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OPTICAL COUNTERPARTS OF THE NEAREST ULTRALUMINOUS X-RAY SOURCES

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Published 2013 May 9 © 2013. The American Astronomical Society. All rights reserved.
, , Citation Jeanette C. Gladstone et al 2013 ApJS 206 14 DOI 10.1088/0067-0049/206/2/14

0067-0049/206/2/14

ABSTRACT

We present a photometric survey of the optical counterparts of ultraluminous X-ray sources (ULXs) observed with the Hubble Space Telescope (HST) in nearby (≲5 Mpc) galaxies. Of the 33 ULXs with HST and Chandra data, 9 have no visible counterpart, placing limits on their MV of ∼ −4 to −9, enabling us to rule out O-type companions in 4 cases. The refined positions of two ULXs place them in the nucleus of their host galaxy. They are removed from our sample. Of the 22 remaining ULXs, 13 have one possible optical counterpart, while multiple are visible within the error regions of other ULXs. By calculating the number of chance coincidences, we estimate that 13 ± 5 are the true counterparts. We attempt to constrain the nature of the companions by fitting the spectral energy distribution and MV to obtain candidate spectral types. We can rule out O-type companions in 20 cases, while we find that one ULX (NGC 253 ULX2) excludes all OB-type companions. Fitting with X-ray irradiated models provides constraints on the donor star mass and radius. For seven ULXs, we are able to impose inclination-dependent upper and/or lower limits on the black holes' mass, if the extinction to the assumed companion star is not larger than the Galactic column. These are NGC 55 ULX1, NGC 253 ULX1, NGC 253 ULX2, NGC 253 XMM6, Ho IX X-1, IC342 X-1, and NGC 5204 X-1. This suggests that 10 ULXs do not have O companions, while none of the 18 fitted rule out B-type companions.

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1. INTRODUCTION

In the late 1970s and early 1980s the Einstein telescope was used to perform studies of normal galaxies, which revealed the presence of X-ray luminous non-nuclear objects that were brighter than those in our own Galaxy (Fabbiano 1989). These objects were later termed ultraluminous X-ray sources (ULXs; e.g., Makishima et al. 2000). Although studies of these luminous sources have continued for more than 30 yr, their nature is still unclear (e.g., Roberts 2007; Gladstone 2010; Feng & Soria 2011). It has been confirmed that many of these sources contain accreting black holes (Kubota et al. 2001), but currently the masses of the compact objects are still unknown. Their luminosities (LX ≳ 1039 erg s−1) preclude the possibility that we are observing isotropic, sub-Eddington, accretion onto a stellar mass black hole (sMBH; comparable to the Galactic sMBHs, 3 ≲ MBH ≲ 20 M), which has led to the idea that we may be observing intermediate-mass black holes (IMBHs; 102–104 M; Colbert & Mushotzky 1999). An alternative is that we may instead be observing massive stellar remnant black holes (MsBHs; Feng & Soria 2011; defined as the end product from the death of a single, current generation star; MBH ≲ 100 M; e.g., Fryer & Kalogera 2001; Heger et al. 2003; Belczynski et al. 2004) that are approaching, breaking, or circumventing the Eddington limit.

X-ray analysis has been exhaustive, with early XMM-Newton observations providing both spectral and timing evidence viewed as supporting IMBHs. Analysis of their X-ray spectra revealed the presence of cool disk emission, in combination with a power law, a combination used effectively to study Galactic sMBH systems. However, here the disk temperature appeared much cooler than that of sMBHs, suggesting IMBHs (e.g., Miller et al. 2003, 2004; Kaaret et al. 2003). Meanwhile, X-ray timing analysis revealed the presence of quasi-periodic oscillations (QPOs) in M82 X-1, M82 X42.3+59, and NGC 5408 X-1 (Casella et al. 2008; Feng et al. 2010; Strohmayer et al. 2007), something observed in both Galactic sMBH and SMBH systems, that seems to scale with black hole mass (e.g., McClintock & Remillard 2006; McHardy et al. 2006; van der Klis 2006). Combining both the spectral and timing analysis of these sources indicated that ULXs were hosts to IMBHs (e.g., Dheeraj & Strohmayer 2012). However, recent timing studies of ULXs show that many of these systems appear to have suppressed intra-observational variability (Heil et al. 2009), while spectral studies of higher quality data have indicated the presence of a break above 3 keV, a feature that would not be expected if we were viewing sub-Eddington accretion onto an IMBH (e.g., Stobbart et al. 2006; Gladstone et al. 2009). Instead, we have suggested that this combination of new X-ray spectral and timing features describes a new super-Eddington accretion state, the so-called ultraluminous state (Roberts 2007; Gladstone et al. 2009; Roberts et al. 2010). This is echoed in the re-analysis of NGC 5408 X-1, which shows that the spectra, power spectral density, and rms spectra of this source are better matched to models of super-Eddington accretion than sub-Eddington accretion onto an IMBH (Middleton et al. 2011a). In Middleton et al. (2011b), the authors reported on the analysis of XMM flux-binned data from M33 X-8, and suggested a similar two-component spectral fit. The spectral evolution and timing properties are unlike those of the standard sub-Eddington accretion states, leading the authors to invoke the onset of an extended photosphere and a wind to explain the observed data (photosphere and/or outflow dominated, as predicted in models of super-Eddington accretion; e.g., Begelman et al. 2006; Poutanen et al. 2007).

Although recent X-ray analysis seems to be pointing toward the presence of MsBHs, more direct evidence is required. An attractive method is that used to confirm the first known Galactic black hole, Cygnus X-1. Following Murdin & Webster (1971), we must first find the potential optical counterpart photometrically. Optical spectroscopic follow-up can then be performed to gain dynamical mass estimates for the system (Webster & Murdin 1972; Bolton 1972; Paczynski 1974). Such techniques have been used repeatedly with success in our Galaxy, e.g., van Paradijs & McClintock (1995) and Charles & Coe (2006), and more recently on the extra-galactic source IC 10 X-1 (Prestwich et al. 2007; Silverman & Filippenko 2008). If we could apply this method to ULXs, we could settle the debate over the mass of the black holes contained within these systems.

Here, we use optical observations to identify and classify the optical counterparts to ULXs. The identification of unique counterparts is not trivial, as many of these objects reside in crowded stellar fields (Liu et al. 2009), which is unsurprising given their apparent association with star-forming regions (Fabbiano et al. 2001; Lira et al. 2002; Gao et al. 2003; Swartz et al. 2009). This suggests that we may be looking for young companions, a theory supported by recent results finding a prevalence for blue companions to these ULXs indicative of OB-type stars (e.g., Liu et al. 2004; Grisé et al. 2006; Roberts et al. 2008), but it should be noted that such a blue color may be partly due to contamination by reprocessed X-rays from the accretion disk or stellar surface (e.g., Copperwheat et al. 2005, 2007; Madhusudhan et al. 2008; Patruno & Zampieri 2010; Grisé et al. 2012).

To date much of the analysis of potential counterparts has focused on individual source and/or their host galaxies (e.g., Ho II X-1, Kaaret et al. 2004; NGC 1313 X-2, Mucciarelli et al. 2005; Liu et al. 2007; Grisé et al. 2008; Impiombato et al. 2011; NGC 5408 X-1, Lang et al. 2007; M51 population, Terashima et al. 2006; Antennae galaxy, Zezas et al. 2002; Cartwheel galaxy, Gao et al. 2003), while only a small number of larger surveys have taken place (e.g., Ptak et al. 2006; Swartz et al. 2009; Tao et al. 2011).

Spectroscopic follow-up has begun for some of these sources, although only a small number have been published to date. Roberts et al. (2001) studied the counterpart of NGC 5204 X-1, finding a blue, almost featureless spectrum, with similar featureless spectra found for other sources (e.g., NGC 1313 X-2, Zampieri et al. 2004; Roberts et al. 2011; Ho IX X-1, Grisé et al. 2011; Roberts et al. 2011; NGC 5408 X-1, Kaaret & Corbel 2009; Cseh et al. 2011; Grisé et al. 2012). This suggests that the light is non-stellar in origin (see Figure 1 in Roberts et al. 2011; J. C. Gladstone et al., in preparation), indicating that the light may be dominated by emission from the accretion disk. Nevertheless, the search for dynamical mass constraints has continued, as a number of spectra contain the He ii 4686 Å high excitation line. This line has been associated with accretion disks in Galactic sources, and has been used successfully to gain such mass constraints in the past (e.g., GRO J1655−40; Soria et al. 1998). Initial results from the optical analysis of multi-epoch spectra of two ULXs (NGC 1313 X-2 and Ho IX X-1) have detected radial velocity variations; however, they may not be sinusoidal (Roberts et al. 2011; J. C. Gladstone et al., in preparation). Studies have also been performed on the optical counterpart to ULX P13, in NGC 7793 (Motch et al. 2011). Here variations in the He ii line are also present, but superimposed on a photospheric spectrum. This reveals the possible presence of a late B-type supergiant companion of between 10 and 20 M (Motch et al. 2011). Again, radial velocity variations were detected for this source, with further data and analysis required to confirm its period and nature.

To date the confirmation of black hole mass has proved elusive for known counterparts. This paper seeks to find more potential counterparts for further study. We focus our search on nearby galaxies, in order to have the best chance of finding unique optical counterparts, while maximizing the potential for photometric and spectroscopic follow-up of these systems.

This paper is organized as follows. First, we outline the sample selection, and the data reduction processes (Sections 2 and 3). We then go on to combine optical and X-ray imaging data to identify all possible counterparts in Section 4. Section 5 applies multiple techniques to classify these candidate counterparts, while Section 6 presents a discussion of our results, implications of the analysis, and routes for further study.

2. SAMPLE SELECTION

We compiled a complete list of the known ULXs, drawing from a number of ULX catalogs available in the public domain, including Roberts & Warwick (2000), Swartz et al. (2004), Liu & Mirabel (2005), Liu & Bregman (2005), Ptak et al. (2006), and Winter et al. (2006). A concise primary list was formed by merging duplicate identifications and removing any sources for which subsequent research has indicated that a ULX was not present (based on luminosity criteria, or the object later being identified as a non-ULX, e.g., a foreground star or background quasar).

Many of the optical counterparts identified to date are faint (≳24 mag; Roberts et al. 2008). Therefore, we place an additional distance constraint on our sample of 5 Mpc, to allow for potential photometric and spectroscopic follow-up. At this distance, a B0 V star would have an apparent magnitude of 24.4 (MV = −4.1; Zombeck 1990), so more distant objects would be impractical for spectroscopic studies with current international ground-based facilities.

We retain the ULXs residing within NGC 3034 (M82) in our sample as some distance estimates have indicated that this galaxy may be located within 5 Mpc (e.g., ∼3.6 Mpc; Freedman et al. 1994). This provides a sample of 45 nearby ULXs that we list in Table 1, along with their published luminosities, distances, Galactic absorption, and extinction columns for both the optical and X-ray bands. We also include extra-galactic or total NH columns for each source, as found via literature search (where available). It is not clear where the additional absorbing material is located, as it could be gas clouds in the host galaxy, or associated with the ULX itself (e.g., photosphere/wind).

Table 1. The ULX Sample Listed by Distance

Source Alternative Names R.A. Decl. da NHb E(BV)c NHd LXe
(J2000) (J2000) (Mpc) (1039 erg s−1)
NGC 598 ULX11 Source 37 01 33 50.9 +30 39 37 0.98 4.59 0.042 3.6 E9 2.5 αXI7
  Source 710                
  M33-X-811                
  CXOUJ013351.0+30393712                
NGC 55 ULX12 NGC 55 613 00 15 28.9 −39 13 19 1.742 1.71 0.014 23.9 E9 1.3 αX2
  XMMU J001528.9−39131914                
NGC 4190 X13   12 13 45.4 +36 37 55 2.83 1.54 0.030 12 T15 2.31 βRP3
NGC 253 ULX11 NGC 253 PSX-11 00 47 34.0 −25 16 37 3.03 1.42 0.019 N/A 1.2 epsilonC14
  CXOUJ004734.0−25163716                
NGC 253 ULX21 NGC 253 PSX-21 00 47 33.0 −25 17 49 3.03 1.42 0.019 20 T4 5.7 αXI4
  NGC 253 X23                
  NGC 253 XMM14                
  CXOUJ004733.0                
  −25174916                
  S1021                
NGC 253 ULX31 NGC 253 PSX-31 00 47 33.4 −25 17 22 3.03 1.42 0.019 N/A 1.74 βRP3
  NGC 253 X13                
  CXOUJ004733.4−25172216                
NGC 253X203* NGC 253 ULX13 00 48 20.0 −25 10 10 3.03 1.52 0.019 N/A 2.37 βRP3
NGC 253XMM24* NGC 253 X93 00 47 22.4 −25 20 55 3.03 1.41 0.019 39 T4 2.7 αXI4
NGC 253XMM44*   00 47 23.3 −25 19 07 3.03 1.42 0.019 1.2 T4 2.2 αXI4
NGC 253XMM54* NGC 253 X73 00 47 17.6 −25 18 12 3.03 1.42 0.019 3.4 T4 2.2 αXI4
NGC 253XMM64 NGC 253 X63 00 47 42.8 −25 15 06 3.03 1.43 0.019 3.9 T4 3.1 αXI4
  RX J004742.5−25150117                
M81-X-61 NGC 3031 X93 09 55 33.0 +69 00 33 3.43 4.16 0.080 19 E9 3.84 δC7
  NGC 3031 ULX13                
  M81 XMM14                
  Source 77                
  CXOUJ095532.98                
  +690033.47                
Hol IX X-12 NGC 3031 ULX 21 09 57 54.1 +69 03 47 3.423 4.06 0.079 12.1 E9 13.4 γRP3
  M81-X-92                
  Hol IX XMM14                
  Source 177                
  NGC 3031 1018                
  H 4419                
  IXO 3420                
NGC 4395 ULX11 NGC 4395 X-13 12 26 01.9 +33 31 31 3.63 1.35 0.017 10.0 E22 1.73 γRP3
  NGC 4395 XMM14                
  Source 127                
  NGC 4395 X218                
  IXO 5321                
NGC 1313 X-11 NGC 1313 X23 03 18 20.0 −66 29 11 3.73 3.90 0.110 21.1 E9 1.3 αXI4
  NGC 1313 ULX13                
  Source 47                
  IXO 721                
NGC 1313 X-21 NGC 1313 ULX21 03 18 22.3 −66 36 04 3.73 3.90 0.085 21 E9 4.2 αXI4
  NGC 1313 X73                
  NGC 1313 ULX33                
  Source 57                
  IXO 821                
XMM J031747.6   03 17 47.6 −66 30 10 3.73 3.83 0.109 23 T5 1.6 epsilonX5
−6630105*                  
IC 342 X-16 PGC13826-X63 03 45 55.17 +68 04 58.6 3.93 31.1 0.565 55 E9 12.77 γRP3
  PGC 13826 ULX33                
  IC 342 XMM14                
  Source 27                
  IXO 2221                
  CXOUJ034555.7                
  +68045523                
  Source 1924                
IC 342 X-22 PGC13826-X73 03 46 15.0 +68 11 11.2 3.93 29.7 0.559 38 T4 8.43 αXI4
  IC 342 XMM24                
  IC 342 X-36                
  Source 2524                
  IC 342 X-1325                
IC 342 ULX21 PGC 13826 X13 03 46 48.6 +68 05 51.0 3.93 30.2 0.558 97 T4 2.57 γRP3
  IC 342 XMM34                
  Source 3824                
IC 342 X-46* PGC13826-X33 03 46 45.54 +68 09 51.7 3.93 29.5 0.557 44 T24 1.49 γRP3
  PGC 13826 ULX23                
  Source 3624                
IC 342 X-66 PGC13826-X23 03 46 57.17 +68 06 22.4 3.93 30.0 0.558 21 T24 1.21 γRP3
  PGC 13826 ULX13                
  IC 342 XMM44                
  Source 4424                
Circinus l ULX11 CG-X-11 14 13 12.3 −65 20 13.0 45 55.6 1.488 24 E28 24 3.72 δC7
  ULX 4226                
  CXOUJ141312.3                
  −65201327                
  U4328                
Circinus ULX31 CXOUJ141310.3 14 13 10.3 −65 20 17.0 45 55.6 1.468 <487 T27 1.4 βCI22
  −65201727                
Circinus ULX41 CXOUJ141310.4 14 13 10.4 −65 20 22.0 45 55.7 1.464 91 T27 2.09 βC22
  −65202227                
Circinus XMM14* Source 17 14 12 54.2 −65 22 55.3 45 55.2 1.028 101 T4 23 αXI4
Circinus XMM24*   14 12 39.2 −65 23 34.3 45 55.1 0.891 112 T4 10.7 αXI4
Circinus XMM34*   14 13 28.3 −65 18 08.3 45 56.0 1.363 135 T4 14.5 αXI4
NGC 2403 X-11 NGC 2403 X23 07 36 25.55 +65 35 40.0 4.22 4.17 0.040 23.4 E9 1.73 δC8
  NGC 2403 ULX13                
  NGC 2403 XMM14                
  Source 68                
  Source 2129                
  CXOUJ073625.5                
  +65354030                
NGC 2403 XMM24* CXOUJ073650.0 07 36 50.2 +65 36 02.1 4.22 4.13 0.040 18 T4 1.6 αXI4
  +65360331                
NGC 5128 ULX13 NGC 5128 X43 13 25 19.9 −43 03 17.0 4.213 8.37 0.115 9.5 E28 9.27 γRP6
  IXO-7621                
  ULX 4026                
  U3528                
  CXOUJ132519.9                
  −43031732                
NGC 5128 X373*   13 26 26.16 −43 17 15.6 4.213 8.71 0.109 N/A 1.96 γRP3
NGC 5128 X383*   13 26 56.81 −42 49 53.6 4.213 8.41 0.095 N/A 1.97 γRP3
CXOUJ132518.3   1325 18.3 −43 03 03 4.213 8.63 0.110 10E18 1.4 αC7
−4303038                  
NGC 4736 XMM14 NGC 4736 X-16 12 50 50.2 +41 07 12.0 4.34 1.44 0.018 20 T28 17.9 γXI4
  NGC 4736 X-433                
  CXOUJ125050.3                
  +41071234                
Holmberg II X-11, 2 PGC 23324 ULX13 08 19 30.2 +70 42 18.0 4.52 3.41 0.032 7.9 E9 17 αX2
  Hol II XMM14                
  Source 287                
  IXO-3121                
  CXOUJ081928.99                
  +704219.430                
M83 XMM14 NGC 5236 X113 13 37 19.8 −29 53 49.8 4.73 3.78 0.066 6.5 E22 2.8 αXI4
  NGC 5236 ULX13                
  Source 247                
  IXO-8221                
  CXOUJ133719.8                
  −29534934                
M83 XMM24 NGC 5236 X63 13 36 59.4 −29 49 57.2 4.73 3.96 0.066 N/A 3.4 αXI5
  CXOUJ133659.5                
  −29495934                
NGC 5204 X-16 Source 237 13 29 38.6 +58 25 06.0 4.82 1.39 0.013 3.6 E9 4.4 αX2
  IXO 7721                
  CXOUJ132938.61                
  +582505.630                
NGC 5408 X-12 NGC 5408 ULX11 14 03 19.61 −41 22 59.6 4.84 5.67 0.069 2.9 E9 10.9 αXI4
  NGC 5408 XMM14                
  Source 257                
  J140319.606                
  −412259.57235                
NGC 3034 ULX31 CXOUJ095551.2 09 55 51.4 +69 40 44.0 5.23 3.98 0.159 1300 T36 12 βCI36
  +69404436                
NGC 3034 ULX41 ULX 1425 09 55 51.1 +69 40 45.0 5.23 3.98 0.159 320 T36 17 βCI36
  CXOUJ095551.07                
  +69404536                
NGC 3034 ULX51 ULX 1326 09 55 50.2 +69 40 47.0 5.23 3.98 0.159 113 T38 100 ζX38
  M82 X-137                
NGC 3034 ULX61 NGC 3034 X13 09 55 47.5 +69 40 36.0 5.23 3.99 0.160 67.1 T3 11.6 βCI36
  CXOUJ095546.6                
  69403734                
  CXOM82 J095547.5                
  69403639                
CXOUJ095550.6   0. 55 50.6 +69 40 44 5.23 3.98 0.159 260 T37 11.6 βCI37
+69404437                  

Notes. aDistance to host galaxy collated from literature search, with cut applied at 5 Mpc. NGC 3034 has been included due to uncertainties in this measurement. bGalactic absorption column (in units of 1020 cm−2) from Dickey & Lockman (1990) using the NASA HEASARC tool (this can be found at http://heasarc.gsfc.nasa.gov/cgi-bin/Tools/w3nh/w3nh.pl). cGalactic extinction values found using Schlegel et al. (1998) via NED extinction calculator (located at http://ned.ipac.caltech.edu/forms/calculator.html). Each is calculated at the position of the ULX. dTotal (T) or extra-galactic (E) absorption column (in units of 1020 cm−2) found via literature search. In cases where no value was found we list it as not available (N/A). eLuminosity of ULX, energy band, telescope, and comments relating to its calculation. Energy bands are noted as follows: α = 0.3–10.0 keV, β = 0.5–10.0 keV, γ = 0.3–8.0 keV, δ = 0.5–8.0 keV, epsilon = 0.3–7.0 keV, and ζ = bolometric luminosity. Telescope notation—C: Chandra; R: ROSAT; X: XMM-Newton. Luminosity annotation: I—intrinsic/unabsorbed luminosity; P—derived using webpimms. * Removed from sample due to lack of Chandra and/or HST data, see Section 3 for further details. References.1Liu & Mirabel 2005; 2Stobbart et al. 2006; 3Liu & Bregman 2005; 4Winter et al. 2006; 5Trudolyubov 2008; 6Roberts & Warwick 2000; 7Feng & Kaaret 2005; 8Sivakoff et al. 2008; 9Gladstone et al. 2009; 10Schlegel et al. 1998; 11Trinchieri et al. 1988; 12Grimm et al. 2005; 13Read et al. 1997; 14Stobbart et al. 2004; 15T. P. Roberts et al. (in preparation); 16Humphrey et al. 2003; 17Barnard et al. 2008; 18Vogler & Pietsch 1999; 19Radecke 1997; 20Immler & Wang 2001; 21Colbert & Ptak 2002; 22Stobbart et al. 2006; 23Roberts et al. 2004; 24Mak et al. 2011; 25Kong 2003; 26Ptak et al. 2006; 27Bauer et al. 2001; 28Berghea et al. 2008; 29Schlegel & Pannuti 2003; 30Swartz et al. 2004; 31Yukita et al. 2007; 32Kraft et al. 2001; 33Eracleous et al. 2002; 34Colbert et al. 2004; 35Kaaret et al. 2003; 36Kong et al. 2007; 37Strohmayer & Mushotzky 2003; 38Kaaret et al. 2006; 39Griffiths et al. 2000.

Download table as:  ASCIITypeset images: 1 2 3

Table 1 also indicates that the sources residing within 5 Mpc cover the majority of ULXs' X-ray luminosity range (LX ∼ 1039 to ∼1041 erg s−1, only excluding the new hyperluminous X-ray sources; e.g., Matsumoto et al. 2004; Farrell et al. 2009; Sutton et al. 2012). The X-ray luminosities listed within this table are taken from the references denoted in superscript. As the data are collated from published results we highlight inconsistencies in their calculation. Many are the observed X-ray luminosities, although some are intrinsic/de-absorbed (identified by "I"). The luminosities listed in Table 1 include values derived from observations using three separate X-ray telescopes (ROSAT: R, Chandra: C, and XMM-Newton: X), with detectors that are sensitive to differing energy ranges.

Liu & Bregman (2005) used the ROSAT archive in combination with the online tool webpimms7 to extrapolate a luminosity over the 0.3–8.0 keV energy range. In each case they used a photon index of 1.7 and Galactic NH. Luminosities calculated using webpimms are marked with a "P." The authors Swartz et al. (2004), Humphrey et al. (2003), and Bauer et al. (2001) each used data from the Chandra X-ray telescope to provide luminosities over the ranges 0.5–8.0, 0.3–7.0, and 0.5–10.0 keV ranges, respectively. Some authors provide 0.3–10 keV luminosities calculated using observations from the XMM-Newton telescope including Winter et al. (2006), Stobbart et al. (2006), and Feng & Kaaret (2005). Trudolyubov (2008) also used XMM-Newton, but considered only the 0.3–7.0 keV bandpass, while Strohmayer & Mushotzky (2003) calculated the bolometric luminosity for each source. Finally, Liu & Mirabel (2005) collated information from published works and so provide details of the observed peak luminosity over an identified range specific to each source (all luminosities taken from this work were calculated over the 0.5–10.0 keV energy range).

We searched the Chandra archive and Hubble Legacy Archive (HLA) for publicly available observations of each of the 45 sources (using data available in 2011 November). Twelve objects which lack Chandra and/or Hubble Space Telescope (HST) data are marked with an "*" in Column 1 of Table 1, and we do not discuss them further in this paper. We are left with a sample of 33 ULXs residing within 5 Mpc.

3. DATA COLLATION AND REDUCTION

With the inception of the HLA,8 designed to optimize the science from HST, we are able to collate pre-processed data. These data sets are produced using the standard HST pipeline products, which combine the individual exposures using the iraf task MultiDrizzle.9 Each field is astrometrically corrected (whenever possible), by matching sources in the field to one or more of three catalogs: Sloan Digital Sky Survey (SDSS), Guide Star Catalogue 2 (GSC2), and Two Micron All Sky Survey (2MASS), in order of preference. Information provided on the HLA pages states that this is only possible in ∼80% of the ACS–WFC fields, due to crowding or lack of matching sources, or sources that are unresolved from the ground (and therefore not present in the catalogs). As a result, we check and improve on these to produce the best possible astrometry.

To astrometrically correct these fields, it is important to have a number of sources in the field. We therefore opt to use observations with large fields of view wherever possible, and so select the HST instrument and detector based on these criteria. In order of preference, we select observations in available bands from the Advanced Camera for Surveys (ACS) Wide Field Camera (WFC), the Wide Field Planetary Camera 2 (WFPC2), and ACS High Resolution Camera (HRC).

Another consideration is the variability that occurs within these systems, which would affect the emission observed in the optical and UV bands. From the X-ray spectra of these systems, we see variability on longer inter-observational timescales of days to years (e.g., Fabbiano 2004). Such variability is likely to affect the optical and UV emission, as seen in Galactic X-ray binary systems (e.g., Charles & Coe 2006). However, the X-ray variability appears to be suppressed on shorter, intra-observational, timescales (Heil et al. 2009). Thus, we expect that near-simultaneous (≲24 hr) observations in multiple bands are unlikely to be significantly impacted by variability.

We fold these considerations into our observation selection criteria, awarding observations of multiple bands, over short timescales, higher priority. Where these were not available, different bands were selected from multiple observations, in order to give a fuller view of the source. In these cases we must seriously consider the potential impact of optical variability, as observations could have been made months, or even years apart (see Section 5.2). The observation IDs, instrument, date of observations and mode selection, filter band information, and exposure times for selected observations are listed in Table 2.

Table 2. Details of Observations Used to Locate Possible Optical Counterparts to Our ULX Sample

Source Chandra Expos. (ks) HLA Date of Instrument Filter Expos.
ObsID ObsID Instr. HST Obs (s)
NGC 598 ULX1 6376 93 06038_02 1995 Oct 2 WFPC2 F170W 1800
    ACIS-I 06038_02 1995 Oct 2 WFPC2 F336W 1800
      06038_02 1995 Oct 2 WFPC2 F439W 600
      06038_02 1995 Oct 2 WFPC2 F555W 160
      05464_05 1994 Sep 26 WFPC2 F814W 1280
NGC 55 ULX1 2255 59 09765_03 2003 Sep 23 ACS–WFC F606W 400
    ACIS-I 09765_03 2003 Sep 23 ACS–WFC F814W 676
NGC 4190 X-1 8212 25 11012_02 2008 Jan 7 WFPC2 F300W 4400
    HRC-I 11012_02 2008 Jan 7 WFPC2 F450W 4400
      11012_02 2008 Jan 8 WFPC2 F606W 1600
      10905_04 2008 Mar 21 WFPC2 F814W 4400
NGC 253 ULX1 969 14 05211_01 1994 May 29 WFPC2 F336W 820
    ACIS-S 10915_98 2006 Sep 13 ACS–WFC F475W 1482
      05211_01 1994 May 29 WFPC2 F555W 820
      10915_98 2006 Sep 13 ACS–WFC F606W 1508
      10915_98 2006 Sep 13 ACS–WFC F814W 1534
NGC 253 ULX2 3931 82 10915_98 2006 Sep 13 ACS–WFC F475W 1482
    ACIS-S 10915_98 2006 Sep 13 ACS–WFC F606W 1508
      10915_98 2006 Sep 13 ACS–WFC F814W 1534
NGC 253 ULX3 3931 82 05211_01 1994 May 29 WFPC2 F336W 820
    ACIS-S 10915_98 2006 Sep 13 ACS–WFC F475W 1482
      06440_01 1997 Jul 9 WFPC2 F502N 2400
      05211_01 1994 May 29 WFPC2 F555W 820
      10915_98 2006 Sep 13 ACS–WFC F606W 1508
      10915_98 2006 Sep 13 ACS–WFC F814W 1534
NGC 253 XMM6 3931 82 10915_97 2006 Sep 9 ACS–WFC F475W 1482
    ACIS-S 10915_97 2006 Sep 9 ACS–WFC F606W 1508
      10915_97 2006 Sep 9 ACS–WFC F814W 1534
M81 X-6 735 50 06139_01 1995 Jan 31 WFPC2 F336W 1160
    ACIS-S 10584_18 2006 Mar 22 ACS–WFC F435W 1200
      09073_01 2001 Jun 4 WFPC2 F555W 8000
      10584_18 2006 Mar 22 ACS–WFC F606W 1200
      09073_01 2001 Jun 4 WFPC2 F814W 8000
Hol IX X-1 9540 25 09796_03 2004 Feb 7 ACS–HRC F330W 2760
    ACIS-S 09796_03 2004 Feb 7 ACS–WFC F435W 2520
      09796_03 2004 Feb 7 ACS–WFC F555W 1160
      09796_03 2004 Feb 7 ACS–WFC F814W 1160
NGC 4395 ULX1 402 1.2 09774_ab 2004 Jun 12 WFPC2 F336W 2400
    ACIS-S 09774_0b 2006 Jun 12 ACS–WFC F435W 680
      09774_0b 2006 Jun 12 ACS–WFC F555W 680
      09774_0b 2006 Jun 12 ACS–WFC F814W 430
NGC 1313 X-1 2950 20 09796_a1 2003 Nov 17 ACS–HRC F330W 2760
    ACIS-S 09774_05 2004 Jul 17 ACS–WFC F435W 680
      09774_05 2004 Jul 17 ACS–WFC F555W 680
      10210_06 2004 Oct 30 ACS–WFC F606W 1062
      09774_05 2004 Jul 17 ACS–WFC F814W 676
NGC 1313 X-2 3550 14 09796_a2 2003 Nov 22 ACS–HRC F330W 2760
    ACIS-I 09796_02 2003 Nov 22 ACS–WFC F435W 2520
      09796_02 2003 Nov 22 ACS–WFC F555W 1160
      09796_02 2003 Nov 22 ACS–WFC F814W 1160
IC 342 X-1 7069 58 10579_b3 2005 Sep 2 ACS–HRC F330W 2900
    ACIS-S 10768_02 2005 Dec 16 ACS–WFC F435W 1800
      10768_02 2005 Dec 16 ACS–WFC F555W 1080
      10579_13 2005 Sep 2 ACS–WFC F606W 1248
      10768_02 2005 Dec 16 ACS–WFC F658M 2400
      10768_02 2005 Dec 16 ACS–WFC F814W 1080
IC 342 X-2 2936 2.8 10579_a5 2005 Sep 2 ACS–HRC F330W 2900
    HRC-I 10579_15 2005 Sep 2 ACS–WFC F435W 1248
      10579_15 2005 Sep 2 ACS–WFC F606W 1248
IC 342 ULX2 7069 58 06367_03 1996 Jan 7 WFPC2 F555W 520
    ACIS-S 05446_0j 1994 Nov 26 WFPC2 F606W 160
      06367_03 1996 Jan 7 WFPC2 F656N 800
      06367_03 1996 Jan 7 WFPC2 F675W 60
      06367_03 1996 Jan 7 WFPC2 F814W 520
IC 342 X-6 7069 58 08199_01 1999 Aug 14 WFPC2 F555W 2600
    ACIS-S 05446_0j 1996 Jan 7 WFPC2 F606W 160
      08199_01 1999 Aug 13 WFPC2 F814W 2600
Circinus ULX1 356 25 07273_01 1999 Apr 10 WFPC2 F502N 1800
    ACIS-S 07273_01 1999 Apr 10 WFPC2 F547M 60
      06359_08 1996 Aug 11 WFPC2 F606W 600
      07273_01 1999 Apr 10 WFPC2 F656N 1600
      07273_01 1999 Apr 10 WFPC2 F814W 40
Circinus ULX3 356 25 09379_64 2002 Dec 11 ACS–HRC F330W 1200
    ACIS-S 07273_01 1999 Apr 10 WFPC2 F502N 1800
      07273_01 1999 Apr 10 WFPC2 F547M 60
      06359_08 1996 Aug 11 WFPC2 F606W 600
      07273_01 1999 Apr 10 WFPC2 F656N 1600
      07273_01 1999 Apr 10 WFPC2 F814W 40
Circinus ULX4 356 25 09379_64 2002 Dec 11 ACS–HRC F330W 1200
    ACIS-S 07273_01 1999 Apr 10 WFPC2 F502N 1800
      07273_01 1999 Apr 10 WFPC2 F547M 60
      06359_08 1996 Aug 11 WFPC2 F606W 600
      07273_01 1999 Apr 10 WFPC2 F656N 1600
      07273_01 1999 Apr 10 WFPC2 F814W 40
NGC 2403 X-1 2014 35 10579_a3 2005 Oct 17 ACS–HRC F330W 2912
    ACIS-S 10579_03 2005 Oct 17 ACS–WFC F435W 1248
      10579_03 2005 Oct 17 ACS–WFC F606W 1248
NGC 5128 ULX1 7797 97 06789_a1 1997 Jul 27 WFPC2 F555W 480
    ACIS-I 10260_12 2004 Aug 11 ACS–WFC F606W 2370
      06789_a1 1997 Jul 27 WFPC2 F814W 450
CXOU J132518.3 7797 97 06789_a1 1997 Jul 27 WFPC2 F555W 480
−430304   ACIS-I 10260_12 2004 Aug 11 ACS–WFC F606W 2370
      06789_a1 1997 Jul 27 WFPC2 F814W 450
NGC 4736 XMM1 808 47 10402_06 2005 May 24 WFPC2 F336W 1800
    ACIS-S 09042_80 2001 Jul 2 WFPC2 F450W 460
      10402_06 2005 May 25 WFPC2 F555W 400
      09042_80 2001 Jul 2 WFPC2 F814W 460
Hol II X-1 1564 5 10522_03 2006 Jan 28 ACS–WFC F502N 1650
    ACIS-S 10522_03 2006 Jan 28 ACS–WFC F550M 1505
      10522_03 2006 Jan 28 ACS–WFC F658M 1680
      10522_03 2006 Jan 28 ACS–WFC F660N 1686
      10522_03 2006 Jan 28 ACS–WFC F814W 600
M83 XMM1 793 51 10579_a1 2006 Feb 25 ACS–HRC F330W 2568
    ACIS-S 10579_11 2006 Feb 25 ACS–WFC F435W 1000
      10579_11 2006 Feb 25 ACS–WFC F606W 1000
M83 XMM2 793 51 09774_af 2004 Jul 28 WFPC2 F336W 2400
    ACIS-S 09774_0f 2004 Jul 28 ACS–WFC F435W 680
      09774_0f 2004 Jul 28 ACS–WFC F555W 680
      09774_0f 2004 Jul 28 ACS–WFC F814W 430
NGC 5204 X-1 3943 5 09370_01 2002 Oct 29 ACS–HRC F220W 2720
    ACIS-S 09370_01 2002 Oct 28 ACS–HRC F435W 2600
      08601_39 2001 May 28 WFPC2 F606W 600
      08601_39 2001 May 28 WFPC2 F814W 600
NGC 5408 X-1 4557 5 08601_41 2000 Jul 4 WFPC2 F606W 600
    ACIS-S 08601_41 2000 Jul 4 WFPC2 F814W 600
NGC 3034 ULX3 8505 83 10776_24 2006 Mar 27 ACS–WFC F435W 450
    HRC-S 10776_24 2006 Mar 27 ACS–WFC F555W 350
      10776_24 2006 Mar 27 ACS–WFC F658M 1100
      10776_24 2006 Mar 27 ACS–WFC F814W 175
NGC 3034 ULX4 2933 18 10776_24 2006 Mar 27 ACS–WFC F435W 450
    ACIS-S 10776_24 2006 Mar 27 ACS–WFC F555W 340
      10776_24 2006 Mar 27 ACS–WFC F658M 1100
      10776_24 2006 Mar 27 ACS–WFC F814W 175
NGC 3034 ULX5 8505 83 10776_24 2006 Mar 27 ACS–WFC F435W 450
    HRC-S 10776_24 2006 Mar 27 ACS–WFC F555W 340
      10776_24 2006 Mar 27 ACS–WFC F658M 1100
      10776_24 2006 Mar 27 ACS–WFC F814W 175
NGC 3034 ULX6 379 9 10776_24 2006 Mar 27 ACS–WFC F435W 450
    ACIS-I 10776_24 2006 Mar 27 ACS–WFC F555W 340
      10776_24 2006 Mar 27 ACS–WFC F658M 1100
      10776_24 2006 Mar 27 ACS–WFC F814W 175
CXOU J095550.6 10542 118 10776_24 2006 Mar 27 ACS–WFC F435W 450
+694044   ACIS-S 10776_24 2006 Mar 27 ACS–WFC F555W 340
      10776_24 2006 Mar 27 ACS–WFC F658M 1100
      10776_24 2006 Mar 27 ACS–WFC F814W 175

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We also collated and downloaded Chandra observations for each of our ULX sample. Wherever more than one X-ray observation was available in the public archive, we chose the longest appropriate observation containing that source. In the case of transient ULXs this was not always the most recent observation of the field. The observation IDs, instrument setup, and exposure times for each of these X-ray observations are also listed in Table 2.

We attempt to improve the astrometry in order to maximize the chance of obtaining unique optical counterparts to these sources. We approach the optical data first, by checking and improving the astrometric corrections of each field using the iraf tools CCFIND, CCMAP, and CCSETWCS, in combination with either the 2MASS or USNO 2.0 catalogs (depending on the number of sources available in the field). This process also provides the average astrometric error (3σ) across the field.

We find that 14 of the 98 HST observations used in our analysis do not contain enough cataloged objects in the optical/ultraviolet fields of view to allow for accurate astrometry corrections. In these cases we compare the field to an alternative corrected observation in a similar waveband. We match sources in these observations and perform relative astrometry corrections using the iraf tools IMEXAM and GEOMAP. The tool GEOXYTRAN is then used to translate the position of the ULX to the relative field coordinates.

In the case of NGC 4190, we find that we are unable to correct the astrometry of any field by matching to known catalogs. We therefore opt to take advantage of the increased field of view afforded us by SDSS, collecting an image of this region from their archive. The astrometry of this image is corrected using the 2MASS catalog, and relative astrometry performed on each of the HST images. We note that where relative astrometry is required, the additional errors arising from this are also folded into our calculations.

The astrometry of the X-ray observations must also be checked. We chose to use the reduced primary data provided by the Chandra X-Ray Center (CXC). Each observation was checked for any known aspect offset.10 There is a small intrinsic astrometric uncertainty in Chandra observations, an error of 0farcs6 for ACIS-S, 0farcs8 in ACIS-I, 0farcs6 for HRC-S, and 0farcs5 for HRC-I fields (90% confidence region for absolute positional accuracy11). This known error is folded into the initial positional error calculation.

The X-ray astrometry can be further improved by cross-matching sources to the same catalogs used in the optical. The tool WAVDETECT was used to identify sources in the 0.3–7.0 keV energy band, within 6' of the target (in some cases we were forced to use a smaller region, details can be found in Table 3). We cross-correlated the positions of sources with >20 counts with the 2MASS or USNO catalogs (choice depending on which was used for the respective HST fields). Care was taken in the selection of sources, for example, galactic centers were considered unsuitable as it can be difficult to get accurate centroiding for such sources in the optical (e.g., NGC 4736; Eracleous et al. 2002).

Table 3. Details of Astrometric Corrections Applied and ULX Positions

Source No. of Matches ULX Positionc Filterd Positional Error
Matchesa Used?b R.A. Decl. R.A.e(i) Decl.e(ii)
NGC 598 ULX1 0 N 01 33 50.90 +30 39 36.76 F170W 0.79 0.81
          F336W 0.81 0.88
          F439W 0.91 0.91
          F555W 0.78 0.78
          F814W 0.68 0.71
NGC 55 ULX1 1 N1 00:15:28.90 −39:13:18.77 F606W 0.71 0.71
          F814W 0.71 0.66
    Y1 00:15:28.90 −39:13:18.78 F606W 0.45 0.45
          F814W 0.46 0.37
NGC 4190 X-1 0 N 12 13 45.27 +36 37 54.66 F300W 0.55 0.55
          F450W 0.58 0.58
          F606W 0.56 0.56
          F814W 0.57 0.57
NGC 253 ULX1 0 N 00 47 34.00 −25 16 36.35 F336W 0.65 0.71
          F475W 0.61 0.63
          F555W 0.77 1.09
          F606W 0.61 0.62
          F814W 0.60 0.62
NGC 253 ULX2 2 N2 00 47 32.97 −25 17 48.92 F475W 0.61 0.63
          F606W 0.61 0.62
          F814W 0.60 0.62
NGC 253 ULX3 2 N2 00 47 33.44 −25 17 21.99 F336W 0.63 0.71
          F475W 0.61 0.63
          F502N 0.71 0.87
          F555W 0.59 1.09
          F606W 0.61 0.62
          F814W 0.60 0.62
NGC 253 XMM6 2 N2 00 47 42.77 −25 15 02.15 F475W 0.61 0.63
          F606W 0.59 0.62
          F814W 0.57 0.60
M81 X-6 2 Y 09 55 32.94 +69 00 33.66 F336W 0.42 0.44
          F435W 0.41 0.44
          F555W 0.42 0.44
          F606W 0.42 0.44
          F814W 0.42 0.44
Hol IX X-1 2 Y 09:57:53.28 +69:03:48.31 F330W 0.39 0.38
          F435W 0.39 0.37
          F555W 0.25 0.38
          F814W 0.54 0.37
NGC 4395 ULX1 1 N3 12 26 01.44 +33 31 30.99 F336W 0.77 0.69
          F435W 0.50 0.58
          F555W 0.50 0.58
          F814W 0.50 0.58
NGC 1313 X-1 3 Y 03 18 20.02 −66 29 10.85 F330W 0.47 0.46
          F435W 0.46 0.46
          F555W 0.48 0.40
          F606W 0.28 0.25
          F814W 0.52 0.38
NGC 1313 X-2 4 Y 03 18 22.24 −66 36 03.61 F330W 0.95 0.76
          F435W 0.32 0.36
          F555W 0.42 0.32
          F814W 0.44 0.36
IC 342 X-1 4 Y 03:45:55.63 +68:04:55.42 F330W 0.58 0.62
          F435W 0.24 0.36
          F555W 0.21 0.35
          F606W 0.21 0.36
          F658M 0.23 0.36
          F814W 0.22 0.35
IC 342 X-2 2 N4 03 46 15.73 +68 11 12.65 F330W 0.65 0.69
          F435W 0.64 0.69
          F606W 0.65 0.70
  2 Y4 03 46 15.87 +68 11 12.92 F330W 0.25 0.60
          F435W 0.25 0.60
          F606W 0.27 0.61
IC 342 ULX2 4 N5 03 46 48.52 +68 05 46.83 F555W 0.67 0.67
          F606W 0.69 0.87
          F656N 0.62 0.67
          F675W 0.66 0.71
          F814W 0.61 0.67
IC 342 X-6 4 Y 03:46:57.41 +68:06:18.86 F555W 0.51 0.62
          F606W 0.56 0.66
          F814W 0.44 0.63
Circinus ULX1 4 N6 14 13 12.22 −65 20 13.85 F502N 0.55 0.57
          F547M 0.63 0.64
          F606W 0.56 0.57
          F656N 0.59 0.62
          F814W 0.55 0.56
Circinus ULX3 4 N6 14 13 10.26 −65 20 17.97 F330W 0.55 0.57
          F502N 0.55 0.57
          F547M 0.63 0.68
          F606W 0.56 0.57
          F656N 0.59 0.62
          F814W 0.55 0.56
Circinus ULX4 4 N6 14 13 10.33 −65 20 22.45 F330W 0.55 0.57
          F502N 0.55 0.57
          F547M 0.63 0.68
          F606W 0.56 0.57
          F656N 0.59 0.62
          F814W 0.55 0.56
NGC 2403 X-1 1 N7 07 36 25.57 +65 35 39.88 F330W 0.65 0.70
          F435W 0.65 0.70
          F606W 0.64 0.64
    Y7 07:36:25.52 +65:35:40.01 F330W 0.51 0.57
          F435W 0.51 0.57
          F606W 0.50 0.50
NGC 5128 ULX1 * N8 13 25 19.83 −43 03 16.20 F555W 0.81 0.84
          F606W 0.72 0.73
          F814W 0.82 0.82
    Y8 13 25 19.88 −43 03 16.25 F555W 0.62 0.66
          F606W 0.50 0.57
          F814W 0.60 0.60
CXOU J132518.3 * N9 13 25 18.31 −43 03 04.63 F555W 0.70 0.81
−430304         F606W 0.67 0.69
          F814W 0.71 0.87
    Y9 13 25 18.24 −43 03 04.50 F555W 0.58 0.63
          F606W 0.45 0.52
          F814W 0.58 0.58
NGC 4736 XMM1 1 N10 12 50 50.33 +41 07 12.19 F336W 0.85 0.77
          F450W 0.81 0.82
          F555W 0.83 0.77
          F814W 0.74 0.69
Hol II X-1 0 N 08 19 29.00 +70 42 19.08 F502N 0.58 0.54
          F550M 0.54 0.53
          F658M 0.54 0.53
          F660N 0.63 0.53
          F814W 0.54 0.53
M83 XMM1 0 N 13 37 19.80 −29 53 48.80 F330W 0.55 0.54
          F435W 0.55 0.54
          F606W 0.56 0.56
M83 XMM2 0 N 13 36 59.45 −29 49 59.21 F336W 0.76 0.77
          F435W 0.62 0.67
          F555W 0.59 0.61
          F814W 0.58 0.67
NGC 5204 X-1 0 N 13 29 38.61 +58 25 05.55 F220W 1.04 1.30
          F435W 1.07 1.09
          F606W 0.91 0.94
          F814W 0.92 0.87
NGC 5408 X-1 0 N 14 03 19.61 −41 22 58.65 F606W 0.54 0.60
          F814W 0.54 0.60
NGC 3034 ULX3 0 N 09 55 51.33 +69 40 43.65 F435W 0.67 0.60
          F555W 0.64 0.59
          F658M 0.60 0.59
          F814W 0.61 0.61
NGC 3034 ULX4 0 N 09 55 51.02 +69 40 45.02 F435W 0.67 0.60
          F555W 0.64 0.60
          F658M 0.60 0.59
          F814W 0.61 0.60
NGC 3034 ULX5 0 N 09 55 50.17 +69 40 46.47 F435W 0.67 0.60
          F555W 0.64 0.60
          F658M 0.60 0.59
          F814W 0.61 0.61
NGC 3034 ULX6 0 N 09 55 47.46 +69 40 36.28 F435W 0.75 0.69
          F555W 0.72 0.69
          F658M 0.69 0.68
          F814W 0.69 0.69
CXOU J095550.6 0 N 05 55 50.65 +69 40 43.81 F435W 067 0.69
+694044         F555W 0.64 0.60
          F658M 0.60 0.59
          F814W 0.61 0.61

Notes. Positional errors are also listed for each respective HST observation. aNumber of cross-correlated sources found within 6' of the ULX. * denotes position improved via private communication with the authors of the previous paper; see notes (8) and (9) for more details. bHave cross-correlated sources been used to obtain the ULX's position and the corresponding positional error region? Yes (Y) or no (N). cPosition of ULX using WAVDETECT, in some cases corrected via relative astrometry. dHST filter band. eCombined (relative and astrometric) error of the (i) right ascension and (ii) declination of the ULX in the corresponding HST filter band. Notes pertaining to individual sources.1Field contains only one cross-matched counterpart, so caution must be taken. Positional error is calculated using Chandra's absolute positional accuracy in the first instance (N) and using relative astrometry in the second (Y). 2Cross-matched sources are in a crowded galaxy center. Derived errors are as large as they would be without correction and so relative astrometry is not applied. 3Only available cross-correlated source is the nucleus. Astrometry is not corrected, due to the increased uncertainty in matching galaxy centers. 4Source was not present in the deepest observation of this field, so position was matched to that of two other ULXs in the field. 5Chandra data are too shallow to allow accurate relative astrometric corrections. 6Jackknife errors strongly suggest that the 2MASS matches in the Chandra fields are incorrect, and they also produce similarly large (0farcs5) errors. Therefore, we opt not to incorporate these into our error calculations, and use the standard Chandra uncertainty instead. 7Only one cross-correlated source available so positions and errors are calculated using both techniques. 8Higher accuracy achieved in Woodley et al. (2008), with position checked and refined with G. R. Sivakoff (2012, private communication). 9Higher accuracy achieved in Sivakoff et al. (2008), with position checked and refined with G. R. Sivakoff (2012, private communication). 10Only possible match is from confused region around the center of the galaxy.

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Another concern was the limited number of sources available for cross-matching. In cases where no suitable sources were found, we revert to the 90% confidence region for absolute positional accuracy of Chandra. In some cases only one object was available for cross-matching in the region of the sky surrounding the ULX. Some previous works have used this single source to perform relative astrometry, but we suggest caution in doing so, as corrections can only be made in the xy plane, with no consideration for rotational error. In these cases we show both the corrected position and the unimproved 90% confidence error region. All sources falling within the larger 90% error region are considered, but the corrected position can be used to help identify the more likely ULX counterpart candidate.

If multiple sources are present in both the Chandra and HST fields, we used a weighted average to cross-correlate the positions of these sources, and find the required shift. When applying corrections with few sources, it is only possible to correct by shifting in the xy plane, which does not account for all rotational error in the telescope, but the impact is minimized. As a result, errors may be underestimated. We still attempt such corrections but apply them with care, using them only as guidance in selection of "most likely" when multiple counterparts lie within the larger error circle.

When considering transient sources, the object is not always visible in the deepest X-ray observations. In these cases we were able to match the position of this source to the position of other X-ray sources in another observation.

Finally, the accurate source positions were found using WAVDETECT, and any calculated shifts applied. The positions of each ULX are listed in Table 3, along with their associated errors. These errors are found by combining in quadrature the astrometry errors from both fields with the source's individual positional error to provide the resulting error regions for each individual ULX.

4. IDENTIFICATION OF POSSIBLE COUNTERPARTS

The derived positions and their respective error regions are applied to each field in order to search for potential counterparts to these sources. Figure 1 contains a 25'' × 25'' color image (tricolor wherever possible), and a finding chart (6'' × 6'') for each ULX. Error regions are plotted in each case, with blue representing the standard 90% confidence ellipse, while the error derived from relative astrometry corrections is plotted in magenta.

Figure 1.

Figure 1.

HST color images (left) and finding charts (right) of the ULX locations. Left panel: color images are 25'' × 25'' in size, overplotted with positional error ellipse and constructed using the following filter bandpass where available: blue = F220W–F450W; green = F475W–F606W; red = F656N–F814W. Right panel: finding charts are made from only one individual band, showing a region 6'' × 6'', overplotted with the combined positional error ellipse for that band (specific wave bands given in brackets after source name, below). Potential counterparts are highlighted numerically with associated magnitudes given in Table 4. Specific notes: displayed ULX regions are, from top to bottom, NGC 598 ULX1 (F814W) and NGC 55 ULX1 (F814W). NGC 598 ULX1 is contained within the nucleus of the galaxy. NGC 55 ULX1 has three potential counterparts within the error circle; however, counterpart 3 is ruled out as it lies outside the error circle in band F606W. It will not be considered further in this paper. (The complete figure set (33 images) and a color version of this figure are available in the online journal.)

Standard image High-resolution image

To construct the color images, we select available wavebands for each part of the optical/UV spectrum. We use filter bands ranging from F656N to F814W to represent the red end of our range, filter bands F475W to F606W for the green band, while F220W–F450W are blue. In each case where more than one band is available, we opt for a band that gives the clearest view of any potential counterparts. If this is not required, we opt for the band with the smallest error region. In some cases we have no data in one or more of the color bands, in which case the images are presented in one or two color bands only.

The positions of all potential counterparts are also marked in each field. One of these is NGC 598 ULX1, which was identified as the nucleus of the galaxy by Dubus et al. (2004), as is clearly seen in Figure 1. The revised Chandra position of IC 342 ULX2 shows that this source is also nuclear. As a ULX is non-nuclear by definition, we remove both of these sources from our catalog. Nine of the remaining ULXs have no optical counterparts in their error regions. Of the 22 remaining sources, 13 have a unique candidate counterpart, and the rest have up to 5 objects within their error ellipse.

In the nine error circles which lack optical counterparts, limits are obtained for the approximate V-band observation of each ULX field (listed in Table 4), given the observed background within the positional error circle for each ULX. We compare these values to the expected V magnitude of each stellar type (Zombeck 1990) at the distance of the galaxy (converted to m555 Vega-mag using synphot), with Galactic extinction corrections applied using the E(BV) values in Table 1. O stars appear to be ruled out for five of these ULXs. However, it is possible for the companion star to be a main-sequence B star in all cases (some only valid for later-type B stars). We are unable to obtain a ∼ V-band image for M83 XMM2, as the error region for this source lies on the ACS-WFC chip gap in the F555W band. We thus compare limits for the (only) available image, a WFPC2 F336W image, to the expected m336 values for O5 V, B0 V, and B5V stars (derived using stellar templates for the Bruzual–Persson–Gunn–Stryker (BPGS) catalog using the synphot tool CALCPHOT). O stars are ruled out by this comparison, but B stars are acceptable. We should note, however, that this does not take into account any extinction from the host galaxy or that is intrinsic to the system itself. If this extinction is high, as is seen for those sources in NGC 3034, this may be masking a brighter blue object.

Table 4. Potential Optical Counterparts for Each ULX, with Their Corrected Magnitudes

Source Filter C/P Previous Observed Galaxy Corrected Estimated Intrinsic
IDa IDb Vega-magc Vega-magd Vega-mage
NGC 598 ULX1 F170W 0 Y1 ... ... ...
  F336W     ... ... ...
  F439W     ... ... ...
  F555W     ... ... ...
  F814W     ... ... ...
NGC 55 ULX1 F606W 1 N 23.2 ± 0.3 23.2 ± 0.3 22 ± 2
  F814W     23.2 ± 0.5 23.1 ± 0.5 22 ± 2
  F606W 2 N 24.4 ± 0.6 24.3 ± 0.6 23 ± 2
  F814W     23.1 ± 0.5 23.1 ± 0.6 22 ± 2
NGC 4190 X-1 F300W 1 N 23.2 ± 0.3 23.0 ± 0.3 22 ± 4
  F450W     24 ± 2 24 ± 2 23 ± 4
  F606W     24 ± 2 24 ± 2 24 ± 4
  F814W     25 ± 3 25 ± 3 25± 5
NGC 253 ULX1 F336W 1 N ... ... ...
  F475W     26 ± 2 26 ± 2 20 ± 12
  F555W     ... ... ...
  F606W     ... ... ...
  F814W     ... ... ...
  F336W 2 N ... ... ...
  F475W     25 ± 2 25 ± 2 20 ± 12
  F555W     ... ... ...
  F606W     23.6 ± 0.7 23.5 ± 0.7 20 ± 12
  F814W     ... ... ...
  F336W 3 N ... ... ...
  F475W     26 ± 3 26 ± 3 21 ± 13
  F555W     ... ... ...
  F606W     25.0 ± 0.7 25.0 ± 0.7 21 ± 13
  F814W     ... ... ...
  F336W 4 N ... ... ...
  F475W     26 ± 3 26 ± 3 20 ± 13
  F555W     ... ... ...
  F606W     25 ± 2 25 ± 3 21 ± 13
  F814W     ... ... ...
NGC 253 ULX2 F475W 1 N 21.8 ± 0.3 21.7 ± 0.3 21 ± 2
  F606W     20.9 ± 0.2 20.8 ± 0.2 20 ± 2
  F814W     19.7 ± 0.2 19.6 ± 0.2 19 ± 2
NGC 253 ULX3 F336W 1 N ... ... ...
  F475W     22.9 ± 0.7 22.8 ± 0.7 21 ± 12
  F502N     ... ... ...
  F555W     23 ± 2 23 ± 2 21 ± 12
  F606W     22.3 ± 0.6 22.2 ± 0.6 21 ± 12
  F814W     21.7 ± 1.0 21.6 ± 1.0 21 ± 12
NGC 253 XMM6 F475W 1 N 26 ± 2 26 ± 2 24 ± 2
  F606W     25 ± 1 25 ± 1 24 ± 2
  F814W     23 ± 4 23 ± 4 22 ± 5
  F475W 2 N ... ... ...
  F606W     25.4 ± 0.8 25.3 ± 0.8 24 ± 2
  F814W     23.6 ± 0.9 23.6 ± 0.9 23 ± 2
  F475W 3 N ... ... ...
  F606W     ... ... ...
  F814W     25 ± 3 23 ± 3 24 ± 4
  F475W 4 N ... ... ...
  F606W     ... ... ...
  F814W     24 ± 2 24 ± 2 23 ± 2
  F475W 5 N ... ... ...
  F606W     ... ... ...
  F814W     24 ± 1 24 ± 1 23 ± 2
M81 X-6 F336W 1 Y2, 3 22 ± 2 22 ± 2 21 ± 3
  F435W     24.1 ± 0.7 23.7 ± 0.6 23 ± 2
  F555W     24 ± 2 24 ± 2 23 ± 3
  F606W     24.1 ± 0.6 23.8 ± 0.6 23 ± 2
  F814W     23 ± 2 23 ± 2 22 ± 3
Hol IX X-1 F330W 1 Y3, 4 21.0 ± 0.5 20.6 ± 0.5 20 ± 1
  F435W     22.6 ± 0.3 22.3 ± 0.3 22 ± 1
  F555W     22.8 ± 0.4 22.5 ± 0.3 22 ± 1
  F814W     22.3 ± 0.3 22.2 ± 0.3 22 ± 1
  F330W 2 N 24 ± 2 24 ± 2 22 ± 2
  F435W     ... ... ...
  F555W     ... ... ...
  F814W     ... ... ...
  F330W 3 N ... ... ...
  F435W     26 ± 2 26 ± 2 25 ± 2
  F555W     27 ± 2 26 ± 2 26 ± 3
  F814W     26 ± 2 26 ± 2 26 ± 2
NGC 4395 ULX1 F336W 1 N 22 ± 1 22 ± 1 21 ± 3
  F435W     CG CG CG
  F555W     CG CG CG
  F814W     CG CG CG
NGC 1313 X-1 F330W 1 Y5 23 ± 1 22 ± 1 21 ± 1
  F435W     24.1 ± 1.0 23.6 ± 1.0 23 ± 1
  F555W     24 ± 2 24 ± 1 23 ± 2
  F606W     24.0 ± 0.8 23.7 ± 0.8 23.0 ± 0.9
  F814W     24 ± 1.0 24.0 ± 1.0 23 ± 1
NGC 1313 X-2 F330W 1 Y3, 6 22.0 ± 0.8 21.6 ± 0.8 20 ± 2
  F435W     23.5 ± 0.4 23.2 ± 0.4 22 ± 2
  F555W     23.6 ± 0.5 23.4 ± 0.5 22 ± 2
  F814W     23.6 ± 0.6 23.5 ± 0.6 23 ± 2
  F330W 2 N ... ... ...
  F435W     ... ... ...
  F555W     24.3 ± 0.7 24.1 ± 0.7 23 ± 2
  F814W     ... ... ...
IC 342 X-1 F330W 1 Y7, 8 ... ... ...
  F435W     25.2 ± 1.0 23.1 ± 1.0 22 ± 2
  F555W     24.1 ± 0.6 22.3 ± 0.6 20 ± 1
  F606W     23.6 ± 0.4 21.9 ± 0.4 20 ± 1
  F658M     23. ± 2 22 ± 2 20 ± 2
  F814W     22.2 ± 0.3 21.1 ± 0.3 20 ± 1
  F330W 2 N ... ... ...
  F435W     27 ± 2 25 ± 2 22 ± 2
  F555W     26 ± 2 24 ± 2 22 ± 2
  F606W     26 ± 2 24 ± 2 22 ± 2
  F658M     ... ... ...
  F814W     25 ± 1 24 ± 1 22 ± 2
IC 342 X-2 F330W 1 Y8 ... ... ...
  F435W     27 ± 1 25 ± 1 25 ± 3
  F606W     ... ... ...
  F330W 2 N ... ... ...
  F435W     28 ± 2 25 ± 2 25 ± 3
  F606W     ... ... ...
  F330W 3 N ... ... ...
  F435W     27 ± 2 25 ± 2 25 ± 2
  F606W     ... ... ...
IC 342 ULX2 F555W 0 N ... ... ...
  F606W     ... ... ...
  F656N     ... ... ...
  F675W     ... ... ...
  F814W     ... ... ...
IC 342 X-6 F555W 1 N 26 ± 4 24 ± 3 24 ± 9
  F606W     ... ... ...
  F814W     26 ± 2 24. ± 2 24 ± 6
  F555W 2 N ... ... ...
  F606W     ... ... ...
  F814W     25 ± 1 24 ± 1 25 ± 6
  F555W 3 N ... ... ...
  F606W     ... ... ...
  F814W     25.7 ± 0.9 24.6 ± 0.9 25 ± 6
Circinus ULX1 F502N 1 Y9 ... ... ...
  F547M     ... ... ...
  F606W     24 ± 6 20 ± 5 20 ± 5
  F656N     ... ... ...
  F814W     ... ... ...
Circinus ULX3 F330W 0 N ... ... ...
  F502N     ... ... ...
  F547M     ... ... ...
  F606W     ≳22 ... ...
  F656N     ... ... ...
  F814W     ... ... ...
Circinus ULX4 F330W 0 N ... ... ...
  F502N     ... ... ...
  F547M     ... ... ...
  F606W     ≳22 ... ...
  F656N     ... ... ...
  F814W     ... ... ...
NGC 2403 X-1 F330W 1 Y8 24 ± 2 23 ± 2 21 ± 3
  F435W     25 ± 1 25 ± 1 23 ± 3
  F606W     24.6 ± 0.6 24.5 ± 0.6 23 ± 3
NGC 5128 ULX1 F555W 0 Y10 ≳24 ... ...
  F606W     ... ... ...
  F814W     ... ... ...
CXOU J132518.3 F555W 0 N ≳24 ... ...
−430304 F606W     ... ... ...
  F814W     ... ... ...
NGC 4736 XMM1 F336W 0 N ... ... ...
  F450W     ... ... ...
  F555W     ≳24 ... ...
  F814W     ... ... ...
Hol II X-1 F502N 1 Y11 ... ... ...
  F550M     21.6 ± 0.3 21.5 ± 0.3 21 ± 2
  F658M     ... ... ...
  F660N     21 ± 2 21 ± 1 21 ± 2
  F814W     21.6 ± 0.2 21.5 ± 0.2 21 ± 2
M83 XMM1 F330W 1 N ... ... ...
  F435W     26 ± 3 26 ± 3 25 ± 9
  F606W     26 ± 2 25 ± 2 25 ± 8
M83 XMM2 F336W 0 N ≳21 ... ...
  F435W     CG CG CG
  F555W     CG CG CG
  F814W     CG CG CG
NGC 5204 X-1 F220W 1 Y12 20.0 ± 0.5 19.8 ± 0.5 19 ± 3
  F435W     22.40 ± 0.10 22.37 ± 0.10 22 ± 3
  F606W     22.3 ± 0.8 22.3 ± 0.8 22 ± 3
  F814W     23 ± 1 23 ± 1 23 ± 3
  F220W 2 Y12, 13 19.6 ± 0.5 19.5 ± 0.5 19 ± 3
  F435W     20.8 ± 0.2 20.8 ± 0.1 21 ± 3
  F606W     20.0 ± 0.1 20.0 ± 0.1 20 ± 3
  F814W     19.6 ± 0.2 19.6 ± 0.2 19 ± 3
NGC 5408 X-1 F606W 1 Y14 22.4 ± 0.6 22.2 ± 0.6 22 ± 2
  F814W     23 ± 3 23 ± 3 23 ± 4
NGC 3034 ULX3 F435W 0 N ... ... ...
  F555W     ≳20 ... ...
  F658M     ... ... ...
  F814W     ... ... ...
NGC 3034 ULX4 F435W 0 N ... ... ...
  F555W     ≳23 ... ...
  F658M     ... ... ...
  F814W     ... ... ...
NGC 3034 ULX5 F435W 1 N 24 ± 2 23 ± 2 17 ± 2
  F555W     22.3 ± 0.8 21.8 ± 0.8 17.0 ± 0.8
  F658M     ... ... ...
  F814W     ... ... ...
  F435W 2 N 22.6 ± 0.7 21.9 ± 0.7 15.7 ± 0.3
  F555W     ... ... ...
  F658M     ... ... ...
  F814W     ... ... ...
NGC 3034 ULX6 F435W 1 N ... ... ...
  F555W     ... ... ...
  F658M     ... ... ...
  F814W     18.46 ± 0.07 18.16 ± 0.07 16*
CXOU J095550.6 F435W 0 N ... ... ...
+694044 F555W     ≳23 ... ...
  F658M     ... ... ...
  F814W     ... ... ...

Notes. aCandidate counterpart identification number, 0 is listed if no counterpart is available. bPrevious identification as the candidate optical counterpart to this source; references are as follows: 1Dubus et al. 2004; 2Liu et al. 2002; 3Ramsey et al. 2006; 4Grisé et al. 2006; 5Yang et al. 2011; 6Liu et al. 2007; 7Feng & Kaaret 2008; 8Roberts et al. 2008; 9Weisskopf et al. 2004; 10Ghosh et al. 2006; 11Kaaret et al. 2004; 12Liu et al. 2004; 13Goad et al. 2002; 14Lang et al. 2007. cAperture corrected observed optical magnitude of each potential counterpart. CG denotes cases where error region resides in a chip gap. ∼mV limits are provided in those cases where no counterpart was observed. M83 XMM2 is located in the chip gap in the ∼ V band, so a limit is obtained for the only band where this is not the case—F336W. dGalactic extinction corrected Vega magnitudes. eEstimated intrinsic Vega-mag for each potential counterpart, calculated using published values of NH (provided in Table 1), assuming the Milky Way value of Rv.

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In those fields where potential counterparts are identified, we collate Vega magnitude zero points (Zpt) to allow for the derivation of HST filter-dependent Vega magnitudes of each source. For observations made using the ACS instruments, we are able to take these values directly from Sirianni et al. (2005). For WFPC2 data, the HLA pipeline converts the units contained within the science field to electrons s−1 (like ACS) rather than DN (Data Number), and hence the tabulated zero points given in the HST Data Handbook for WFPC212 must also be converted, by applying a correction for the gain,13 using Zpt = tabulated zero point +2.5 × log (gain).

Aperture photometry is performed on all potential counterparts using Gaia.14 Aperture corrections are applied to all fields, irrespective of instrument and detector, following the procedures laid down by Sirianni et al. (2005), with values of corrections for WFPC2 observations taken from the HST WFPC2 cookbook15).

Galactic extinction corrections are also applied, using E(BV) values listed in Table 1. These are used in combination with the filter-specific extinction ratios depending on the instrument. Extinction ratios for WFPC2 data were taken from Schlegel et al. (1998) where available, or calculated using synphot when this was not possible. The calculated extinction ratios are found by folding a template spectrum through the instrumental response allowing for foreground extinction using Cardelli laws (chosen for consistency with Schlegel et al. 1998). Although this correction is spectrum-dependent, we find that this dependence is small, and we choose a 10,000 K blackbody as a first-order estimate for these corrections, since the observed candidate counterparts are of unknown type. For magnitudes calculated using ACS fields, filter-dependent extinction ratios are given by Sirianni et al. (2005). Again, since the extinction ratios are also dependent on stellar type (and no blackbody is available), we choose to use the corrections for an O5 V star, following the example of Roberts et al. (2008). Although this choice will affect the calculated magnitudes of our sources, the impact will be minimal in most bands, with a larger (although still marginal) impact in the bluest bands (F435W and bluer). The aperture and Galactic extinction-corrected Vega magnitudes are given in Table 4.

If we wish to get a clear view of the binary system, we must obtain intrinsic magnitudes for these sources. To do this we must also take into account any absorption from either the host galaxy or that is intrinsic to the ULX itself. One method that has been used previously to correct for this extinction is to use the measured absorption from X-ray spectral fitting (e.g., Roberts et al. 2008), which will give an upper limit to the extinction of the optical light from the binary.

To calculate the maximal optical extinction column, we use the relation for X-ray-to-optical dust-to-gas ratios published by Güver & Özel (2009; NH = (2.21 ± 0.18) × 1020AV, with 2σ errors). However, X-ray spectral fitting can be degenerate, and the NH columns derived can vary substantially depending on the author's model choice. We minimize the impact of model choices by using the highest quality X-ray spectra available, and fitting these spectra with current physical models used to describe ULXs. We begin by collating NH values from published results along with their respective errors, preferring long observations, physical models, and statistically good fits. When physically motivated models have not been applied to an object, we use values from publications of the deepest X-ray observation of these sources which show statistically good fits based on phenomenological models. Our adopted NH values can be found in Table 1. Using the standard Galactic extinction curve (RV = AVE(BV) = 3.1; Cardelli et al. 1989), we estimate the intrinsic optical magnitudes of these sources. The relevant errors are calculated by combining the error on NH, obtained from the literature, with that of Güver & Özel (2009). The intrinsic Vega magnitudes for each potential counterpart are listed in Table 4.

We also compile details of previous identifications of potential counterparts, in order to compare our results and search for the most likely candidates. Hereafter in the text, bracketed values refer to the candidate counterpart ID (e.g., IC 342 X-1 (1) for candidate counterpart 1). Details of each potential counterpart are listed in Table 4, along with any previous identifications of potential counterparts. We compare our findings to previous work in Section 5.3.

5. COUNTERPARTS

In our sample, we find 40 potential counterparts to the 22 ULXs. Thirteen of these have previously been reported in the literature (ignoring NGC 598 ULX1), with the remaining 27 potential counterparts identified here for the first time. Up to 22 of these potential counterparts may be the true counterparts, but it is possible that all the potential counterparts in some error circles are chance coincidences. Therefore, we calculate the likelihood of chance coincidences given the density of the local stellar population of each ULX. We search for stellar objects within an annulus around each object with an inner radius of 1'' and an outer radius of 3''. For Circinus ULX1, we use a rectangle of size 3'' × 8'' instead, due to the chip geometry. We expect an average of 27 ± 5 objects to be present within the positional error regions of our ULX sample, yet we have observed a total of 40 potential counterparts. This indicates an overpopulation of 13 ± 5, which is our best estimate of the number of true counterparts identified in all ULX fields. There is a greater likelihood of foreground object contamination when considering those ULXs in Circinus, as it lies in the Galactic plane, so we temporarily remove these sources from our calculations. If we also removed NGC 3034 (M82) from our likelihood calculations, because the sources lie in an extremely obscured region of the galaxy, such that it is very unlikely that any optical emission would be detected from any real counterparts, this results in an excess of 15 ± 4 for 36 ULXs, with 19 of these having detected candidate counterparts. Thus we believe that for ∼83% of the ULXs with candidate counterparts, the true counterpart lies among our candidate counterparts. However, we note the caveat that if the ULX is located in a star-forming region with higher stellar density than areas ∼1'' away, our number of true counterparts could be overestimated.

In this section, we compare each candidate to stellar models to constrain the nature of the donor star in these ULX binary systems. In Section 5.1, we consider the spectral energy distribution (SED) and the apparent magnitude of each candidate to characterize the star (assuming the light is stellar in origin). In Section 5.2, we check whether variability may impact our characterization, which is relevant when we are incorporating optical data from multiple epochs. In Section 5.3, we compare our findings to previous works. In Section 5.4, we introduce an additional component in the form of an accretion disk, and also consider the effects of irradiative heating of the star and disk.

5.1. Spectral Typing from Stellar Templates and Magnitudes

We initially consider the case where the donor star contributes 100% of the optical light, and it has a luminosity and spectrum which is consistent with a single star. For these preliminary fits, we use only Galactic corrected magnitudes, ignoring any intrinsic extinction. We attempt to classify the donor stars by comparing the candidates with template SEDs. Previously, authors have done this by converting the filter band magnitudes to UBVRI magnitudes to compare with typical values for different stellar types (e.g., Soria et al. 2005; Ramsey et al. 2006; Roberts et al. 2008; Tao et al. 2011). The HST filters are not an exact match to other photometric systems, which can lead to large errors in typing stars using the HST filter bands (see Sirianni et al. 2005 for more detailed discussion).

Here, we perform typing by folding standard stellar spectra through the synphot tool CALCPHOT, a package that allows the user to calculate the photometric magnitudes observed for a given stellar type. In order to simplify our comparisons, we choose to normalize all spectra to a V-band magnitude of zero. We use the BPGS standard stellar templates associated with the synphot package. Although the atlas has the broadband coverage required for our analysis, it contains few giants/bright giants/supergiants, which could affect our results.

The conversion is performed for all instrument/detector/filter combinations used in the analysis of our ULX fields, with the resulting values plotted in Figure 2. Our templates range from O to M, varying in size from main sequence to supergiant. The templates are grouped by color, according to type (listed in figure caption).

Figure 2.

Figure 2. Photometric stellar templates for HST filter bands, constructed using the iraf package synphot. The templates normalized to a V-band Vega magnitude of zero, and are grouped according to type as follows—magenta: O stars; blue: B; cyan: A; green: F; yellow: G; orange: K; red: M.

Standard image High-resolution image

Simple χ2 minimization is performed to determine the best-fitting stellar type, whenever more than one filter band is available, with some examples of resulting fits shown in Figure 3. This fitting requires that an offset be calculated in each instance (the shift required between its current magnitude in F555W and zero, for the best-fitting model). This offset can also be considered to be the m555 of the source (which will be similar in value to mV).

Figure 3.

Figure 3. Vega magnitudes of six of our sample, plotted against the stellar templates taken from the BPGS atlas. From here it is evident that a range of types and data quality is available within our sample. Some are well constrained, such as Holmberg IX X-1 (1), while others, such as NGC 3034 ULX5 (1), have such large errors as to cover the whole range of possible stellar templates.

Standard image High-resolution image

SED fitting is only possible when more than one filter band is available, however, of the 40 candidate counterparts identified, 15 are observed in only a single filter band (due to chip gaps, or depth of exposures in other filters; see Ptak et al. 2006). Of the 25 remaining potential counterparts, we note that in 10 instances fitting is performed where only two bands are available; five of our sample have three data points available for fitting, seven contain four HST bands and three contain five data bins for comparison to standard stellar types. The resultant types and offsets are displayed in Table 5, with sample fits shown in Figure 3.

Table 5. Typing of Potential ULX Counterparts

Source C/P Typeb Type Distance m555e Offsetf Δm555g Types from M555i Types from Previous
IDa MVc Modulusd Colorh M555j IDk
NGC 598 ULX1 Nucleus ... ... 24.771 ... ... ... ... ... ... Nucleus3
NGC 55 ULX1 1 A1 V +0.7*1 26.203 26.898 23.179 −3.719 O, B, A, −3.0 Late B V, ...
                early F   IV, III, A II  
  2 M0V +9.01 26.203 35.208 24.704 −10.499 Late K, M −1.499 B V, IV, ...
                early F   and late III,  
                early F   F-K II  
NGC 4190 X-1 1 B2 V −2.6412 27.236 24.595 24.114 0.481 O, B, A, −3.1 Mid B III, ...
                F, G, early   late A or  
                to mid F   later II  
NGC 253 ULX1 1 ... ... 27.386 ... ... ... ... ... ... ...
  2 M2 III −0.61 27.386 29.930 24.099 −2.831 All −3.3 B V, late ...
                    B III, A II  
  3 K0 III +0.51 27.386 27.886 25.234 −2.652 All −2.152 Late B ...
                    all B III,  
                    all II  
  4 G8 III +0.61 27.386 28.006 25.073 −2.933 All −2.313 Late B ...
                    all B III,  
                    all II  
NGC 253 ULX2 1 M0 V +9.01 27.386 36.478 21.165 −15.313 M, late K −6.2 All Ib ...
NGC 253 ULX3 1 K8 V +6.7*1 27.386 34.126 22.518 −11.608 Late B, A, −4.868 OB V and III, ...
                F, G, K,   A II,  
                early M   A–M Ib  
NGC 253 XMM6 1 M0 V +9.01 27.386 36.478 25.601 −10.877 all −1.8 Late B V ...
                    and IV, F–M II  
  2 M0 III −0.21 27.386 27.304 25.782 −1.522 M −1.4 Late B V ...
                    and IV, F–M II  
  3 ... ... 27.386 ... ... ... ... ... ... ...
  4 ... ... 27.386 ... ... ... ... ... ... ...
  5 ... ... 27.386 ... ... ... ... ... ... ...
M81 X-6 1 B2 III −2.632 27.657 25.027 23.795 −1.232 O, B, A, −3.682 B V, IV, O8 V4, 5
                F,   Late B II,  
                early G   A II  
Hol IX X-1 1 B4 V −1.222 27.670 26.429 22.253 −4.176 B −5.4 O, early OB5, 6
                    B V, BII,  
                    all Ib  
  2 ... ... 27.670 ... ... ... ... ... ... ...
  3 B6 V −0.812 27.670 26.860 26.123 −0.737 O, B, A, −1.574 Late B V ...
                F, mid G   and II, F–K II  
NGC 4395 ULX1 1 ... ... 27.782 ... ... ... ... ... ... ...
NGC 1313 X-1 1 B2 III −2.632 27.841 25.180 23.707 −1.473 O, B −4.1 Late O V, K5–M0 II7
                F, mid G   IV, III, B, Ib  
NGC 1313 X-2 1 B2 III −2.632 27.841 25.180 23.359 −1.821 O, early B −4.5 OB, all Ib OB5, 8
  2 ... ... 27.841 ... ... ... ... ... ... ...
IC 342 X-1 1 K0 IV +3.21 27.955 31.221 22.227 −8.994 K, G −5.7 OB, all I F8–G0 Ib9,
                      F0–F5 I10
  2 F6 V +3.4*1 27.955 31.378 24.045 −7.333 O, B, A, −3.9 OB and A II ...
                F, G, K,   F Ib  
                early M   or later  
IC 342 X-2 1 ... ... 27.955 ... ... ... ... ... ... Y10
  2 ... ... 27.955 ... ... ... ... ... ... ...
  3 ... ... 27.955 ... ... ... ... ... ... ...
IC 342 ULX2 Nucleus ... ... 27.955 ... ... ... ... ... ...  
IC 342 X-6 1 B6V −0.812 27.955 27.145 24.407 −2.738 O, B, A, −3.548 B V, IV, ...
                F, G, K,   III, A II,  
                early M   K Ib  
                    or later  
  2 ... ... 27.955 ... ... ... ... ... ... ...
  3 ... ... 27.955 ... ... ... ... ... ... ...
Circinus ULX1 1 ... ... 28.010 ... ... ... ... ... ... K5 or
                      later11
NGC 2403 X-1 1 B8 Ia −5.672 28.116 22.444 24.538 +2.095 O, B, A, −3.6 B V, IV, OB giant/
                F,   III, A II, supergiant10
                early K   K Ib  
                    or later  
NGC 5128 ULX1 0 ... ... 28.121 ... ... ... ... ... ... OB12
Hol II X-1 1 A3 III −0.2*1 28.266 28.756 21.490 −7.266 B, A −6.8 All Ia O4 V /
                      B3 Ib13
M83 XMM1 1 A3 V +2.0*1 28.360 30.358 25.486 −4.872 All −2.9 Late B, ...
                    A II  
                    or later  
NGC 5204 X-1 1 O5 V −5.002 28.406 23.370 22.743 −0.627 O −5.3 O, B II O5 V,
                      O7III or
                      B0 Ib14
  2 F8 V +3.4*1 28.406 31.840 20.184 −11.656 None −8.2 Late Star cluster15
                    A Ia, O5 V +
                    FG Ia or cluster14
                    early  
                    M Ia  
NGC 5408 X-1 1 O8 f −4.83*2 28.406 23.539 22.198 −1.341 O, B, A, −6.2 O, B/A I16
                F, G, K,   B II and I  
                early M      
NGC 3034 ULX5 1 M2 III −0.61 28.580 28.108 21.610 −6.498 B, A, F, G, 6.9 All Ia  
                K, M      
  2 ... ... 28.580 ... ... ... ... ... ... ...
NGC 3034 ULX6 1 ... ... 28.580 ... ... ... ... ... ... ...

Notes. aCandidate counterpart ID taken from Table 4. We remove those ULXs for which there are no candidate counterparts detected from the list. The only exception to this is NGC 5128 ULX1, as a candidate counterpart has been published elsewhere. bStellar type derived from χ2 fitting of HST band stellar templates, created using synphot. cAbsolute magnitude of identified stellar type in the V band (taken from similar type if particular MV is unavailable, sources are indicated by *). dCalculated distance modulus using values in Table 1. eDerived Vega magnitude in the F555W band, assuming stellar type classification is correct. fOffset required to fit observed data to stellar types, this can also be considered to be the apparent magnitude in the F555W band (∼ m555). This is found by χ2 fitting. gValue Δm555 = offset − m555. hAll possible types allowed from SED fitting, within errors. iGalactic extinction corrected absolute magnitude in the HST band F555W, calculated using offset value. jAll possible types allowed from absolute magnitude fitting, within errors. kStellar types collated from the work of other authors, where Y refers to identification without typing. Figures shown in brackets relate to the following references: 1Zombeck 1990; 2Wegner 2006; 3Dubus et al. 2004; 4Liu et al. 2002; 5Ramsey et al. 2006; 6Grisé et al. 2006; 7Yang et al. 2011; 8Liu et al. 2007; 9Feng & Kaaret 2008; 10Roberts et al. 2008; 11Weisskopf et al. 2004; 12Ghosh et al. 2006; 13Kaaret et al. 2004; 14Liu et al. 2004; 15Goad et al. 2002; 16Lang et al. 2007.

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The best fits achieved by this process, given in Column 3 of Table 5, suggest that the majority of these 25 objects are not best fit by OB stars, as was previously suggested (e.g., Liu et al. 2007; Copperwheat et al. 2007). Only two are best fit with O-type stars, while eight prefer B-type stars, and six are best fit by M stars. The best-fit luminosity classes are typically not supergiants (only 2), but main sequence (14) or giants (9).

We list all types that can explain the observed SEDs within their errors in Column 9 of Table 5. These allow for more blue companions, with 20 now consistent with OB stars. Five of our sample appear to require later-type sources (NGC 55 ULX1 (2), NGC 253 ULX2 (1), NGC 253 XMM6 (2), IC 342 X-1 (1), and NGC 5204 X-1 (2)). However, the redder nature of these candidates could also be a function of reddening, as a result of the host galaxy or their local environment. For example, IC 342 X-1 and NGC 3034 ULX5 have been shown to be heavily absorbed in X-rays on many occasions, which is evident from the high values of NH listed in Table 1. Holmberg II X-1 may not show as high an absorption column, but this source resides in an excited He ii region (Pakull & Mirioni 2002; Kaaret et al. 2004). Although X-rays appear not to be heavily obscured by this nebula, it may be affecting the optical emission from the star. Nebulae have also been associated with other ULXs, including NGC 5204 X-1 (Roberts et al. 2001) and IC 342 X-1 (Pakull & Mirioni 2002). Thus, it is possible that the typing of these objects is incorrect, but this evidence for possible later-type companions to some ULXs is intriguing, and worth further study.

We also consider the absolute magnitude that would be observed from each of these stellar types (Zombeck 1990; Wegner 2006). These are combined with the distance modulus for each source (in Table 1) to derive the apparent magnitude for a star of that class at the required distance.16 We use the absolute magnitude for the V band to allow for easy comparison to our fits, and fold this through CALCPHOT to derive the value for the HST band F555W (i.e., m555 for that stellar type). As all templates are normalized to a V-band magnitude of zero, this means that the choice of instrument and detector will have minimal impact on the derived apparent magnitude in this HST filter band. Since more than half of our observations were taken by ACS using the WFC, we choose this combination to derive the apparent magnitudes that would be observed. The absolute magnitude, distance modulus, and derived apparent F555W magnitudes are given in Table 5.

As we do not have a F555W observation for every source, we use the offset value to derive the observed absolute F555W band magnitude. To calculate the value of M555 for each candidate counterpart, we combine the offset from fitting with the distance modulus for each potential counterpart, listing the resultant value in Column 10 of Table 5. These calculations provide us with absolute magnitudes over the range −1.4 < M555 < −8.2. We use this information in combination with the absolute magnitudes listed in Zombeck (1990) to list all possible stellar types that can be observed at approximately this absolute magnitude (see Column 11 of Table 5). As Zombeck (1990) only lists those classified with subtypes 0 or 5 for each stellar type (e.g., O5, B0, B5, etc.), we classify some stars as being early (≲5) or late (≳5) within a stellar type.

We compare the observed apparent magnitudes of candidate counterparts with the calculated magnitudes (using the offsets gained from χ2 fitting). To do this we group our sources into four categories for ease of comparison; those that differ by ≳ 10 mag (extreme difference), 5 ≲ Δm555 ≲ 10 mag (large difference), those that differ by ≲ 2 mag (comparable), and those that lie in the range of 2 ≲ Δm555 ≲ 5 mag (other). The ranges are designed to allow for magnitude and stellar template fitting errors, and for slight variations on tabulated absolute magnitudes while clearly identifying those that show striking differences. We find that five exhibit "extreme" differences, four display "large" differences, nine show "comparable" values, and seven are classified as "other."

The sources with an "extreme" value of Δm555 are generally best fit by later-type main-sequence stars. However, in most cases we would be unable to see such an object, as it would be too faint to be observed at that distance. The first is NGC 5204 X-1 (2) and is discussed in depth in Section 5.2, so we will not consider it further here. The SED of NGC 253 XMM6 (1) allows for any spectral type, while M555 limits the range to OB or later II. We will also return to this source in Section 5.3. The SEDs of the three remaining candidate counterparts only allow later types within their errors, while in each case the M555 value indicates a need for bright giants or supergiants. This potential misclassification is probably due to a lack of bright giants/supergiants in the chosen catalog.

Those sources that have a "large" value of Δm555 also appear to be late-type sources. These sources are IC 342 X-1 (1) and (2), Ho II X-1 (1), and NGC 3034 ULX5 (1). If we again consider the types allowed within errors, we find that two appear fairly well constrained (IC 342 X-1 (1) and Ho II X-1 (1)). The difference in observed and derived m555 may be largely because of mistyping due to the catalog used. It may also be the case that this mistyping is due to reddening, which must be considered as we are using Galactic corrected magnitudes, but given the increase in errors, no fits would be achievable.

Of the remaining 16 sources, 9 display similar apparent magnitudes to their offsetsm555 ≲ 2) and so are "comparable," while the 7 remaining sources display a greater divergence. In four of these cases we were unable to collate the exact value of MV for the specified source type, which could induce 1–2 mag of errors. So these candidate counterparts can also be considered as "comparable" within the increased errors. Thus, we have consistent stellar typing and magnitudes for 13 of our sources. Of these 13 sources, we find that 8 are likely OB-type stars. The other five sources are a mixture of mid- to late-type stars. The two potential counterparts classified as A-like stars are less well constrained, although in both cases any errors veer more toward the blue. Of the three later-type classifications (G to M), NGC 253 XMM6 (2) seems well constrained. This is very interesting, as it is unlike many previous classifications of ULX counterparts and as such, deserves further study. Such a find is also supported by the recent discovery of two nearby low-mass X-ray binary (LMXB) ULXs (e.g., Middleton et al. 2012; Soria et al. 2012). Two of our ULXs (NGC 253 ULX1 and XMM6) had multiple XMM-Newton observations in early 2006, eight months before the HST observations we used, which did not show X-ray activity. If X-ray activity did not restart during these eight months, then these HST observations may be given an unprecedented view of the ULX companion stars, potentially lending more support to the LMXB hypothesis as other LMXB ULXs are also transients (e.g., Middleton et al. 2012).

Previous studies have shown that many ULXs appear to have blue counterparts (e.g., Roberts et al. 2008). Many of our potential counterparts appear to agree with this, when using simple stellar templates. If we now consider this on a ULX-by-ULX basis (instead of each candidate counterpart in turn), we find that OB companions are possible in all but one instance—NGC 253 ULX2. This makes this a key source for further study. While B-type companions are viable for all but one other ULX (NGC 5204 X-1), we can rule out O-type companions in 20 cases. However, the apparent blue color of these ULX optical counterparts may be due to the presence of a strong, blue, accretion disk component (e.g., Copperwheat et al. 2005, 2007). Since we did not include an accretion disk in these stellar template fits, finding possible red counterparts is of interest. If these classifications are correct, it would suggest that the star is dominant in these filters, as any disk emission would be intrinsically blue. This implies that either the ULX was dim in X-rays during these optical observations, or that these red objects are not the true counterparts to these ULXs.

5.2. Possible Optical Variability: Is This Impacting Our Study?

ULXs are observed to vary in X-rays on timescales of days or more (e.g., Roberts et al. 2006), with many showing suppressed variability on timescales of hours (e.g., Heil et al. 2009). In Galactic X-ray binary systems, the optical emission has also been seen to vary in a way that is related to its X-ray emission (e.g., Charles & Coe 2006). Investigations of the optical variability of these sources can be very beneficial, made evident by the recent work of Tao et al. (2011), and we consider this type of analysis a valid next step for this sample, but it is beyond the scope of the current work. This sample contains only one exposure of each band for each ULX. Our concern here is to see if any variability in the emission from these sources is negatively impacting our analysis. We assume that observations taken within 24 hr should be minimally impacted, so we investigate sources that were observed in more than one epoch with HST. By fitting each epoch separately, we can investigate the potential counterpart variability on these timescales, by checking for changes in their SEDs.

Of the 31 ULX fields considered (NGC 598 ULX1 and IC 342 ULX2 having been removed), multiple epochs were observed in 17 cases. Ignoring cases where no counterpart was visible, or where we only detect the candidate counterpart in one band, there are only eight potential counterparts to consider: NGC 4190 X-1 (1), NGC 253 ULX3 (1), M81 X-6 (1) and NGC 1313 X-1 (1), along with IC 342 X-1 (1) and (2) and NGC 5204 X-1 (1) and (2). To look for variability, we fit the SEDs from each epoch of observations separately with the same χ2 test outlined above, noting any changes in the preferred stellar type.

NGC 1313 X-1 (1) is observed in five different energy bands, four during the same epoch. This only allows for additional fitting of one epoch. With the removal of the F606W band we find no change, suggesting little to no variation in the SED. A similar result is found when fitting NGC 4190 X-1 (1). The full SED of this source contains four filters, three of which were scheduled together. By fitting only these three bands, the best-fitting stellar type appears slightly redder (B9 V). Such changes are not significant (within errors), but variations like this have been noted before in NGC 1313 X-2 (1) by Mucciarelli et al. (2007) and in NGC 5055 X-2 (Roberts et al. 2008), with variations attributed to non-stellar processes (possibly from the accretion disk).

Although IC 342 X-1 and NGC 253 ULX3 have multiple bands for each observational epoch, each of their potential counterparts are visible in only one band from a different epoch. If we remove that one band and refit, we find a statistically similar fit, with the same range of stellar templates allowable (within errors).

NGC 5204 X-1 (1) and (2) have two bluer bands from one observation (09370_01), while two redder bands are from another (08601_39). For each candidate counterpart we fit each observational epoch separately. (1) does not show any significant changes in fitting, while (2) shows an extreme change. This candidate counterpart has previously been identified and discussed by Goad et al. (2002) as a star cluster (09370_01). When Liu et al. (2004; 08601_39) revisited this source, they incorporated higher resolution data from the ACS HRC, which was able to resolve the source into two components, revealing the presence of an O5 V star and a redder star cluster. We find that the complete data set is best fit by a template for an F8 V star, but that the complete data are not well described by any stellar type, with fits of the blue and red bands showing a two-component fit. In the blue bands we are seeing emission from primarily the young O-type star, while the redder bands contain emission from both the star and the nearby cluster. This appears to confirm the suggestions of Liu et al. (2004).

Finally, we return to M81 X-6. The data for its candidate counterpart are unlike any of our available templates. This spectrum appears to be bright at both the red and the blue ends. The initial fit for all data is a B2 III, while two of the separate observations (09073_01 and 10584_18) are fit by an A3 III (O to F) and M0 V (O to early M), respectively. One way to explore this further is to split the spectrum by wave band, fitting the F336W, F435W, and F555W photometric magnitudes in the first instance and F555W, F606W, and F814W in the second. By doing this we note a large difference in the spectral types observed, and obtain the best fits for an O8 f and M0 V template star, respectively. This is too large a discrepancy to be explained by variability, and would seem to indicate some form of source confusion/contamination (cf. NGC 5204 X-1 (2)) by the combination of emission from two stars, or a two-component spectrum that could be explained by an irradiated disk and a red supergiant, the second of which is an intriguing option. Further analysis is required to confirm either scenario.

Of the eight potential counterparts discussed above, we find minimal impact from variability in six cases. In the remaining two cases, we find that the most extreme variations can be more easily explained by the presence of a two-component spectrum. This could encompass a star and an accretion disk, or it could be the presence of multiple stars (or a star + stellar cluster). This shows the importance of both SED construction from a single observation and for variability studies. Each can give us valuable information on the optical counterpart of the ULX, but combining multiple epochs within a single SED can lead to misinterpretation.

5.3. Comparisons to Previous Studies

Table 5 notes any previous identifications and source classifications. Where more than one candidate counterpart is present in our sample, we list the previous identification alongside the counterpart matching that referred to in the literature. Thirteen potential counterparts have been previously identified from our sample (discounting NGC 598 ULX1), although IC 342 X-2 (1) was unable to be classified in previous works. We find that we are still unable to classify it with current archival data. NGC 5204 X-1 (1) and (2) and M81 X-6 (1) were previously classified, and were discussed in detail in Section 5.2. As a result we will not discuss these further in this section.

Of the nine cases remaining, we find that four of our stellar type ranges are in agreement with previous results (Ho IX X-1 (1), NGC 1313 X-2 (1), NGC 2403 X-1 (1), and NGC 5408 X-1 (1)17). In two further cases, the authors attempt to take intrinsic reddening into account, altering their result. This occurs for IC 342 X-1 (1) and Holmberg II X-1 (1). We find these sources to be of types KO IV (IC 342 X-1 (1), possible types cover G–K range) and A3 III (Holmberg II (1), with errors covering B–A types), while previous work found these to be an F-type supergiant (Feng & Kaaret 2008; Roberts et al. 2008) and an OB-type possible supergiant (Kaaret et al. 2004), respectively. This demonstrates that intrinsic reddening can have a large impact in the classification of such objects.

We are unable to classify two of the remaining cases. The first of these is NGC 5128 X-1 for which we detect no counterpart. The candidate counterpart to this source was initially identified by Ghosh et al. (2006) as an OB star. However, Ghosh et al. (2006) performed their own data reduction to get the deepest image possible. This would suggest that the data retrieved from the HLA are not maximized for the depth of image, so if we wish to consider the fainter sources the data should be reduced accordingly. The same problem arises with the faint candidate counterpart to Circinus ULX1, where we are unable to obtain good constraints on the magnitudes of this candidate counterpart.

A recent study by Yang et al. (2011) identified a new potential counterpart to NGC 1313 X-1, labeled as NGC 1313 X-1 (1) in this study. The authors studied all of the available HST data on this source, finding some variability in the F555W band on inter-observational timescales. They attributed this to variations in the accretion disk, and so used only the redder bands to type the companion star to this object. Their analysis indicated the presence of a late-type giant, possibly a K5–M0 II star. However, the absolute F555W magnitude obtained from this work suggests that this source is too bright to be explained by a star of this class. It requires a younger bright giant or supergiant to explain the observed luminosity (assuming only a stellar origin). As our initial fitting used the entire HST SED, our fitting is dominated by the blue component, which affects our classification. Their work highlights the need to consider the variability of these systems (which we tested in Section 5.2), and the need to consider the presence of the accretion disk in these extreme systems. Each of these is discussed further in the next section.

5.4. Accretion Disk Emission

The final point that should be considered when looking at the magnitudes and typing of these systems is the presence of an accretion disk. In accreting X-ray binary systems, optical radiation is released from both the companion star and the accretion disk. The presence of such a disk would increase the emission and change the shape of the source spectrum. The color of the star and disk will also be changed by the X-ray irradiation of the disk and companion star. In order to explore this further, we apply current theoretical models designed to describe such systems. Attempts have been made to create and apply such models (e.g., Copperwheat et al. 2005, 2007; Patruno & Zampieri 2008; Madhusudhan et al. 2008), which indicated that the most likely counterpart to a ULX would be a high-mass donor performing mass transfer via Roche lobe overflow, although their findings differ dramatically for the resulting black hole masses with some suggesting MsBHs while others prefer IMBHs.

Copperwheat et al. (2005) used irradiation models, in combination with models of OB main-sequence stars and four supergiants ranging from F to M, to explore the resulting emission from the system. Their work indicated that the emission from ULXs would be impacted greatly, observing a large brightening in the observed magnitude due to the irradiation of the disk and companion star (a change of ∼0.5–5 mag, depending on the disk size, companion star type, X-ray hardness, and the filter band). Such a change in the absolute magnitude of these systems could help to explain some of the Δm555 values observed in our sample, possibly even including those in the Circinus galaxy. Copperwheat et al. (2007) applied this model to the candidate ULX optical counterparts known at the time, to constrain the parameters of those systems. This assumes that we are observing a binary system that contains a compact object and a companion star, with the accretion disk being fed by Roche lobe overflow (irrespective of the companion star's mass). No assumption is made on the mass of the compact object, with masses spanning the SMBH, MsBH, and IMBH range (10–1000 M), with a wide range of stellar masses and radii also available. Mass accretion rates are inferred from the X-ray luminosity of the system, with the optical emission incorporating light from both the irradiated star and the accretion disk. We refer the reader to Copperwheat et al. (2005, 2007) for a more detailed discussion of the model and its application.

Here we apply the same model to our current sample. To do this, we require X-ray flux ratios for each ULX for which we have possible optical counterparts. Ideally this should be derived from data taken concurrently with that of the optical data. This ideal case would allow us to understand the X-ray emission of the system at the time our optical data were observed, which would have implications on the amount of X-ray re-ionization. However, since we are using archival data, this is generally not possible, so we work on a best efforts basis, combining the X-ray and optical data in order to obtain some constraints on the nature of the system. Phenomenological models can provide general constraints on the shape of low-quality spectra, but the absorption columns can vary widely depending on model choice and data quality. We use published results, searching for statistically sound fits to either Chandra or XMM-Newton data with more physically motivated models. Whenever these are unavailable, we consider phenomenological fits to the data. These models are then read into xspec to derive flux ratios for each source. The model flux is obtained for the 0.3–1.0 and 1.0–10.0 keV ranges, first with the Galactic absorption column removed and then with the intrinsic model fit. The derived flux ratios are listed in Table 6, along with the relevant models and references.

Table 6. Models, Flux Ratios, and X-Ray Luminosities for Each ULX that has a Counterpart Detected in Multiple HST Bands

Source Modela Flux Ratiob LXc(1039 erg s−1)
Galactic Intrinsic Galactic Intrinsic
NGC 55 ULX1 DKBBFTH1 2.60 0.873 1.1 2.0
NGC 4190 X-1 DISKPBB2 6.80 3.17 4.0 4.7
NGC 253 ULX1 PILEUP×PEGPWRLW* 104 1.29 0.64 1.6
NGC 253 ULX2 DISKBB3 13.1 6.62 1.5 1.9
NGC 253 ULX3 POWERLAW* 33.1 7.10 0.19 0.23
NGC 253 XMM6 PILEUP×(DISKBB+COMPTT)* 15.3 2.85 0.93 1.5
M81 X-6 DKBBFTH1 9.33 3.93 2.3 2.7
Hol IX X-1 DKBBFTH1 8.08 4.25 7.7 8.7
NGC 1313 X-1 DKBBFTH1 6.96 2.33 3.7 4.8
NGC 1313 X-2 DKBBFTH1 12.4 4.85 4.8 5.6
IC 342 X-1 DKBBFTH1 27.4 3.76 3.0 4.2
IC 342 X-6 DISKBB4 6.34 6.34 0.16 0.16
NGC 2403 X-1 DKBBFTH1 8.38 3.07 2.5 3.2
Hol II X-1 DKBBFTH1 2.05 1.27 15.4 19.1
M83 XMM1 DISKPN+EQPAIR5 0.359 0.236 1.0 1.8
NGC 5204 X-1 DKBBFTH1 2.11 1.61 2.0 2.2
NGC 5408 X-1 DKBBFTH1 0.685 0.552 4.6 5.4
NGC 3034 ULX5 POWERLAW6 125 3.48 27 42

Notes. aPublished model taken from references denoted by superscript number, although not stated, all models are absorbed. bGalactic corrected and intrinsic flux ratio (1.0–10.0/0.3–1.0 keV), derived within xspec using listed models. cGalactic absorption corrected and intrinsic X-ray luminosity in the 0.3–10.0 keV bandpass. These luminosities are taken from references given below whenever the bandpass matches. If this was not available, we scale using model fits within xspec. References.1Gladstone et al. 2009; 2T. P. Roberts et al., in preparation; 3Kajava & Poutanen 2009; 4Mak et al. 2011; 5Stobbart et al. 2006; 6Kaaret et al. 2006. *Values not available from published results, so simple fitting performed on data using listed models.

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The resulting Galactic absorption corrected flux ratios are combined with the Galactic extinction corrected optical magnitudes to provide a multi-wavelength view of the emission from these systems. Likewise, the intrinsic X-ray flux ratios were also combined with the intrinsic optical magnitudes for fitting. Both Galactic corrected and intrinsic values are fit with models from Copperwheat et al. (2005, 2007) to consider each system in two states: one in which the donor is in superior conjunction and the inclination is cos(i) = 0.0 (the optical light is dominated by the irradiated star, there is no optical disk emission); and the same conjunction with an inclination of cos(i) = 0.5 (both a star and disk contribution, although the ratio of these components will vary in general the disk contribution tends to become dominant). This is carried out for each potential counterpart for which we have available X-ray spectra and multiple optical bands.

We have obtained magnitudes in multiple optical bands for 25 candidate counterparts of 18 ULXs. We list constraints on the binary parameters for the Galactic-corrected optical magnitudes (Table 7) and intrinsic magnitudes (Table 8). In each case we consider the candidate to be the true counterpart to the ULX, we treated cos(i) = 0.0 and cos(i) = 0.5 cases separately. We select some of the more well known ULXs and some interesting cases from both Galactic corrected and intrinsic case and provide their full fits in Figures 410. In each case, the figure captions contain the main findings, constructed using both the figures and Tables 7 and 8.

Figure 4.

Figure 4. Confidence contours for NGC 253 ULX2 candidate ULX counterpart 1. Parameters are plotted in two groups of four; the top four contain fits achieved using Galactic corrected data, while the bottom four relate to intrinsic magnitudes. Left-hand panels represent a superior conjunction with an inclination of cos(i) = 0.0 (observed emission dominated by irradiated star). Right-hand panels are for an inclination of cos(i) = 0.5, again at superior conjunction (emission from both irradiated star and disk, although generally dominated by the disk). The intrinsic, cos(i) = 0.5, donor mass vs. BH mass panel is missing, as we have no constraints in this case for this source. We find that Galactic extinction/absorption corrected data suggest that MBH ≳ 38 M for an edge-on system, where the companion mass and radius constraints indicate a late-type giant to be a likely counterpart (comparing to Zombeck 1990). When the inclination is set to cos(i) = 0.5, then MBH ≲ 590 M at the 1σ level. Here, stellar constraints suggest either an OB-type companion (in which case the source would need to be heavily reddened) or a later-type giant. Switching now to the intrinsic fits, we lose many constraints. We only obtain lower limits on the star's radius when the system is inclined, while we obtain lower limits on both the stellar mass and radius at cos(i) =0.0. The mass constraints show that the system cannot be explained by an LMXB, but that either an intermediate- or high-mass companion is possible, where stellar radius constraints tell us that we are observing either an OB star or a giant or supergiant (Zombeck 1990).

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Figure 5.

Figure 5. As with Figure 4, here we show confidence contours for Holmberg IX X-1 (1) that was suggested by Liu et al. (2004) as the more likely candidate. Parameters are plotted in two groups of four for each ULX; top four containing fits from Galactic corrected data, while the bottom four relate to intrinsic magnitudes. Left-hand panels represent observed emission dominated by irradiated star, while the right-hand panels are for an inclination of cos(i) = 0.5. We obtain black hole mass constraints for Galactic extinction/absorption correction data in superior conjunction with cos(i) = 0.0. We find that MBH > 18.6 M (assuming 1σ constraints, see Table 7). We find that stellar mass and radius constraints are also quite confined, only allowing for an early F-type supergiant (Zombeck 1990), remarkably different from the B giant or supergiant suggested by our SED fitting (see Section 5.1). The alternative is that the system is at low inclination, allowing us to see blue optical emission from the disk. Here, the stellar mass and radius constraints rule out the possibility of a supergiant, but still allow for a range of giants (A to mid-G) and main-sequence (B to mid-G) companions. The black hole mass constraint is lost when we switch to intrinsic magnitudes, with fits ruling out the possibility of this system containing a main-sequence star for all types except B, and the later-type supergiants (G or later), for the case of cos(i) = 0.0. At cos(i) = 0.5, we see that the F-type supergiants are also ruled out, but that the entire main sequence is available, depending on the assumed black hole mass.

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Figure 6.

Figure 6. As with Figure 4, here we show confidence contours for Holmberg IX X-1 (3). The top four panels contain fits achieved using Galactic corrected data, while the bottom four relate to fits using intrinsic magnitudes. Left-hand panels represent a superior conjunction with an inclination of cos(i) = 0.0. Right-hand panels are for an inclination of cos(i) = 0.5, again at superior conjunction. Here we see that the star's radius allows us to place constraints on the black hole mass in all cases, with upper limits ranging from 85 to 350 M (at 1σ level; see Tables 7 and 8). If we assume that the top four panels are correct (Galactic extinction correction only), we rule out IMBHs, and the possibility of an HMXB. This is because the stellar constraints are M* < 6.2 M and R* < 2.5 R (for MBH = 10 M). When we switch to the intrinsic scenario (no shielding of the star), the black hole mass constraints relax so that both MsBHs and IMBHs are possible, but the star's constraints are still kept to M* < 12.6 M and R* < 4.2 R. The companion could be a mid-B or later main-sequence star, or a mid-class (∼F) giant.

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Figure 7.

Figure 7. As with Figure 4, here we show confidence contours for NGC 1313 X-2 (1), where parameters are plotted in two groups of four, using Galactic corrected and intrinsic data. Left-hand panels represent a superior conjunction at cos(i) = 0.0, while right-hand panels provide superior conjunction cos(i) = 0.5 fits. The intrinsic, cos(i) = 0.5, donor mass vs. BH mass panel is missing, as we have no constraints in this case for this source. No constraints are found for the black hole mass in this ULX, but some constraints are achieved for the companion. Also, if we incorporate findings from studies of the surrounding stellar population, we can use an upper mass limit of ∼12 M (Grisé et al. 2008). This suggests a companion mass range of 1.7 ≲ M* ≲ 12 M and a radius range of 2.6 ≲ R* ≲ 325 R, when using Galactic extinction/absorption corrections and cos(i) = 0.0. This allows for early B to F0-type main-sequence stars, along with A to mid-F giants (III) (Zombeck 1990). If we switch to the alternative inclination, we find that the range of stellar radii is reduced while lower limits on the mass range are lost. This implies that early-type main-sequence stars are permissible, along with A to early G-like giants, while all supergiants are ruled out. Intrinsic data suggest only a lower-mass limit for the companion in the case of cos(i) = 0.0, while the radius range is large. Combining these with Grisé et al. (2008), we rule out all main-sequence stars and all but F-type supergiants, however, any giants are acceptable (using Zombeck 1990). If we switch to the inclination of cos(i) = 0.5, we lose stellar mass constraints but retain constraints on the star's radius, allowing any main-sequence stars, all giants, but only OB-type supergiants. Again, combining this with the mass limit 12 M, this rules out O and early B stars of all classes.

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Figure 8.

Figure 8. As with Figure 4, displayed above are the confidence contours of the fits for IC 342 X-1 (1). The top four contain fits for Galactic corrected data, while the bottom four are for intrinsic magnitudes. Left-hand panels are for observed emission dominated by irradiated star. Right-hand panels are for an inclination of cos(i) = 0.5. The Galactic corrected and intrinsic, cos(i) = 0.5, donor mass vs. BH mass panel is missing, as we have no constraints in this case for this source. Fitting provides a lower limit on the black holes' mass at the 1σ level in the upper two left-hand plots (galactic corrected with an inclination of cos(i) = 0.0). This limit indicates a lower mass of MBH ≳ 18.6 M. The star mass and radius ranges, provided in the top four panels, are also narrow enough that they can also place good constraints on the companion star type. It indicates that we are most likely observing a late G or early K supergiant when cos(i) = 0.0 and a sliding scale for cos(i) = 0.5, covering a wide range of stellar types. For sMBHs the donor must be a high-mass companion that is either giant or supergiant in class. However, an M555 = −5.7 (from Table 5), rules out type Ia stars, although many 1b's are still allowable. If MBH = 100 M the companion can be an O or early B main sequence, or any giant (class III) star. Finally, if we are observing an IMBH (MBH = 1000 M), the companion can be an OB main sequence, or a mid to late B to G III. Now we turn to the intrinsic magnitude for this source at an inclination of cos(i) = 0.5, where we are unable to obtain mass constraints once again. We also find that the radius range generally increases with increasing black hole mass, allowing for O and early B main-sequence stars, any III, or M0 and younger I, with the smallest range narrowing this to O-like main sequence, B or K III, K0 or younger supergiants.

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Figure 9.

Figure 9. As with Figure 4, here we show confidence contours of the fits for IC 342 X-1 (2). Parameters are plotted in two groups of four; top four containing fits achieved using Galactic corrected data, while the bottom four relate to intrinsic magnitudes. Left-hand panels represent a superior conjunction with an inclination of cos(i) = 0.0 (observed emission dominated by irradiated star). Right-hand panels are for an inclination of cos(i) = 0.5, again at superior conjunction (emission from both irradiated star and disk, although generally dominated by the disk). The intrinsic, cos(i) = 0.5, donor mass vs. BH mass panel is missing, as we have no constraints in this case for this source. By combining these plots with the values from Tables 7 and 8, we obtain stellar mass constraints of 1.3 ≲ M* ≲ 51.3 M for Galactic corrected magnitudes with radius constraints 3.5 ≲ R* ≲ 271.8 R for an edge-on system, which drops to M* ≲ 1.5 M and 5.1 ≲ R* ≲ 641.6 R when intrinsic magnitudes are used. This allows for OB main sequence, any III, or B to mid-K supergiant stars in the first instance, and O or early B main sequence, any III, or all but the reddest supergiant stars in the second instance. If we instead switch to cos(i) = 0.5, the star's mass and radius constraints provide us with a high upper limit on the mass of M* ≲ 44.9 M with a lower radius limit of R* ≲ 12.9 R, with the radius decreasing with increasing black hole mass. This combination rules out all O classifications, all supergiants, and K or early B III. The intrinsic magnitudes provide us with even less constraints, obtaining only an upper limit on the companion star's radius (R* ≲ 55.5 R) allowing for any main-sequence star, any giant, or mid-A or younger supergiants.

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Figure 10.

Figure 10. As with Figure 4, displayed above are confidence contours obtained from fits for NGC 5204 X-1 (1). Parameters are plotted in two groups of four; top four containing fits achieved using Galactic corrected data, while the bottom four relate to intrinsic magnitudes. Left-hand panels represent a superior conjunction with an inclination of cos(i) = 0.0 (observed emission dominated by irradiated star). Right-hand panels are for an inclination of cos(i) = 0.5, again at superior conjunction (emission from both irradiated star and disk, although generally dominated by the disk). The intrinsic, cos(i) = 0.5, donor mass vs. BH mass panel is missing, as we have no constraints in this case for this source. We obtain mass and radius constraints for three of the four scenarios considered, losing mass constraints only in the intrinsic inclined (cos(i) = 0.5) case. For cos(i) = 0.0, in the Galactic extinction corrected case the mass and radius constraints listed in Table 7 constrain the allowable companion star types to O V, OB III, or early B I, while intrinsic magnitudes extend the range to O or early B main-sequence stars, any giants, or early K or younger supergiants. When we switch to an inclined system, we once again obtain a sliding radius scale for the companion star, which decreases with increasing black hole mass. For lower-mass black holes, we find strong constraints on the possible companion star, only allowing for early B supergiants. As the black hole mass increases, however, we find that none are comparable with the mean values (Zombeck 1990). This would indicate that either the companion is not of a mean classification or that this is not the correct scenario or counterpart for this ULX. This could also be due to the fact that the assumption of galactic corrected magnitudes is incorrect in this case. The intrinsic case, however, allows little to no constraints, meaning that any companion type is possible.

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Table 7. 1σ Binary Parameter Constraints Obtained for Each Potential ULX Optical Counterpart Derived from Galactic Absorption Corrected Magnitudes

Source C/P IDa cos(i) MBH = 10 M MBH = 100 M MBH = 1000 M
M* R* M* R* M* R*
(M) (R) (M) (R) (M) (R)
NGC 55 ULX1 1 0.0 1.4–15.4 3.4–64.1 3.8–19.7 4.1–59.1 3.8–20.4 4.1–58.9
    0.5 <13.9 2.2–5.1 <8.9 0.9–3.1 MBH < 700 M
  2 0.0 1.4–1.5 50.9–52.3 1.4–4.6 29.3–55.4 1.4–4.6 29.3–55.5
    0.5 <15.1 3.6–5.4 <10.0 1.4–3.3 MBH < 840 M
NGC 4190 X-1 1 0.0 1.3–48.8 2.0–85.9 2.9–58.2 3.0–439.9 2.9–63.3 3.0–447.6
    0.5 <45.9 <13.0 <43.6 <8.3 <13.4 <4.0
NGC 253 ULX1 2 0.0 1.4–29.0 3.5–95.7 2.5–32.9 4.1–263.7 2.6–34.4 4.2–268.9
    0.5 <30.9 2.1–12.2 <28.0 0.8–6.7 <10.0 <3.3
  3 0.0 1.2–14.1 2.1–84.7 1.2–17.9 2.7–103.2 1.2–18.5 2.7–103.4
    0.5 <12.2 <4.6 <7.3 <2.7 MBH < 550 M
  4 0.0 <33.8 1.3–179.0 <37.7 1.6–329.1 <39.4 1.6–348.8
    0.5 <32.6 <13.0 <29.9 <7.2 <12.2 <3.8
NGC 253 ULX2 1 0.0 MBH > 37.7 M 11.8–14.8 413.1–601.0 12.7–14.7 471.2–629.8
    0.5 <1.7 76.5–85.7 <6.8 30.4–69.7 MBH < 590 M
NGC 253 ULX3 1 0.0 3.0–10.5 17.8–290.3 5.3–13.1 17.6–394.3 5.6–13.1 17.6–399.5
    0.5 <15.5 10.7–117.8 <20.5 6.5–230.5 <36.1 2.7–272.8
NGC 253 XMM6 1 0.0 <7.2 1.5–46.0 <13.6 2.3–103.2 <14.2 2.3–103.3
    0.5 <5.7 <2.3 MBH < 72 M
  2 0.0 1.2–1.5 22.4–44.6 1.2–5.5 20.1–99.5 1.2–6.0 20.1–100.1
    0.5 <13.7 0.9–4.4 <6.7 <2.6 MBH < 405 M
M81 X-6 1 0.0 1.4–33.5 3.5–85.6 5.1–40.1 4.4–124.7 5.1–43.0 4.5–125.1
    0.5 <2.0 2.1–7.8 <6.7 0.8–4.4 <4.4 <2.0
Hol IX X-1 1 0.0 MBH > 18.6 M 8.9–10.5 33.3–63.2 8.9–10.5 33.3–64.2
    0.5 <16.0 5.3–8.8 <27.0 2.1–6.2 <2.3 1.0–1.4
  3 0.0 <13.6 1.3–46.0 <21.9 1.8–99.0 <24.0 1.8 - 99.6
    0.5 <6.2 <2.5 MBH < 85 M
NGC 1313 X-1 1 0.0 1.5–32.3 3.8–85.5 6.7–40.2 4.8–31.5 6.7–43.7 5.0–31.6
    0.5 <29.7 2.5–8.7 <26.1 1.0–5.8 <3.3 <1.7
NGC 1313 X-2 1 0.0 1.7–31.0 4.6–55.1 8.0–40.0 5.7–24.2 8.5–44.1 5.9–24.2
    0.5 <28.7 3.3–8.4 <24.9 1.3–5.6 <2.1 <1.3
IC 342 X-1 1 0.0 MBH > 18.9 M 8.3–12.7 124.8–461.1 8.8–12.7 128.8–477.6
    0.5 No constraint 20.1–43.1 No constraint 7.8–25.3 No constraint 3.4–12.1
  2 0.0 1.3–39.1 3.5–85.7 2.5–47.5 4.4–266.9 2.5–51.3 4.5–271.8
    0.5 <44.9 1.8–12.9 <42.2 <8.1 <12.9 <3.9
IC 342 X-6 1 0.0 No constraint 2.4–223.0 No constraint 2.8–259.9 No constraint 2.8–264.5
    0.5 No constraint 1.5–93.8 No constraint <81.8 No constraint <82.2
NGC 2403 X-1 1 0.0 1.4–21.3 2.9–85.5 5.0–27.8 3.9–100.6 5.0–29.7 4.0–100.7
    0.5 <19.4 1.5–6.2 <14.1 <4.1 <0.8 <0.7
Hol II X-1 1 0.0 >2.6 21.1–145.6 >10.9 21.4–164.7 >11.3 21.9–168.8
    0.5 No constraint 15.5–39.4 No constraint 7.7–25.1 No constraint 3.2–16.0
M83 XMM1 1 0.0 No constraint 1.5–300.0 No constraint 1.9–479.1 No constraint 1.9–485.3
    0.5 No constraint <57.3 No constraint <34.1 No constraint <11.2
NGC 5204 X-1 1 0.0 9.7–61.1 8.3–18.3 15.5–67.6 8.9–19.5 17.0–71.9 9.2–19.4
    0.5 <57.6 8.0–23.0 <56.1 5.3–11.6 <35.7 2.2–6.9
  2 0.0 No constraint 216.9–349.9 MBH < 20 M
    0.5 MBH > 15.9 M 14.7–16.1 272.2–506.9 14.7–16.1 209.9–341.1
NGC 5408 X-1 1 0.0 >2.5 8.2–243.9 >7.0 8.9–637.2 >7.8 9.2–655.6
    0.5 No constraint 7.9–64.8 No constraint 4.1–36.2 No constraint 1.7–17.7
NGC 3034 ULX5 1 0.0 >11.8 >151.7 >71.7 >209.3 >71.3 >289.7
    0.5 <1.6 7.7–117.8 <9.3 >9.3 <9.3 >10.4

Note. aCandidate counterpart IDs, as listed in previous tables. Irradiation model output parameters as derived from fits using Galactic extinction/absorption corrected magnitudes for each candidate counterpart. All stellar constraints are given in units of solar mass and radius.

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Table 8. 1σ Binary Parameter Constraints Derived from Intrinsic Magnitudes for Each Potential ULX Optical Counterpart

Source C/P IDa cos(i) MBH = 10 M MBH = 100 M MBH = 1000 M
M* R* M* R* M* R*
(M) (R) (M) (R) (M) (R)
NGC 55 ULX1 1 0.0 No constraint 2.7–181.2 No constraint 3.4–294.7 No constraint 3.4–299.9
    0.5 No constraint 1.4–33.4 No constraint <14.8 No constraint <9.6
  2 0.0 <61.4 2.3–117.8 <66.7 2.9–261.3 <70.3 2.9–266.1
    0.5 <63.1 1.0–23.4 <60.1 <11.8 <39.0 <7.2
NGC 4190 X-1 1 0.0 >1.7 1.4–517.4 >3.3 >2.2 >3.4 >2.3
    0.5 No constraint No constraint No constraint No constraint No constraint No constraint
NGC 253 ULX1 1 0.0 No constraint No constraint No constraint No constraint No constraint No constraint
    0.5 No constraint No constraint No constraint No constraint No constraint No constraint
  2 0.0 No constraint No constraint No constraint No constraint No constraint No constraint
    0.5 No constraint No constraint No constraint No constraint No constraint No constraint
  4 0.0 No constraint No constraint No constraint No constraint No constraint No constraint
    0.5 No constraint No constraint No constraint No constraint No constraint No constraint
NGC 253 ULX2 1 0.0 >2.8 >11.8 >8.8 >12.3 >8.8 >12.8
    0.5 No constraint >11.2 No constraint >7.3 No constraint >3.2
NGC 253 ULX3 1 0.0 No constraint No constraint No constraint No constraint No constraint No constraint
    0.5 No constraint No constraint No constraint No constraint No constraint No constraint
NGC 253 XMM6 1 0.0 1.2–66.0 2.0–218.6 1.3–71.7 2.7–478.8 1.3–76.0 2.8–482.5
    0.5 No constraint <28.1 No constraint <14.9 No constraint <8.1
  2 0.0 No constraint 3.0–220.2 No constraint 3.7–401.0 No constraint 3.8–420.4
    0.5 No constraint 1.6–52.4 No constraint <27.8 No constraint <14.0
M81 X-6 1 0.0 >1.5 3.5–239.6 >5.6 4.4–332.7 >5.6 4.5–333.7
    0.5 <5.8 2.2–53.5 <20.2 0.8–35.2 <46.5 <14.6
Hol IX X-1 1 0.0 1.6–80.4 6.2–117.8 8.2–94.6 7.3–187.5 8.2–105.3 7.8–187.5
    0.5 <88.1 4.7–22.8 <88.9 1.8–14.1 <53.8 <8.6
  3 0.0 <15.1 1.3–62.2 <23.9 1.9–194.8 <26.3 1.9 - 199.6
    0.5 <12.6 <4.2 <5.4 <2.2 MBH < 350 M
NGC 1313 X-1 1 0.0 2.0–69.5 5.2–84.1 9.6–79.4 6.2–41.1 9.6–85.7 6.5–41.0
    0.5 <66.0 4.4–18.4 <64.4 1.7–11.2 <33.0 <6.6
NGC 1313 X-2 1 0.0 >1.7 4.9–215.8 >8.2 6.0–132.0 >8.3 6.3–132.9
    0.5 No constraint 3.6–42.4 No constraint 1.4–26.4 No constraint <14.4
IC 342 X-1 1 0.0 11.3–115.1 22.1–437.3 12.2–114.5 >23.2 12.7–112.0 >25.0
    0.5 No constraint 15.4–255.1 No constraint 9.7–312.5 No constraint 4.3–587.2
  2 0.0 >1.5 5.1–222.3 >5.2 6.0–607.2 >5.6 6.3–641.6
    0.5 No constraint 3.9–55.5 No constraint 1.6–30.6 No constraint <17.1
IC 342 X-6 1 0.0 No constraint No constraint No constraint No constraint No constraint No constraint
    0.5 No constraint No constraint No constraint No constraint No constraint No constraint
NGC 2403 X-1 1 0.0 >1.3 2.6–326.8 >5.1 >3.6 >5.2 >3.6
    0.5 No constraint 1.2–82.8 No constraint <51.5 No constraint <21.9
Hol II X-1 1 0.0 >2.1 9.8–274.0 >10.9 19.6–167.7 >11.7 20.6–192.3
    0.5 No constraint 9.5–127.8 No constraint 3.9–86.7 No constraint 1.7–45.0
M83 XMM1 1 0.0 No constraint No constraint No constraint No constraint No constraint No constraint
    0.5 No constraint No constraint No constraint No constraint No constraint No constraint
NGC 5204 X-1 1 0.0 >2.5 4.4–402.8 >8.5 5.1–294.6 >8.8 5.3–298.4
    0.5 No constraint 3.4–650.2 No constraint >1.3 No constraint No constraint
  2 0.0 >6.2 >12.0 >13.3 >12.4 >13.4 >12.9
    0.5 No constraint >11.7 No constraint >10.1 No constraint >4.3
NGC 5408 X-1 1 0.0 >1.4 >4.3 >2.7 >5.2 >2.8 >5.3
    0.5 No constraint 3.3–397.2 No constraint 1.3–654.2 No constraint No constraint
NGC 3034 ULX5 1 0.0 >11.8 >151.7 >71.7 >209.3 >71.3 >289.7
    0.5 No constraint >146.9 No constraint >160.1 No constraint >57.1

Notes. The same as in Table 7. aCandidate counterpart ID, as listed in previous tables. All stellar constraints are given in units of solar mass and radius, with values derived from irradiation models fitting intrinsic X-ray and optical emission.

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Initially, we consider only the fits from the Galactic corrected optical magnitudes. As previously stated, this can be considered a lower limit for the extinction of these sources.

For 10 of the potential counterparts, we are able to not only constrain the mass and radius of the companion at the 1σ level, but also the mass of the black hole in the system, for certain assumed inclinations. They are NGC 55 ULX1 (1) and (2), NGC 253 ULX1 (3), NGC 253 ULX2 (1), NGC 253 XMM6 (1), NGC 253 XMM6 (2), Ho IX X-1 (1) and (3), IC 342 X-1 (1), and NGC 5204 X-1 (2). These findings are summarized in Table 9. When comparing these to the rest of the population of candidate counterparts, we find that they generally have smaller errors than the other potential counterparts. Eight of these also seem to be redder in color, with the exceptions being Ho IX X-1 (1) and (3).

Table 9. Black Hole Mass, and Binary Parameter Constraints Obtained during X-Ray Irradiation Model Fitting (1σ Constraints)

Source C/P IDa Fittingb cos(i) Black Hole Constraints Obtained for
Mass Companion Star
Constraints M* R*
(M) (M) (R)
NGC 55 ULX1 1 G 0.5 <700 <13.9 0.9–5.1
  2 G 0.5 <840 <15.1 1.4–5.4
NGC 253 ULX1 3 G 0.5 <550 <12.2 <4.6
NGC 253 ULX2 1 G 0.0 >37.7 11.8–14.8 413.1–629.8
    G 0.5 <590 <6.8 30.4–85.7
NGC 253 XMM6 1 G 0.5 <72 <5.7 <2.3
  2 G 0.5 <405 <13.7 <4.4
Hol IX X-1 1 G 0.0 >18.6 8.9–10.5 33.3–64.2
  3 G 0.5 <85 <6.2 <2.5
  3 I 0.5 <350 <12.6 <4.2
IC 342 X-1 1 G 0.0 >18.9 8.3–12.7 124.8–477.6
NGC 5204 X-1 2 G 0.0 <20 No constraint 216.9–349.9
    G 0.5 >15.9 14.7–16.1 209.9–506.9

Notes. aCandidate counterpart ID, as listed in previous tables. bThe type of magnitudes used in fitting X-ray irradiation models—G: Galactic extinction/absorption corrected values used; I: intrinsic values used for fitting. All stellar constraints are given in units of solar mass and radius, with values derived from irradiation models fitting intrinsic X-ray and optical emission.

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Two of these sources, NGC 253 ULX2 (1) and NGC 5204 X-1 (2), show both upper and lower black hole mass constraints, although each is provided for a different inclination. We find that we are only able to constrain the lower black hole mass limit from NGC 253 ULX2 (1) when we assume that all of the observed optical emission is from the irradiated companion star (cos(i) = 0.0). Here, fitting implies that the black hole must be greater than ∼37.5 M, a mass that is larger than any observed MsBH seen to date, but still covering both the massive stellar and intermediate-mass regimes. When we consider the alternative scenario, in which we observe emission from both the companion star and the accretion disk (cos(i) = 0.5), we obtain an upper limit of 590 M. Again, this covers all classes of black hole.

In the case of NGC 5204 X-1 (2), we see the reverse. We obtain an upper limit on the mass when only considering emission from the companion, while we obtain a lower limit when cos(i) = 0.0. These are MBH ≲ 20 M and MBH ≳ 15.9 M, respectively. In the first case, this would imply that we are observing a regular sMBH, similar to those seen in our own Galaxy, but accreting at a much higher accretion rate (if this is the correct companion). However, if the inclination is increased, so that we also see some of the accretion disk in the optical bands, the lower limit allows for any category of black hole. However, its two-component nature is thought to be a result of a star cluster and an O5 star. As a result, it is not considered the likely companion to this ULX.

In two cases, we obtain lower-mass limits at an angle of cos(i) = 0.0. These are Ho IX X-1 (1) and IC 342 X-1 (1). In each case we obtain a lower limit of ∼19 M, placing their lowest mass at the upper end of those observed in our own Galaxy. In each of the remaining six cases, we obtain upper black hole mass limits, under the assumption that the observed optical data incorporate both emission from the irradiated disk and companion star (cos(i) = 0.5). NGC 55 ULX (1) and (2), NGC 253 ULX1 (3), and NGC 253 XMM6 (2) all have upper limits that are approximately 400 M, such that no classification on black hole type can be made. However, NGC 253 XMM6 (2) and Ho IX X-1 (3) have upper mass limits that lie within the range of massive MsBHs, with masses <85 M. However, we should note that Ho IX X-1 (1) is thought to be the more likely counterpart, due to He ii emission in its optical spectra (e.g., Roberts et al. 2011).

In cases where we have only constraints on the companion, we find some general trends emerging. When the system is inclined such that the disk is edge-on (so that emission is purely from the companion star), we find that the mass and radius ranges of the star tend to increase with increasing black hole mass. The opposite trend is present when emission is also thought to come from the disk. There are a few instances when this is not the case. In four cases (NGC 253 ULX3 (1), M81 X-6 (1), NGC 1313 X-1 (1), and NGC 1313 X-2 (1)) we see the opposite trends occurring, while Ho IX X-1 (1) and IC 342 X-1 (1) show approximately the same values across the range of black hole masses.

What can these stellar mass ranges tell us about the system? Using the following approximate mass ranges, we are able to classify the potential companion stars of these ULXs. Low-mass stars are considered to be those of ≲ 1 M, those in the range of 1 ≲ M* ≲ 10 M are intermediate, while those with M* ≳ 10 M are considered high-mass stars. We find that, although it was previously thought that these systems are HMXBs, the presence of low-mass stars cannot be ruled out in 27 cases of the 52 tested (26 potential ULX counterparts in 2 scenarios). Intermediate-mass stars are possible in 41 cases, while high-mass stars cannot be ruled out in 34 cases. If we fold in the observed absolute magnitudes of these candidates (from Table 5), we can again compare to Zombeck (1990) to see how many of these ULXs could be playing host to OB companions. Of the 18 ULXs that had potential counterparts available for fitting, all can hold B stars (depending on choice of inclination and black hole mass), while only 8 can contain O stars.

Due to the increased errors on our intrinsic magnitudes, Table 8 shows that we are only able to obtain one black hole mass constraint from the 52 cases considered. The fits to Ho IX X-1 (3) provide an upper bound of 350 M in the case of cos(i) = 0.5. This is also listed in Table 9. We are also unable to obtain mass constraints on the companion in 30 of the 52 cases, 14 of which also give no constraints on the radius of the companion. Where constraints are achieved, they follow the same trends as those outlined from Galactic extinction corrections; however, we have many more lower limits on the star's mass and radius, as constraints on their upper bounds are lost. Where we have constraints, we attempt to classify the candidate counterparts as low, high, or intermediate mass, we find that 7 cases can be described by a system containing a low-mass companion, that an intermediate-mass star cannot be ruled out in 20 cases, while 22 cases may contain a high-mass companion.

6. SUMMARY

Here we present the findings of our survey of the potential optical counterparts to ULXs, which combines data from both the HLA and the Chandra Space Telescope. We collate information pertaining to those ULXs residing within ∼5 Mpc, and search for any potential counterparts. We find that from our initial sample of 45 ULXs, 12 have no archival data. In the remaining 33 cases, we collated data from each telescope and correct the astrometry of the downloaded data. By cross-correlating Chandra and HST field, we found two of the sample to reside within the nucleus of their host galaxies, they were therefore removed from our analysis. We find that 22 of the 31 remaining ULXs show the presence of candidate optical counterparts, with 13 ULXs having a single optical candidate in the ULX positional error region. Nine of our sample have no observed counterpart within the error region, although as Ptak et al. (2006) highlighted in some cases this will be due to insufficient depth in the exposures of these fields. The remaining 22 ULXs have a total of 40 potential counterparts, 26 of which are observed in multiple bands affording us the opportunity to attempt classification. It is obvious that not all can be the true counterparts to these ULXs, so we derive the number of chance coincidences to remove these from our sample. This suggests that 13 ± 5 of the detected counterparts are correct for the 22 ULXs considered. When we remove Circinus 1 and NGC 3034 sources from the catalog, this changes to 15 ± 4 for 19 ULXs.

We find that initial identifications of potential counterparts show no prevalence of a single stellar type. Classifications cover the wide range of types from blue OB stars to red M types, and range in size from main sequence to supergiants (that are possibly reddened). When considering the derived absolute magnitudes of these sources in the F555W filter band (≃ MV), the results are more suggestive of giants/bright giants/supergiants in the majority of cases, although some appear too bright to be explained by even the most luminous stars. The presence of such luminous objects indicates that in some cases we are either observing foreground sources that are not related to the ULX, or that the stellar emission is enhanced by emission from an irradiated star and/or accretion disk. Such emission could easily brighten the system by up to ∼5 mag (Copperwheat et al. 2007), in agreement with the observed disparity in optical flux. If instead we combine the range of possible stellar types with the derived absolute magnitudes, this indicates that we are mainly observing OB-type stars, with OB stars ruled out for only one ULX—NGC 253 ULX2. This source has only one detected counterpart, a red SED that can only be explained by late K or M stars, while its absolute V magnitude is ∼ −6.2. However, this magnitude and SED fitting was obtained from the Galactic corrected magnitudes, so would it be reasonable in the intrinsic case? If we compare galactic and total columns, we find that NH goes from 3 to 20 (× 1020 cm−2). This means that E(BV) changes from ∼0.06 to ∼0.8, a relatively small change. However, the errors on the derived E(BV) values would be considerably larger due to the large uncertainties in NH. This means that we are unable to explore this option at present. To test this further we would need great constraints on the extinction/absorption of this system, constraints that could be achieved using deeper X-ray observations.

The application of X-ray irradiation models provides constraints on the black hole mass in only 10 cases, when fitting each of the potential counterparts using only the Galactic corrected X-ray and optical values (assuming in each case that this is the correct counterpart to the ULX). However, constraints are limited. In one case, the limit suggests an sMBH (NGC 5204 X-1 (2), cos(i) = 0.0), while in another the companion can be either an sMBH or a MsBH (Ho IX X-1 (3), cos(i) = 0.5). These are interesting results as they agree with the current theory regarding these more standard ULXs. However, in another instance, only an sMBH is ruled out (MsBH and IMBHs allowable; NGC 253 ULX2 (1), cos(i) = 0.0). We find that the fits from five of these cases provide an upper limit on the black hole mass of the order of hundreds of M (NGC 55 ULX1 (1) and (2), cos(i) = 0.5; NGC 253 ULX1 (3), cos(i) = 0.5; NGC 253 ULX2 (1), cos(i) = 0.5), while the three remaining cases cannot rule out any classification of black hole (Ho IX X-1 (1), cos(i) = 0.0; IC 342 X-1 (1), cos(i); NGC 5204 X-1 (2), = 0.0, cos(i) = 0.0). We lose almost all constraint in the intrinsic case, obtaining only one upper limit of 350 M for Ho IX X-1 counterpart 3 when the system is inclined.

We also obtain companion stellar constraints in some cases for both galactic extinction/absorption corrected values and intrinsic data. We find that, although it was previously thought that these systems are HMXBs, the presence of low-mass stars cannot be ruled out in 27 cases of the 52 tested (26 potential ULX counterparts in 2 scenarios) for Galactic corrected values, while 7 show that low-mass companions lie within acceptable mass and radius ranges for the intrinsic case. Intermediate-mass stars are possible in 41 cases, while high-mass stars cannot be ruled out in 34 cases for Galactic corrected magnitude/flux ratio fitting, while 20 and 33 intrinsic cases can be explained by intermediate- or high-mass stars, respectively.

This work has also highlighted several sources for which additional photometric or spectroscopic analysis could provide interesting science. NGC 253 is a galaxy containing two transients that may have been turned off at the time of the archival HST observations. Another interesting thing to note for the companions in this galaxy is that they appear to be very red and well fit by later-type companions. Follow-up photometric analysis of the stars in this galaxy could give greater constraints on possible companion types, while new deeper observations, taken with simultaneous X-ray data, would confirm the level of X-ray emission from the transient ULXs, and show any change in optical emission from these sources. This analysis has also revealed several good candidates for optical spectroscopic follow-up, five of which have been successfully awarded time with the Gemini Observatory as part of our ongoing program (NGC 1313 X-2 (1), NGC 5204 X-1 (1) and Ho IX X-1 (1), NGC 4395 X-1 (1), and NGC 253 ULX2 (1), a number of which will be discussed in J. C. Gladstone et al. (in preparation), while two others have been studied by alternate groups (NGC 5408 X-1 (1), e.g., Cseh et al. 2011; Grisé et al. 2012; Ho II X-1 (1); PI: Liu).

We thank the anonymous referee for their helpful comments in improving the content of this paper. J.C.G. gratefully acknowledges funding from the Avadh Bhatia Fellowship and from an Alberta Ingenuity New Faculty Award (PI: C.H.). C.M.C. was funded by grant ST/F002599/1 from the Science and Technology Facilities Council (STFC). C.O.H. acknowledges funding from Alberta Ingenuity and from NSERC Discovery Grants, and conversations with G. R. Sivakoff.

This work is based on data from the Chandra satellite, which is operated by the National Aeronautics and Space Administration (NASA). It is also based on observations made with the NASA/ESA Hubble Space Telescope, and obtained from the Hubble Legacy Archive, which is a collaboration between the Space Telescope Science Institute (STScI/NASA), the Space Telescope European Coordinating Facility (ST-ECF/ESA), and the Canadian Astronomy Data Centre (CADC/NRC/CSA). Funding for the SDSS and SDSS-II has been provided by the Alfred P. Sloan Foundation, the Participating Institutions, the National Science Foundation, the U.S. Department of Energy, the National Aeronautics and Space Administration, the Japanese Monbukagakusho, the Max Planck Society, and the Higher Education Funding Council for England. The SDSS Web site is http://www.sdss.org/. The SDSS is managed by the Astrophysical Research Consortium for the Participating Institutions. The Participating Institutions are the American Museum of Natural History, Astrophysical Institute Potsdam, University of Basel, University of Cambridge, Case Western Reserve University, University of Chicago, Drexel University, Fermilab, the Institute for Advanced Study, the Japan Participation Group, Johns Hopkins University, the Joint Institute for Nuclear Astrophysics, the Kavli Institute for Particle Astrophysics and Cosmology, the Korean Scientist Group, the Chinese Academy of Sciences (LAMOST), Los Alamos National Laboratory, the Max-Planck-Institute for Astronomy (MPIA), the Max-Planck-Institute for Astrophysics (MPA), New Mexico State University, Ohio State University, University of Pittsburgh, University of Portsmouth, Princeton University, the United States Naval Observatory, and the University of Washington.

Footnotes

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10.1088/0067-0049/206/2/14