S. Bekeraite’s research while affiliated with Leibniz Institute for Astrophysics Potsdam and other places

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Publications (30)


The CALIFA view on stellar angular momentum across the Hubble sequence
  • Preprint

October 2019

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30 Reads

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M. Lyubenova

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B. Ziegler

[Abridged] We present the apparent stellar angular momentum of 300 galaxies across the Hubble sequence, using integral-field spectroscopic data from the CALIFA survey. Adopting the same λR\lambda_\mathrm{R} parameter previously used to distinguish between slow and fast rotating early-type (elliptical and lenticular) galaxies, we show that spiral galaxies as expected are almost all fast rotators. Given the extent of our data, we provide relations for λR\lambda_\mathrm{R} measured in different apertures, including conversions to long-slit 1D apertures. Our sample displays a wide range of λRe\lambda_\mathrm{Re} values, consistent with previous IFS studies. The fastest rotators are dominated by relatively massive and highly star-forming Sb galaxies, which preferentially reside in the main star-forming sequence. These galaxies reach λRe\lambda_\mathrm{Re} values of \sim0.85, are the largest galaxies at a given mass, and display some of the strongest stellar population gradients. Compared to the population of S0 galaxies, our findings suggest that fading may not be the dominant mechanism transforming spirals into lenticulars. Interestingly, we find that λRe\lambda_\mathrm{Re} decreases for late-type Sc and Sd spiral galaxies, with values than in occasions puts them in the slow-rotator regime. While for some of them this can be explained by their irregular morphologies and/or face-on configurations, others are edge-on systems with no signs of significant dust obscuration. The latter are typically at the low-mass end, but this does not explain their location in the classical (V/σV/\sigma,ε\varepsilon) and (λRe\lambda_\mathrm{Re},ε\varepsilon) diagrams. Our initial investigations, based on dynamical models, suggest that these are dynamically hot disks, probably influenced by the observed important fraction of dark matter within Re_\mathrm{e}.


Star formation in the local Universe from the CALIFA sample. II. Activation and quenching mechanisms in bulges, bars, and disks

September 2017

We estimate the current extinction-corrected Hα\alpha star formation rate (SFR) of the different morphological components that shape galaxies (bulges, bars, and disks). We use a multi-component photometric decomposition based on SDSS imaging to CALIFA Integral Field Spectroscopy datacubes for a sample of 219 galaxies. This analysis reveals an enhancement of the central SFR and specific SFR (sSFR = SFR/MM_{\star}) in barred galaxies. Along the Main Sequence, we find more massive galaxies in total have undergone efficient suppression (quenching) of their star formation, in agreement with many studies. We discover that more massive disks have had their star formation quenched as well. We evaluate which mechanisms might be responsible for this quenching process. The presence of type-2 AGNs plays a role at damping the sSFR in bulges and less efficiently in disks. Also, the decrease in the sSFR of the disk component becomes more noticeable for stellar masses around 1010.5^{10.5} M_{\odot}; for bulges, it is already present at \sim109.5^{9.5} M_{\odot}. The analysis of the line-of-sight stellar velocity dispersions (σ\sigma) for the bulge component and of the corresponding Faber-Jackson relation shows that AGNs tend to have slightly higher σ\sigma values than star-forming galaxies for the same mass. Finally, the impact of environment is evaluated by means of the projected galaxy density, Σ\Sigma5_{5}. We find that the SFR of both bulges and disks decreases in intermediate-to-high density environments. This work reflects the potential of combining IFS data with 2D multi-component decompositions to shed light on the processes that regulate the SFR.


Figure 1. Left panels: 2D g-band models derived from the multi-component photometric decomposition. Disk, bar, and bulge components are shown from top to bottom, respectively. Units for the flux are given relative to the central surface brightness of the bar component (if the bar is not present the central surface brightness of the disk component is used instead). Central surface brightness and the rest of the parameters needed to create these g-band models are provided in Mendez-Abreu et al. (2016). Middle panels: Distribution of the continuum-subtracted H? luminosity in the different stellar galaxy components. To create these H? maps, the original CALIFA datacubes have been multiplied by the corresponding weight maps in each morphological component, i. e., there is a weighted-datacube for each galaxy component, and then, analyzed spaxel by spaxel. Right panels: the integrated spectrum extracted for the weighted-datacube for each galaxy structure (bulge, bar, and disk) is shown in black. Gray-colored vertical ranges correspond to the emission lines and sky lines masked out during the fitting procedure. The red spectrum corresponds to the best fit for the underlying stellar population. The emission-line spectrum originated by the ionized gas is shown in blue. The latest is the one used to measure the H? and H? fluxes associated to each component. The complete figure set (219 images) showing the models, H? maps and their corresponding spectra for each of the galaxies used in this work is available in the electronic edition of the journal.
Star Formation in the Local Universe from the CALIFA Sample. II. Activation and Quenching Mechanisms in Bulges, Bars, and Disks
  • Article
  • Full-text available

September 2017

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79 Reads

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69 Citations

The Astrophysical Journal

We estimate the current extinction-corrected Hα\alpha star formation rate (SFR) of the different morphological components that shape galaxies (bulges, bars, and disks). We use a multi-component photometric decomposition based on SDSS imaging to CALIFA Integral Field Spectroscopy datacubes for a sample of 219 galaxies. This analysis reveals an enhancement of the central SFR and specific SFR (sSFR = SFR/MM_{\star}) in barred galaxies. Along the Main Sequence, we find more massive galaxies in total have undergone efficient suppression (quenching) of their star formation, in agreement with many studies. We discover that more massive disks have had their star formation quenched as well. We evaluate which mechanisms might be responsible for this quenching process. The presence of type-2 AGNs plays a role at damping the sSFR in bulges and less efficiently in disks. Also, the decrease in the sSFR of the disk component becomes more noticeable for stellar masses around 1010.5^{10.5} M_{\odot}; for bulges, it is already present at \sim109.5^{9.5} M_{\odot}. The analysis of the line-of-sight stellar velocity dispersions (σ\sigma) for the bulge component and of the corresponding Faber-Jackson relation shows that AGNs tend to have slightly higher σ\sigma values than star-forming galaxies for the same mass. Finally, the impact of environment is evaluated by means of the projected galaxy density, Σ\Sigma5_{5}. We find that the SFR of both bulges and disks decreases in intermediate-to-high density environments. This work reflects the potential of combining IFS data with 2D multi-component decompositions to shed light on the processes that regulate the SFR.

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Stellar kinematics across the Hubble sequence in the CALIFA survey: General properties and aperture corrections

January 2017

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34 Reads

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176 Citations

Astronomy and Astrophysics

We present the stellar kinematic maps of a large sample of galaxies from the integral-field spectroscopic survey CALIFA. The sample comprises 300 galaxies displaying a wide range of morphologies across the Hubble sequence, from ellipticals to late-type spirals. This dataset allows us to homogeneously extract stellar kinematics up to several effective radii. In this paper, we describe the level of completeness of this subset of galaxies withrespect to the full CALIFA sample, as well as the virtues and limitations of the kinematic extraction compared to other well-known integral-field surveys. In addition, we provide averaged integrated velocity dispersion radial profiles for different galaxy types, which are particularly useful to apply aperture corrections for single aperture measurements or poorly resolved stellar kinematics of high-redshift sources. The work presented in this paper sets the basis for the study of more general properties of galaxies that will be explored in subsequent papers of the survey.


Distribution functions of rotating galaxies

January 2017

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111 Reads

The work done during the PhD studies has been focused on measurements of distribution functions of rotating galaxies using integral field spectroscopy observations. Throughout the main body of research presented here we have been using CALIFA (Calar Alto Legacy Integral Field Area) survey stellar velocity fields to obtain robust measurements of circular velocities for rotating galaxies of all morphological types. A crucial part of the work was enabled by well-defined CALIFA sample selection criteria: it enabled reconstructing sample-independent distributions of galaxy properties. In Chapter 2, we measure the distribution in absolute magnitude - circular velocity space for a well-defined sample of 199 rotating CALIFA galaxies using their stellar kinematics. Our aim in this analysis is to avoid subjective selection criteria and to take volume and large-scale structure factors into account. Using stellar velocity fields instead of gas emission line kinematics allows including rapidly rotating early type galaxies. Our initial sample contains 277 galaxies with available stellar velocity fields and growth curve r-band photometry. After rejecting 51 velocity fields that could not be modelled due to the low number of bins, foreground contamination or significant interaction we perform Markov Chain Monte Carlo (MCMC) modelling of the velocity fields, obtaining the rotation curve and kinematic parameters and their realistic uncertainties. We perform an extinction correction and calculate the circular velocity v_circ accounting for pressure support a given galaxy has. The resulting galaxy distribution on the M_r - v_circ plane is then modelled as a mixture of two distinct populations, allowing robust and reproducible rejection of outliers, a significant fraction of which are slow rotators. The selection effects are understood well enough that the incompleteness of the sample can be corrected and the 199 galaxies can be weighted by volume and large-scale structure factors enabling us to fit a volume-corrected Tully-Fisher relation (TFR). More importantly, we also provide the volume-corrected distribution of galaxies in the M_r - v_circ plane, which can be compared with cosmological simulations. The joint distribution of the luminosity and circular velocity space densities, representative over the range of -20 > M_r > -22 mag, can place more stringent constraints on the galaxy formation and evolution scenarios than linear TFR fit parameters or the luminosity function alone. In Chapter 3, we measure one of the marginal distributions of the M_r - v_circ distribution: the circular velocity function of rotating galaxies. The velocity function is a fundamental observable statistic of the galaxy population, being of a similar importance as the luminosity function, but much more difficult to measure. We present the first directly measured circular velocity function that is representative between 60 < v_circ < 320 km s^-1 for galaxies of all morphological types at a given rotation velocity. For the low mass galaxy population 60 < v_circ < 170 km s^-1, we use the HIPASS velocity function. For the massive galaxy population 170 < v_circ < 320 km s^-1, we use stellar circular velocities from CALIFA. The CALIFA velocity function includes homogeneous velocity measurements of both late and early-type rotation-supported galaxies. It has the crucial advantage of not missing gas-poor massive ellipticals that HI surveys are blind to. We show that both velocity functions can be combined in a seamless manner, as their ranges of validity overlap. The resulting observed velocity function is compared to velocity functions derived from cosmological simulations of the z = 0 galaxy population. We find that dark matter-only simulations show a strong mismatch with the observed VF. Hydrodynamic Illustris simulations fare better, but still do not fully reproduce observations. In Chapter 4, we present some other work done during the PhD studies, namely, a method that improves the precision of specific angular measurements by combining simultaneous Markov Chain Monte Carlo modelling of ionised gas 2D velocity fields and HI linewidths. To test the method we use a sample of 25 galaxies from the Sydney-AAO Multi-object Integral field (SAMI) survey that had matching ALFALFA HI linewidths. Such a method allows constraining the rotation curve both in the inner regions of a galaxy and in its outskirts, leading to increased precision of specific angular momentum measurements. It could be used to further constrain the observed relation between galaxy mass, specific angular momentum and morphology (Obreschkow & Glazebrook 2014). Mathematical and computational methods are presented in the appendices.



Table 2 . CALIFA-HIPASS velocity function values. 
The Califa and Hipass velocity function for all morphological galaxy types

August 2016

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39 Reads

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17 Citations

The Astrophysical Journal Letters

The velocity function is a fundamental observable statistic of the galaxy population, similarly impor- tant as the luminosity function, but much more difficult to measure. In this work we present the first directly measured circular velocity function that is representative between 60 < v_circ < 320 km/s for galaxies of all morphological types at a given rotation velocity. For the low mass galaxy population (60 < v_circ < 170 km/s), we use the HIPASS velocity function. For the massive galaxy population (170 < v_circ < 320 km/s), we use stellar circular velocities from the Calar Alto Legacy Integral Field Area Survey (CALIFA). In earlier work we obtained the measurements of circular velocity at the 80% light radius for 226 galaxies and demonstrated that the CALIFA sample can produce volume- corrected galaxy distribution functions. The CALIFA velocity function includes homogeneous velocity measurements of both late and early-type rotation-supported galaxies and has the crucial advantage of not missing gas-poor massive ellipticals that HI surveys are blind to. We show that both velocity functions can be combined in a seamless manner, as their ranges of validity overlap. The resulting observed velocity function is compared to velocity functions derived from cosmological simulations of the z = 0 galaxy population. We find that dark matter-only simulations show a strong mismatch with the observed VF. Hydrodynamic simulations fare better, but still do not fully reproduce observations.


CALIFA-HIPASS velocity function values.
The Califa and Hipass velocity function for all morphological galaxy types

The velocity function is a fundamental observable statistic of the galaxy population, similarly impor- tant as the luminosity function, but much more difficult to measure. In this work we present the first directly measured circular velocity function that is representative between 60 < v_circ < 320 km/s for galaxies of all morphological types at a given rotation velocity. For the low mass galaxy population (60 < v_circ < 170 km/s), we use the HIPASS velocity function. For the massive galaxy population (170 < v_circ < 320 km/s), we use stellar circular velocities from the Calar Alto Legacy Integral Field Area Survey (CALIFA). In earlier work we obtained the measurements of circular velocity at the 80% light radius for 226 galaxies and demonstrated that the CALIFA sample can produce volume- corrected galaxy distribution functions. The CALIFA velocity function includes homogeneous velocity measurements of both late and early-type rotation-supported galaxies and has the crucial advantage of not missing gas-poor massive ellipticals that HI surveys are blind to. We show that both velocity functions can be combined in a seamless manner, as their ranges of validity overlap. The resulting observed velocity function is compared to velocity functions derived from cosmological simulations of the z = 0 galaxy population. We find that dark matter-only simulations show a strong mismatch with the observed VF. Hydrodynamic simulations fare better, but still do not fully reproduce observations.



The space density distribution of galaxies in the absolute magnitude - rotation velocity plane: a volume-complete Tully-Fisher relation from CALIFA stellar kinematics

May 2016

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24 Reads

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16 Citations

Astronomy and Astrophysics

We measured the distribution in absolute magnitude-circular velocity space for a well-defined sample of 199 rotating galaxies of the Calar Alto Legacy Integral Field Area Survey (CALIFA) using their stellar kinematics. Our aim in this analysis is to avoid subjective selection criteria and to take volume and large-scale structure factors into account. Using stellar velocity fields instead of gas emission line kinematics allows including rapidly rotating early-type galaxies. Our initial sample contains 277 galaxies with available stellar velocity fields and growth curve r-band photometry. After rejecting 51 velocity fields that could not be modelled because of the low number of bins, foreground contamination, or significant interaction, we performed Markov chain Monte Carlo modelling of the velocity fields, from which we obtained the rotation curve and kinematic parameters and their realistic uncertainties. We performed an extinction correction and calculated the circular velocity vcirc accounting for the pressure support of a given galaxy. The resulting galaxy distribution on the Mr-vcirc plane was then modelled as a mixture of two distinct populations, allowing robust and reproducible rejection of outliers, a significant fraction of which are slow rotators. The selection effects are understood well enough that we were able to correct for the incompleteness of the sample. The 199 galaxies were weighted by volume and large-scale structure factors, which enabled us to fit a volume-corrected Tully-Fisher relation (TFR). More importantly, we also provide the volume-corrected distribution of galaxies in the Mr-vcirc plane, which can be compared with cosmological simulations. The joint distribution of the luminosity and circular velocity space densities, representative over the range of-20 > Mr >-22 mag, can place more stringent constraints on the galaxy formation and evolution scenarios than linear TFR fit parameters or the luminosity function alone.


Citations (21)


... (2) the effects of bars in the kinematics of galaxies [29,30]; (3) the effects of the interaction stage on the kinematic signatures [31]; (4) and measure the bar pattern speeds in late-type galaxies [32]. (v) We extend the measurements of the angular momentum of galaxies to previously-unexplored ranges of morphology and ellipticity [33], and propose a new dynamical classification scheme for galaxies [34]. ...

Reference:

The CALIFA Survey: Exploring the Oxygen Abundance in the Local Universe
Tracing kinematic (mis)alignments in CALIFA merging galaxies
  • Citing Article
  • October 2015

... An extraction algorithm from Horne (1986) was used to extract the spectra. Flux-calibration was done using the method described in García-Benito et al. (2015), and a correction for Galactic extinction was applied (Schlegel et al. 1998;Cardelli et al. 1989). More details on the data reduction can be found in Sánchez et al. (2016). ...

CALIFA, the Calar Alto Legacy Integral Field Area survey III. Second public data release

Astronomy and Astrophysics

... For instance, more massive galaxies (corresponding to the most luminous ones) have experienced a more efficient quenching process of their star formation than the less massive ones (the less luminous ones), turning a galaxy red. Similarly, more massive discs have quenched their star formation more efficiently than the less massive discs (e.g., Catalán-Torrecilla et al. 2017). Also, Belfiore et al. (2018) reported that the specific star formation rate (sSFR) does depend on the mass in regions dominated by the galaxy disc since high-mass galaxies show lower sSFR than the lowmass ones at large radii (r > 1.5 re) corresponding to the disc component, which agrees with the inside-out growth scenario, where central regions of galaxy discs are formed earlier, implying that are more evolved, less gas-rich and have lower sSFR than the outer regions of the disc. ...

Star Formation in the Local Universe from the CALIFA Sample. II. Activation and Quenching Mechanisms in Bulges, Bars, and Disks

The Astrophysical Journal

... One of the earliest and most successful is the SAURON survey, mostly concentrating on early-type galaxies [44,45]. But by far the most similar programs are CALIFA [46][47][48] and VENGA [49,50]. The science objectives of SNAGS will be distinguished from those of the other two projects by the main advantages of its instrumental setting: significantly higher spatial resolution (limited only by CFHT's exceptional image quality and SITELLE's pixel size of 0.32 ) with 100% filling factor; higher spectral resolution ( ∼ 2000) which, combined with a very precise wavelength calibration inherent to the iFTS concept, will allow detailed kinematics studies on very small scales; very wide field of view which, combined with SITELLE's high throughput from the near UV across the visible range and Mauna Kea's dark sky, will allow us to probe the outermost regions of galaxies. ...

Aperture corrections for disk galaxy properties derived from the CALIFA survey. Balmer emission lines in spiral galaxies

... A few MASSIVE galaxies have no reported value for ∆PA due to not having identifiable kinematic axes (Ene et al. 2018). Furthermore, only a subset of the full CALIFA sample (galaxies with good quality data and non-disturbed morphologies) have reported values for λ Re (Falcón- Barroso et al. 2017). With these cuts, the stellar kinematic parameters are available for 71, 260 and 291 galaxies from MASSIVE, CALIFA and ATLAS 3D , respectively. ...

Stellar kinematics across the Hubble sequence in the CALIFA survey: General properties and aperture corrections
  • Citing Article
  • January 2017

Astronomy and Astrophysics

... Aguerri et al. (2015) and Cuomo et al. (2019b) derived V circ from the asymmetric drift-corrected stellar kinematics in the disc region (Binney & Tremaine 2008) and verified that their values agree with the Tully-Fisher rela-tion predictions (Tully & Fisher 1977;Reyes et al. 2011). Moreover, Aguerri et al. (2015) recovered V circ for NGC 36, NGC 5205, and NGC 6497 using available gas kinematics (Theureau et al. 1998;Garcia-Lorenzo et al. 2015) and excluded in these cases the determination of V circ can explain the observed ultrafast regime. On the other hand, Garma-Oehmichen et al. (2020) directly estimated the value of R cr as the intersection between Ω bar and the modelled angular rotation curve, which is useful for galaxies where the rotation curve rises slowly and R cr can be overestimated when measured using V circ , but they did not infer any conclusion about the ultrafast regime. ...

VizieR Online Data Catalog: CALIFA DR2 (Garcia-Benito+, 2015)
  • Citing Article
  • January 2015

... A galaxy property related to the halo mass of the system, which is less affected by baryonic physical processes than stellar mass, is the circular velocity circ . Several definitions of circ are used in numerical galaxy simulations, most notably the maximum circular velocity of halos (Kravtsov et al. 2004, Zavala et al. 2009, the velocity at the virial radius and the velocity at 80 per cent of the mass radius (Bekeraitė et al. 2016b). There is, however, no widely accepted method for computing circular velocities in observational studies. ...

The Califa and Hipass velocity function for all morphological galaxy types

The Astrophysical Journal Letters

... Bekeraitė et al. (2016b) have computed the CVF in the nearby Universe using a sample which included elliptical morphologies, drawn from the Calar Alto Integral-Field Spectroscopic (CALIFA, Sánchez et al. 2012) survey. While morphologically varied, their sample features only 226 galaxies with sizeable velocity uncertainties (as discussed in Bekeraitė et al. 2016a andBekeraitė et al. 2016b), and only probes the range between 160-320 km s −1 with sufficiently high completeness. ...

The space density distribution of galaxies in the absolute magnitude - rotation velocity plane: a volume-complete Tully-Fisher relation from CALIFA stellar kinematics
  • Citing Article
  • May 2016

Astronomy and Astrophysics

... The application includes an unsupervised sonification approach, based on autoencoders. Furthermore, the work explores the potential of multimodal Integral Field Spectroscopy (IFS) using the case study of the Calar Alto Legacy Integral Field Spectroscopy Area (CALIFA) survey (Sánchez et al. 2012;Sánchez et al. 2016). ...

CALIFA, the Calar Alto Legacy Integral Field Area survey IV. Third public data release