., van de Ven, G., Falcón-Barroso, J., Coccato, L., Corsini, E. M., Gadotti, D. A., Iodice, E., La Barbera, F., McDermid, R. M., Pinna, F., Sarzi, M., Viaene, S., de Zeeuw, P. T., and Zhu, L.
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STELLAR initial mass function ,MILKY Way ,GALAXIES ,STELLAR populations - Abstract
The stellar initial mass function (IMF) regulates the baryonic cycle within galaxies, and is a key ingredient for translating observations into physical quantities. Although it was assumed to be universal for decades, there is now growing observational evidence showing that the center of massive early-type galaxies hosts a larger population of low-mass stars than is expected based on observations from the Milky Way. Moreover, these variations in the IMF have been found to be related to radial metallicity variations in massive galaxies. We present here a two-dimensional stellar population analysis of the massive lenticular galaxy FCC 167 (NGC 1380) as part of the Fornax3D project. Using a newly developed stellar population fitting scheme, we derive a full two-dimensional IMF map of an early-type galaxy. This two-dimensional analysis allows us go further than a radial analysis, showing how the metallicity changes along a disk-like structure while the IMF follows a distinct, less disky distribution. Thus, our findings indicate that metallicity cannot be the sole driver of the observed radial IMF variations. In addition, a comparison with the orbital decomposition shows suggestive evidence of a coupling between stellar population properties and the internal dynamical structure of FCC 167, where metallicity and IMF maps seem to track the distribution of cold and warm orbits, respectively. [ABSTRACT FROM AUTHOR]
- Published
- 2019
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12. Age, metallicity, and star formation history of spheroidal galaxies in cluster at z ∼ 1.2.
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Saracco, P, La Barbera, F, Gargiulo, A, Mannucci, F, Marchesini, D, Nonino, M, and Ciliegi, P
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AGE of stars , *GALAXY clusters , *STAR formation , *ELLIPTICAL galaxies - Abstract
We present the analysis, based on spectra collected at the Large Binocular Telescope, of the stellar populations in seven spheroidal galaxies in the cluster XLSSJ0223 at |$z$| ∼ 1.22. The aim is to constrain the epoch of their formation and their star formation history. Using absorption line strenghts and full spectral fitting, we derive for the stellar populations of the seven spheroids a median age
= 2.4 ± 0.6 Gyr, corresponding to a median formation redshift |$\lt z_f \gt {\sim }2.6_{-0.5}^{+0.7}$| (lookback time = 11 |$_{-1.0}^{+0.6}$| Gyr). We find a significant scatter in age, showing that massive spheroids, at least in our targeted cluster, are not coeval. The median metallicity is [ Z /H] = 0.09 ± 0.16, as for early-types in clusters at 0 < |$z$| < 0.9. This lack of evolution of [ Z /H] over the range 0 < |$z$| < 1.3, corresponding to the last 9 billion years, suggests that no significant additional star formation and chemical enrichment are required for cluster spheroids to reach the present-day population. We do not detect significant correlation between age and velocity dispersion σ e , or dynamical mass M dyn, or effective stellar mass density Σ e . On the contrary, the metallicity [ Z /H] of the seven spheroids is correlated to their dynamical mass M dyn, according to a relation similar to the one for local spheroids. [ Z /H] is also anticorrelated to stellar mass density Σ e because of the anticorrelation between M dyn and Σ e . Therefore, the basic trends observed in the local Universe were already established at |$z$| ∼ 1.3, i.e. more massive spheroids are more metal-rich, have lower stellar mass density, and tend to be older than lower mass galaxies. [ABSTRACT FROM AUTHOR] - Published
- 2019
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13. Is the IMF in ellipticals bottom-heavy? Clues from their chemical abundances.
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Masi, C De, Vincenzo, F, Matteucci, F, Rosani, G, La Barbera, F, Pasquali, A, and Spitoni, E
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ELLIPTICAL galaxies ,STELLAR initial mass function ,ASTRONOMICAL observations ,STELLAR evolution ,STAR formation - Abstract
We tested the implementation of different initial mass functions (IMFs) in our model for the chemical evolution of ellipticals, with the aim of reproducing the observed relations of [Fe/H] and [Mg/Fe] abundances with galaxy mass in a sample of early-type galaxies selected from the SPIDER-SDSS catalogue. Abundances in the catalogue were derived from averaged spectra, obtained by stacking individual spectra according to central velocity dispersion, as a proxy of galaxy mass. We tested IMFs already used in a previous work, as well as two new models, based on low-mass tapered ('bimodal') IMFs, where the IMF becomes either (1) bottom-heavy in more massive galaxies, or (2) is time-dependent, switching from top-heavy to bottom-heavy in the course of galactic evolution. We found that observations could only be reproduced by models assuming either a constant, Salpeter IMF, or a time-dependent distribution, as other IMFs failed. We further tested the models by calculating their M/L ratios. We conclude that a constant, time-independent bottom-heavy IMF does not reproduce the data, especially the increase of the [α/Fe] ratio with galactic stellar mass, whereas a variable IMF, switching from top to bottom-heavy, can match observations. For the latter models, the IMF switch always occurs at the earliest possible considered time, i.e. t
switch = 0.1 Gyr. [ABSTRACT FROM AUTHOR]- Published
- 2019
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14. The imprints of bars on the vertical stellar population gradients of galactic bulges.
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Molaeinezhad, A., Falcón-Barroso, J., Martínez-Valpuesta, I., Khosroshahi, H. G., Vazdekis, A., La Barbera, F., Peletier, R. F., and Balcells, M.
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STELLAR populations ,GALACTIC bulges ,STAR formation ,GALACTIC evolution ,GALACTIC dynamics - Abstract
This is the second paper of a series aimed to study the stellar kinematics and population properties of bulges in highly inclined barred galaxies. In this work, we carry out a detailed analysis of the stellar age, metallicity and [Mg/Fe] of 28 highly inclined (i > 65°) disc galaxies, from S0 to S(B)c, observed with the SAURON integral-field spectrograph. The sample is divided into two clean samples of barred and unbarred galaxies, on the basis of the correlation between the stellar velocity and h3 profiles, as well as the level of cylindrical rotation within the bulge region. We find that while the mean stellar age, metallicity and [Mg/Fe] in the bulges of barred and unbarred galaxies are not statistically distinct, the [Mg/Fe] gradients along the minor axis (away from the disc) of barred galaxies are significantly different than those without bars. For barred galaxies, stars that are vertically further away from the mid-plane are in general more [Mg/Fe]-enhanced and thus the vertical gradients in [Mg/Fe] for barred galaxies are mostly positive, while for unbarred bulges the [Mg/Fe] profiles are typically negative or flat. This result, together with the old populations observed in the barred sample, indicates that bars are long-lasting structures, and therefore are not easily destroyed. The marked [Mg/Fe] differences with the bulges of unbarred galaxies indicate that different formation/evolution scenarios are required to explain their build-up, and emphasizes the role of bars in redistributing stellar material in the bulge-dominated regions. [ABSTRACT FROM AUTHOR]
- Published
- 2017
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15. Formation and evolution of early-type galaxies - III. Dependence of the star formation history on the total mass and initial overdensity.
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Merlin, E., Chiosi, C., Piovan, L., Grassi, T., Buonomo, U., and Barbera, F. La
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GALAXY formation ,STAR formation ,SIMULATION methods & models ,DARK matter ,SUPERNOVAE ,INTERSTELLAR medium - Abstract
ABSTRACT We investigate the influence of the initial overdensities and masses of proto-galaxies on their subsequent evolution (the star formation history in particular) to understand whether these key parameters are sufficient to account for the varied properties of the galactic populations. By means of fully hydrodynamical N-body simulations performed with the code E voL, we produce 12 self-similar models of early-type galaxies of different initial masses and overdensities, and follow their evolution from the early epochs (detachment from the linear regime and Hubble flow at z ≥ 20) down to the stage when mass assembly is complete, i.e. z ≤ 1 (in some cases the models are calculated up to z = 0). The simulations include radiative cooling, star formation, stellar energy feedback, re-ionizing photo-heating background and chemical enrichment of the interstellar medium; we do not consider the possible presence of active nuclei. We find a strong correlation between the initial properties of the proto-haloes and their subsequent star formation histories. Massive ( M
tot ≃ 1013 M⊙ ) haloes experience a single, intense burst of star formation (with rates ≥103 M⊙ yr−1 ) at early epochs, consistently with observations, with less pronounced dependence on the initial overdensity; intermediate-mass ( Mtot ≃ 1011 M⊙ ) haloes have histories that strongly depend on their initial overdensity, whereas low-mass haloes ( Mtot ≃ 109 M⊙ ) always have erratic, bursting like star-forming histories, due to the 'galactic breathing' phenomenon. The model galaxies have morphological, structural and chemical properties resembling those of real galaxies, even though some disagreement still occurs, likely a consequence of some numerical choices. We conclude that total mass and initial overdensity drive the star formation histories of early-type galaxies. The model galaxies belong to the so-called quasi-monolithic (or early hierarchical) scenario in the sense that the aggregation of lumps of dark and baryonic matter is completed very early on in their history. In this picture, nature seems to play the dominant role, whereas nurture has a secondary importance. [ABSTRACT FROM AUTHOR]- Published
- 2012
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16. SPIDER - VII. Revealing the stellar population content of massive early-type galaxies out to 8 Re.
- Author
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La Barbera, F., Ferreras, I., de Carvalho, R. R., Bruzual, G., Charlot, S., Pasquali, A., and Merlin, E.
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STELLAR populations , *SUPERGIANT stars , *CONSTRAINTS (Physics) , *COMPARATIVE studies , *GALAXY formation , *ASTROPHYSICS - Abstract
ABSTRACT Radial trends of stellar populations in galaxies provide a valuable tool to understand the mechanisms of galaxy growth. In this paper, we present the first comprehensive analysis of optical-optical and optical-NIR colours, as a function of galaxy mass, out to the halo region (8 Re) of early-type galaxies (ETGs). We select a sample of 674 massive ETGs ( M★ ≳ 3 × 1010 M⊙) from the Sloan Digital Sky Survey (SDSS)-based SPIDER survey. By comparing with a large range of population synthesis models, we derive robust constraints on the radial trends in age and metallicity. Metallicity is unambiguously found to decrease outwards, with a measurable steepening of the slope in the outer regions ( Re < R < 8 Re). The gradients in stellar age are found to be more sensitive to the models used, but in general, the outer regions of ETGs feature older populations compared to the cores. This trend is strongest for the most massive galaxies in our sample ( M★ ≳ 1011 M⊙). Furthermore, when segregating with respect to large-scale environment, the age gradient is more significant in ETGs residing in higher density regions. These results shed light on the processes leading from the formation of the central core to the growth of the stellar envelope of massive galaxies. The fact that the populations in the outer regions are older and more metal-poor than in the core suggests a process whereby the envelope of massive galaxies is made up of accreted small satellites (i.e. minor mergers) whose stars were born during the first stages of galaxy formation. [ABSTRACT FROM AUTHOR]
- Published
- 2012
- Full Text
- View/download PDF
17. SPIDER - VII. Revealing the stellar population content of massive early-type galaxies out to 8 Re.
- Author
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La Barbera, F., Ferreras, I., de Carvalho, R. R., Bruzual, G., Charlot, S., Pasquali, A., and Merlin, E.
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STELLAR populations ,SUPERGIANT stars ,CONSTRAINTS (Physics) ,COMPARATIVE studies ,GALAXY formation ,ASTROPHYSICS - Abstract
ABSTRACT Radial trends of stellar populations in galaxies provide a valuable tool to understand the mechanisms of galaxy growth. In this paper, we present the first comprehensive analysis of optical-optical and optical-NIR colours, as a function of galaxy mass, out to the halo region (8 R
e ) of early-type galaxies (ETGs). We select a sample of 674 massive ETGs ( M★ ≳ 3 × 1010 M⊙ ) from the Sloan Digital Sky Survey (SDSS)-based SPIDER survey. By comparing with a large range of population synthesis models, we derive robust constraints on the radial trends in age and metallicity. Metallicity is unambiguously found to decrease outwards, with a measurable steepening of the slope in the outer regions ( Re < R < 8 Re ). The gradients in stellar age are found to be more sensitive to the models used, but in general, the outer regions of ETGs feature older populations compared to the cores. This trend is strongest for the most massive galaxies in our sample ( M★ ≳ 1011 M⊙ ). Furthermore, when segregating with respect to large-scale environment, the age gradient is more significant in ETGs residing in higher density regions. These results shed light on the processes leading from the formation of the central core to the growth of the stellar envelope of massive galaxies. The fact that the populations in the outer regions are older and more metal-poor than in the core suggests a process whereby the envelope of massive galaxies is made up of accreted small satellites (i.e. minor mergers) whose stars were born during the first stages of galaxy formation. [ABSTRACT FROM AUTHOR]- Published
- 2012
- Full Text
- View/download PDF
18. Characterizing the nature of fossil groups with XMM.
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La Barbera, F., Paolillo, M., De Filippis, E., and de Carvalho, R. R.
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ELLIPTICAL galaxies , *GALACTIC evolution , *GALAXY formation , *GALAXY clusters , *PARAMETER estimation , *METAPHYSICAL cosmology , *GALACTIC magnitudes - Abstract
ABSTRACT We present an X-ray follow-up, based on XMM plus Chandra, of six fossil group (FG) candidates identified in our previous work using Sloan Digital Sky Survey (SDSS) and ROSAT All-Sky Survey (RASS) data. Four candidates (out of six) exhibit extended X-ray emission, confirming them as true FGs. For the other two groups, the RASS emission has its origin as either an optically dull/X-ray-bright active galactic nucleus or the blending of distinct X-ray sources. Using SDSS Data Release 7 (DR7) data, we confirm, for all groups, the presence of an r-band magnitude gap between the seed elliptical and the second-rank galaxy. However, the gap value depends, up to ∼0.5 mag, on how one estimates the seed galaxy total flux, which is greatly underestimated when using SDSS (relative to Sérsic) magnitudes. This implies that many FGs may be actually missed when using SDSS data, a fact that should be carefully taken into account when comparing the observed number densities of FGs to the expectations from cosmological simulations. The similarity in the properties of seed-FG and non-fossil ellipticals, found in our previous study, extends to the sample of X-ray-confirmed FGs, indicating that bright ellipticals in FGs do not represent a distinct population of galaxies. For one system, we also find that the velocity distribution of faint galaxies is bimodal, possibly showing that the system formed through the merging of two groups. This undermines the idea that all selected FGs form a population of true fossils. [ABSTRACT FROM AUTHOR]
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- 2012
- Full Text
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19. On the origin of the scatter around the Fundamental Plane: correlations with stellar population parameters.
- Author
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Gargiulo, A., Haines, C. P., Merluzzi, P., Smith, R. J., Barbera, F. La, Busarello, G., Lucey, J. R., Mercurio, A., and Capaccioli, M.
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SUPERCLUSTERS ,STAR formation ,GALAXIES ,ASTROPHYSICS ,ASTRONOMY - Abstract
We present a Fundamental Plane (FP) analysis of 141 early-type galaxies in the Shapley supercluster at based on spectroscopy from the AAOmega spectrograph at the Anglo-Australian Telescope and photometry from the WFI on the European Southern Observatory/MPI 2.2-m telescope. The key feature of the survey is its coverage of low-mass galaxies down to . We obtain a best-fitting FP relation in the R band. The shallow exponent of σ
0 is a result of the extension of our sample to low velocity dispersions. Considering the subsample of galaxies, the FP relation is , consistent with previous studies in the high-luminosity regime. We investigate the origin of the intrinsic FP scatter, using estimates of age, metallicity and α/Fe. We find that the FP residuals anticorrelate with the mean stellar age in agreement with previous work. However, a stronger correlation with α/Fe is also found. These correlations indicate that galaxies with effective radii smaller than those predicted by the FP have stellar populations systematically older and with α overabundances larger than average, for their σ. Including α/Fe as a fourth parameter in the FP, the total scatter decreases from 0.088 to 0.075 dex and the estimated intrinsic scatter decreases from 0.068 to 0.049 dex. Thus, variations in α/Fe account for ∼30 per cent of the total variance around the FP, and ∼50 per cent of the estimated intrinsic variance. This result indicates that the distribution of galaxies around the FP are tightly related to the enrichment, and hence to the time-scale of star formation. Our results appear to be consistent with the merger hypothesis for the formation of ellipticals which predicts that a significant fraction of the scatter is due to variations in the importance of dissipation in forming merger remnants of a given mass. [ABSTRACT FROM AUTHOR]- Published
- 2009
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20. The star formation history and the nature of the mass-metallicity relation of passive galaxies at 1.0 < z < 1.4 from VANDELS
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Saracco, P., La Barbera, F., De Propris, R., Bevacqua, D., Marchesini, D., De Lucia, G., Fontanot, F., Hirschmann, M., Nonino, M., Pasquali, A., Spiniello, C., and Tortora, C.
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chemical enrichment ,quiescent galaxies ,forming galaxies ,elliptic galaxies ,absorption-line indexes ,abundance ratios ,color-magnitude relation ,galaxies: high-redshift ,galaxies: elliptical and lenticular, cd ,galaxies: formation ,stellar population-models ,digital sky survey ,galaxies: evolution ,high-redshift clusters - Abstract
We derived stellar ages and metallicities [Z/H] for similar to 70 passive early-type galaxies (ETGs) selected from VANDELS survey over the redshift range 1.0 < z < 1.4 and stellar mass range 10 < log(M-*/M-?) < 11.6. We find significant systematics in their estimates depending on models and wavelength ranges considered. Using the full-spectrum fitting technique, we find that both [Z/H] and age increase with mass as for local ETGs. Age and metallicity sensitive spectral indices independently confirm these trends. According to EMILES models, for 67 per cent of the galaxies we find [Z/H] > 0.0, a percentage which rises to similar to 90 per cent for log(M-*/M-?) > 11 where the mean metallicity is [Z/H] = 0.17 +/- 0.1. A comparison with homogeneous measurements at similar and lower redshift does not show any metallicity evolution over the redshift range 0.0 < z < 1.4. The derived star formation (SF) histories show that the stellar mass fraction formed at early epoch increases with the mass of the galaxy. Galaxies with log(M-*/M-?) > 11.0 host stellar populations with [Z/H] > 0.05, formed over short time-scales (delta t50 < 1 Gyr) at early epochs (t(form) < 2 Gyr), implying high star formation rates (SFR > 100 M(?)yr(-1)) in high-mass density regions (log(sigma(1kpc)) > 10 M-?/kpc(2)). This sharp picture tends to blur at lower masses: log(M-*/M-?) similar to 10.6 galaxies can host either old stars with [Z/H] < 0.0 or younger stars with [Z/H] > 0.0, depending on the duration (delta t50) of the SF. The relations between galaxy mass, age, and metallicities are therefore largely set up ab initio as part of the galaxy formation process. Mass, SFR, and SF time-scale all contribute to shape up the stellar mass-metallicity relation with the mass that modulates metals retention.
21. A few StePS forward in unveiling the complexity of galaxy evolution: light-weighted stellar ages of intermediate-redshift galaxies with WEAVE
- Author
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Crescenzo Tortora, Anna Gallazzi, M. Bolzonella, Margherita Talia, G. Busarello, L. Peralta de Arriba, Alessandro Pizzella, Amata Mercurio, Chris P. Haines, Bianca M. Poggianti, L. Costantin, Marc Balcells, Sean L. McGee, Alexandre Vazdekis, Marcella Longhetti, Anna Ferré-Mateu, R. García-Benito, Lucia Pozzetti, I. Lonoce, Paola Merluzzi, David Murphy, Patricia Sanchez-Blazquez, A. Gargiulo, Daniela Vergani, Benedetta Vulcani, F. La Barbera, Lorenzo Morelli, A. Iovino, Shuowen Jin, Scott Trager, Gavin Dalton, Stefano Zibetti, Centros de Excelencia Severo Ochoa, INSTITUTO DE ASTROFISICA DE ANDALUCIA (IAA), SEV-2017-0709, Unidad de Excelencia Científica María de Maeztu Centro de Astrobiología del Instituto Nacional de Técnica Aeroespacial y CSIC, MDM-2017-0737, Vulcani, B. [0000-0003-0980-1499], De Arribas, L. P. [0000-0002-3084-084X], Zibetti, S. [0000-0003-1734-8356], Talia, M. [0000-0003-4352-2063], Tortora, C. [0000-0001-7958-6531], Pizzella, A. [0000-0001-9585-417X], Ferré Mateu, A. [0000-0002-6411-220X], McGee, S. [0000-0003-3255-3139], Gargiulo, A. [0000-0002-3351-1216], Longhetti, M. [0000-0002-6142-4822], Gallazzi, A. [0000-0002-9656-1800], Vergani, D. [0000-0003-0898-2216], Haines, C. [0000-0002-8814-8960], Costantin, L. [0000-0001-6820-0015], Pozzetti, L. [0000-0001-7085-0412], Dalton, G. [0000-0002-3031-2588], Iovino, A. [0000-0001-6958-0304], Sánchez Blázquez, P. [0000-0003-0651-0098], Merluzzi, P. [0000-0003-3966-2397], Istituto Nazionale di Astrofisica (INAF), Comunidad de Madrid, Fundación Caixa, Agencia Estatal de Investigación (AEI), Costantin L., Iovino A., Zibetti S., Longhetti M., Gallazzi A., Mercurio A., Lonoce I., Balcells M., Bolzonella M., Busarello G., Dalton G., Ferre-Mateu A., Garcia-Benito R., Gargiulo A., Haines C., Jin S., La Barbera F., Mcgee S., Merluzzi P., Morelli L., Murphy D.N.A., Peralta De Arriba L., Pizzella A., Poggianti B.M., Pozzetti L., Sanchez-Blazquez P., Talia M., Tortora C., Trager S.C., Vazdekis A., Vergani D., Vulcani B., Spanish Ministry of Economy and Competitiveness, 'La Caixa' Banking Foundation, Centro de Excelencia Científica Severo Ochoa Instituto de Astrofísica de Andalucía CSIC, Comunidad de Madrid under Atraccion de Talento grant, Astronomy, Peralta de Arriba, Luis [0000-0002-3084-084X], Apollo - University of Cambridge Repository, Istituto Nazionale di Astrofisica, Ministerio de Economía y Competitividad (España), European Commission, Ministerio de Ciencia, Innovación y Universidades (España), La Caixa, ITA, GBR, ESP, and NLD
- Subjects
Galaxies: fundamental parameter ,galaxies: evolution ,galaxies: formation ,galaxies: fundamental parameters ,galaxies: star formation ,galaxies: stellar content ,FOS: Physical sciences ,Context (language use) ,Astrophysics ,Astrophysics::Cosmology and Extragalactic Astrophysics ,MASS ,Stellar classification ,01 natural sciences ,HISTORIES ,star formation [Galaxies] ,STAR-FORMATION ,0103 physical sciences ,Galaxy formation and evolution ,William Herschel Telescope ,ABSORPTION ,Astrophysics::Solar and Stellar Astrophysics ,SPECTRAL-SYNTHESIS ,Spectral resolution ,010303 astronomy & astrophysics ,Astrophysics::Galaxy Astrophysics ,Physics ,010308 nuclear & particles physics ,Star formation ,Astronomy and Astrophysics ,evolution [Galaxies] ,Astrophysics - Astrophysics of Galaxies ,formation [Galaxies] ,Redshift ,Galaxy ,RESOLUTION ,Space and Planetary Science ,Astrophysics of Galaxies (astro-ph.GA) ,fundamental parameters [Galaxies] ,LIBRARY ,DIGITAL SKY SURVEY ,POPULATIONS ,stellar content [Galaxies] ,Astrophysics::Earth and Planetary Astrophysics ,FIELD GALAXIES - Abstract
Context. The upcoming new generation of optical spectrographs on four-meter-class telescopes, with their huge multiplexing capabilities, excellent spectral resolution, and unprecedented wavelength coverage, will provide invaluable information for reconstructing the history of star formation in individual galaxies up to redshifts of about 0.7. Aims. We aim at defining simple but robust and meaningful physical parameters that can be used to trace the coexistence of widely diverse stellar components: younger stellar populations superimposed on the bulk of older ones. Methods. We produced spectra of galaxies closely mimicking data from the forthcoming Stellar Populations at intermediate redshifts Survey (StePS), a survey that uses the WEAVE spectrograph on the William Herschel Telescope. First, we assessed our ability to reliably measure both ultraviolet and optical spectral indices in galaxies of different spectral types for typically expected signal-to-noise ratios. We then analyzed such mock spectra with a Bayesian approach, deriving the probability density function of r- and u-band light-weighted ages as well as of their difference. Results. We find that the ultraviolet indices significantly narrow the uncertainties in estimating the r- and u-band light-weighted ages and their difference in individual galaxies. These diagnostics, robustly retrievable for large galaxy samples even when observed at moderate signal-to-noise ratios, allow us to identify secondary episodes of star formation up to an age of ∼0.1 Gyr for stellar populations older than ∼1.5 Gyr, pushing up to an age of ∼1 Gyr for stellar populations older than ∼5 Gyr. Conclusions. The difference between r-band and u-band light-weighted ages is shown to be a powerful diagnostic to characterize and constrain extended star-formation histories and the presence of young stellar populations on top of older ones. This parameter can be used to explore the interplay between different galaxy star-formation histories and physical parameters such as galaxy mass, size, morphology, and environment.© ESO 2019., L. C. wish to acknowledge financial support from Premiale 2015 MITiC, program 1.05.06.10 and Comunidad de Madrid under Atraccion de Talento grant 2018-T2/TIC-11612. A. I., S. Z., M. L., A. G., A. M., and C. T. acknowledge the financial support from the INAF PRIN-SKA 2017 program 1.05.01.88.04.ESKAPE-HI. I. L. acknowledges financial support from INAF-WEAVE funds, program 1.05.03.04.05. R. G. B. acknowledges support from the Spanish Ministry of Economy and Competitiveness through grant 205 AYA2016-77846-P and the State Agency for Research of the Spanish MCIU through the >Center of Excellence Severo Ochoa> award to 2017 the Instituto de Astrofisica de Andalucia (SEV-2017-0709). A. F. M. has received financial support through the Postdoctoral Junior Leader Fellowship Programme from >La Caixa> Banking Foundation (LCF/BQ/LI18/11630007). B. V. acknowledges the financial support from INAF Main Stream 2018 (P. I.: B. Vulcani).
- Published
- 2019
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