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Down but Not Out: Properties of the Molecular Gas in the Stripped Virgo Cluster Early-type Galaxy NGC 4526

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Published 2022 July 6 © 2022. The Author(s). Published by the American Astronomical Society.
, , Citation Lisa M. Young et al 2022 ApJ 933 90 DOI 10.3847/1538-4357/ac7149

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0004-637X/933/1/90

Abstract

We present Atacama Large Millimeter/submillimeter Array data on the 3 mm continuum emission, CO isotopologues (12CO, 13CO, and C18O), and high-density molecular tracers (HCN, HCO+, HNC, HNCO, CS, CN, and CH3OH) in NGC 4526. These data enable a detailed study of the physical properties of the molecular gas in a longtime resident of the Virgo Cluster; comparisons to more commonly studied spiral galaxies offer intriguing hints into the processing of molecular gas in the cluster environment. Many molecular line ratios in NGC 4526, along with our inferred abundances and CO/H2 conversion factors, are similar to those found in nearby spirals. One striking exception is the very low observed 12CO/13CO(1−0) line ratio, 3.4 ± 0.3, which is unusually low for spirals though not for Virgo Cluster early-type galaxies. We carry out radiative transfer modeling of the CO isotopologues with some archival (2−1) data, and we use Bayesian analysis with Markov Chain Monte Carlo techniques to infer the physical properties of the CO-emitting gas. We find surprisingly low [12CO/13CO] abundance ratios of ${7.8}_{-1.5}^{+2.7}$ and ${6.5}_{-1.3}^{+3.0}$ at radii of 0.4 kpc and 1 kpc. The emission from the high-density tracers HCN, HCO+, HNC, CS, and CN is also relatively bright, and CN is unusually optically thick in the inner parts of NGC 4526. These features hint that processing in the cluster environment may have removed much of the galaxy's relatively diffuse, optically thinner molecular gas along with its atomic gas. Angular momentum transfer to the surrounding intracluster medium may also have caused contraction of the disk, magnifying radial gradients such as we find in [13CO/C18O]. More detailed chemical evolution modeling would be interesting in order to explore whether the unusual [12CO/13CO] abundance ratio is entirely an environmental effect or whether it also reflects the relatively old stellar population in this early-type galaxy.

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1. Introduction

One of the outstanding questions in modern astrophysics is understanding the origins of the Hubble sequence and the surprising diversity of nearby galaxies. Fortunately, nearby galaxies preserve some clues to their histories in their current properties. Cold molecular gas in early-type (elliptical and lenticular) galaxies is particularly interesting in this context; it falls outside our simple paradigm that early-type galaxies are quiescent and free of cold gas. In fact, almost 25% of nearby early-type galaxies have retained some molecular gas and at least 40% of them host atomic and/or molecular gas (Young et al. 2014; Davis et al. 2019) at a level of ≳10−3 M.

Detailed studies of the gas in early-type galaxies have provided important insights into their evolutionary histories. Comparisons between gas and stellar kinematics reveal frequent kinematic misalignments between the gas and stars, such that it is not unusual for the cold gas in early-type galaxies to be counterrotating with respect to the stars. That counterrotating gas cannot have had a long symbiotic relationship with those stars. Up to 30%–50% of the cold gas in early-type galaxies is sufficiently misaligned that it must have come in from outside after the bulk of the stars were formed (Davis et al. 2011). More recently, Davis & Young (2019) moved toward using metallicities as another, complementary set of clues to the evolution of early-type galaxies. Signatures of gas accretion can be seen in the fact that the metallicity of the ionized gas in early-type galaxies is occasionally lower than the metallicity of the stars. Ultimately it would be useful also to study the isotopic abundance patterns in early-type galaxies as further clues to their gas accretion and nucleosynthetic enrichment histories, employing the types of chemical evolution models that are frequently used for the Milky Way (Côté et al. 2019; Romano et al. 2019).

Beyond their accretion histories, early-type galaxies also allow us to probe the processing of galaxies in clusters. And because they have generally been resident in clusters for a much longer time than the spirals that are more commonly the subject of ram pressure stripping studies, they give additional insights beyond studies of spirals. They sample longer timelines for cluster-driven processing.

In this paper we present an exploration of molecular line ratios in the Virgo Cluster galaxy NGC 4526. The target is an unusually molecule-rich early-type galaxy with a striking but small silhouette dust disk, 1 kpc in radius. We focus on new Atacama Large Millimeter/submillimeter Array (ALMA) data for continuum emission, CO isotopologues, and high-density molecular tracers in the 3 mm band, supplemented by archival 12CO(2−1) and 13CO(2−1) data. We carry out radiative transfer modeling of the available isotopologue data, coupled with Bayesian inference techniques. The current data constrain the excitation-corrected [12CO/13CO] and [13CO/C18O] abundance ratios; we find the former to be roughly constant in the disk but find the latter to have a strong radial gradient, and those patterns provide clues to the processes driving the abundance gradients. We also estimate the CO/H2 conversion factors αCO using the dust continuum and CO images, providing the first estimate of this type for an early-type galaxy. This analysis lays the groundwork for future explorations of isotopic abundances in early-type galaxies, especially those in cluster members, which should give insights into the evolution of early-type galaxies and the processing of galaxies in clusters.

2. About NGC 4526

NGC 4526 is a Virgo Cluster member whose prominent central dust disk (Figure 1) has long prompted interest in its cold gas content. CO emission was detected in the galaxy in single-dish surveys by Sage & Wrobel (1989) and Combes et al. (2007); the first resolved images of its CO emission were published by Young et al. (2008). It is also a member of the ATLAS3D survey (Cappellari et al. 2011), which provides additional information on its stellar and ionized gas kinematics (Krajnović et al. 2011), stellar populations (McDermid et al. 2015), and star formation history (Krajnović et al. 2020). It is a fast rotator and one of the more massive galaxies in the ATLAS3D sample, with a stellar mass $\mathrm{log}({M}_{\star }/{M}_{\odot })\sim 11.1$ and global colors that place it firmly in the red sequence (Young et al. 2014). As it is a member of the Virgo Cluster, we assume a distance of 16.4 Mpc (Cappellari et al. 2011). A more recent measurement based on the tip of the red giant branch gives 15.7 ± 0.2 ± 0.4 Mpc (the uncertainties are statistical and systematic, respectively; Hatt et al. 2018), which is only 6% smaller than the distance we assume.

Figure 1.

Figure 1. NGC 4526. The white circle shows the FWHM of the ALMA field of view at 110 GHz. The background color image is Hubble Space Telescope (HST) data, provided by the European Space Agency/Hubble and NASA (https://esahubble.org/images/potw1442a/); the original image was taken by Judy Schmidt, with astrometry by L.M.Y. Two optical contours are overlaid to highlight the boxy structure in the galaxy's bulge.

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Davis et al. (2011) studied the kinematics of gas and stars in the ATLAS3D sample and noted that field early-type galaxies often display kinematic misalignments between their gas and stars, suggesting the gas was recently accreted from some external source. In contrast, Virgo Cluster early-type galaxies and those in other dense groups tend to have relaxed and well-aligned prograde gas. In this respect NGC 4526 is typical of cluster members.

It would have been difficult for NGC 4526 to acquire gas after falling into the Virgo Cluster, because the relative velocities of typical interactions (characterized by the velocity dispersion of the cluster) are much higher than the internal escape velocities of the galaxies themselves. Thus, unlike the cold gas in many field early-type galaxies, this gas has most likely been in NGC 4526 for several gigayears and has been processed through a long, continuous symbiotic relationship with the stars in multiple generations of mass loss and star formation.

The molecular gas in NGC 4526 is also undergoing star formation with an efficiency not too different from that of typical spirals. Davis et al. (2014) estimated a star formation rate of 0.2 M yr−1 based on 22 μm and far-UV emission; this gives a specific star formation rate (SFR/M) of 10−11.8 yr−1, a gas depletion time of 2.6 Gyr, and a star formation rate surface density ΣSFR ∼ 0.09 M yr−1 kpc−2. These values are all averaged over the whole molecular disk.

Previous observations of the cold gas in the galaxy have revealed some unusual and extreme properties. For example, Crocker et al. (2012) used the IRAM 30 m telescope to study molecular tracers in a subset of the ATLAS3D early-type galaxies. They found that, relative to 12CO, NGC 4526 has unusually bright 13CO and HCN and a high HCN/HCO+ line ratio. It is also undetected in Hi emission (Lucero & Young 2013), which produces a remarkably high H2/Hi mass ratio >60. This extreme deficit of atomic gas suggests that the low-density interstellar medium in NGC 4526 has been stripped by the intracluster medium (ICM). Its molecular properties should therefore give a valuable perspective on the effects of long residence in a cluster.

3. Observations

NGC 4526 was observed in ALMA's compact configurations in band 3, projects 2017.1.01108.S and 2018.1.01599.S, in 2018 April and 2019 April. We made use of the standard pipeline calibrated raw data and carried out continuum subtraction, imaging, and cleaning ourselves. An additional round of phase self-calibration was not found to offer any improvement in the images because of the relatively modest signal-to-noise ratios. For continuum subtraction we used zero-order or first-order fits to the line-free channels in the visibility domain; for imaging, we took a wide variety of images at varying channel widths and resolutions as were necessary to optimize the resolution or to match resolutions for resolved line ratios. The times on source, along with the fiducial beam sizes and rms noise levels, are indicated in Table 1 for the detected spectral lines. Emission was cleaned down to about the 1σ level and a primary beam correction was applied.

Table 1. Fiducial Image Parameters for NGC 4526

LineTimeBeam Sizerms NoiseΔv
 (s)(arcsec)(mJy beam−1)(km s−1)
12CO(1−0)17272.01 × 1.900.9715.0
12CO(1−0)17271.12 × 0.822.02.54
12CO(2−1) a 1.12 × 1.129.010.0
CN(N = 1−0) b 17271.47 × 1.140.1941.3
13CO(1−0)54432.01 × 1.890.3615.0
HNCO(50,5−40,4)54432.01 × 1.900.3615.0
C18O(1−0)54432.01 × 1.900.3615.0
CS(2−1)54432.32 × 2.120.2815.0
CH3OH(2k −1k ) c 54432.35 × 2.150.2915.0
HNC(1−0)38712.55 × 2.380.2615.0
HCO+(1−0)38712.60 × 2.400.2815.0
HCN(1−0)38712.60 × 2.410.2915.0
HNCO(40,4−30,3)38712.62 × 2.430.2915.0
cont. 99.3 GHz...2.00 × 2.000.012...
cont. 99.3 GHz...0.91 × 0.790.014...

Notes. Narrower velocity resolution is available for all cubes made with 15 km s−1 channels but the faintest lines require binning for improved signal-to-noise. For simplicity, we sometimes refer to the HNCO transitions as (5−4) and (4−3). In most cases, these are the "natural"-weighted beam sizes.

a Approximately 50 hr at CARMA, in four array configurations (Davis et al. 2013b). b Both J = 3/2−1/2 and J = 1/2−1/2. c Four constituent transitions are blended.

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We also used 12CO(2–1) observations obtained with the CARMA array (Davis et al. 2013b). Those observations are relatively high resolution data, and were initially imaged at 0farcs25 resolution; for the analysis here, we tapered the visibility data to make a lower-resolution image and smoothed in the image plane to match the resolution of the ALMA 12CO(1–0) data. Appendix A describes the short-spacing verification and continuum subtraction on the 12CO(2–1) data.

4. Continuum

For NGC 4526 we have near-simultaneous observations in the same telescope configuration, covering frequencies from 87 GHz to 110 GHz (with gaps) with similar UV coverage and time on source, so these data are suitable for imaging the continuum intensity and estimating the spectral index of any emission. We used all of the available line-free frequencies in CASA's multiterm, multifrequency synthesis deconvolver (Rau & Cornwell 2011), and we solved for two terms, i.e., the intensity and the spectral slope. When taken at a relatively high resolution of 0farcs9 × 0farcs8, the resulting continuum image at 99.33 GHz shows only a nuclear point source of flux density 4.79 ± 0.03 mJy and spectral index –1.07 ± 0.02. This nuclear source is clearly synchrotron emission. Kim et al. (2019) commented that the galaxy was not previously known to host an active galactic nucleus (AGN); however, they detected a nuclear X-ray point source, and combined with a 5 GHz point source (Nyland et al. 2016) and the 99 GHz synchrotron emission, these data are all consistent with the presence of an AGN.

Imaging at a lower resolution of 2farcs0 also reveals continuum emission from a low surface brightness disk, as shown in the contours in Figure 2. The total flux density associated with NGC 4526 in the 2farcs0 image is 6.68 mJy ± 0.08 mJy (statistical) ± 0.33 mJy (absolute calibration), of which 4.8 mJy is the point source and the remaining 1.9 mJy is the disk. The disk emission is rather faint and uncertainties on its spectral index are large, but individual pixels have a mean spectral index of 1.8 and an rms ≈ 0.7. This strongly rising spectral index is confirmed by individual images at the extreme frequencies. Using a high-resolution image (as described above) to isolate the flux density of the point source from that of the extended dust disk, we find the dust disk to have a flux density of 1.60 ± 0.15 mJy at 90.30 GHz, 1.98 ± 0.12 mJy at 101.69 GHz, and 2.46 ± 0.20 mJy at 108.33 GHz. The disk and nuclear continuum flux densities are also shown in the broadband spectrum in Figure 3, where they can be compared to the far-IR (FIR) flux densities and modified blackbody fit from Dustpedia (Nersesian et al. 2019); additional details are provided in Section 8. The disk's flux density measurements are remarkably close to the long-wavelength extrapolation of the modified blackbody fit.

Figure 2.

Figure 2. The 3 mm continuum emission. The gray scale is an unsharp-masked HST WFPC2 image in the F555W filter. The contours show the continuum emission at 2.0'' resolution and the contour levels are ±2, 4, 8, 16, 64, and 256 times the rms noise (0.0125 mJy beam−1). The bright star that is present here but absent in Figure 1 is SN 1994D.

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Figure 3.

Figure 3. Radio–FIR spectrum of NGC 4526. The FIR data do not have adequate angular resolution to permit decomposition into a disk and a nucleus, so the FIR flux densities are attributed entirely to the star-forming disk. The blue line is the modified blackbody fit to the FIR data from Nersesian et al. (2019).

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The accuracy of the extrapolation in Figure 3 suggests that the extended 3 mm disk in NGC 4526 might be, like the FIR disk, modified blackbody emission from the dust. On the other hand, the good match in Figure 3 could also be a coincidence, if the dust emissivity is overestimated at 3 mm and a free–free contribution masks the overestimate. Star-forming galaxies usually show a combination of free–free and dust emission at 3 mm (Peel et al. 2011). If we interpret the disk flux densities above as a combination of flat-spectrum free–free emission and dust with an effective spectral index of 4.0, then we can reproduce the observed spectral index between 90 and 108 GHz as arising from a combination that is 50% free–free and 50% dust at 90 GHz. Thus, we infer that somewhere between half and all of the disk's 3 mm flux density is attributable to thermal dust emission. This fraction is somewhat larger than would be usual for starburst and spiral galaxies (e.g., Bendo et al. 2015, 2016), but as this is an early-type galaxy, the dust emission might be more strongly driven by heating from an old stellar population than by heating from young stars. More precise interpretations of the 3 mm continuum emission in NGC 4526 will require additional data at ≈200 to 300 GHz and/or 30 GHz, to help constrain the spectral energy distribution.

5. Gas Distribution and Kinematics

Figure 4 presents an integrated 12CO(1−0) intensity image, produced by masking regions containing real emission and then integrating within the mask. The mask was made using CASA's auto-multithresh algorithm, which clips each channel at 3σ and then extends the clipping region spatially by about a beamwidth. The molecular gas distribution observed here is consistent with the results shown by Davis et al. (2013b) and Utomo et al. (2015), who studied 12CO(2−1) at higher resolution (0farcs3) and lower sensitivity. We find a poorly resolved central peak, which they showed to be a fast-rotating disk or ring with a radius of about 0farcs5 (40 pc). Outside the nuclear peak are a dip in the surface brightness, a bright molecular ring at r = 2'' to 7'' (160 to 550 pc), and lower column density emission extending to about 15'' (1.2 kpc). The bright molecular ring is just interior to some recent star formation activity that is visible as blue stars in Figure 4 or as white regions in the unsharp-masked image in Figure 2. The peak 12CO(1−0) integrated intensities are 2.71 Jy beam−1 km s−1 in the central peak and 2.74 Jy beam−1 km s−1 in the molecular ring, when measured at 1.1 × 0farcs8 resolution. Assuming a standard conversion factor of 2.0 × 1020 cm−2 (K km s−1)−1 or 4.3 M pc−2 (K km s−1)−1, including He, and deprojecting to face-on assuming an inclination of 78° (discussed below), these values correspond to 240 M pc−2.

Figure 4.

Figure 4. Integrated intensity of 12CO(1−0) emission at 1.1 × 0farcs8 resolution; the beam size is indicated in the lower right corner. A cross indicates the position of the nuclear continuum source. One contour is shown at a level of 0.05 Jy beam−1 km s−1 = 4.5 M pc−2 (deprojected to a face-on surface density). For context, the inner portion of the HST image from Figure 1 is reproduced at the same scale in the lower panel.

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The peak brightness temperature in 12CO(1−0), at 1.1 × 0farcs8 (75 pc) resolution, is 6.1 K; it is found in the molecular ring at a radius of 5farcs9. Somewhat lower brightness temperatures are found in the outer disk, with values of 1.0 to 3.5 K at radii of ≈ 12''. Peak brightness temperatures are also quite low (1.0 to 1.5 K) in the nucleus of the galaxy, though the column densities there are high because of the large line widths.

We created velocity fields for the molecular gas in NGC 4526 using two different methods, one using an intensity-weighted mean velocity and another fitting fourth-order Gauss–Hermite functions (i.e., including skew and kurtosis) to the spectrum at each location. Significant beam-smearing effects mean that the skew and kurtosis terms are necessary to accurately reproduce the line profile shapes and identify the peak in each spectrum. Figure 5 shows a CO velocity field and Figure 6 shows the velocity dispersion.

Figure 5.

Figure 5.  12CO(1−0) velocity field, based on the velocity of the maximum in the Gauss–Hermite profile fitted to the spectrum at each position. The kinematic major axis and its perpendicular are indicated in dotted lines. The velocity contours are ±(0, 50, 100, 150, 200, 250, 300, and 335) km s−1 with respect to the systemic velocity.

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Figure 6.

Figure 6. Velocity dispersion of 12CO(1−0) at 1farcs1 × 0farcs8 resolution. The dispersion was measured from a Gauss–Hermite profile fitted to the spectrum at each position. The contour levels are 10, 15, and 22.5 km s−1. Toward the nucleus the velocity dispersions range from 250 to 300 km s−1, and the kinematics there are better modeled by Davis et al. (2013b).

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In this paper we do not focus on detailed kinematic and dynamic analysis of the gas disk, but we still need estimates of the kinematic position angle and inclination for deprojection and analysis of radial trends in the molecular properties. For this purpose we use a kinemetric analysis of the 12CO(1−0) velocity field, based on the code of Krajnović et al. (2006). 6 The galaxy shows a well-defined kinematic center that is coincident with the 3 mm continuum peak to better than 0farcs05. The kinematic position angle exhibits a slight twist from 292fdg2 ± 0fdg2 at r = 2'' to 293fdg8 ± 0fdg1 at r = 12farcs6. The fitted inclination varies only from 79fdg0 ± 0fdg2 at r = 3'' to 76fdg3 ± 0fdg3 at r = 12farcs6. Thus, tilted-ring models should be highly accurate for both deprojection and dynamical analysis.

6. Line Fluxes and Ratios

Figure 7 shows the integrated spectra of the galaxy in all the detected lines, and Table 2 gives the corresponding integrated line fluxes and line intensity ratios. The line fluxes presented here are consistent with, though associated with significantly higher resolution and signal-to-noise than, the corresponding values for 12CO, 13CO, C18O, CS, HCN, HCO+, and CH3OH measured with the BIMA and IRAM 30 m telescopes by Young et al. (2008), Davis et al. (2013a), and Crocker et al. (2012). Table 3 also gives the peak column density estimates for the various molecular species, assuming local thermal equilibrium (LTE) at excitation temperatures of 20 K and 10 K (Section 7). Column densities were calculated using the methodology in Mangum & Shirley (2015, Equation (80)), with molecular data from the LAMDA database.

Figure 7.

Figure 7. Integrated spectra of the detected lines in NGC 4526. The blue lines use the entire disk region at every velocity; the orange lines use a velocity-dependent mask that follows the rotation of the gas, as defined by the regions with 13CO emission. The CN lines are blends of multiple components at different frequencies, and they have poorer velocity resolution, so the strict masking based on 12CO or 13CO does not work well for them. CN(3/2−1/2) is shown with a solid line and CN(1/2−1/2) is dotted. The HNCO(5−4) line partly overlaps C18O(1−0) so its spectrum is meaningless without the velocity-dependent mask.

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Table 2. Integrated Line Fluxes in NGC 4526

LineFlux 12CO(1−0)/X
 (Jy km s−1) 
12CO(1−0)141.82 ± 0.95
12CO(2−1)221.1 ± 5.52.56 ± 0.07
13CO(1−0)38.13 ± 0.253.40 ± 0.03
C18O(1−0)6.50 ± 0.1719.8 ± 0.5
CN(N = 1−0, J = 3/2−1/2)8.08 ± 0.3117.0 ± 0.7
CN(N = 1−0, J = 1/2−1/2)5.80 ± 0.1323.5 ± 0.5
CS(2−1)2.51 ± 0.0940.8 ± 1.6
CH3OH(2k −1k )1.21 ± 0.0883 ± 6
HNC(1−0)3.46 ± 0.1125.4 ± 0.8
HCO+(1−0)3.00 ± 0.0828.3 ± 0.8
HCN(1−0)7.44 ± 0.1511.3 ± 0.2
HNCO(40,4−30,3)0.93 ± 0.0886 ± 6
HNCO(50,5−40,4)1.34 ± 0.1393 ± 9

Notes. Line ratios were computed in K km s−1 units (e.g., Mangum & Shirley 2015). The uncertainties include only statistical effects, not absolute calibration. Standard flux calibration procedures for ALMA data are usually assumed to be accurate to ≈5% to 10% (e.g., Andrews et al. 2018; Martín et al. 2019; Remijan et al. 2019), and ratios between lines observed at different times (see Table 1) will have these additional calibration uncertainties.

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Table 3. LTE Column Density Estimates for 2farcs6 Resolution

SpeciesIntensitylog N (20 K)log N (10 K)
 (Jy beam−1 km s−1)(cm−2)(cm−2)
12CO14.59 ± 0.0917.388 ± 0.00317.258 ± 0.003
13CO3.83 ± 0.0316.881 ± 0.00316.746 ± 0.003
C18O1.02 ± 0.0316.31 ± 0.0216.17 ± 0.02
CN1.24 ± 0.0513.98 ± 0.0213.85 ± 0.02
CS0.44 ± 0.0313.67 ± 0.0313.57 ± 0.03
CH3OH0.23 ± 0.0313.85 ± 0.0613.74 ± 0.06
HNC0.61 ± 0.0313.52 ± 0.0213.37 ± 0.02
HCO+ 0.52 ± 0.0313.26 ± 0.0213.10 ± 0.02
HCN1.18 ± 0.0313.38 ± 0.0113.23 ± 0.01
HNCO0.20 ± 0.0313.90 ± 0.0613.80 ± 0.06

Notes. These intensities come from the peaks in the integrated line intensity images, all smoothed to match the lowest-resolution line at 2farcs6 (210 pc). For 12CO, the intensity in Column 2 refers to the J = 1−0 transition, and for HNCO, it refers to (40,4−30,3). Uncertainties reflect only statistical (signal-to-noise) effects. All lines are assumed to be optically thin for this calculation, even though some lines are known to be thick. The CN optical depth in the nucleus is τ ≥ 4.5 (Section 7), and correcting for optical depth would increase the column density by at least 0.66 dex. HCN, HNC, and HCO+ are probably even thicker.

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Integrated line intensity images (Figure 8) show that the distributions of all the detected molecules in NGC 4526 are broadly similar, and the molecules differ mainly in their signal-to-noise ratio and degree of central concentration. For example, the position–velocity slice in Figure 9 shows that HCN is more centrally concentrated than 12CO, as the 12CO/HCN ratio increases with radius.

Figure 8.

Figure 8. Integrated intensities of the detected lines in NGC 4526. These integrated intensities were computed using a velocity-dependent mask that follows the rotation of the gas, as defined by the regions with 12CO or 13CO emission. Each line's beam is indicated by a gray ellipse in the top left corner, and the colors are scaled to the minimum and maximum of each image. The colorbar shows the integrated intensity values in Jy beam−1 km s−1. Dotted white contours indicate the regions where the emission is detected at a signal-to-noise ratio >3. The last panel shows the effects of our masking and integrating procedures on a line-free cube with a rest frequency of 90.0 GHz.

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Figure 9.

Figure 9. Major-axis position–velocity slice showing the 12CO(1−0)/HCN intensity ratio. The 12CO emission is smoothed to 2farcs6 resolution, to match HCN, and the slit is 2farcs0 wide.

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We quantified the radial variations in the line ratios using three main techniques, which all gave similar answers. In method 1 we created matched-resolution integrated intensity images, computed a line ratio directly for every pixel, and used the orientation and inclination of the disk to associate each pixel with its deprojected radial distance. Method 2 was to construct matched-resolution major-axis position–velocity slices (e.g., Figure 9), integrate over radial regions, and compute the ratios of the corresponding sums in radial bins. Uncertainties for this method can be estimated from standard error propagation on the number of independent data points in the bin and also by varying the clip threshhold used to select pixels with the signal. (We always used the same data volumes for both lines, to eliminate biases related to different line strengths.) Method 3 was to construct integrated spectra by summing the data cube over elliptical annuli of the appropriate position angle and inclination. We then carried out a least-squares optimization modeling a fainter line's annular spectrum as a multiple of that of the brighter line. This technique works because the distributions of all the species are broadly similar, so that the corresponding annular spectra all have the same shape. The uncertainty in the ratio can be characterized with standard χ2 goodness-of-fit criteria. Figures 10 and 11 show comparisons of these methods for the CO isotopologue ratios and for a few other selected line ratios, indicating good agreement for all of them. Figures 12 and 13 show the radial trends in other line ratios.

Figure 10.

Figure 10. Colored circles indicate the line ratios computed at each pixel from the integrated intensity images (method 1 of Section 6); fainter symbols have lower signal-to-noise ratios. In this figure, 12CO is always (1−0). Pixels are plotted at their deprojected radius. Black filled symbols with error bars correspond to ratios computed from the position–velocity slices (method 2) and black open symbols with error bars show ratios computed from the annular spectra (method 3). Gray lines indicate the surface brightness profile of the molecular gas, based on a folded major-axis slice of the high-resolution 12CO(1−0) integrated intensity image, arbitrarily scaled for visibility. The dotted vertical line marks the approximate location of the local surface brightness peak in the CO ring.

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Figure 11.

Figure 11. Same as Figure 10, but for additional selected ratios. The dotted horizontal line indicates the theoretical optically thin LTE ratio of the two CN blends.

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Figure 12.

Figure 12. Radial variations in some line ratios in NGC 4526. As in Figure 10, filled symbols are ratios computed from the position–velocity slices and open symbols are from the annular spectra. Small radial offsets are added to some points for clarity. "CN32" refers to the (J = 3/2−1/2) blend.

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Figure 13.

Figure 13. Radial variations in more molecular ratios. Lines and symbol types have the same meanings as in Figures 10 and 12; ratios are grouped into these figures purely for purposes of dynamic range and legibility. In this figure, 12CO is always the (1−0) transition. 12CO/CN here uses only the CN(J = 3/2−1/2) blend, and HNCO uses the (40,4−30,3) line.

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In this section we present a large-scale overview of the relative intensities of the molecular lines in NGC 4526 with some qualitative comments on unusual aspects. In Section 7 we undertake more quantitative analysis of the physical conditions in the molecular gas. To summarize the qualitative aspects, we note that NGC 4526 is relatively bright in 13CO and the high-density tracers (HCN, HCO+, HNC, CN, and CS), when compared to many spirals. It has relatively faint emission in the shock tracers CH3OH and HNCO, though it should be noted that existing observations of those species are biased toward active and starbursting galaxies. All of the line ratios between 12CO and other molecules, with the singular exception of 13CO, show strong radial gradients of factors of two to four over a 1 kpc radius. In contrast, there is limited or unmeasurable radial variation in 12CO(1−0)/13CO(1−0) and the line ratios of any two high-density tracers, such as HCN/HCO+, HCN/HNC, HCN/CS, HCO+/CS, HCN/HNCO, and CH3OH/HNCO.

6.1. CO Isotopologues

The 12CO(1−0)/13CO(1−0) ratio observed in NGC 4526 is 3.4 ± 0.3, which is one of the lowest values observed outside of the Local Group (Figure 14). Beyond the Milky Way, such low values are rare and noteworthy; some examples include those for NGC 4429 and NGC 4459 (two other Virgo Cluster early-type galaxies) and parts of resolved galaxies like the Small and Large Magellanic Clouds, Centaurus A, and IRAS 04296 + 2923 (citations in Figure 14; Meier et al. 2014). Spatial variations in 12CO/13CO in NGC 4526 are also remarkably small, being less than 5% and smaller than the corresponding statistical uncertainties. Resolved studies of 12CO/13CO within spiral galaxies usually show greater variation than those, sometimes increasing with radius and sometimes decreasing (Cao et al. 2017; Cormier et al. 2018; Topal 2020), though usually over larger radial ranges.

Figure 14.

Figure 14. A compilation of observed 12CO/13CO line ratios, in the same spirit of Figure 1 of Zhang et al. (2018) and Young et al. (2021). NGC 4526 is highlighted in blue and other early-type galaxies are orange; other galaxy types are gray. The data were drawn from Davis (2014), Jiménez-Donaire et al. (2017a), Brown & Wilson (2019), Cormier et al. (2018), Henkel et al. (2014), Braine et al. (2017), Heikkilä et al. (1999), Zhang et al. (2018), Israel et al. (2003), Méndez-Hernández et al. (2020), Crocker et al. (2012), Alatalo et al. (2015), and Israel (2020). For early-type galaxies, the largest error bar belongs to Cen A (McCoy et al. 2017) and it shows a range of measured values rather than an uncertainty.

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The 13CO/C18O line ratios in NGC 4526 are not particularly unusual, as they range from 4.7 ± 0.3 to 8.7 ± 1.8, and they fall near the median of the values observed in nearby galaxies (Figure 15). But unlike 12CO/13CO, the 12CO/C18O and 13CO/C18O line ratios have significant radial structures. Figure 10 shows that the ratios involving C18O rise by a factor of 1.8 over this compact disk. The figure also identifies the location of the bright molecular ring, and the gradients in the C18O ratios are markedly larger exterior to the ring than they are interior to the ring. Thus the rise from 13CO/C18O = 5 to 9 occurs over the radial range of 0.4 to 1.0 kpc. For comparison, the same rise in the Milky Way 13CO/C18O(1−0) line ratios occurs over a radial range of about 6 to 12 kpc (Wouterloot et al. 2008). Additional comparisons to other spiral galaxies are discussed in more detail in Section 9.2.

Figure 15.

Figure 15. A compilation of observed 13CO/C18O line ratios, after Figure 1 of Zhang et al. (2018). The data were also drawn from Johansson et al. (1994), Wang et al. (2009), den Brok et al. (2022), and the works noted in Figure 14. For NGC 4526, the error bars represent the range of values observed in our data (since that range is larger than the uncertainties).

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Resolved measurements of the 12CO(2−1)/(1−0) line ratio mostly range between 0.4 and 0.7 (Figure 11). These values are very typical for spiral galaxies (Leroy et al. 2021; Brown et al. 2021). Indeed, the star formation efficiency of the molecular gas in NGC 4526 is consistent with the values in many spiral galaxies even though its gas content is lower than most of theirs. Evidence for any spatial variations in the (2−1)/(1−0) line ratio is not compelling; the ratio might be slightly elevated toward the nucleus, but because of the uncertainty associated with continuum subtraction in the (2−1) data (Appendix A), the issue should be reevaluated with new data. Like NGC 4526, many spirals show small radial variations in the (2−1)/(1−0) line ratio, and sometimes the spirals show arm/interarm variations (den Brok et al. 2021, 2022).

6.2. High-density and Photodissociation Region Tracers

The range of 12CO/HCN values we measure in NGC 4526 is 8.0 ± 0.5 to 30 ± 8. The values in the outer disk of NGC 4526 are comparable to those in the spirals in the EMPIRE survey (Jiménez-Donaire et al. 2019), but only a handful of points in the spirals have bright enough HCN to match the center of NGC 4526. Of course, it is worth noting that the EMPIRE data have lower resolution than we are using here (1 to 2 kpc compared to 200 pc). Similar results also hold for CN and CS. 12CO/CS in NGC 4526 ranges from 27 ± 2 to 51 ± 6; the spirals in Gallagher et al. (2018) have typical values of 12CO/CS ∼ 90 in their central kiloparsecs. For the 12CO/CN ratios (isolating just the J = 3/2−1/2 blend), we measure values ranging from 11.4 ± 0.2 to 49 ± 10, or 17 ± 0.7 for the global line ratio. Other global 12CO/CN ratios measured by Wilson (2018) range from 20 to 150. In short, the high-density tracers in NGC 4526 are not exceptionally bright in comparison to 12CO but, especially for CS, they are factors of roughly 2 brighter than the median values for nearby spirals.

The CN radical is expected to be formed through photodissociation of HCN and/or through reactions involving C and C+, so it should be enhanced in regions with strong radiation fields. It may also be particularly enhanced in X-ray-dominated regions (Boger & Sternberg 2005; Meijerink et al. 2007). Ledger et al. (2021) found some supporting evidence for factor of two enhancements in CN/HCN ratios toward the nuclei of some starbursting galaxies and ULIRGs. In contrast, we find no such evidence for variations in CN/HCN in NGC 4526, or in CN/CS or HCN/HCO+ for that matter, even though there is an AGN in the center of the galaxy and a faint X-ray point source as well (Kim et al. 2019). The AGN in NGC 4526 may simply be faint enough that its effects on molecular line ratios are restricted to regions smaller than our current resolution.

In light of evidence that CS emission is enhanced in photodissociation regions (PDRs) (e.g., Lintott et al. 2005; Meier & Turner 2005), it has been suggested that CS might trace star formation activity even better than a standard dense gas tracer such as HCN. For example, Davis et al. (2013a) found that CS is enhanced relative to HCN in galaxies whose ionization is more strongly dominated by star formation activity than by an AGN. That study used unresolved single-dish measurements of the molecular lines and traced star formation activity through integrated [O iii]/Hβ line ratios. With our new ALMA data we can also test whether this trend applies in an internal, spatially resolved manner. NGC 4526 displays a wide range of [O iii]/Hβ values (Figure 16), from log([O iii]/Hβ) = −0.85 in its northwest quadrant to −0.2 in its nucleus and even higher values outside the molecular disk. However, we find no evidence of variable CS/HCN ratios anywhere in the galaxy, and no significant difference between the northwest quadrant and other parts of the galaxy. While the integrated measurements in NGC 4526 are consistent with a trend between low [O iii]/Hβ and high CS/HCN, the internally resolved measurements do not follow such a trend.

Figure 16.

Figure 16. Three-millimeter continuum emission contours, overlaid on the [O iii]/Hβ line ratio from the SAURON/ATLAS3D data (Sarzi et al. 2006). The contours are the same as those in Figure 2. The prominent [O iii]/Hβ minimum is coincident with young blue stars but not with any enhanced continuum; these observations may support our interpretation that the 3 mm continuum is mostly dust rather than free–free emission.

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The above discussion also highlights the fact that it is not yet clear whether internal variations of [O iii]/Hβ in NGC 4526 trace stochasticity in the star formation rate in the last ∼10 Myr, shocks, metallicity variations, or something else. The lowest [O iii]/Hβ ratios are on the receding side of the galaxy, which is the side with brighter CO emission (Figure 7). However, the asymmetry in [O iii]/Hβ is not reflected in the 3 mm continuum emission or in the 24 μm dust emission (Young et al. 2009). Additional work on other star formation tracers will be required before NGC 4526 can give a clear conclusion about CS/HCN and star formation activity or about internal variations in star formation efficiency.

6.3. CH3OH and HNCO—Shock Tracers

Our new measurements of 12CO/CH3OH in NGC 4526 broadly confirm the single-dish measurements of Davis et al. (2013a). NGC 4526 is relatively faint in CH3OH emission compared to the other early-type galaxies in that sample. We find hints that the distribution of CH3OH in NGC 4526 may be different from that of the other molecules; the integrated intensity (Figure 8) suggests a broader extent of CH3OH in the minor-axis direction compared to that of the other species, so the 12CO/CH3OH ratios in the galaxy are systematically higher on the major axis (∼110) than on the minor axis (∼40). But CH3OH is very faint and this suggestion should be verified with higher-sensitivity data. Similarly, there are hints that some tracers such as CH3OH and HNCO(5−4) are brighter in the far-receding and near-approaching quadrants of the galaxy than in the other two quadrants, suggestive of a bar structure, and those features will be explored in a future paper.

Meier & Turner (2005) have argued that HNCO is also a shock tracer, like CH3OH. At present there are few other HNCO detections in early-type galaxies, but for comparison purposes we note that the 12CO/HNCO(4−3) and HCN/HNCO(4−3) line ratios in NGC 4526 have similar values to those found in the nearby starburst galaxy NGC 253 (Meier et al. 2015) and in the early types NGC 4710 and NGC 5866 (Topal et al. 2016). Interestingly, NGC 253 also suggests that the low-J transitions of HNCO might be anticorrelated with vigorous star formation activity; Meier et al. (2015) found a central deficit in HNCO(4−3), which they interpreted as a signature of excitation effects in high-temperature molecular gas and/or photodissociation of HNCO in the vicinity of the starburst. In NGC 4526, in contrast, we find higher HNCO(4−3) intensities (relative to 12CO) in the center of the galaxy, but constant HCN/HNCO(4−3) ratios. The interpretation of this radial trend is not entirely clear. If the majority of the star formation activity is just exterior to the molecular ring, as suggested by the young blue stars and the [O iii]/Hβ ratios, then the lower HNCO intensities in the outer disk of NGC 4526 could be consistent with high-temperature and/or photodissociation effects in PDRs. But the constancy of HCN/HNCO(4−3) instead suggests that PDR effects are not the dominant drivers of the radial behavior of HNCO in NGC 4526.

7. Physical Conditions in the Molecular Gas

7.1. CO Isotopologues

We have spatially resolved data on four CO isotopologue transitions [12CO(1−0), 12CO(2−1), 13CO(1−0), and C18O(1−0)] plus a single-dish measurement of the 12CO(2−1)/13CO(2−1) line ratio (4.6 ± 0.7; Crocker et al. 2012), and we use these data to explore the physical conditions in the CO-emitting gas. We use the RADEX code (van der Tak et al. 2007) to compute predicted line ratios for a variety of physical conditions and a Markov Chain Monte Carlo (MCMC) sampler (Foreman-Mackey et al. 2013) to estimate maximum likelihood parameters with their uncertainties. The details are in Appendix B, and we summarize the results here.

The conditions in the CO-emitting gas of NGC 4526 are most tightly constrained in the molecular ring. There we estimate the column density of 12CO to be log N(12CO) [cm−2] = 18.0 ± 0.3. (Strictly speaking, RADEX constrains the ratio of the column density to the line width, Nv. We assume a line width of 30 km s−1 in this part of the galaxy, based on the velocity dispersions along the major axis in Figure 6.) The quoted uncertainty contains 68% of our inferred probability distribution. We also find the H2 volume density to be log ${n}_{{{\rm{H}}}_{2}}$ [cm−3] = 2.4 ± 0.4 and the kinetic temperature to be Tkin > 10 K. The density and temperature are still not particularly well constrained since we do not have observations of the (2−1) transitions in an optically thin line. Despite that limitation, the isotopologue abundances can be constrained. We find the [12CO/13CO] abundance ratio to be ${7.8}_{-1.5}^{+2.7},$ an unusually low value; values between 20 and 60 are much more common for nearby spirals (Section 9.1). We find the optical depth of 13CO(1−0) to be a relatively high value of ${\tau }_{13}={1.1}_{-0.5}^{+0.9}$. The derived value of the [13CO/C18O] abundance ratio in the molecular ring is ${6.2}_{-0.6}^{+0.8}$.

We also find strong evidence for a radial gradient in [13CO/C18O], as we infer values of ${5.7}_{-0.6}^{+0.7}$ in the nucleus (r ≲ 2'') and ${9.2}_{-1.0}^{+1.0}$ at the outer edge of the disk. Those abundances are approximately 15% higher than the corresponding observed line intensity ratios because of the optical depths in 13CO(1−0).

We find no particularly strong evidence for a gradient in [12CO/13CO]. Our inferred value for the outer disk is ${6.5}_{-1.3}^{+3.0},$ which is entirely consistent with the measurement in the ring. This abundance ratio is more poorly constrained in the nucleus because of the lower brightness temperatures and the broader allowed range of kinetic temperatures, but the marginalized probability distribution peaks at [12CO/13CO] ∼ 6.3 in the nucleus. The lack of a gradient in [12CO/13CO] is a bit surprising, as there is some expectation for lower [12C/13C] ratios in the centers of galaxies. Measurements and models for the Milky Way are presented by Romano et al. (2019), for example. Further discussion of abundance ratio gradients is made in Section 9.

As is commonly found in other galaxies, the conditions that reproduce the CO isotopologue intensities in NGC 4526 do not reproduce the observed intensities of the high-density tracers. For example, using the density, temperature, and column density appropriate to the molecular ring, and typical abundances of [CO/H2] ≈ 10−4 and [HCN/H2] ≈ 10−8 (Meier et al. 2015), we predict HCN(1−0) intensities on the order of 1 mK. The observed intensities are roughly 0.5 K. Thus, these data are consistent with the usual paradigm that high-density tracers arise in a significantly different "phase" of molecular gas from that traced by CO isotopologues.

7.2. HNCO

We detect two transitions of HNCO, (40,4−30,3) and (50,5−40,4), whose rest frequencies are 87.925237 GHz and 109.9057490 GHz, respectively. They provide some constraints on the excitation temperature of the high-density molecular gas. The (5−4) transition requires careful treatment as it is close to C18O(1−0), and the velocity width of NGC 4526 necessitates careful masking.

The HNCO(5−4)/(4−3) line ratio measured from the global spectra (Figure 7) is 0.92 ± 0.11. There is no evidence for significant radial variation (Figure 13). In optically thin LTE, that ratio implies excitation temperatures in the range of 7.4 K to 12.5 K (Mangum & Shirley 2015, Equations (27) and (32)). Simple estimates of the HNCO optical depths suggest that they are probably around 1, as we discuss in Section 7.4; if this assumption is accurate, the allowed temperatures fall in a slightly expanded range of 5.4 K to 13.4 K. Of course, higher temperatures are required if the density is too low to establish LTE.

This excitation temperature estimate from HNCO is consistent with the conditions inferred from CO above, which are Tkin > 10 K. Lapham & Young (2019) also found an excitation temperature of 15.7 ± 2.0 K from the [C i](1−0) and (2−1) lines in NGC 4526, and the dust temperature from the FIR spectral energy distribution in Figure 3 is 25.1 ± 0.8 K (Nersesian et al. 2019). As noted by Hacar et al. (2020), we might expect somewhat higher temperatures inferred from CO or [C i] than from a high-density tracer like HNCO, as CO and [C i] should be preferentially emitted from the lower-extinction, warmer outer regions of clouds. Our temperature estimates in NGC 4526 confirm this general picture.

7.3. HCN/HNC

The HCN/HNC line ratios in NGC 4526 are consistent with a constant value everywhere in the disk; of the pixels with detections in both lines, the median ratio is 2.4 and the dispersion is 0.5. Binned measurements range from 2.06 ± 0.02 to 3.2 ± 0.6 at r < 12''. These values are not unusual for extragalactic sources (e.g., Eibensteiner et al. 2022, and references therein). The critical densities of the two species are similar, so we do not expect substantial differences in their excitations.

Several authors (e.g., Hirota et al. 1998; Graninger et al. 2014; Hacar et al. 2020) have argued that the primary driver of variations in HCN/HNC line ratios, for typical interstellar molecular conditions, will be abundance variations caused by preferential destruction of HNC at warmer temperatures. At the low temperatures relevant here, the mechanism should be gas-phase reactions of HNC with neutral atoms. Hacar et al. (2020) demonstrate that HCN/HNC line ratios are an effective indicator of the gas kinetic temperature, and they provide a calibration relating the observed line ratio to the temperature. For the line ratios measured in NGC 4526 the inferred temperatures are 20 to 24 K over most of the disk.

The calibration in Hacar et al. (2020) is derived from studies in Orion, and it is also roughly consistent with results from other molecular clouds (Jin et al. 2015) and protoplanetary disks (Graninger et al. 2015). However, there is some doubt about whether extragalactic observations, which naturally include a wide variety of environments, can also be interpreted using a calibration derived from individual molecular clouds. The temperatures inferred from the HCN/HNC thermometer in NGC 4526 are roughly a factor of 2 higher than those inferred from the HNCO transitions. Discrepancies of similar magnitude are found in other extragalactic studies (Eibensteiner et al. 2022), which also conclude that HCN/HNC may not be reliable for extragalactic temperature measurements. In principle, HNCO measurement is less susceptible to systematic uncertainties as it utilizes two transitions from the same molecule. On the other hand, in our observational setup, HNCO measurement is more susceptible to calibration uncertainties as the lines are fainter and they are not observed simultaneously as HNC and HCN are. But all the available estimates suggest relatively low temperatures for the molecular gas in NGC 4526, with little to no evidence for radial trends.

7.4. CN Hyperfine Blends and Implications for the Other High-density Tracers

The 3 mm (N = 1−0) spectral lines of CN consist of a set of hyperfine components that are grouped into two main blends, one with $J=\tfrac{3}{2}-\tfrac{1}{2}$ around 113.49 GHz and one with $J=\tfrac{1}{2}-\tfrac{1}{2}$ around 113.19 GHz. The ratios of these two blends can be used to infer the optical depths of the CN lines; the optically thin limit in LTE is I $\left(J=\tfrac{3}{2}-\tfrac{1}{2}\right)$/I $\left(J=\tfrac{1}{2}-\tfrac{1}{2}\right)$ = 2.0, so deviations from that value imply significant optical depths (e.g., Tang et al. 2019). Previous observations suggested that most observed 12CN is optically thin (Wilson 2018, and references therein), though Martín et al. (2021) found evidence for optically thick CN emission in NGC 253, and Tang et al. (2019) found optical depths in the $J=\tfrac{3}{2}-\tfrac{1}{2}$ component as high as τ3/2 = 1.9 in their sample of three starburst galaxies.

Here we find even lower line ratios and higher optical depths in the center of NGC 4526. Figure 11 shows values for this CN blend ratio as low as 1.12 ± 0.16 in individual pixels in the center of the galaxy, or 1.16 ± 0.06 as computed from the position–velocity slices, rising to values consistent with 2.0 (the optically thin limit) at r > 5''.

In the LTE assumption, the low CN hyperfine blend ratios require τ3/2 ≥ 4.5 in the nucleus of NGC 4526. For typical abundances and column densities, the CN ratio also suggests an excitation temperature ≤20 K in the nucleus of NGC 4526; higher temperatures depopulate those low energy levels and the transitions become optically thin. This low temperature is also roughly consistent with the temperatures inferred from CO, [C i], and HNCO. If the excitation temperature is constant with radius, as suggested by the HNCO(5−4)/(4−3) line ratio, then the radial decrease in CN optical depth requires radial decreases in ${n}_{{{\rm{H}}}_{2}}$ of a factor of 30, or in N(CN) of a factor of 100, or some combination of both. If we also take the HCN/HCO+ ratio to be an indicator of density, then its constancy with radius suggests the CN optical depth changes should be attributable mostly to the CN column density, and perhaps to variations in the CN abundance.

Large optical depths in CN in the center of NGC 4526 also imply large optical depths in other high-density tracers. For example, if the abundance ratio [CN/HCN] falls in the range of 1 to 5 (e.g., Liszt & Lucas 2001; Meier et al. 2015), and if LTE applies, then we expect the optical depth of HCN(1−0) to be between 1.2 and 6 times that of the CN 113.49 GHz blend. In other words, we expect the optical depth of HCN(1−0) to be at least in the range of 5 to 30. Similar comments apply to HCO+ and HNC. Jiménez-Donaire et al. (2017b) found comparably high optical depths in HCN and HCO+ in some nearby spirals, based on observations of those species' 13C isotopologues.

High optical depths might explain the unusual lack of radial trends in any of the ratios involving two high-density tracers in NGC 4526. Implications for the use of an HCN/HNC thermometer such as that in Hacar et al. (2020) are not clear, since that proposed thermometer is based on a purely empirical calibration. In contrast, if [CN/HNCO] is ∼1 (Meier et al. 2015), the optical depth of the HNCO(5−4) and (4−3) transitions should be between 0.2 and 0.4 times that of CN. Thus, the HNCO lines are probably somewhat thick (τ ∼ 1) in the nucleus of NGC 4526 and the HNCO temperature estimate from Section 7.2 should still be reliable.

8. Dust and CO/H2 Conversion Factors

With an assumed dust emissivity and a gas-to-dust mass ratio, the total dust and H2 masses can be obtained from dust continuum emission (e.g., Hildebrand 1983; Leroy et al. 2011, and many others). In the case of NGC 4526, we have argued (Section 4) that at least half of the 3 mm continuum is dust emission, so the image in Figure 2 can give loose constraints on the resolved H2 column density estimates and CO/H2 conversion factors. Here we assume all of the extended 3 mm continuum is dust emission. We use the modified blackbody emissivity model for NGC 4526 from the Dustpedia results (Nersesian et al. 2019): they show a dust temperature of 25.1 ± 0.8 K and a mass of (4.38 ± 0.58) × 106 M, assuming a distance of 15.35 Mpc. These values derive from an emissivity of 0.640 m2 kg−1 (250 μm/λ)1.79, which also predicts 7.4 × 10−3 m2 kg−1 at 99 GHz and gives a remarkably accurate prediction of the observed 3 mm flux density. We also assume an H2/dust mass ratio of 100, based on the results of Cortese et al. (2016) for the Virgo Cluster and Hi deficient galaxies of stellar mass above 1010.5 M.

Figure 17 shows the resolved CO-to-H2 conversion factors αX inferred for the three isotopologues under the assumptions detailed above. Table 4 also gives representative statistics for all of the pixels that have 3 mm continuum emission detected at a signal-to-noise ratio > 3, and that are free of synchrotron contamination (projected radius r > 2.6'', which is 1.3 × FWHM). Our estimated αCO value for 12CO(1−0) in NGC 4526 is 5.6 ± 1.2 M pc−2 (K km s−1)−1, which is just 30% larger than the "standard" Milky Way value of 4.3 in the same units (e.g., Leroy et al. 2011). The result suggests that 12CO emission in NGC 4526 is just a bit fainter than usual, for a given H2 surface density. Estimated values for αCO under different assumptions may be scaled by noting that it is proportional to the gas/dust ratio and the fraction of the continuum intensity that is assumed to be dust, and that it is inversely proportional to the dust emissivity. For example, if only half of the continuum comes from dust, our inferred value of α for 12CO(1−0) drops to 2.8 ± 0.6 M pc−2 (K km s−1)−1. As a consistency check, Utomo et al. (2015) found that an αCO value of 4.4 M pc−2 (K km s−1)−1 suggests that most of the molecular clouds in NGC 4526 are in virial equilibrium.

Figure 17.

Figure 17. The colored points are individual pixels' 12CO(1−0)/H2, 13CO(1−0)/H2, and C18O(1−0)/H2 conversion factor values, calculated from the ratio of the matched-resolution dust continuum image to the integrated intensity line images described in the text. Fainter symbols have lower signal-to-noise ratios. Black error bars show the median and mean absolute deviation in radial bins. As in Figures 10 through 13, these are deprojected radii. A typical Milky Way value is also indicated (e.g., Leroy et al. 2011).

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Table 4. Estimated CO/H2 Conversion Factors and Abundances

Species αX log N [X/H2]
  (cm−2) 
12CO5.6 ± 1.217.7–18.27.7E−6 – 2.6E−5
13CO19.3 ± 4.116.9–17.31.1E−6 – 2.8E−6
C18O108 ± 2916.1–16.51.9E−7 – 4.4E−7

Notes. The values of αX are quoted for the (1–0) transitions in units of M pc−2 (K km s−1)−1. They represent the median and mean absolute deviations of the selected pixels, as described in the text. The column densities N are 68% confidence intervals from the RADEX/MCMC analysis (Section 7 and Appendix B) for conditions in the molecular ring, and they have not been deprojected to face-on values. The abundances [X/H2] in the last column are also ranges propagated from the column density intervals, and the value in parentheses is the exponent.

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Furthermore, as the RADEX/MCMC analysis gives confidence intervals on the species' column densities, the H2 column density can be used to infer the species' abundances. In a continuum image at 99.33 GHz and 2farcs0 resolution, the surface brightness at r = 5'' is 0.12 ± 0.01 mJy beam−1. Using the dust emissivity and gas/dust ratio described above, this specific intensity corresponds to an H2 column density of 1.4 × 1022 cm−2, or 300 M pc−2 (including helium). Both of those values have been deprojected to face-on column densities assuming an inclination of 78° (Section 5). The dust-derived H2 column densities then give the CO isotopologue abundances listed in the last column of Table 4. For 12CO, the inferred abundance ranges from [12CO/H2] ≈ 8 × 10−6 to 3 × 10−5, roughly factors of 3 to 10 lower than the "standard" Milky Way abundance of 8.5 × 10−5 (Frerking et al. 1982). The inferred 12CO abundance is proportional to the dust emissivity but is inversely proportional to the gas/dust ratio and to the fraction of the continuum that is assumed to be dust. Thus, for example, if only half of the 3 mm continuum emission came from dust, the 12CO abundance would be ≈2 × 10−5 to 6 × 10−5 and would be closer to the Milky Way value.

Our quoted 12CO abundance in NGC 4526 is farther from the "standard" Milky Way value than one might expect, given that αCO is fairly close to the Milky Way value. In this context it is worthwhile to note that the 12CO abundance calculation takes optical depths into account, because it is based on the RADEX/MCMC results. In contrast, the αCO calculation uses the raw line intensities and does not account for variations in optical depth. Lower-than-usual 12CO optical depths in NGC 4526 might explain relatively normal αCO values despite low 12CO abundances.

We do not place much significance on the differences between the αCO and [12CO/H2] values for NGC 4526 and the Milky Way, because the uncertainties associated with this analysis are very large. In Section 4 we suggest that a free–free contribution at 100 GHz might mean that the dust surface brightnesses are half of the observed intensities. Dust emissivities are also highly uncertain at these wavelengths (Cigan et al. 2019); the slightly different modified blackbody parameters of Auld et al. (2013) produced a difference of a factor of 3 in the inferred αX values and the H2 column density, and Clark et al. (2019) also found evidence for variations in the dust emissivity within an individual galaxy. The RADEX/MCMC column densities are also, strictly speaking, not as well constrained as the ratios Nv, and we have used line widths Δv estimated from the outer part of the disk, where there is little kinematic beam smearing affecting the line widths. Finally, estimates of gas/dust mass ratios find wide variations of at least a factor of 30, and sometimes 100, between different galaxies (Cortese et al. 2016; Lianou et al. 2019), and it is difficult to know how much of that variation is real and how much is noise. Recent theoretical work suggests that much of it may be real (Whitaker et al. 2021).

In the context of these uncertainties, we simply comment that the inferred αX values and CO isotopologue abundances found here are roughly consistent with the values assumed in Section 5, and they are similar to those of the spirals of the Local Group (Leroy et al. 2011), and at our 150 pc resolution there is little to no evidence for strong internal variations within the disk of NGC 4526.

9. Discussion

9.1. Whole-galaxy Integrated Properties

Most of the molecular line ratios we have measured in NGC 4526, along with the inferred molecular abundances and CO/H2 conversion factors, are similar to those found in nearby spirals. In that broad sense, the molecular gas properties of NGC 4526 are consistent with the idea that at some time before it entered the Virgo Cluster it may have looked very much like a spiral galaxy. (In this discussion we make the underlying assumption that it did not acquire gas after entering the cluster, so whatever gas it contains now is gas that it either carried into the cluster upon entry or regenerated internally from stellar mass loss.)

One striking exception to the above analogy with spirals is the very low 12CO(1−0)/13CO(1−0) line ratio and the low inferred abundance ratios [12CO/13CO] = ${7.8}_{-1.5}^{+2.7}$ and ${6.5}_{-1.3}^{+3.0}$. For comparison, estimated [12C/13C] abundances in nearby spirals and the Milky Way tend to range from 20 to 60 (e.g., Romano et al. 2019; Tang et al. 2019; Martín et al. 2019, 2021; Teng et al. 2021). In this regard, NGC 4526's status as a longtime, virialized resident of the Virgo Cluster is particularly relevant. Crocker et al. (2012) and Alatalo et al. (2015) noticed that Virgo Cluster early-type galaxies have systematically lower 12CO/13CO line ratios than field early-type galaxies or spirals; Crocker et al. (2012) suggested these low ratios might be caused by ram pressure stripping, which could remove a diffuse, optically thin component of the molecular gas. In the case of NGC 4526, the Hi deficit (Section 2) is also consistent with such stripping. Our analysis confirms that the 13CO(1−0) emission is quite thick, with ${\tau }_{13}={1.1}_{-0.5}^{+0.9}$. It is not yet clear whether the low abundance ratio [12CO/13CO] ≈ 7 was established before or after NGC 4526 entered the cluster. It would be interesting to compare that ratio to the expected nucleosynthetic yields, as NGC 4526 has much older stellar populations than the star-forming galaxies that commonly feature in isotopic analyses.

In contrast to 12CO/13CO, the 13CO/C18O line ratios and abundances in NGC 4526 are similar to those found in spirals. Zhang et al. (2018) recently suggested that 13CO/C18O line ratios might be used as indicators of the initial mass function (IMF), as 18O originates in more massive stars than 13C, and both isotopologues are expected to have optically thin transitions. Our analysis of NGC 4526 offers a cautionary note, since the optical depth in 13CO(1−0) might be as large as 2.0. Romano et al. (2019) also note that uncertainties in nucleosynthetic yields, especially for 18O, make it difficult to arrive at firm conclusions regarding the IMF. Qualitatively and generally speaking, though, we would expect that recent star formation activity should drive down the [13CO/C18O] ratio, which should then creep back upward over several gigayears. This general idea seems to suggest that NGC 4526 ought to have higher [13CO/C18O] ratios than spirals, as it has a lower specific star formation rate, but quantitative models will be needed for a testable hypothesis.

9.2. Structures within NGC 4526

Outside of the nucleus, the most prominent structure in the molecular gas distribution of NGC 4526 is the ring at r ∼ 5.3'' (400 pc); the peak 12CO(1−0) and (2−1) intensities in the ring match those in the galaxy nucleus. Here we refer to the region interior to the ring as the inner disk and the region on the exterior as the outer disk. Until further kinematic studies are done, the origin of the ring and its possible dynamical significance are not clear. However, we note that the most prominent star formation activity in NGC 4526, as traced by blue stars (Figure 4) and low [O iii]/Hβ ratios (Figure 16), is found just outside the molecular ring. Figure 11 shows that the CN emission is optically thick in the inner disk and thin in the outer disk, but at present it is not clear whether the change in optical depth is directly driven by the star formation activity or whether it is unrelated. Optical depth estimates in other high-density species would also be interesting in this regard.

The resolved data in this paper also show strong radial gradients in all of the line ratios between 12CO and other non-CO species. In this regard, there does not appear to be a qualitative difference between the inner disk and the outer disk. However, there may be a qualitative difference between the inner disk and the outer disk in terms of the CO isotopologues. Figure 10 and Appendix B suggest that 13CO and C18O are well mixed in the inner disk, and the majority of radial variation (a factor of 1.6 in abundance, or 1.8 in the line ratio) occurs only in the outer disk at r > 400 pc. In this subsection we discuss some of the plausible interpretations of the [13CO/C18O] abundance gradient and the different behaviors in the inner and outer disks.

For comparison, Jiménez-Donaire et al. (2017a) have presented data on resolved 13CO/C18O line ratios in a small handful of nearby spiral galaxies. They analyzed line ratios, not abundances, but they argued that their lines are probably optically thin so that the line ratios are good proxies for abundances. Most of their nearby spirals show large-scale radial gradients in 13CO/C18O, with generally rising profiles that have values of 4 to 6 in their centers and values of 10 to 20 at ≈6 kpc. On smaller scales, their ALMA data sometimes show strong local variations within the inner 3 kpc; two interesting cases show 13CO/C18O rising by a factor of two and then falling again, producing a local maximum at about 700 pc. Clearly, nearby galaxies show a variety of behaviors in these isotopic line ratios, and the line ratios should be sensitive diagnostics of conditions within their disks.

Isotope-selective photodissociation is frequently mentioned as a possibility for explaining spatial variations in isotopic line ratios (e.g., Rodríguez-Baras et al. 2021). Jiménez-Donaire et al. (2017a) dismiss it in their cases on quantitative grounds. In NGC 4526, the sense of the [13CO/C18O] abundance gradient is such that explaining it with isotope-selective photodissociation would require stronger UV fields in the outer part of the molecular disk. That might be plausible in a spiral whose colors become increasingly bluer at large radii, but it seems unlikely for an early-type galaxy. Furthermore, isotope-selective photodissociation should produce an increase in [12CO/13CO] with radius, and we do not observe that effect.

Another astrochemical process that can affect isotopologue abundances is fractionation (e.g., Viti et al. 2020); in regions where the temperature is fairly low but C+ is still available for ion–molecule reactions, CO molecules can be preferentially enhanced in 13CO relative to 12CO. Langer et al. (1984) found the process is important for T ≲ 35 K, and the higher ionization potential of oxygen means this process affects the C isotopes but not the O isotopes. Thus the effect would be expected to produce mirror-image radial trends in [12CO/13CO] and [13CO/C18O]; if one increases with radius, the other should decrease. Jiménez-Donaire et al. (2017a) favor this process as an explanation for the large-scale rising 13CO/C18O line ratios they observe over several kiloparsecs in spiral galaxy disks, but they do not yet have the corresponding [12CO/13CO] abundance estimates to test the hypothesis. In the case of NGC 4526, our temperature estimates from CO, HNCO, and [C i] are all low enough to make the fractionation process relevant. However, the dramatic radial increase in [13CO/C18O] is not mirrored by a similarly strong decrease in [12CO/13CO]. Thus it also seems unlikely that fractionation alone drives the [13CO/C18O] gradient in NGC 4526.

It is also possible that the steep radial gradient in [13CO/C18O] in the outer disk of NGC 4526 reflects a compression effect driven by the galaxy's presence in the Virgo Cluster. Specifically, Tonnesen & Bryan (2009) note that hydrodynamical interactions between a spinning galaxy disk and the nonrotating ICM must inevitably result in angular momentum transfer from the rotating gas disk to the ICM, causing the disk gas to gradually spiral inward. In their simulated case with the highest ICM thermal pressure, this effect makes the outer edge of the gas disk creep inward from 20 kpc to 12 kpc over 1 Gyr, even in the absence of any ram pressure stripping. If the gas annuli creep inward at similar radial velocities, this process could compress the gas disk while maintaining preexisting abundance gradients. It is interesting to speculate, therefore, whether the [13CO/C18O] gradient in the disk of NGC 4526 represents several kiloparsecs' worth of typical spiral galaxy abundance pattern gradients, radially compressed into the current 1 kpc disk. Any compression on that scale must also have been accompanied by ram pressure stripping, though, as the gas surface densities and volume densities are not unusual (Sections 5 and 7.1). Furthermore, secular evolution within the disk of NGC 4526 has probably been complicated by the presence of a bar (Michard & Marchal 1994; Ferrarese et al. 2006); the bar has been identified based on boxy/peanut-shaped isophotes (Figure 1), and it might have driven the formation of the molecular ring.

Finally, the radial gradient in [13CO/C18O] in NGC 4526 might be driven by recent star formation activity in the inner disk, increasing the 18O abundance there. A detailed test of this idea would benefit from a higher-resolution image of an extinction-free or at least extinction-corrected star formation tracer, and from analysis of gravitational instabilities in the molecular disk. At the moment we simply note that the most obvious blue stars and low [O iii]/Hβ ratios are located not in the inner disk, where the [13CO/C18O] abundance is lowest, but just exterior to the molecular ring. The displacement is reminiscent of features sometimes seen in spiral arms, where blue stars are displaced downstream of the arm ridgeline traced by molecular gas. In general, early-type galaxies are not obvious targets for detailed studies of the star formation process. However, NGC 4526's long residence in the Virgo Cluster (its interactions with the ICM) and its very deep internal potential well (its unusually high circular velocity) make it an interesting target for star formation and chemical evolution studies.

10. Summary

We present new ALMA observations of continuum emission and several molecular species in the dusty disk of the Virgo Cluster early-type galaxy NGC 4526; the species include CO and its isotopologues, CN, CS, HCN, HCO+, HNC, HNCO, and CH3OH.

The 3 mm continuum emission shows a nuclear point source with a spectral index of −1.07 ± 0.02, which is clearly synchrotron emission from an AGN that is also detected in X-rays and in lower-frequency radio emission. We also find low surface brightness continuum emission from an extended disk; this disk emission has a strongly rising spectral index, and its flux density is a remarkably good match to the long-wavelength extrapolation of a modified blackbody that fits the FIR flux densities. We therefore estimate that 50% to 100% of this extended 3 mm continuum is dust emission, and the remainder is probably free–free emission.

The resolved molecular disk structure shows a nuclear peak and a bright ring at r ∼ 5'' (0.4 kpc); assuming a CO/H2 conversion factor of 4.3 M pc−2 (K km s−1)−1, the deprojected molecular surface densities in the nucleus and in the ring are 240 M pc−2 at 75 pc resolution. The molecular disk also shows modest asymmetries, kinematic disturbances, and evidence for a bar, and those kinematic features will be discussed in a future paper.

The 12CO(1−0)/13CO(1−0) line ratio in NGC 4526 is one of the lowest ever observed outside of the Local Group, at 3.5 ± 0.35, and it is remarkably constant throughout the disk. In contrast, 13CO(1−0)/C18O(1−0) shows typical values but an unusually steep gradient; it is nearly constant within the molecular ring (r < 5'') but exterior to that it rises by almost a factor of two over only a 0.6 kpc radius.

We carry out RADEX modeling of the CO isotopologues and employ Bayesian analysis with an MCMC sampler to estimate posterior probability distributions for the physical parameters in the CO-emitting gas. The current set of transitions strongly constrain the [13CO/C18O] abundance ratio to be ${5.7}_{-0.6}^{+0.7}$ in the inner disk (r < 2'') and ${9.4}_{-0.9}^{+1.1}$ at a radius of 1 kpc; those uncertainties are 68% confidence intervals. The [12CO/13CO] abundance ratio is poorly constrained in the innermost regions of the disk but is found to be ${7.8}_{-1.5}^{+2.7}$ at r ≈ 5'' and ${6.5}_{-1.3}^{+3.0}$ at r ≈ 12'', and these values are a factor of three lower than those typically found in nearby spirals.

We find volume densities ${n}_{{{\rm{H}}}_{2}}$ = 250 cm−3 ± 0.4 dex and Tkin > 10 K in the CO-emitting gas. The 13CO(1−0) line is moderately optically thick, with τ13 ≈ 1 and possibly as high as 2. Our temperature estimates from the CO lines are consistent with those from the FIR [C i] transitions and from CN (see below). We also infer temperatures in the range of 5.4 K to 13.4 K from HNCO(5−4)/(4−3). These estimates roughly follow the expected pattern that high-density tracers should show lower temperatures than CO or [C i], reflecting the origins of high-density tracers in the darker and colder interiors of molecular clouds. The uniformly low temperatures are also consistent with general expectations based on the galaxy's low star formation rate.

NGC 4526 is relatively bright in the high-density tracers HCN, CN, and especially CS; it is relatively faint in the shock tracers CH3OH and HNCO. We find no measurable enhancements in high-density ratios like CN/HCN or HCN/HCO+ (or indeed anything else) toward the AGN, when they are measured at 150 pc resolution. The one possible exception to that statement is a tentative rise in 12CO(2−1)/(1−0) toward the nucleus, but that analysis is complicated by uncertain continuum subtraction in the (2−1) data. It has also been suggested that CS/HCN might be enhanced in regions of star formation activity, but we find no evidence for any spatial variations in that ratio either. Line ratios between any two high-density tracers are remarkably constant within NGC 4526.

NGC 4526 also has an unusually high optical depth in the 3 mm CN(N = 1−0) lines. We find an extremely low (J = 3/2−1/2)/(J = 1/2−1/2) ratio of 1.12 ± 0.16 in the nucleus, rising to values consistent with 2.0 outside the molecular ring (r > 5''). An assumption of LTE requires temperatures ≤ 20 K in order to reproduce the low line ratio in the nucleus, and it suggests the optical depth in the 3/2−1/2 transition is τ3/2 ≥ 4.5. For typical abundance ratios, this value then suggests that HCN(1−0), HCO+(1−0), and HNC(1−0) should also be very thick, with ${\tau }_{\mathrm{HCN}\ 1-0}$ in the range of 5 to 30. Extragalactic observations rarely find such high values, and it is not clear why NGC 4526 would be unusual in this respect.

Motivated by the good match between the modified blackbody fit and the extended 3 mm continuum flux density, we assume a dust emissivity and a gas/dust ratio in order to infer dust-based H2 surface densities and CO/H2 conversion factors αCO. Column density estimates for the CO isotopologues, from the RADEX/MCMC analysis, then allow us to estimate the abundances of the CO species. The values have large uncertainties of at least a factor of a few, but at that level they are consistent with other values inferred for nearby spirals. We find no particular evidence for internal variations in αCO or the gas/dust ratio, though we cannot estimate those quantities toward the nucleus because of the dominant synchrotron continuum component there.

In many respects, the molecular properties of NGC 4526 are consistent with its being a heavily stripped descendant of something that used to look like a large spiral galaxy. Its unusually low [12CO/13CO] abundance ratios and typical [13CO/C18O] ratios provoke questions about the processing of its molecular gas in the Virgo Cluster. Its deep potential well (high circular velocity) should protect its molecular gas from stripping more effectively than would be the case in lower-mass spirals, though, so it is not obvious whether the galaxies that are currently being stripped in the Virgo Cluster will end up looking like NGC 4526 in the future. Future work on isotopologues in other cluster galaxies, in combination with chemical enrichment models, will be particularly valuable for understanding the history and the processing of galaxies in clusters.

We thank Martin Bureau for many fascinating and productive conversations about early-type galaxies. This paper makes use of the following ALMA data: ADS/JAO.ALMA#2017.1.01108.S and ADS/JAO.ALMA#2018.1.01599.S. ALMA is a partnership of ESO (representing its member states), NSF (USA) and NINS (Japan), together with NRC (Canada), MOST and ASIAA (Taiwan), and KASI (Republic of Korea), in cooperation with the Republic of Chile. The Joint ALMA Observatory is operated by ESO, AUI/NRAO and NAOJ. The National Radio Astronomy Observatory is a facility of the National Science Foundation operated under a cooperative agreement by Associated Universities, Inc.

Facilities: ALMA, CARMA, IRAM.

Appendix A: Verification of 12CO(2–1) Data

The 12CO(2–1) data used here were obtained with the CARMA telescope at a resolution of 0farcs25 by Davis et al. (2013b). A smoothed version of the data was also used in the dynamical analysis of Davis & McDermid (2017). As the uv coverage of the data is significantly different from that of the other lines studied here, we check whether the CARMA images might have missed significant flux by comparing them to a single-dish spectrum from the IRAM 30 m telescope (Combes et al. 2007). We convolve the CARMA data cube to the 12'' resolution of the 30 m at 230 GHz, ensuring proper flux retention by appropriate normalization of the convolution kernel. The spectra of the individual pixels in the convolved cube then simulate what the 30 m would have observed if it were pointed at that location. The technique can account for both pointing offsets and the fact that the 30 m beam is smaller than the size of the molecular disk. The results are shown in Figure 18 for a location 1farcs6 northwest of the galaxy nucleus, a location chosen by eye to reproduce the degree of asymmetry in the 30 m spectrum. (Larger offsets produce stronger asymmetry and smaller offsets produce weaker asymmetry.) An offset of 1.6'' is well within the expected pointing performance of the 30 m telescope. 7 The good match achievable between the actual 30 m spectrum and the simulated one suggests the CARMA 12CO(2–1) data do not miss significant flux due to missing short spacings. Indeed, in a source like this with such strong rotation, the emission in each individual channel is effectively unresolved in the direction of the local velocity gradient.

Figure 18.

Figure 18.  12CO(2–1) spectra of NGC 4526. The original CARMA spectrum is integrated over the full region of emission as defined by 12CO(1–0) and 13CO(1–0) detections in the ALMA data. We show also the original IRAM 30 m 12CO(2–1) spectrum and a simulated version of a single-dish spectrum recreated from the CARMA data cube by convolving and applying a modest pointing offset.

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A second issue for the 12CO(2–1) images is that continuum subtraction was not performed on the original data because it was primarily used for kinematic work, and the limited available bandwidth did not provide enough sensitivity in line-free channels to detect any continuum emission. But we can now estimate the strength of the 230 GHz continuum, based on the 100 GHz continuum and FIR flux density measurements. As described in Section 4, the 99 GHz continuum image at 2farcs0 resolution (Figure 2) contains roughly 1.9 ± 0.1 mJy in an extended disk with a spectral index of +1.8 and 4.7 ± 0.1 mJy in a nuclear point source with a spectral index of −1. Uncertainties in the way the flux density is partitioned are difficult to estimate because they involve interpolating the disk under the point source, so the quoted uncertainties may well be underestimates. Extrapolating those flux densities using their estimated spectral indices suggests 11 mJy of total continuum emission at 230 GHz, of which roughly 2 to 4 mJy would be the nucleus and the rest would be the disk. Alternatively, the modified blackbody fits, which use a steeper effective spectral index for the disk emission, predict roughly 40 mJy at 230 GHz (Figure 3).

We construct a model 230 GHz continuum image including 30 mJy in an elliptical Gaussian mimicking the size and shape of the dust disk, plus 4 mJy in a nuclear point source. This level of continuum emission is below the detection limits of the CARMA data. We then subtract this model continuum image from the CARMA data cube and compare analyses with and without the estimated continuum. The continuum subtraction makes a 10% difference in the integrated 12CO(2–1) flux (221 ± 6 Jy km s−1 compared to 245 ± 6 Jy km s−1). It also makes a 35% difference in the nuclear peak integrated intensity (8.1 ± 0.7 Jy beam−1 km s−1 at 1.12'' resolution versus 11.0 ± 0.7 Jy beam−1 km s−1). Resolved line ratio measurements outside of the nucleus are indistinguishable in the two cases, as the disk has low surface brightness and the line emission outside of the nucleus has relatively narrow velocity support. The values presented in the paper are computed after the estimated continuum has been subtracted.

Appendix B: RADEX + MCMC Analysis

We investigate the physical conditions in the CO-emitting gas through the RADEX non-LTE code, which carries out iterative solutions of the level populations and the line radiation using an escape probability formalism (van der Tak et al. 2007). We compute the line intensities and optical depths for the J = 1−0 and 2−1 transitions in 12CO,13CO, and C18O for a grid of physical conditions, giving the relevant line ratios as functions of those physical conditions. The grid spans volume densities ${n}_{{{\rm{H}}}_{2}}$ = 50 to 106 cm−3 in steps of 0.215 dex, kinetic temperatures Tkin = 3.0 to 80 K in steps of 0.071 dex, and column densities N(12CO) = 8 × 1015 to 8 × 1019 cm−2 in steps of 0.067 dex. For a fiducial [12CO/H2] abundance of 8 × 10−5 (e.g., Frerking et al. 1982), the corresponding total column densities are N(H2) = 1 × 1020 to 1 × 1024 cm−2. We also assume a fixed line width of 30 km s−1, which is similar to the line width in the outer parts of the galaxy, where there is little beam smearing (Figure 6). In this context we note that the RADEX calculations in fact depend only on the ratio of the column density to the line width, so we show fiducial column densities N(12CO) in the figures but in fact the fundamental parameter of physical relevance is N(12CO)/Δv. The corresponding column densities can be easily calculated for other line widths with a simple scaling. The grid also spans [12CO/13CO] abundance ratios of 3.4 to 400 and [13CO/C18O] of 2.0 to 27, both in steps of 0.067 dex. This grid strategy is very similar to that employed by Teng et al. (2021), though independently coded.

We then compare the predicted line ratios to observed quantities and use an MCMC sampler (emcee; Foreman-Mackey et al. 2013) to estimate posterior probability distributions on the relevant physical parameters in the molecular gas. Sampling using the adaptive Metropolis algorithm of Cappellari et al. (2013) produces results that are indistinguishable from those of emcee. In both cases, the sampler interpolates in the RADEX grids to evaluate predicted intensities, line ratios, and the likelihood at each set of physical conditions it explores. We assume flat priors on the logs of the parameters, over the range of conditions spanned by the RADEX grids.

The observations we use as constraints are the 12CO(1−0) intensity and the line ratios 12CO(1−0)/13CO(1−0), 12CO(1−0)/C18O(1−0), 13CO(1−0)/C18O(1−0), 12CO(2−1)/12CO(1−0), and 12CO(2−1)/13CO(2−1). As the beam is larger than the typical size of a molecular cloud, beam dilution may make the observed 12CO(1−0) brightness temperature lower than the intrinsic radiation temperature for the line. We account for the beam filling factor by using an asymmetric distribution for the TB contribution to the model likelihood. Specifically, the other measurements' contributions to the model likelihood are symmetric Gaussians, with their measurement uncertainties characterizing the width of the distributions, but for TB we use a Gaussian below the measured value and a flat distribution above the measured value. All predicted line intensities that are higher than the measured value are thus considered equally likely, allowing for beam filling factors in the range 0 ≤ f ≤ 1. In attempting to reproduce the other line ratios we are effectively assuming this beam filling factor is the same for all the isotopologues.

The 12CO(2−1)/13CO(2−1) line ratio also deserves some comment; it is not measured using resolved ALMA data like the other line ratios, but with the IRAM 30 m telescope (Crocker et al. 2012) so it is an average over a 12'' beam. The fact that the resolved measurements of 12CO(1−0)/13CO(1−0) and 12CO(2−1)/12CO(1−0) show no significant radial variation lends confidence to the assumption that 12CO(2−1)/13CO(2−1) may also be roughly constant over the disk of NGC 4526.

We carry out this analysis for three representative sets of conditions in NGC 4526. One set of values corresponds to the nuclear regions (r ≲ 2''), where the C18O intensity is relatively high, so the 13CO/C18O intensity ratio is low, and the 12CO(1−0) brightness temperature is lower than elsewhere in the galaxy (Section 5). Another set corresponds to values measured in the molecular ring at r ≈ 5'', where the 13CO/C18O intensity ratio is still low as in the inner disk but the 12CO(1−0) brightness temperature is at its highest. The third set of values corresponds to the outer disk, where the 13CO/C18O intensity ratio is relatively high and 12CO(1−0) brightness temperatures are intermediate between those of the nucleus and the ring.

Figures 19, 20, and 21 show corner plots for the posterior probability distributions for these conditions. Figure 19 is for the nucleus; it illustrates the classic degeneracy between density and kinetic temperature for driving excitation, due to the limited set of currently available line ratios and the fact that the 12CO brightness temperature does not provide strong constraints in the nucleus. The inferred posterior probability distribution for the [12CO/13CO] abundance ratio peaks at 6.3 in the nucleus, though there is a long asymmetric tail such that higher values are also permitted. The inferred [13CO/C18O] abundance ratio is, however, tightly constrained and almost independent of the other parameters; it is ${5.7}_{-0.6}^{+0.7}$ (the quoted uncertainties correspond to a 68% confidence interval). That value is 15% higher than the observed line ratio, due to the optical depth of the 13CO(1−0) line.

Figure 19.

Figure 19. Corner plot (Foreman-Mackey 2016) for the physical conditions reproducing the line ratios observed in the nuclear regions of NGC 4526, r ≲ 2''. The gray-scale intensities and corresponding marginalized histograms show the density of samples obtained by the MCMC sampler. The label "log N" refers to the log of the 12CO column density in cm−2, for an assumed line width of 30 km s−1 FWHM; "log n" refers to the H2 density in cm−3; T is the kinetic temperature in K; "[12/13]" is the [12CO/13CO] abundance ratio; "[13/18]" is the [13CO/C18O] abundance ratio; and τ13 is the optical depth of the 13CO(1–0) line. The column densities have not been deprojected to face-on values. The optical depth is, of course, a dependent parameter rather than an independent one, and it is shown for reference because it guides our interpretations of the line ratios. Above the one-dimensional histograms, titles give the medians of the samples of each parameter and the uncertainties quoted indicate the range between the 16% and 84% quantiles in the cumulative distributions (dashed black lines). In the panels showing [13CO/C18O], orange dashed lines indicate the values derived for the nuclear regions and blue dashed lines show the values for the outer edge of the disk. The measured parameters used for this analysis are shown in the upper right corner of the figure.

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The conditions in the ring (Figure 20) include higher brightness temperatures, which give tighter constraints on the excitation. Here the line ratios suggest relatively low densities for the molecular gas, with ${n}_{{{\rm{H}}}_{2}}$ ∼ 250 cm−3 ± 0.4 dex and Tkin > 10 K. The improved constraints on ${n}_{{{\rm{H}}}_{2}}$ and Tkin also help to constrain the [12CO/13CO] abundance ratio, which we find to be ${7.8}_{-1.5}^{+2.7}$. We also find a [13CO/C18O] abundance of ${6.2}_{-0.6}^{+0.8}$, consistent with the value in the nucleus. These conditions require 13CO(1−0) to be moderately optically thick, with ${\tau }_{13}={1.1}_{-0.5}^{+0.9}$. As a check on the plausibility of those conditions, we note that the density ${n}_{{{\rm{H}}}_{2}}$, the column density N(12CO), and a typical CO abundance of 10−4 give a line-of-sight thickness of 12 pc. That value is reasonable for a giant molecular cloud; additional discussion can be found in Teng et al. (2021). Finally, in the outer disk (Figure 21) we infer ${n}_{{{\rm{H}}}_{2}}$, Tkin, and [12CO/13CO] values similar to those in the ring, with [12CO/13CO] = ${6.5}_{-1.3}^{+3.0},$ but substantially higher [13CO/C18O] abundances of ${9.4}_{-0.9}^{+1.1}.$

Figure 20.

Figure 20. Corner plot for the conditions in the molecular ring, at r ≈ 5''. Labels and lines have the same meanings as in Figure 19.

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Figure 21.

Figure 21. Corner plot for the outer molecular disk of NGC 4526. Labels and lines have the same meanings as in Figure 19.

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In short, we find strong evidence for a radial gradient in the [13CO/C18O] abundance ratio, increasing to larger values at larger radii; the change is a factor of 1.6 over 1 kpc. The gradient is shallower in the inner disk and steeper in the outer disk, with the majority or perhaps all of the gradient occurring exterior to the ring. In contrast, we find no compelling evidence for a radial gradient in the [12CO/13CO] ratio, as our two inferred values of ${7.8}_{-1.5}^{+2.7}$ and ${6.5}_{-1.3}^{+3.0}$ are consistent with each other given their uncertainties. However, those [12CO/13CO] abundance ratios are unusually low. If they reflect an intrinsic [12C/13C] ratio ≈ 7, then this isotopologue ratio in NGC 4526 is at least a factor of three lower than those in the centers of most nearby spirals (e.g., Martín et al. 2019). Additional discussion of the implications of these isotopologue measurements is made in Section 9.

Figure 22 also presents (${n}_{{{\rm{H}}}_{2}}$ and Tkin) slices of the five-dimensional RADEX model volume, with contours indicating the measurements we are attempting to explain. We construct each panel by identifying the most likely values for the 12CO column density and [12CO/13CO] and [13CO/C18O] abundance ratios for each set of modeled conditions. (Specifically, we use the median values of the marginalized posterior probability distributions, as indicated in the histogram titles in Figures 19 and 20.) The slice locations are fixed at the grid values closest to the medians in those three parameters. As usual (e.g., Teng et al. 2021) the maxima in the individual one-dimensional marginalized distributions do not necessarily correspond to the maximum likelihood solution in the whole model volume, but they are close enough to be used as reasonable plausibility checks to illustrate the properties of our solutions. For improved constraints on the temperature of the gas, and thus on its density, we suspect that it would be most helpful to have high-resolution measurements of the 13CO(2−1) and C18O(2−1) lines.

Figure 22.

Figure 22. Representative slices of the RADEX model volume, corresponding to the nucleus (left) and the molecular ring at r ≈ 5'' (right). Contour lines mark the conditions that reproduce the measured values. The gray bands around each contour line are within ±1σ of the measured line ratios; for the 12CO(1−0) brightness temperature measurement, the pink shaded region is the allowed region with predicted brightness temperatures higher than the measured value and an inferred beam filling factor in the range 0 ≤ f ≤ 1. Darker pixels thus have higher likelihood. Additional information is in the text.

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Footnotes

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10.3847/1538-4357/ac7149