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The Complex Gaseous and Stellar Environments of the Nearby Dual Active Galactic Nucleus Mrk 739

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Published 2021 April 22 © 2021. The American Astronomical Society. All rights reserved.
, , Citation Dusán Tubín et al 2021 ApJ 911 100 DOI 10.3847/1538-4357/abedba

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0004-637X/911/2/100

Abstract

We present integral field spectroscopic observations of the nearby (z ∼ 0.03) dual active galactic nuclei (AGNs) Mrk 739, whose projected nuclear separation is ∼3.4 kpc, obtained with the Multi Unit Spectroscopic Explorer at the Very Large Telescope. We find that the galaxy has an extended AGN-ionized emission-line region extending up to ∼20 kpc away from the nuclei, while star-forming regions are more centrally concentrated within 2–3 kpc. We model the kinematics of the ionized gas surrounding the eastern nucleus using a circular disk profile, resulting in a peak velocity of ${237}_{-28}^{+26}\,\mathrm{km}\,{{\rm{s}}}^{-1}$ at a distance of ∼1.2 kpc. The enclosed dynamical mass within 1.2 kpc is $\mathrm{log}M({M}_{\odot })=10.20\pm 0.06$, ∼1000 times larger than the estimated supermassive black hole (SMBH) mass of Mrk 739E. The morphology and dynamics of the system are consistent with an early stage of the collision, where the foreground galaxy (Mrk 739W) is a young star-forming galaxy in an ongoing first passage with its background companion (Mrk 739E). Since the SMBH in Mrk 739W does not show evidence of being rapidly accreting, we claim that the northern spiral arms of Mrk 739W are ionized by the nuclear activity of Mrk 739E.

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1. Introduction

Nuclear activity, produced by an active galactic nucleus (AGN), which is powered by accretion on a supermassive black hole (SMBH), and major galaxy mergers, are key processes to understand the formation and evolution of galaxies (e.g., Sanders et al. 1988). The effects of the interaction between the central nuclear engine and the rest of the galaxy can play a fundamental role in the evolution of the galaxy (Silk & Rees 1998). Correlations spanning several orders of magnitude exist between the mass of the central SMBH and the properties of the host galaxy (Ferrarese & Merritt 2000; Gebhardt et al. 2000; Kormendy & Ho 2013), e.g., the SMBH mass and the velocity dispersion of the bulge MBHσ (Greene & Ho 2006; Gültekin et al. 2009), the mass of its spheroidal component (Magorrian et al. 1998), and the bulge luminosity (Marconi & Hunt 2003; Graham 2007), respectively. These relations can be explained by a connection between the SMBH growth and the available gas, suggesting that the fueling of the host gas reservoir on the SMBH is regulated by AGN activity in the form of energetic radiation, outflows, and jets (Silk & Mamon 2012, Section 2.7). This energetic AGN "feedback" affects the interstellar medium of the host galaxy (Fabian 2012; Kormendy & Ho 2013), either igniting (Shin et al. 2019) or suppressing (Alatalo et al. 2014; Cheung et al. 2016) star formation. Hence, it is clear that nuclear activity is a critical ingredient for galaxy evolution, albeit not the only one.

Major galaxy interactions are important events in order to understand the growth of the SMBH (Di Matteo et al. 2005) as well as the process and history of star formation (Sanders et al. 1988). Hopkins et al. (2006) synthesized the formation and evolution of the galaxies with a "cosmic cycle." In this model, activity directly linked to a galaxy merger can drive the gas toward the nucleus due to gravitational torques (Mihos & Hernquist 1996). This gas inflow can then trigger star formation and fuel SMBH growth, hence causing the so-called "quasar" (luminous AGN) phase. The high gas density obscures the source until the energy released by the AGN expels the gas, making the quasar visible (Treister et al. 2010). The energy of the outflow is enough to remove the gas and dust that feed the SMBH and to quench further star formation and black hole growth, leaving as a remnant a more massive black hole and a stellar spheroidal component.

The enhancement of star formation in interacting systems is a direct consequence of the gravitational forces and tidal disruptions produced in galaxy mergers (Nikolic et al. 2004; Patton et al. 2011; Yuan et al. 2012). In most nearby strongly star-forming galaxies, the dominant trigger of star formation is attributed to tidal interactions (Li et al. 2008). However, it is not always the case that the global star formation of merging systems is significantly higher than in isolated galaxies (Bergvall et al. 2003). In a recent study, Pearson et al. (2019) concluded that the star formation rates (SFRs) of galaxy mergers are not significantly different from those of noninteracting galaxies. However, the higher the SFR, the higher the fraction of merging galaxies, thus confirming that indeed galaxy mergers can induce strong star formation episodes.

During the merging process, when the two nuclei are closer than 10 kpc, and both SMBHs are actively accreting the surrounding material, the system is considered a dual AGN. Hydrodynamical simulations (Wassenhove et al. 2012; Rosas-Guevara et al. 2018) show that the fraction of detectable dual AGNs increases with decreasing separation between the nuclei (<1–10 kpc). This is consistent with observations that show that the X-ray luminosity of the system increases with decreasing SMBHs separation (Koss et al. 2012), strengthening the idea that galaxy merging can act as a trigger for nuclear activity.

At optical wavelengths, at 0.02 < z < 0.16, the observed fraction of dual AGNs among all spectroscopically selected AGNs, as reported by Liu et al. (2011), is ∼3.6%. This low fraction can be explained by the strong obscuration that the optical wavelengths can experience at different times of the merger. Observationally, a lower [O III] to X-ray has been found in mergers (Koss et al. 2010), together with higher fractions of obscured AGNs at smaller nuclear separations (Koss et al. 2018). Indeed, at the most advanced stages of the collision, a link between merger fraction and obscuration has been previously found (Kocevski et al. 2015; Koss et al. 2016). It is expected that the gas and dust of the galaxy can obscure up to ∼95% of the central X-ray source (Ricci et al. 2017a).

The characterization of local, confirmed, dual AGNs at different evolutionary and morphological stages helps us to understand the physical properties and kinematics across the merger sequence. Notable examples include Mrk 463, cataloged as a dual AGN by Bianchi et al. (2008) and recently characterized by Treister et al. (2018). In that work, multiwavelength data of Mrk 463 provide strong evidence for a biconical outflow with velocities >600 km s−1, associated with the Mrk 463E nucleus. Moreover, using one of the most advanced techniques of adaptive optics (AO) at the Multi Unit Spectroscopic Explorer (MUSE; Bacon et al. 2010) instrument at the Very Large Telescope (VLT), Kollatschny et al. (2020) presented the discovery of a rare triple AGN candidate in the NGC 6240 galaxy.

In this paper, we expand the characterization of local AGN pairs, with a detailed study of the dual AGN Mrk 739 observed with the optical and near-IR MUSE instrument at the VLT. This is a nearby (z = 0.02985 or d ∼ 130 Mpc) interacting system with a projected nuclear separation of 3.4 kpc (Koss et al. 2010). It was later classified as a dual AGN by Koss et al. (2011) based on Chandra X-ray observations and is one of the 17 sources studied by the Multiwavelength Observations of dual AGN (MODA 12 ) project.

Mrk 739 is a particularly interesting source. The western nucleus was not classified as an AGN based on either optical emission-line diagnostics or radio and UV observations. It could most likely be explained by the presence of a strong H ii region (Netzer et al. 1987), causing the low L[O III]/L2–10 keV ratio observed in the nuclear region. Based on Chandra data, Koss et al. (2011) found in the central region of Mrk 739 two X-ray sources. The eastern nucleus, Mrk 739E, was found to have an absorption-corrected luminosity of L2–10 keV = 1.1 × 1043 erg s−1 and a column density NH = (1.5 ± 0.2) × 1021 cm−2, consistent with its optical spectral classification as a Seyfert 1 galaxy. The western nucleus, Mrk 739W, has an absorption-corrected luminosity of L2–10 keV = 1.0 × 1042 erg s−1 and a slightly higher absorption with NH = (4.6 ± 0.1) × 1021 cm−2. Similar to Mrk 463 and NGC 6240, Mrk 739 is a bright hard X-ray source (L14–195 keV = 2.4 × 1043 erg s−1) and it was observed as part of a routine follow-up of mergers (Koss et al. 2010) in the Swift Burst Alert Telescope (BAT) sample, which observes the brightest AGN in the sky at 14–195 keV (Baumgartner et al. 2013).

In this paper, we present VLT/MUSE integral field spectroscopic (IFS) of the galaxy merging system Mrk 739 in order to determine and understand the nature of the stellar population, in terms of age and metallicity. We also study the ionized gas, traced by several emission lines, in terms of morphology, excitation mechanism, and velocity. By investigating the behavior of the ionized gas and the stellar population, we aim to characterize the morphology of the system and understand the effects of the interaction on the host galaxy. This paper is organized as follows: We present in Section 2 the properties of the integral field spectroscopic data and the analysis of the spectral cube. In Section 3, we detail the morphology of the main emission lines in the spectral range covered by MUSE, the nature of the ionization source, and the kinematics of the ionized gas traced by emission lines. The results of the stellar population fitting are presented in Section 4, while Sections 5 and 6 report discussion and conclusions, respectively. Throughout this paper, we assume a cold dark matter (ΛCDM) cosmology with h0 = 0.7, Ωm = 0.27, and ΩΛ = 0.73 (Hinshaw et al. 2009). In all of the figures, the standard astronomical orientation with north up and east to the left was adopted.

2. Data Description and Analysis

Mrk 739 was observed with the VLT/MUSE IFU spectrograph in the no-AO wide field mode (WFM), as part of ESO program 095.B-0482 (PI: E. Treister). MUSE is a second-generation VLT instrument that operates in the optical and near-IR spectral range at wavelengths between 4800 and 9300 Å, and in the local universe, it covers spectral emission lines such as Hβ λ4861, Hα λ6563, and [O III] λ5007, with a field of view (FoV) of 1 arcmin2. The observations were carried out in service mode, with clear sky conditions, <50% lunar illumination, and an average seeing of 0farcs76. With a total exposure time of 5856 s (∼1.6 hr), the final reduced cube is a combination of six raw science exposures. The calibration and data reduction were carried out using the ESO VLT/MUSE pipeline (Weilbacher et al. 2014) with the standard instrumental corrections (bias, dark, flat-fielding corrections, flux, and wavelength calibrations) under the ESO Reflex environment (Freudling et al. 2013). In Figure 1, we present the white-light image of the MUSE cube collapsed along the spectral axis and the positions of the X-ray emission associated with both nuclei with the corresponding 95% confidence level of 0farcs71 represented by the red circles.

Figure 1.

Figure 1. Reconstructed VLT/MUSE white-light image of the major galaxy merger Mrk 739, covering the optical wavelength range between 4800 and 9300 Å. The seeing-limited spatial resolution is ∼0farcs7. Red circles show the location of the X-ray emission associated with the two nuclei, as obtained from the Second Chandra X-ray Source Catalog (CSC 2.0) with a 95% confidence level positional error of 0farcs71 (Evans et al. 2020). The black crosses mark the location of the extracted spectra shown in Figure 2. The red square marks the field of view presented in the subsequent maps.

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A quick look at the data cube was performed using QFitsView. 13 Figure 2 shows representative VLT/MUSE spectra of four distinct regions, covering the entire instrumental wavelength range. We clearly identify broad Balmer emission lines on Spectrum A, in the nuclear region of Mrk 739E. On the other hand, the B spectrum, characterizing the emission from Mrk 739W, does not show evidence of broad lines, as previously reported by Koss et al. (2011). Spectra C and D show two representative regions from the host galaxy. Spectrum C covers the emission from a spiral structure located in the southwest, where the [O III]λ5007 is faint, and we can find overlapping Hβ emission and absorption, typically associated with post-starburst episodes (Goto 2007; Wong et al. 2012), likely produced by the gas-rich major merger (Pawlik et al. 2018). The D spectrum characterizes the extended emission in the northern regions, where the emission is faint, and the predominant line is [O III]λ5007.

Figure 2.

Figure 2. Representative VLT/MUSE single-pixel spectra extracted from the regions presented in Figure 1. Spectrum A shows broad Balmer emission lines originating from the nuclear region of Mrk 739E. The Hα-[N II] complex is difficult to separate due to the strong contribution of the broad emission. Spectrum B presents the narrow emission lines of Mrk 739W, without evidence of broad components. Spectrum C exhibits narrow emission lines, together with stellar features such as a Balmer absorption line in Hβ. Spectrum D shows the fainter emission representative from the northern regions of the FoV.

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In order to correct for absorption and provide a better estimation of the flux of the overlapping emission lines, we follow a similar procedure to Venturi et al. (2018) to subtract the continuum emission. Basically, the method applies a Voronoi tessellation (Cappellari & Copin 2003) to the full cube to guarantee a minimum signal-to-noise ratio (S/N) of 40 per wavelength channel in the full observe-frame spectral window range. We considered as input for the Voronoi tessellation the spaxels with an individual S/N > 1. The binned spectra were then fitted using the pPXF (Cappellari 2017) package to derive the kinematic and parameters like age and metallicity of the stellar content. Briefly, our fitting procedure masks the most prominent emission lines of ionized gas and sky, and fits the stellar continuum using templates of single stellar populations (SSPs) from the extended MILES (E-MILES) library (Vazdekis et al. 2016). A more detailed explanation of the stellar population analysis is later presented in Section 4, where we also show the main physical properties of the stellar components.

Then, for every spaxel in the unbinned data cube that is associated with a given bin, we subtracted a scaled version of the best-fit stellar continuum. Since we masked the most prominent emission lines and therefore also part of the absorption lines, we use the full-spectrum fitting method to recover the Balmer absorption features from the stellar population templates that give the best fit to the rest of the continuum. A graphical representation of this method is presented on the top-left panel of Figure 3. It should be noted that our resulting continuum-free cube, which contains the absorption-corrected emission lines, only gives a model-dependent estimate of the total flux of the emission lines. In order to incorporate those individual spaxels below the S/N > 1 cut in the continuum but with well-defined emission lines, or those that were discarded by the continuum fitting due to the presence of a broad component (see Section 4), we fitted and subtracted a second-order polynomial function to unbinned spaxels, excluding the regions where there are emission lines, which are hence unaffected by the subtraction.

Figure 3.

Figure 3. Representative spectral fits from extracted regions. Top panels: a Balmer absorption region (left), where the continuum-free emission (green curve) is the result of the difference between the observed spectrum (black curve) and the flux-scaled best fit of the continuum (red curve). This fit highlights the importance of accurately modeling the continuum template to recover all of the Hβ flux. The double-peaked emission-line region (right) is representative of the emission from the right side of Mrk 739E and is fit with two narrow components (blue curves) per emission line. Bottom panels: the broad-line region (BLR) in the nuclear portion of Mrk 739E (left) is fit with two broad Gaussian components for each Balmer line, and one narrow component that describes the diffuse emission. The emission lines of Mrk 739W (right) are fit with narrow Gaussian components since broad Balmer lines are obscured by star formation. The total modeled emission is displayed in red for the top-right, bottom-left and bottom -right panels.

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Finally, since the Hβ Balmer line is one of the weakest lines in this system and the instrument efficiency and spectral resolution are lower at blue wavelengths, we performed a second Voronoi binning on the emission-line cube, now requiring an S/N > 5 per bin around Hβ, in the observed wavelength range between 5000–5010 Å. The atomic features covered in the MUSE wavelength range were then fitted using Pyspeckit, the Python Spectroscopic Toolkit package (Ginsburg & Mirocha 2011). Given the redshift of Mrk 739 and the wavelength coverage of MUSE, the following emission lines are observed: Hβ λ4861, [O III] λ4959, λ5007, [O I] λ6300 Hα λ6563 [N II] λ6549, λ6583, and [S II] λ6717, λ6730. A set of two narrows (σ < 500 km s−1) Gaussian components were used to fit each of the mentioned emission lines in each binned spectrum. We found that, for a given emission line, one narrow component is capable of reproducing the emission of the whole galaxy, while the second component is required to account for a very particular region close to the eastern AGN. An example spectrum from this region is shown on the top-right panel of Figure 3. We found that this extra emission component (hereafter called "second component") presents a blueshifted velocity offset with respect to the systemic component that fits the emission of the rest of the galaxy. Further details about the kinematics of this region are presented on Section 3.4. For better visualization, in the top-right panel of Figure 4, we highlight with yellow contours the region where the second emission-line component is found. For clarity, we only report the second component of this region in the following ionized gas maps.

Figure 4.

Figure 4. Spatial distribution of the ionized gas in the dual AGN Mrk 739. Top panels: map of the flux of the narrow Hα (left) and Hβ (right) atomic transitions from ionized gas. Bottom panels: flux distribution maps for [O III]λ5007 (left) and [O I]λ6300 (right). In all cases, fluxes are given in units of 10−20 erg s−1 cm−2. The line fluxes are computed by fitting single or double Gaussian components to all of the narrow lines. The scale bars, shown in the bottom-right corners of each panel, have an angular size of 6'', corresponding to ∼3.6 kpc at the redshift of the source. The contours on the top-left and the bottom panels represent the total optical emission, as shown in Figure 1, while the dashed blue contours in the top-right Hβ emission map represent the regions with Balmer absorption features. The yellow contours in the Hβ map highlight the region where double-peaked narrow-line emission is observed. In this region, we only report the values of the second component for all of the emission maps. The black crosses mark the centers of the X-ray emission, as in Figure 1.

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Additionally, to reproduce the broad-line region (BLR) emission of the Balmer lines, we incorporated two broad (300 < σ < 3300 km s−1) components for Hβ and two for Hα (bottom-left panel in Figure 3). We fixed the ratios of the [O III] and [N II] doublet to their theoretically determined values of three (Osterbrock & Ferland 2006) in order to reduce the degrees of freedom of the fit. Given that it is a strong and well-isolated feature, we use the [O III]λ5007 line as a template in order to define the widths for all of the other narrow components. This choice does not leave significant residuals in the other lines. Since the MUSE spectral resolution is close to R ∼ 2500 at ∼6550 Å, we can separate the Hα component from the [N II] lines accurately across nearly the entire cube. The Hα-[N II] complex is difficult to constrain only when the BLR contributes with velocities larger than 500 km s−1, which occurs near the Mrk 739E nucleus.

2.1. Astrometric Calibration

We astrometrically calibrated the VLT/MUSE data cube, using the sources reported by the Gaia Data Release 2 (Lindegren et al. 2018) as a reference. We matched the MUSE positions of Mrk 739E, Mrk 739W, and the star 2MASS J11363074 + 2136018 (Monet et al. 2003) that appears at the top-left corner of the field of view with the Gaia positions. The matching and offset determinations were carried out using the astrometrical calibration tool provided by the Aladin Sky Atlas (Bonnarel et al. 2000). The measured offsets, corresponding to the average displacement of the three sources, are ΔR. A. = −1farcs416 ± 0farcs042 and Δdecl. = 0farcs219 ± 0farcs016. These offsets were applied in the subsequent analysis.

3. Emission-line Analysis

3.1. Morphology of the Ionized Gas

In order to understand the morphologies and kinematics for different atomic species, we analyze here the resulting maps for each emission line. Figures 4 and 5 show the gas distribution for the main emission lines. We identify two clearly separated emission peaks, corresponding to the nuclei of each galaxy, and the arc-shaped clumpy structure observed in Balmer lines, [N II] and [S II], which is mostly located to the west of Mrk 739W. In these emission-line maps, especially in that of Hα λ6563, we can see many features that are not present in the collapsed white-light image shown in Figure 1, such as the fan-like stream of ionized gas in the north or several blobs associated with the aforementioned clumpy distribution to the west of the system. Below, in Section 3.2, we discuss the emission mechanism responsible for the emission of these regions using an optical emission-line diagnostic diagram in order to identify the origin of the ionized gas. The Hβ emission is in general weak, particularly in the south region of the western nucleus, delimited by the cyan contours, where the presence of Hβ absorption lines overlaps with the emission line. The south of the eastern nucleus completely lacks Hβ emission.

Figure 5.

Figure 5. Continuation of Figure 4, with [N II]λ6583 (left) and the doublet [S II]λ6717, λ6731 (right). The scale bar, contours, and symbols are the same as in Figure 4.

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The spatial distribution of the [O III]λ5007 (hereafter [O III]) emission line starkly contrasts with the Hα map discussed previously. The flux map clearly shows an extended and intense spiraling crest to the north of both nuclei, which does not have a symmetric equivalent to the south or west. Morphologically, neither [O III] nor [O I]λ6300 reveal other obvious or distinguishing features. Other interacting pairs of galaxies show complex and disrupted features at more advanced stages like stellar bridges (Torres-Flores et al. 2020), irregular structures (Sengupta et al. 2017), or unique stellar halos (Foster et al. 2014), suggesting that the lack of those characteristics on Mrk 739 is evidence that we are seeing the merger either before or just after the first passage. The lack of [O III] emission in the western region of Mrk 739E is because we are only reporting the flux of the second component in this region. This choice is due to the relevance of the component either in the morphology, kinematics, or the evolutionary stage of the merger. The noteworthy extended tidal tail on the northeast of Mrk 739 is a ubiquitous feature of the gravitational interaction between galaxies that is formed by gas that is stripped from the outer regions of the interacting systems due to gravitational forces (Toomre & Toomre 1972; Oh et al. 2008, 2015). In addition, Figure 5 presents the distributions for the [N II]λ6583 (left) line and the [S II]λ6717, λ6730 doublet (right).

3.2. Nature of the Ionizing Radiation

We compute emission-line flux ratios using the best-fit narrow components for each individual spaxel with sufficient signal, as defined above. In Figure 6, we present maps for the log([O III]λ5007/Hβ), log([N II]λ6583/Hα), log([S II]λ(6717+6731)/Hα), and log([O I]λ6300/Hα) flux ratios, which we use to diagnose the nature of the ionization source (Baldwin et al. 1981; Veilleux & Osterbrock 1987; Kewley et al. 2000, 2001, 2006). The green regions in the first two maps denote areas where Hβ and Hα dominate over [O III] and [N II] lines, respectively, which is indicative of star formation processes. On the other hand, the brown regions correspond to areas where the intensity is roughly equal for both lines. According to Kewley et al. (2006), regions with log([O III]/Hβ) > 1 are most likely dominated by AGN ionization. We identify a clear extended region that has a high [O III]/Hβ ratio, which is likely ionized by nuclear activity to the northeast.

Figure 6.

Figure 6. Logarithmic emission-line ratio maps for: [O III]λ5007/Hβ lines (upper-left); [N II]λ6583/Hα (upper-right); [S II]λ6717 + λ6730/Hα (lower-left); [O I]λ6300/Hα (lower-right). The contours and symbols are the same as in Figure 4.

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We combine the optical emission-line ratios, discussed individually above, to obtain a unified classification of the dominating ionization source, as was originally done in the so-called Baldwin, Phillips & Telervich diagram (BPT; Baldwin et al. 1981). Figure 7 shows the BPT diagnostic diagrams for individual regions in the Mrk 739 system. The resolved BPT reveals an extended zone ionized by AGN activity and structures related to the western side of the galaxy merger, where star formation dominates. These maps reveal the widespread influence of the AGN, which is detected out to large distances (5–20 kpc) from the center. The innermost (2–3 kpc) surroundings of the two nuclei are consistent with being ionized by star formation, with composite ionization arising at the edges, where the transition between the central regions and the rest of the galaxy occurs. The yellow dots in the [N II]-BPT diagram correspond to the spaxels belonging to the double-peaked emission line, not shown on the maps for clarity. The region between Kewley et al. (2001) and Kauffmann et al. (2003), denoted by the lime green dots in [N II]-BPT, characterize the edges of the most prominent star-forming regions in the resolved [N II]-BPT. There appears to be a nuclear region around Mrk 739E that is dominated by both composite and star formation mechanisms. This picture is consistent with the scenario proposed by Hopkins et al. (2006) where the gravitational interaction could have driven the gas toward the center, triggering star formation processes. In the particular case of Mrk 739E, we see that in the region of double-peaked emission line, both sets of lines are independently consistent with being ionized by star formation.

Figure 7.

Figure 7. BPT diagnostic diagrams and spatial distributions for Mrk 739. The top panels show the [N II]-BPT ([O III]λ5007/Hβ vs. [N II]λ6583/Hα) diagram (left) together with the corresponding spatial distribution (right). The bottom panels similarly present the [S II]-BPT ([O III]λ5007/Hβ vs. [S II]λ6717, λ6730/Hα) and the [O I]-BPT ([O III]λ5007/Hβ vs. [O I]λ6300/Hα) diagrams. The black solid curves mark the separation proposed by Kewley et al. (2001, denoted as Ke01 in the diagrams), between the theoretical maximum ionization driven by pure star formation in H ii regions and those regions ionized by AGN. The dashed curves represent ±0.1 dex of the division relation, corresponding to the estimated error for this threshold. The red solid line on the [N II]-BPT marks the separation between the AGN and low-ionization nuclear emission-line regions (LINERs), as proposed by Schawinski et al. (2007), while the blue solid curve represents the separation between AGNs and star formation reported by Kauffmann et al. (2003, denoted as Ka03 on the [N II]-BPT diagram). The red solid line in the [S II]-BPT and [O I]-BPT diagrams correspond to the separation between AGNs and LINERS by Kewley et al. (2006). In all panels, blue circles represent the spaxels where the AGN is expected to dominate the ionization, green points are the spaxels dominated by star formation processes, and red points are spaxels in the LINERS locus. Purple symbols correspond to those spaxels in the composite region, i.e., areas where the ionization can either be coming from AGN or star formation or a combination of them. Lime green dots in the [N II]-BPT diagram denote the region between Kewley et al. (2001) and Kauffmann et al. (2003). Yellow dots in the [N II]-BPT diagram correspond to those spaxels belonging to the double-peaked emission-line region, which are not displayed on the resolved [N II]-BPT map. The resolved BPT diagrams are intensity-coded according to a particular line flux as follows: [O III] for the blue regions ionized by AGN, Hα for the green star-forming and purple intermediates regions, and [N II], [S II], and [O I] for the red LINERs regions.

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Finally, the clumpy western region is dominated by star formation, consistent with the results of Koss et al. (2011), who pointed out that Mrk 739W does not reveal evidence for an AGN in the optical/UV due to the high levels of star formation.

3.3. Kinematics of the Ionized Gas

The line-of-sight (LOS) velocities and velocity dispersion of the gas were obtained from the Doppler shift and broadening of the three strongest emission lines: Hβ, [O III]λ5007, and Hα. Their spatial distributions are presented in Figure 8, where we report the velocity values in the galaxy rest frame, which correspond to a heliocentric velocity of 8950 ± 5 km s−1 based on 12CO(J = 1 → 0) observations (Casoli et al. 1996). As mentioned in Section 2, the width of all emission lines was tied to that of [O III]λ5007. For the [O III], Hβ, and Hα maps, we report the velocity obtained from the narrow Gaussian component that characterizes the systemic excited line emission of the galaxy and the velocity values of the second component, describing the aforementioned isolated structure that is ionized by star formation. Figure 8 highlights a spatially extended region to the north, with velocities close to ∼60 km s−1. Any motion associated with the eastern tidal tail, the western nucleus, and the western side of the galaxy merger appears to be located in the plane of the galaxy, as all have negligible relative velocities. The nuclear region of Mrk 739E reveals a blueshifted velocity of ∼−130 km s−1 in [O III] likely related to outflowing material coming from the eastern nucleus, resulting in a higher [O III] velocity dispersion with values of σgas ∼ 150 km s−1, as we see in the bottom-right map of Figure 8. We see an intriguing blueshifted region to the north of the western nucleus with values about ∼−60 to ∼−85 km s−1 and a velocity dispersion between ∼100–120 km s−1 extending north–south toward the Mrk739W nucleus. The velocity maps, in particular Hα, reveal a circular velocity profile surrounding the eastern nucleus with values ranging from ∼−220 km s−1 to ∼+40 km s−1 that might be related with a rotating disk. In the next subsection, we study in detail the origin of this component.

Figure 8.

Figure 8. Ionized gas kinematics in the dual AGN Mrk 739. LOS velocity maps are shown for [O III]λ5007 (top-left), Hβ λ4861 (top-right) emission lines, and Hα λ6563 (bottom-left) emission lines, as well as the LOS velocity dispersion map of the [O III]λ5007 line (bottom-right). Velocities are presented in units of kilometers per second. Black crosses mark the positions of the central nuclei of each galaxy, as measured in X-rays, while the contours correspond to the white-light emission, as shown in Figure 1.

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3.4. Double-peaked Emission-line Region

The MUSE data reveal a region around the eastern nucleus that appears to be partially decoupled from the rest of the system. The top-right panel of Figure 3 shows a clear double-peaked profile of the emission lines in that region. The presence of double-peaked emission lines in galaxies can be associated with galaxy mergers (Comerford et al. 2018) and dual AGNs (Wang et al. 2009), or even outflows and rotating gas (Greene & Ho 2005; Nevin et al. 2016). Taking advantage of our IFU data, in the bottom -left panel of Figure 8, we morphologically identify a rotating disk-like velocity profile surrounding the eastern nucleus.

Spectrally, the double-peaked emission-line region consists of a bluer emission line that becomes gradually redshifted as the position varies from east to west of the eastern nucleus. The originally redder line does not change its velocity with position. Instead, the flux of the redder line decreases until it disappears after reaching the eastern side of the disk, explaining thus the absence of double-peaked emission lines on the eastern side of the disk. We then consider the bluer moving line as the rotating component, while the redder and static line matches the velocity of the extended northern spiraling crest, which is thus related to the large-scale distribution of the galaxy.

There are two possible lines we might consider using to trace the kinematic structure around the eastern nucleus, [O III] and Hα. The [O III] emission line would be cleaner for the kinematic modeling, in order to avoid the broadening problem affecting the Balmer lines. However, the high extinction (see Section 5.1), the presence of blueshifted velocities in the nuclear region, and the spectral resolution of R ∼ 1770, corresponding to a velocity resolution (FWHM) of ∼170 km s−1 for the [O III] line, are not sufficient to study the rotating disk map. The Hα line, thanks to its higher S/N and spectral resolution of FWHM ∼120 km s−1, allows instead for a better kinematic modeling, despite the presence of the BLR contaminating the central portion of the map.

In order to fit the velocity distribution of this rotating component around the eastern nucleus and derive its physical parameters, we perform a Markov Chain Monte Carlo (MCMC) kinematic simulation using the KINematic Molecular Simulation (KinMS 14 ) package developed by Davis et al. (2013). KinMS generates spectral cubes of synthetic data, used to simulate observations of arbitrary molecular/atomic gas distributions. We used it in order to create a simulated first-moment map, assuming a rotating disk, and then fit the associated parameters using the KinMSpy_MCMC 15 routine.

We fit a relatively simple model, consisting of a rotating disk with an exponential surface brightness profile given by ${{\rm{\Sigma }}}_{{{\rm{H}}}_{\alpha }}(r)={e}^{\tfrac{r}{{r}_{0}}}$, where r0 is the disk scale factor. We assume that the disk is rotating with a circular velocity profile that is constant with radius. This assumption is based on the fact that both spatial and spectral resolution do not allow us to distinguish more complex features of the rotating disk. The LOS inclination and position angle of the disk are free parameters of the model, along with the scale factor and the flat velocity of the rotating disk. The angles are measured starting from the north and moving counterclockwise.

The Gibbs sampling MCMC framework with adaptive stepping implements a Bayesian analysis technique to explore the parameter space using a set of walkers from the emcee algorithm (Foreman-Mackey et al. 2013) to find the posterior distribution of the model parameters. A standard log-likelihood function, based on the chi-squared χ2 distribution $\mathrm{ln}P=-{\chi }^{2}/2$, was used by each walker in order to maximize the likelihood and determine their next step through parameter space. Assuming Gaussian errors for our free parameters, we can estimate the goodness-of-fit of our model using χ2 statistics, ${\chi }^{2}={\sum }_{i}{\left(\tfrac{{\mathrm{data}}_{i}-{\mathrm{model}}_{i}}{{\sigma }_{i}}\right)}^{2}$ for each pixel, i. Since we are studying the first moment of the velocity of the Hα line profile, we need to compute the rms noise, σ, in velocity units. To accomplish this, we made a new but simpler MCMC calculation over a few representative spaxels within the disk region, where the signal of the spectra was modified by random Gaussian noise. The variation was spectrally convolved with a Gaussian kernel matching the spectral resolution of the MUSE instrument. We then fitted the convolved spectra with Gaussian components, as described in Section 2. We repeated this process 1000 times to obtain statistically significant results. For each spectrum, we calculated the LOS velocity for all relevant emission lines. We then took the standard deviation of the 1000 velocities as noise. We found that the noise associated with the measurement of the velocity is mostly constant, at a value of ∼20 km s−1. In order to exclude from the fit the inner region, dominated by the emission from the BLR associated with the AGN, we assign here artificially high rms values.

Our MCMC fitting procedure considers 1.5 × 105 steps, using uniform priors in linear space. The priors, guesses, and resulting best values for the parameters of our model are presented in Table 1. In addition, Figure 9 shows the so-called corner plot, where we can see the posterior distributions of parameters together with the one-dimensional marginalization of the physical parameters that characterize the rotating disk. There is a clear degeneracy between the inclination of the disk and the circular velocity since the relation between the two is given by $\mathrm{vel}\propto \tfrac{{\mathrm{vel}}_{\mathrm{obs}}}{\sin (i)}$. Also, the scale factor is degenerate with the inclination, due to projection effects on the plane of the sky, while the scale factor correlates with the final circular velocity because of the dependency of the velocity on the inclination.

Figure 9.

Figure 9. Posterior distributions for each parameter fitted with the MCMC technique, as described in the text. Each panel shows the covariation of a pair of parameters, while panels in the diagonal show the marginalized one-dimensional distribution for each parameter. The blue lines and squares mark the best-fit value for each parameter in our model. Degeneracies are clearly visible between the inclination and the flat velocity, the inclination and the scale factor, and the scale factor with the flat velocity. The position angle is the only fully independent parameter.

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Table 1. Parameters and Statistical Uncertainties for the Best Fit for the Rotating Disk, as Obtained from the KinMS_MCMC Routine

ParameterSearch RangeBest FitError (68% conf.)Error (99% conf.)
(1)(2)(3)(4)(5)
Scale factor (kpc)0 → 41.21−0.01,+0.01−0.03,+0.06
Flat velocity (km s−1)0 → 400237−5.8,+ 5.9−27.6,+25.5
Inclination (°)0 → 8933.10−0.93,+1.03−3.1,+4.9
Position angle (°)90 → 180156.99−0.39,+0.40−1.64,+1.70

Note. Free parameters on our model are listed in Column (1). Columns (2) and (3) present the priors and the best fit of the posterior distribution with the errors of the best fit at 68% and 99% confidence in Columns (4) and (5), respectively.

Download table as:  ASCIITypeset image

For easier visual inspection, in Figure 10 we present the kinematically detached rotating disk of Mrk 739E along with the best-fit model and their residuals. We find a well-defined rotating disk, with a circular velocity of ${237}_{-28}^{+26}\,\mathrm{km}\,{{\rm{s}}}^{-1}$ inclined by ${33}_{-3}^{+5}$ degrees. The model agrees reasonably well with our data, considering the small velocity residuals presented in the right panel of Figure 10. We expect that these low residual values, mainly in regions where the disk velocity is close to 0 km s−1, are produced by a nonoptimal separation in our spectral fitting procedure of the disk component and the component related to the galaxy, due to the spectral resolution. The proper convergence of the parameters within our MCMC treatment is not affected by those residual values. Multiwavelength IFU data at higher spatial resolutions, as those obtained using the MUSE narrow field mode (NFM), as part of ESO program 0104.B-0497(A), would be helpful to understand and better constrain the physical parameters of the rotating disk and disentangle the central AGN-dominated emission from the disk.

Figure 10.

Figure 10.  Left: Hα velocity map of the rotating disk component found on the eastern nucleus, as presented in Figure 8. Center: best-fit kinematic model of the disk, obtained using the KinMS_MCMC routine. Right: residual maps of the fit calculated as the difference between the data and the model, divided by the rms of the data.

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Our simple rotating disk model allows for the determination of the mass of the material surrounding the eastern nucleus just considering Newtonian physics. Using the flat velocity and scale factor r0 as a characteristic radius, we can find that the mass within r0 is given by:

Equation (1)

where G is the gravitational constant, and v and r0 are the flat velocity and the scale factor, respectively, summarized in Table 1. Thus, inside of a radius of 1.21 kpc centered at the eastern AGN position, the mass is $\mathrm{log}M({M}_{\odot })=10.20\pm 0.06$, almost three orders of magnitude larger than the SMBH mass we estimate for the eastern nucleus in Section 5.2 based on our single-epoch BLR constraints.

Unlike other dual AGNs, e.g., NGC 6240 (Müller-Sánchez et al. 2018; Kollatschny et al. 2020), Mrk 463 (Treister et al. 2018), and Mrk 266 (Mazzarella et al. 2012), Mrk 739 does not show evidence of large-scale structures with high velocity dispersion generated by the ongoing major merger. The system presents narrow lines with a velocity dispersion close to the spectral resolution of MUSE at large scales, while the nuclear region of Mrk 739E displays high velocity dispersion in [O III], likely related to an outflow with a dispersion of σgas ∼ 170 km s−1. The dispersion in Mrk 739W is more extended with values close to σgas ∼ 120 km s−1. The rotating disk presents a uniform circular velocity and an inclination that indicates that this structure is kinematically decoupled from the rest of the merger.

4. Stellar Populations

The MUSE observations also allow us to trace the characteristics of the stellar populations within Mrk 739, based on the measurements of the optical continuum and absorption features. In order to proceed with such study, and as it is mentioned in Section 2, we first made a Voronoi tessellation, with a target S/N of 40 per resolution element (1.25 Å) over the full observe-frame spectral window since we are concerned with the fitting of the full spectrum. The binned spectra were analyzed using pPXF (Cappellari 2017) to derive parameters such as LOS velocity, velocity dispersion, stellar age, and stellar metallicity from the stellar continuum. Our procedure uses templates of SSP from the extended MILES (E-MILES) library, which cover the full spectral range between 1680–50000 Å at moderately high resolution (Vazdekis et al. 2016). In the particular case of Mrk 739, we employed scaled-solar theoretical Padova00 isochrones (Girardi et al. 2000), a unimodal initial mass function (IMF) with a slope of 1.3, and solar α-element abundances from the E-MILES templates (see, e.g., Vazdekis et al. 2016 for references).

A bootstrap approach was followed in order to statistically retrieve the uncertainties on the measurements of the kinematics and the stellar populations for each Voronoi-binned spectrum. The routine produces 1120 Monte Carlo simulations for each binned spectrum by adding random noise and fitting with pPXF. In order to do this, a first-pass spectral-pixel mask is initially obtained from the original spectrum, by conservatively masking the typical gaseous emission lines in the fitted rest-frame wavelength window (i.e., 4650–8980 Å). Additionally, three spectral regions are masked to prevent contamination by AGN broad emission lines and poorly corrected telluric lines: 4680–4690 Å, 5870–5885 Å, and 7350–7450 Å. The pixel mask is then complemented using a sigma-clipping at a 5σ level, after one preliminary pPXF fit. To mask sky subtraction residuals affecting the red end of each spectrum, an additional sigma-clipping is performed by making use of a more stringent threshold, which has been selected mostly to allow pPXF to fit the Ca ii triplet absorption lines.

Then we adopted two different procedures in order to retrieve kinematics and stellar population parameters. Only additive polynomial and stellar templates were used to retrieve the stellar kinematics to avoid template mismatch. For the stellar population, we used stellar templates along with a multiplicative polynomial, which, unlike the additive polynomial, does not affect the line strength of the spectral features (see, e.g., Cappellari 2017). To choose optimal additive and multiplicative polynomial degrees, we ran independent tests for the kinematics and the stellar population procedures, respectively. We let the polynomial degrees vary from two to 50 and achieved stable results for an additive polynomial degree of 16 (kinematics) and a multiplicative polynomial degree of 12 (stellar population). We adopted such degree values for the rest of the analysis. We fit the Voronoi-binned spectra by masking them according to the pixel masks retrieved in the aforementioned first stage and by making use of the optimal polynomial degrees.

In order to retrieve uncertainties, we implemented two different bootstraps following the approach of using exclusively additive or multiplicative polynomials for the kinematics and stellar populations, respectively. During the bootstrap, we randomized the choice of the parameters around the optimal values for each of the Monte Carlo realizations of the Voronoi-binned spectra. The randomized parameters are the additive polynomial degree (between 14 and 18), multiplicative polynomial degree (between 10 and 14), kinematic initial guess (around the previously measured values of velocity and velocity dispersion), and regularization parameter (between 90 and 100). The random choice of fitting parameters helps to avoid a possible bias introduced by the routine. Since we are dealing with spectra affected by strong emission lines—especially in the regions close to the two AGNs—we only consider those spectra for which less than half of the spectral elements have been masked. Otherwise, we discard the corresponding Voronoi-binned spaxels, as we cannot retrieve reliable measurements from that region. We also discarded those spectra where the fits are unconstrained by large errors.

Figure 11 shows two representative spectra and their corresponding stellar population fits, for a young, ∼1 Gyr (red curve) and an old, ∼6 Gyr (orange curve), stellar population present in regions of the dual AGN Mrk 739. The best fits agree very well with the observed data, proving the effectiveness of our procedure. We note that the Balmer absorption is stronger in the young stellar population, since it is produced by relatively young stars with ages ∼1 Gyr (Pawlik et al. 2018).

Figure 11.

Figure 11. Representative stellar population fits from the extracted regions shown in the top-left panel of Figure 12. The stellar continua of the observed spectra (black curve) are fitted with the pPXF software, as described in Section 4. The best fit for the top spectrum is characterized by a young stellar population with an age of ∼1 Gyr (red curve), while for the bottom spectrum, we obtain an old stellar content, with an age of ∼6 Gyr (orange curve).

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The kinematic maps and physical parameters of the stellar populations are shown in Figure 12. The age and metallicity values are derived by taking the mean of the age and metallicity distribution of the best-fit templates, light-weighted by their contribution to the fit. Mrk 739 presents a population with ages ranging from ∼1 to 6 Gyr and metallicities of [M/H] ∼ 0.1 in the central regions of the merger. The youngest stellar populations are located on the western side of the galaxy, coincident with the most extended star-forming region, as characterized in Section 3.2. Older stars reside on the eastern side of the galaxy, where the stellar age reaches values up to 5–6 Gyr. The oldest (∼7–10 Gyr) population at the southeastern edge has lower metallicities ([M/H] ∼−0.25) and distinctive kinematics dominated by high velocity dispersion and blueshifted velocities. The blue contours in the stellar age map highlight regions where the Balmer absorption feature is strong, indicating a dominant population with ages between ∼1.4 and 4.3 Gyr. The southern portion of the contoured Balmer absorption region exhibits an age gradient similar to the global trend, wherein the older population (4 Gyr) in the east transitions to a younger population in the west. The strongest absorption features are related to the youngest stellar populations (∼1.4 Gyr), which is an indicator of the last starburst episode in the highlighted region. Lack of measurable Hβ emission lines indicates no detectable ongoing star formation (Pawlik et al. 2018); indeed, the spatially resolved BPT diagram only shows signatures of star formation on the western edge of the contoured Balmer absorption region, where the stellar populations of Mrk 739 reach their minimum age with values between ∼0.8 and 1 Gyr.

Figure 12.

Figure 12. Map of the stellar population parameters, as obtained using our full spectral fitting routine. Top panels: stellar ages in gigayears (left) and metallicity (right). The metallicity ranges between −0.3 and +0.33, relative to the solar metallicity. Bottom panels: stellar velocity (left) and velocity dispersion (right). The kinematics are measured in kilometers per second, while the LOS velocities are reported relative to the systemic velocity of the system. The blue contours in the upper-left panel highlight the regions where we found Balmer absorption features, while the diamond symbols mark the positions of the spectra presented in Figure 11. The region marked with "Y" corresponds to the young stellar population, top spectrum in Figure 11, while the "O" corresponds to the old stellar population, bottom spectrum in Figure 11. The black crosses mark the centers of the X-ray emission, as in Figure 1.

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The kinematics of the stellar populations in the system present, in general, velocity dispersion values close to the spectral resolution of MUSE at the north and south of the galaxy. The regions associated with the nuclei present higher velocity dispersion, namely ∼90 km s−1 for Mrk 739W and up to ∼120 km s−1 in Mrk 739E. We see that the velocity dispersion is near ∼140km s−1 at the east of Mrk 739E, and it is not spatially peaked with the center of the galaxy, which is assumed to be at the location of the AGN. The velocity map shows a clear gradient of ∼60 km s−1 from north to south, and an old population on the southeast with velocities of ∼−100 km s−1. The bins of the velocity map surrounding the eastern nucleus show a velocity gradient of ΔV ∼ 100 km s−1 from west to east, but it is not a decoupled structure with an evident inclination as in the ionized gas disk. The stellar velocity gradient has an amplitude three times lower than the velocity gradient present in the ionized gas kinematic and is oriented in the opposite direction. Interestingly, this suggests that there is not evidence of a rotating disk surrounding the eastern AGN, as is indeed present in the ionized gas, implying that it was likely driven there relatively recently.

In Figure 12 we present luminosity-weighted average ages and metallicities. It is however instructive to also study the full distribution of stellar templates contributing to this fit. In order to do this, in Figure 13 we present the spatial distribution and fractional contributions to the best fit of each stellar template, distributed in four stellar ages bins (0–2, 2–6, 6–9, and 9–14 Gyr). Mrk 739W is strongly dominated by young and medium-aged populations. For instance, almost 80% of the stars in the western side of Mrk 739W range between 0–2 Gyr. The medium-aged bin (2–6 Gyr) contributes ∼50% of the light in the contoured Balmer absorption region, while older (∼7 Gyr) populations are also relevant, contributing ∼30%–40% to this region. Mrk 739E shows instead a lower (∼15%) fraction of the young stellar population and is mostly dominated by older populations, as can be seen particularly in the southeastern region of the galaxy.

Figure 13.

Figure 13. Maps of the fractional contribution of the corresponding stellar populations to the best-fit template, in the following age bins: 0–2 Gyr (top-left) , 2–6 Gyr (top-right), 6–9 Gyr (bottom -left), and 9–14 Gyr (bottom-right). The blue contours highlight the regions where we found Balmer absorption features. The median age and corresponding standard deviation for each map are shown in the upper-right corner.

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4.1. Estimation of SFRs and Stellar Masses

According to Koss et al. (2011), the Sloan Digital Sky Survey r-band magnitudes obtained from two-dimensional surface brightness fitting are mr = 13.75 ± 0.15 for Mrk 739W and mr = 14.03 ± 0.15 for Mrk 739E. Considering that the luminosity at longer wavelengths can be used as a tracer of the stellar mass of the galaxy (Cole et al. 2001; Bell et al. 2003), the ratio between the r-band magnitudes gives a rough estimation of the ratio between the stellar masses of each galaxy in Mrk 739. As a consequence, it can be concluded that the two galaxies have roughly the same mass, therefore qualifying their interaction as a major merger with M/m < 3.

In addition, the near-IR luminosity, for example, in the K band (2.2 μm) is a good tracer of the stellar mass, since most of the K-band light of the stellar population arises from long-lived giant stars and is less affected by dust obscuration than shorter wavelengths (e.g., Kauffmann & Charlot 1998). The infrared K-band magnitudes of Mrk 739E and Mrk 739W, as reported by Imanishi & Saito (2013), are mK = 11.37 and mK = 12.74, respectively. AGN emission weakly obscured by dust, as in Mrk 739E (see Section 5.1), can contribute substantially to the observed K-band flux (Imanishi & Saito 2013). Therefore, we subtracted the contribution of the inner 0farcs5 to the total K-band flux (see Table 3 in Imanishi & Saito 2013) in Mrk 739E, assuming that this region is fully dominated by AGN emission. The AGN-corrected K-band magnitude for Mrk 739E is then mK = 11.83. Following the discussion in Kormendy & Ho (2013), we derive stellar masses of $\mathrm{log}({M}_{* }/{M}_{\odot })=10.86$ and $\mathrm{log}({M}_{* }/{M}_{\odot })=10.50$ for Mrk 739E and Mrk 739W, respectively. The K band yields a more accurate estimation of the stellar mass ratio, where Meast/Mwest = 2.2. Mrk 739W is brighter than Mrk 739E in the r band since the young stellar populations (1–2 Gyr), located west of the system, are expected to be hot, have short lifetimes, and contribute more at short wavelengths. The oldest stellar populations in Mrk 739E confirm the fact that this galaxy is more luminous at redder wavelengths, particularly in the K band.

The SFR derived by adopting the Kennicutt (1998) relation, where $\mathrm{SFR}({M}_{\odot }\,{\mathrm{yr}}^{-1})=7.9\,\times \,{10}^{-42}{L}_{{H}_{\alpha }}(\mathrm{erg}\,{{\rm{s}}}^{-1})$, for Mrk 739W is SFRHα (M yr−1) = 5.3. This relation considers a Salpeter IMF, while the luminosity of the Hα was corrected by stellar absorption and dust extinction based on the Balmer decrement Hα/Hβ flux ratio, as presented in Section 5.1. We further assume that all Hα emission at the west of Mrk 739E is associated with star formation and belongs to Mrk 739W. The SFR of Mrk 739W, based on the UV emission reported by Koss et al. (2011), is SFRUV(M yr−1) = 0.6, while the unresolved SFR for Mrk 739 derived from far-infrared (FIR) is SFRFIR(M yr−1) = 6.9. SFR measurements on Mrk 739E are very unreliable due to AGN contamination. However, according to our optical diagnostic diagram, there are not significant star-forming regions related to the eastern galaxy. Thus, Mrk 739W would lie, within the scatter, on the star-forming main sequence of galaxies (e.g., see Peng et al. 2010; Renzini & Peng 2015), consistent with ongoing star formation and low AGN activity. Mrk 739E, on the other hand, could be undergoing significant star formation quenching, likely related to AGN activity (McPartland et al. 2018), without predominant star-forming regions and old stellar populations.

5. Discussion

5.1. Extinction Map

The Hα to Hβ flux ratio can be used to estimate the extinction by dust in the LOS, as it was proposed by Caplan & Deharveng (1986) based on observations of H ii regions in the Large Magellanic Cloud. In Figure 14, we report the total extinction, AV, in the V band, based on the Balmer decrement Hα/ Hβ flux ratio. Following the procedure of Domínguez et al. (2013), we considered the reddening curve proposed by Calzetti et al. (2000), an intrinsic Balmer ratio of (Hα/Hβ)int = 2.86 (for an electron temperature Te = 104 K; Osterbrock & Ferland 2006) adopting case B recombination, a Milky Way extinction curve and an attenuation law for galactic diffuse interstellar medium RV = 3.12 (Calzetti et al. 2000).

Figure 14.

Figure 14. Optical extinction AV map produced by dust attenuation, as computed using the Balmer decrement Hα/Hβ flux ratio. Red crosses mark the positions of the central AGNs. The contours of the white-light image presented in Figure 1 are overlaid.

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The map shows signatures for relatively high extinction surrounding both nuclei, and in particular, close to Mrk 739E, reaching extinction values AV ∼ 3 at the location of the rotating disk. We also observe high values of dust extinction associated with the optically diagnosed star-forming regions described in Section 3.2, while most of the galaxy presents more moderate optical extinction between ∼0–2. The extinction map reveals an extended arc-shaped distribution reaching slightly higher values than its surrounding regions. Starting at the north of the eastern nucleus, the dust extinction, with values AV ∼ 1.5, seems to be defining the perimeter of the leading edge of the potential spiral arms of Mrk 739W, which can just barely be seen in the white-light image in Figure 1. To the west, the distribution follows a semicircular shape that ends where our optical diagnostic diagrams revealed an extended star-forming region.

5.2. Supermassive Black Holes Masses

A variety of techniques, such as dynamical, spectral fitting, and scaling methods can be used to estimate the mass of the central SMBH in galactic nuclei (Czerny & Nikołajuk 2010; Shen 2013). For instance, one way to compute this value in AGN is to use scaling relations linking the BLR properties, the optical continuum flux, and specific emission lines through scaling factors (Vestergaard 2002; Marziani & Sulentic 2012; Shen & Liu 2012). Specifically, Kaspi et al. (2000) reported that the BLR size scales with the 5100 Å luminosity as RBLRL0.70±0.3. Following this procedure, Vestergaard & Peterson (2006) presented four empirical relations to estimate the central black hole mass in nearby AGNs based on single-epoch spectra. Specifically, we use Equation (6) from their work:

Equation (2)

From a spectrum extracted in a region centered on the Mrk 739E nucleus, with a radius of 0farcs9, we obtain values of FWHM (Hβ) = 4285 ± 382 km s−1 and a luminosity of log L(Hβ) [erg s−1] = 40.87 ± 0.28, which leads to a derived SMBH mass of $\mathrm{log}{M}_{\mathrm{BH}}/{M}_{\odot }=7.22\pm 0.25$. This is slightly higher than, but consistent with, the value found by Koss et al. (2011) of $\mathrm{log}{M}_{\mathrm{BH}}/{M}_{\odot }=7.04\pm 0.40$, which is based on the FWHM(Hβ) − Lλ (5100 Å) scaling relation from Vestergaard & Peterson (2006).

We can compare the value of the SMBH mass in Mrk 739E with the value obtained from the MBHσ* relation (Ferrarese & Merritt 2000; Gebhardt et al. 2000; Gültekin et al. 2009; Kormendy & Ho 2013). From the stellar population maps presented in Section 4, we estimate the velocity dispersion of the spheroidal component by averaging the bins surrounding the masked region of the eastern nucleus within an aperture of 0farcs9, obtaining a value of σ* = 114 ± 10 km s−1. Then, following Equation (3) in Gültekin et al. (2009), we estimate an SMBH mass of $\mathrm{log}\ {M}_{\mathrm{BH}}/{M}_{\odot }=7.09\pm 0.15$, fully consistent with the value derived from the Hβ broad emission line. This consistency indicates that the eastern nucleus is located, within the scatter, on the MBHσ* relation derived for normal and non-merging galaxies.

The SMBH in Mrk 739E is, on average, almost two orders of magnitude less massive than the typical values of nine nearby (ultra-)luminous infrared late-stage merging galaxies reported by Medling et al. (2015). Furthermore, they found that their sample of black holes does not follow the MBHσ* relation given by McConnell & Ma (2013), and the SMBH sample is overmassive compared to the expected values based on scaling relations, suggesting that the major epoch of black hole growth occurs in the early stages of the merger. Since the SMBH in Mrk 739E lies on the MBHσ* relation, we can speculate that it, in a similar way as the SMBHs reported in Medling et al. (2015), could grow most of its mass during the collision due to this assembly delay that allows mergers to move off the relation, departing from the MBHσ*. This scenario supports the idea that the Mrk 739 system is in an early evolutionary stage, and the SMBHs have not started yet to grow due to the merger. To move off up to 3σ of the relation, the SMBH in Mrk 739E would need to grow by two orders of magnitude, requiring large (>108 M) amounts of gas to be funneled down to an accretion disk, together with Eddington-limited accretion for a few tens to hundreds of millions of years (Medling et al. 2015). High-resolution observations of the molecular gas can lead us to resolve the amount of available gas that could be accreted onto the SMBHs, and thus understand the extent to which this might be possible, estimating the eventual values that can be reached by the SMBH mass in Mrk 739E.

The sphere of influence of a black hole is defined as ${r}_{\mathrm{infl}}={{GM}}_{\mathrm{BH}}/{\sigma }_{* }^{2}$ (Merritt 2004), where G is the gravitational constant and ${\sigma }_{* }^{2}$ is the velocity dispersion of the stars of the bulge. Since the eastern SMBH has a mass of $\mathrm{log}{M}_{\mathrm{BH}}/{M}_{\odot }=7.22\pm 0.25$, the sphere of influence of the eastern SMBH is rinfl = 5.57 ± 2.80 pc, which is unresolved with our MUSE observation. These scales are significantly (approximately three orders of magnitude) smaller than the mass and radius of the rotating disk, and hence we conclude that the latter is mostly unaffected by the gravitational field of the SMBH at the center.

The mass of the SMBH in the western nucleus cannot be determined using our MUSE data and the scaling relation from Equation (2). This is because the broad Balmer lines are not visible, likely due to a combination of obscuration and dilution by the host galaxy (bottom-right panel in Figure 3). Based on the X-ray luminosity of Mrk 739W, L2–10 keV = 1.0 × 1042 erg s−1, the expected extinction-corrected Hα luminosity, mostly from the BLR, is ${L}_{{{\rm{H}}}_{\alpha }}\sim 1\times {10}^{41}\ \mathrm{erg}\,{{\rm{s}}}^{-1}$, via the Panessa et al. (2006) relation. With an extinction of AV ∼ 1–2, the expected observed luminosity of the BLR in Mrk 739W would be ${L}_{{{\rm{H}}}_{\alpha }}\sim 1.6\mbox{--}4\times {10}^{40}\ \mathrm{erg}\,{{\rm{s}}}^{-1}$. Since Hα emission in Mrk 739W is extended and slightly more luminous (${L}_{{{\rm{H}}}_{\alpha }}\sim 6.2\,\times {10}^{40}\ \mathrm{erg}\,{{\rm{s}}}^{-1}$), we expect an indistinguishable BLR given the extinction reported in Section 5.1. Higher angular resolution spectroscopy, e.g., from MUSE NFM observations, might resolve the extended narrow line and better recover any possible point-like broad component. Also, it would be useful to obtain near-IR spectroscopy to study the hydrogen Paschen series transitions (e.g., Landt et al. 2013; La Franca et al. 2015) and test whether there is a hidden BLR, though these are rare (e.g., Lamperti et al. 2017; Onori et al. 2017). Given the fact that Mrk739W is optically obscured but shows X-ray emission, the X-ray luminosity along with near-infrared emission lines might also be a promising path to measure the SMBH mass (Ricci et al. 2017b). Assuming that the Mrk 739W SMBH, as Mrk 739E, lies on the MBHσ* relation, we can obtain a rough estimate of its mass. With an average stellar velocity dispersion of σ* = 91 ± 5 km s−1 within an aperture of 0farcs9, we obtain an SMBH mass for the western nucleus of $\mathrm{log}{M}_{\mathrm{BH}}/{M}_{\odot }=6.68\,\pm 0.045$, adopting the MBHσ* relation of Gültekin et al. (2009).

For a bolometric luminosity of 1 × 1045 erg s−1 and an SMBH mass of $\mathrm{log}{M}_{\mathrm{BH}}/{M}_{\odot }=7.04\pm 0.4$, Koss et al. (2011) found that the Eddington ratio, defined as λEdd = Lbol/LEdd, 16 is λEdd = 0.71 for Mrk 739E. For the SMBH mass value of $\mathrm{log}{M}_{\mathrm{BH}}/{M}_{\odot }=7.22\pm 0.25$ that we derived, we estimate a λEdd = 0.48. Assuming that the SMBH mass of Mrk 739W obtained from the MBHσ* relation is correct, the Eddington ratio for Mrk 739W is λEdd = 0.033 for a bolometric luminosity of 2 × 1043 erg s−1 derived in Koss et al. (2011). Hence, the SMBHs seems to be in different accretion scenarios. While our measurement of the Eddington ratio of Mrk 739E is slightly lower than the value reported by Koss et al. (2011), it is still one of the highest ratios among the Swift BAT AGNs (Vasudevan et al. 2010). On the other hand, the Eddington ratio of Mrk 739W is consistent with the median λEdd value of the Swift-BAT AGN Spectroscopic Survey (Koss et al. 2017). High-resolution infrared imaging in the K (2.2 μm) and L bands (3.8 μm) and red KL colors, sensitive to buried AGNs (Imanishi & Saito 2013), could not find evidence for an AGN in Mrk 739W, suggesting nonsynchronous mass accretion onto SMBHs (Van Wassenhove et al. 2012), consistent with the Eddington ratio estimations for Mrk 739E and Mrk 739W.

5.3. Morphology and Possible Evolution of the System

The VLT/MUSE observations presented here can provide valuable insights into the current merger stage of the dual AGN, Mrk 739. Morphologically, we present a schematic illustration of the dual AGN in Figure 15. Mrk 739W resembles a spiral-barred galaxy, with spiral arms that spatially overlap with Mrk 739E. This overlap likely explains the double narrow-line component region (top-right panel in Figure 3), where the redshifted emission-line component is likely associated with Mrk 739W's bar, and the blueshifted one would come from Mrk 739E's disk region. The eastern side of the bar is the origin of two spiral arms, one of them extending up to the western star-forming region, while the other is morphologically related to the spatially extended region to the north side of Mrk 739, the so-called spiraling crest. The southern arm extends up to the eastern side of Mrk 739E.

Figure 15.

Figure 15. Schematic representation of the dual AGN Mrk 739 as described in Section 5.3. Left panel: face-on view of the galaxy oriented north up and east to the left. Right panel: edge-on view from the east. Mrk 739W is assumed to be a spiral-barred galaxy (green) with an elongated tidal tail (light-blue), and the spiral arm (blue) that gives origin to the spiraling crest. The clouds (green) mark the location of the star-forming regions described in Section 3.2. Mrk 739E is represented as an elliptical galaxy (red). The bulges are shown as spheres at the centers of Mrk 739E and Mrk 739W (red and green, respectively), while the black crosses mark the location of the AGN. The scales correspond to the projected distances of the bar, the separation between the nuclei, and the size of the entire system from north to south. The distance between Mrk 739E and Mrk 739W in the right panel is arbitrary for visualization purposes.

Standard image High-resolution image

Dynamically, the common velocity between the eastern tidal tail (light-blue in Figure 15) and Mrk 739W in the ionized gas suggests that the tail can be associated with the western galaxy rather than with the eastern one. The spiraling crest with velocities of ∼60 km s−1 (Figure 8) is associated with the leading arm of the northern spiral arms of Mrk 739W. The stellar kinematics suggest that Mrk 739W is mostly face-on, with a stellar velocity gradient of only ∼60 km s−1 from north to south (bottom-left panel in Figure 12).

Since we only distinguish Mrk 739E by its rotating disk of ionized gas and its old, blueshifted, and metal-poor population on the southeastern edge of the galaxy, we claim that the young stellar populations of Mrk 739W are hiding and extinguishing the eastern galaxy from a foreground position, making Mrk 739E nearly absent on luminosity-weighted maps close to the center of the system, and highly extincted with values of AV ∼ 3. The high stellar velocity dispersion region on the eastern side of the eastern nucleus thus represents an interface region where both galaxies appear in projection.

The morphology and dynamics of the dual AGN Mrk 739 are hence consistent with an early stage of the collision, where the foreground galaxy is a young star-forming galaxy that is interacting with its background elliptical companion. Since Mrk 739W's AGN does not show evidence of being actively accreting, as we discussed in Section 5.2, we propose that the nuclear activity of Mrk 739E has been the main ionizing mechanism of the northwestern spiral arms, similar to the phenomenon known as "Hanny's Voorwerps," as seen for example in IC 2497 (see, e.g., Józsa et al. 2009; Lintott et al. 2009; Keel et al. 2012; Sartori et al. 2016). This scenario suggests that the eastern AGN ionized the northern structures of Mrk 739W from its background position.

We emphasize the need for high-resolution multiwavelength and spatially resolved spectroscopic data, covering optical, near-IR, and submillimeter wavelengths, to dynamically model the system in order to understand the exact evolutionary stage of this complex merging galaxy. In particular, this data set would allow us to characterize the behavior of the gas that is actively feeding both AGNs, the distribution of the dense and cold gas close to the nuclei that work as a reservoir for future accretion onto both SMBHs, the stellar structures that could be produced by the interaction, and stellar formation related to the western galaxy.

6. Conclusions

We have carried out a comprehensive morphological and kinematic study of the nearby dual AGN Mrk 739 using VLT/MUSE Wide Field Mode observations. We studied the optical emission lines to map the behavior of the ionized gas in the galaxy, revealing an extended and intense northern spiraling crest at the north of both nuclei, which does not have a symmetric equivalent to the south, mainly in the [O III]λ5007 emission-line map. The [O III] line displays a non-clumpy distribution, a visible tidal tail ascribable to the ongoing major merger, and a lack of emission to the south of the nuclei. Hα and Hβ maps reveal a different spatial distribution compared to the [O III] line. The Balmer lines were found more prominently near both nuclei and present slightly more irregular structures, such as those detected west and northwest of the galaxy in Figures 4 and 5. The presence of Balmer absorption features is related to the weak or complete absence of ionized gas and post-starburst episodes, probably linked with the major merger. We conclude that the spiraling crest, which is located at the north of the East nucleus Mrk 739E, is associated with the leading spiral arms originating at the northern side of the bar. We found that the redshifted line of the double-peaked emission-line region is also originated by the presence of the bar, while the blueshifted line is related to the rotating disk that surrounds the eastern nucleus with a circular velocity of ${237}_{-28}^{+26}\,\mathrm{km}\,{{\rm{s}}}^{-1}$, an inclination of ${33}_{-3}^{+5}$ degrees, and with a dynamical mass of $\mathrm{log}M({M}_{\odot })=10.20\pm 0.06$, ∼1000× larger than the SMBH mass of Mrk 739E. Since Mrk 739E is an elliptical galaxy and its stellar kinematics does not show evidence of a kinematically decoupled structure, we claim that the rotating disk of ionized gas was driven there relatively recently. Probably the rotating disk is not in dynamical equilibrium yet, and it is formed by the remnant ionized gas of the elliptical galaxy that was driven toward the center due to the gravitational interaction, explaining the high dynamical mass found.

From the spatially resolved emission-line ratios and BPT diagrams, we studied the nature of the source of ionizing radiation. The galaxy has an extended AGN-ionized emission-line region that covers several (5–20) kiloparsecs from the nuclei. The star-forming regions, traced by areas where the Hα emission-line map is higher than [N II] and [S II] lines, are confined (2–3 kpc) around the nuclei, consistent with what Petrosian et al. (1978), Netzer et al. (1987), and Koss et al. (2011) have found previously. Since there is evidence of low accretion rates, an optically obscured AGN, and low X-ray luminosity in the western nucleus, we claim that the AGN-ionized emission-line region north of Mrk 739W is directly triggered by the AGN activity of Mrk 739E. This scenario suggests that Mrk 739E follows a northwest-to-southeast trajectory, ionizing the northern structures of Mrk 739W before its current position.

We found a gradient of ∼60 km s−1 from north to south on the stellar velocity map that characterizes the stellar orbit of the face-on main disk in Mrk 739W. The velocity dispersion map shows higher velocities close to the nuclei and an interface region with σ* = 140 km s−1. The blueshifted region at the southeast of the stellar population maps reveals an old population, suggesting that Mrk 739E is an old elliptical galaxy located behind Mrk 739W.

Mrk 739 stands as a unique system that hosts two different accretion scenarios for its SMBHs. Mrk 739E hosts a rapidly accreting SMBH that lies on the MBHσ* relation, while Mrk 739W presents evidence of an AGN obscured by star formation with a low-Eddington ratio that suggests nonsynchronous mass accretion onto SMBHs. Mrk 739W appears to lie on the star-forming main sequence, with an SFRHα (M yr−1) = 5.3, while Mrk 739E shows signs of SF quenching. This scenario is similar in terms of star formation, to the nearby dual AGN Mrk 463, where values of SFR ∼ 30 and ∼ 0.75 M yr−1 were found for Mrk 463E and Mrk 463W, respectively (Treister et al. 2018). On the other hand, the nearby dual AGN NGC 6240 reaches SFR values of ∼100 M yr−1 (Müller-Sánchez et al. 2018), illustrating the highly complex and dynamic features of a dual AGN. In terms of the evolutionary stage, unlike Mrk 463 and NGC 6240, which are at a more advanced merger stage, Mrk 739 is likely in a first-encounter phase, where both galaxies are beginning the galactic collision.

Obtaining higher spatial resolution of the order of 10–1000 s pc in optical IFU observations with AO, such as those provided by VLT/MUSE in its NFM, will be crucial to disentangling the distribution of gas closer to the SMBHs. Multiwavelength data capable of matching the high spatial resolution of MUSE in AO, for example, Atacama Large Millimeter/submillimeter Array data, would be crucial for characterizing the molecular gas, which is actually forming stars in the western nucleus and feeding the AGN in the eastern galaxy. Thus, along with data from other dual AGNs, it would offer a better understanding of how gas, dust, and stars behave during major galaxy mergers and the simultaneous activation of the nuclear sources in the host galaxies.

We thank the anonymous referee for the very useful and constructive suggestions. D.T., E.T., G.D.A., F.B., and G.V. acknowledge support from CATA-Basal AFB-170002. D.T., E.T., and F.B. acknowledge support from FONDECYT Regular grant 1190818. G.V. acknowledges support from ANID program FONDECYT Postdoctorado 3200802. M.K. acknowledges support from NASA through ADAP award 80NSSC19K0749. F.M.S. acknowledges support from NASA through ADAP award 80NSSC19K1096, while E.T. further acknowledges support from ANID Anillo ACT172033 and Millennium Nucleus NCN19_058 (TITANs). This work is based on observations collected at the European Southern Observatory under ESO program 095.B-0482. This research has made use of data obtained from the Chandra Source Catalog, provided by the Chandra X-ray Center (CXC) as part of the Chandra Data Archive. The Geryon cluster at the Centro de Astro-Ingenieria UC was extensively used for the calculations performed in this paper. BASAL CATA PFB-06, the Anillo ACT-86, FONDEQUIP AIC-57, and QUIMAL 130008 provided funding for several improvements to the Geryon cluster.

Software: ESO VLT/MUSE pipeline (Weilbacher et al. 2014), ESO Reflex environment (Freudling et al. 2013), Pyspeckit (Ginsburg & Mirocha 2011), pPXF (Cappellari 2017), KinMS (Davis et al. 2013).

Footnotes

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10.3847/1538-4357/abedba