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A Classical Morphological Analysis of Galaxies in the Spitzer Survey of Stellar Structure in Galaxies (S4G) PDF

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Preview A Classical Morphological Analysis of Galaxies in the Spitzer Survey of Stellar Structure in Galaxies (S4G)

Accepted for publicationin the Astrophysical JournalSupplementSeries PreprinttypesetusingLATEXstyleemulateapjv.03/07/07 A CLASSICAL MORPHOLOGICAL ANALYSIS OF GALAXIES IN THE SPITZER SURVEY OF STELLAR STRUCTURE IN GALAXIES (S4G) Ronald J. Buta1, Kartik Sheth2, E. Athanassoula3, A. Bosma3, Johan H. Knapen4,5, Eija Laurikainen6,7, Heikki Salo6, Debra Elmegreen8, Luis C. Ho9,10,11, Dennis Zaritsky12, Helene Courtois13,14, Joannah L. Hinz12, Juan-Carlos Mun˜oz-Mateos2,15, Taehyun Kim2,15,16, Michael W. Regan17, Dimitri A. Gadotti15, Armando Gil de Paz18, Jarkko Laine6, Kar´ın Men´endez-Delmestre19, S´ebastien Comero´n6,7, Santiago Erroz Ferrer4,5, Mark 5 Seibert20, Trisha Mizusawa2,21, Benne Holwerda22, Barry F. Madore20 1 Accepted for publication inthe Astrophysical Journal Supplement Series 0 2 ABSTRACT n The Spitzer Survey of Stellar Structure in Galaxies (S4G) is the largest available database of deep, a homogeneous middle-infrared (mid-IR) images of galaxies of all types. The survey, which includes J 2352 nearby galaxies, reveals galaxy morphology only minimally affected by interstellar extinction. 8 This paper presentsan atlas andclassificationsof S4G galaxiesin the Comprehensivede Vaucouleurs 1 revised Hubble-Sandage (CVRHS) system. The CVRHS system follows the precepts of classical de Vaucouleurs(1959)morphology,modifiedtoincluderecognitionofotherfeaturessuchasinner,outer, ] and nuclear lenses, nuclear rings, bars, and disks, spheroidal galaxies, X patterns and box/peanut A structures, OLR subclass outer rings and pseudorings, bar ansae and barlenses, parallel sequence G late-types, thick disks, and embedded disks in 3D early-type systems. We show that our CVRHS classifications are internally consistent, and that nearly half of the S4G sample consists of extreme . h late-typesystems(mostlybulgeless,purediskgalaxies)intherangeScd-Im. Themostcommonfamily p classification for mid-IR types S0/a to Sc is SA while that for types Scd to Sm is SB. The bars in - o these two type domains are very different in mid-IR structure and morphology. This paper examines r the bar, ring, and type classification fractions in the sample, and also includes several montages of t images highlighting the various kinds of “stellar structures” seen in mid-IR galaxy morphology. s a Subject headings: galaxies: structure; galaxies: morphology [ 2 1. INTRODUCTION v 1Department of Physics & Astronomy, University of Alabama, 4 Galaxy morphology and classification are an essen- Box870324, Tuscaloosa,AL35487-0324 5 2National Radio Astronomy Observatory / NAASC, 520 tialstep in understanding how galaxiesformandevolve. 4 EdgemontRoad,Charlottesville,VA22903 Morphology is rich in clues to the internal and exter- 0 3Aix Marseille Universite, CNRS, LAM (Laboratoire nal physicalprocesses that have molded galactic shapes. 0 d’Astrophysique de Marseille) UMR 7326, 13388, Marseille, It is, however, non-trivial to determine exactly what a France 1. 4Departamento de Astrof´ısica, Universidad de La Laguna, given morphology actually implies about the history of 0 38206LaLaguna,Spain a galaxy, because we only see the z 0 end-product of 5 5Instituto deAstrof´ısicadeCanarias,V´ıaL´actea s/n38205 La all of these processes, whether secula≈r in nature or not. Laguna,Spain 1 6Division of Astronomy, Department of Physical Sciences, Only by examining the collective morphology of galax- : UniversityofOulu,Oulu,FIN-90014,Finland ies, both nearby and very distant, in conjunction with v 7Finnish Centre of Astronomy with ESO (FINCA), University physical data (such as luminosities, diameters, inclina- i X ofTurku,Vaisalantie20,FI-21500, Piikio,Finland tions, and bulge properties) and numerical simulations 8Vassar College, Deparment of Physics & Astronomy, Pough- r keepsie,NY12604 of galaxy evolution, can we hope to piece together the a 9Kavli Institute for Astronomy and Astrophysics, Peking general evolutionary paths of different classes of galax- University,Beijing100871, China ies. 10DepartmentofAstronomy,PekingUniversity,Beijing100871, The Spitzer Space Telescope (Werner et al. 2004) China 11The Observatories of the Carnegie Institution for Science, opened a new window on galaxy structure at middle in- 813SantaBarbaraStreet,Pasadena, CA91101, USA frared (mid-IR) wavelengths. With the Infrared Array 12Steward Observatory, University of Arizona, 933 North Camera(IRAC;Fazio etal. 2004),Spitzer providedfour CherryAvenue, Tucson,Arizona85721 major IR bands for direct imaging: 3.6, 4.5, 5.8, and 13Universit´e Lyon 1, CNRS/IN2P3, Institut de Physique Nucl´eaire,Lyon,France 8.0µm.23 These bands cover a unique part of the galac- 14Institute for Astronomy, University of Hawaii, 2680 Wood- lawnDrive,Honolulu,HI26822 15European Southern Observatory, Casilla 19001, Santiago 19, 20The Observatories of the Carnegie Institution for Science, 813SantaBarbaraStreet, Pasadena, CA91101 Chile 16AstronomyProgram,DepartmentofPhysicsandAstronomy, 21Department of Physics and Space Sciences, Florida Institute ofTechnology,150W.UniversityBoulevard,Melbourne,FL32901 SeoulNationalUniversity,Seoul 151-742,Korea 17Space Telescope Science Institute, 3700 San Martin Drive, 22University of Leiden, Sterrenwacht Leiden, Niels Bohrweg 2, NL-2333CALeiden,TheNetherlands Baltimore,MD21218 18Departmento de Astrofisica, Universidad Complutense de 23 Pahre et al. (2004) considered all four IRAC Madrid,28040Madrid,Spain bands to be mid-IR, while the Infrared Processing and 19University of Rio de Janeiro, Observatorio de Valongo, Analysis Center (IPAC) considers the 3.6 and 4.5µm fil- LadeiraPedroAntonio,43,CEP20080-090,RiodeJaneiro,Brazil ters as near-IR and the 5.8 and 8.0µm filters as mid- 2 Buta et al. tic spectrum: the 3.6 and 4.5µm bands largely sample [i.e.,SA(r)a,SB(s)bc,etc.] hasmoremeaningthanitdid the photospheric light of old stars (Pahre et al. 2004), when the B-band, the waveband in which galaxy clas- whilethe5.8and8.0µmbandsrevealthedustyinterstel- sification has traditionally been performed (as in, e.g., larmedium(Helouetal. 2004). Inallofthesebands,star Sandage 1961, Sandage & Bedke 1994; de Vaucouleurs formationandtheinterstellarmediumareevidenttovar- 1959; Buta et al. 2007), was the only band used for ious degrees in the form of either emission lines or ther- such analysis; (3) the high-quality of S4G images with mal emission from dust heated by massive stars. Most respect to uniformity, depth of exposure, and resolution importantly, these mid-IR bands show galaxies mostly in the IR, and the detailed information the images pro- free of the effects of extinction and reddening, revealing vide on both nuclear and outer structure allows us to previouslyhiddenstructures(e.g.,ringsinedge-ongalax- improve on the morphological types listed in published ies, or nuclear rings in the dusty central areas of some catalogues like the Third Reference Catalogue of Bright barred galaxies). Galaxies (RC3, de Vaucouleurs et al. 1991); (4) exam- The Spitzer Survey of Stellar Structure in Galaxies ining such a high-quality database at the level of detail (S4G; Sheth et al. 2010) is the largest database of high- needed for classical morphological analysis can draw at- qualitymid-IRimagesofnearbygalaxiesavailable. Pub- tention to special cases of interest; (5) classical morpho- liclyreleasedin2013,the S4Gincludes2352galaxiesim- logicaltypes in the mid-IR complement the quantitative aged in the 3.6µm and 4.5µm bands, selected according analysesthatareamajorpartoftheS4Gproject(Sheth to redshift, distance, apparent brightness, and galactic et al. 2010);(6) specializedvisual classificationsare still latitude. Because these filters are predominantly sensi- essential to the automated and crowd-sourcedclassifica- tive to the light of old stars, they trace the distribution tions that are a common practice in astronomy today, ofstellarmass. TheprimarygoaloftheS4Gwasto“ob- especially for highredshift studies (e.g., Coe et al. 2006; tainacompletecensusofthestellarstructuresingalaxies Huertas-Company et al. 2008; Lee et al. 2013); and in the local volume.” For this purpose, the images have (7) the large number of images that are homogeneous been used for studies of structures in the faint outskirts in sensitivity, coverage, and spatial resolution avoid the of galaxiesand of tidal debris (S. Laine et al. 2014;Kim problems that would plague heterogeneous datasets. etal. 2012),the propertiesofthickdisksseeninedge-on Buta et al. (2010a,hereafter paper I) presenteda pre- galaxiesoftypesSbtoSdmandprofilebreaks(Comer´on liminarymorphologicalanalysisofnearly200S4Ggalax- et al. 2011a,b,c; 2012), mid-IR flocculent and grand de- iesfromtheSpitzerarchives,andshowedthattheoldB- signspiralstructureandstar-formingregions(Elmegreen band classification systems could be effectively applied et al. 2011, 2014), conversion of 3.6 and 4.5µm light in the mid-IR. This did not mean that there were no into stellar mass maps (Meidt et al. 2012, 2014; Quera- problems in the actual application of a B-band system jeta et al. 2014),properties ofstellar mass galacticrings in the mid-IR, only that on the whole the classical sys- (Comer´on et al. 2014), bar brightness profiles (Kim et temscouldstillbeusedforthemajorityofmid-IRgalaxy al. 2014), outer disk brightness profiles (Munoz-Mateos types. Eskridge et al. (2002) came to the same conclu- et al. 2013, J. Laine et al. 2014), quantitative morphol- sion using near-IR H-band (1.65µm) images. H-band ogy using cosmologically relevant parameters (Holwerda types are compared with our mid-IR classifications in et al. 2014),mid-IR asymmetries and the mid-IR Tully- Section 3.3. Fisher relation(Zaritskyetal. 2013,2014),examination In this paper, we present a similar analysis to pa- of a possible relation between nuclear activity and bar per I of the entire S4G sample. We use the notation strength(Cisternasetal. 2013),andforthephotometric of the “Comprehensive de Vaucouleurs revised Hubble- decompositions of bulges, disks, and bars in the mid-IR Sandage” (CVRHS) system (e.g., Buta 2014) to provide (Salo et al. 2014). Knapen et al. (2014) have also gath- classifications similar to, but more extensive than, those ered high-quality optical images for about 60% of the provided in the RC3. Much of the background for the survey galaxies. survey is already described in paper I; only a brief sum- The S4G also provides an opportunity to examine the mary will be provided here. In addition to an atlas of mid-IR structure of a large number of galaxies from the images of the 2168 S4G galaxies not included in the pa- point of view of classical morphological analysis, mean- per I analysis, we highlight specific aspects of mid-IR ing the classification of galaxies in the well-known Hub- morphology(as wellasinterestingindividualcases). Be- ble (1926, 1936) system and its later offshoots (Sandage cause the CVRHS has “evolved” since 2010 to include 1961; Sandage & Bedke 1994; de Vaucouleurs 1959). morefeatures (such as ansaebars andbarlenses;Section This is worth doing for several reasons: (1) the value 4.3) and also uses aspects of the van den Bergh (1976) of visual classification has increased over the past 20 parallel sequence classification (following developments yearsowingtotheexplosioninimagingdataavailable(e. summarized by Kormendy & Bender 2012), the present g., the Sloan Digital Sky Survey) as well as to advances study includes a re-examination of the paper I galaxies. in numerical simulations and theoretical understanding of the processes that impact galactic shapes (Kormendy 2. GALAXYSAMPLE 2012; Athanassoula 2012); (2) Because the mid-IR pro- ThesampleselectionfortheS4GisdescribedbySheth vides the clearest view of galactic stellar mass morphol- etal. (2010). AllgalaxiesintheHyperledadatabase(Pa- ogy, the symbolism of classical morphological analysis tureletal. 2003)havinganHI radialvelocity (V )< radio 3000 km s−1 (corresponding to a distance D < 40 Mpc IR (www.ipac.caltech.edu/outreach/Edu/Regions/irregions.html). for H = 75 km s−1 Mpc−1), a blue light isophotal di- Hereweusemid-IRforalloftheIRACfilterstodistinguishthem ameteor D > 1′. 0), a blue photographic magnitude m fromtheground-basednear-IRstudiesofthepastthatwereinthe 25 B IJHK bands(rangingfrom0.8to2.2µm). <15.5(correctedforinternalextinction),andaGalactic latitudeofb>30o wereselectedforthesurvey. Theorig- Classical Morphology of S4G Galaxies 3 inalsamplehad2331galaxies(namedintheon-linetable accompanying Sheth et al. 2010), but the final sample has 2352 galaxies owing to Spitzer’s improved efficiency which allowed 21 galaxies satisfying the original criteria (except for HI detection) to be added. The additional galaxies are primarily HI-poor ellipticals and S0s. Of the selected galaxies, 600 had already been ob- ≈ servedbySpitzerforotherprojects,andthusimageswere alreadyavailable. Newdatawerecollectedforthe 1750 ≈ remainingsamplegalaxies. Thepixelsizeforeachimage is 0.′′75, achieved using the drizzle technique (Williams etal. 1996)onoriginalimageshavingapixelsizeof1.′′2. The point spread function for the 3.6 µm images has a mean full width at half maximum of 1.′′66 (1.′′72 for the 4.5µm filter; IRAC Instrument Handbook), which limits the accuracy of the classifications of some of the smaller Fig. 1.0001.— UGC12893; filter: 3.6µm; mean (Phase1,2) or more distant galaxies in the sample. The processing CVRHS type: dSA(l)0o / Sph; north up, east left; field: 2′.73 of all S4G images followed a pipeline with a number of 2.′10; surfacebrightness range: 18.0-26.5 magarcsec−2. (Figure×1 steps (P1-P4) outlined by Sheth et al. (2010). is published in its entirety in the electronic edition of the Astro- physical Journal Supplement Series. A portion is shown here for The use of 21-cm radial velocities to select S4G sam- guidanceregardingitsformandcontent.) ple galaxies introduced a bias against inclusion of gas- poor early-type galaxies, for which an HI radial velocity cially forlow luminosity, low surfacebrightness galaxies. would not be available. The bias is being rectified in a Also as in paper I, only the 3.6µm images were used supplementary survey (Sheth et al. 2013) of 465 early- forthevisualclassificationspresentedinthispaper. The type galaxies that satisfy the same selection criteria as reasonis that these images tend to have a greaterdepth the original survey but using an optical radial velocity ofexposure(and thus greatersensitivity to stellarmass) for the distance limit. With these galaxies, the full S4G than the 4.5µm dataset. With azimuthal averaging of will include 2817 galaxies. A comparable morphological the luminosity distribution, Sheth et al. (2010) showed analysis of these additional galaxies will be provided in that these images can detect surface mass densities as a later study. low as 1M⊙ pc−2. The images used for our morphological analysis are Altho≈ugh 3.6µm is an excellent wavelength for seeing the Pipeline 1 (P1)images. These are the final, “science the distribution of stellar mass in galaxies, it is not per- ready” mosaics where individual sub-images have been fect, and indeed no IR band perfectly traces such mass. matched with regard to background levels and drizzled The main drawbacks of the 3.6µm filter are contamina- to get the final pixel scale. S4G images are generally tionby“hotdust”andthe inclusionofa3.3µmemission much more sensitive to low light levels than are typi- featuredue toapolycyclicaromatichydrocarbonassoci- cal ground-based near-IR images, owing to the greatly ated with star-forming regions (e.g., Meidt et al. 2012). reduced and much more stable background levels that As shown by Kendall et al. (2008), hot dust emission space observations have compared to ground-based im- at 3.6µm can be removed using an IRAC 8.0µm image ages. if available. However, most S4G galaxies do not have Our approachto galaxy classification from the P1 im- an 8.0µm image. Meidt et al. (2012, 2014) and Quera- ages is the same as was used in paper I. The final P1 jeta et al. (2014) use [3.6] [4.5] colors and a technique images were background-subtracted and then converted known as “independent co−mponent analysis” to locate into units of mag arcsec−2 using a common (Vega) zero and remove young contaminants and derive stellar mass point of 17.6935. This type of “classification-ready”im- maps. Our morphological analysis is based on the origi- agehasthe advantagethatallofthe galaxiescanbedis- nal 3.6µm images and not on the corrected stellar mass playedin a homogeneous way;with the Vega zero point, maps. The main reasonfor this is that galaxy classifica- therange11.5-26.5magarcsec−2 coveredthefullrange tion has traditionally been based on the distribution of of surface brightnesses for the sample. The same faint luminosity and not the distribution of mass. limit was used for most of the galaxies, but the bright limit was adjusted for individual objects. 3. S4GMORPHOLOGY Our final list has 2412 galaxies (NGC 4038 and 4039 3.1. Classification System are counted as one), 60 more than the extended S4G 3.1.1. The VRHS classification sample. All ofthe additionalgalaxiesare companionsor in the same area as an S4G sample galaxy. As in paper The CVRHS system is a modified version of the de I,weinclude the full setofclassification-readyimagesas Vaucouleurs(1959)revisedHubble-Sandage(VRHS)sys- an atlas (Figure 1.0001). Each image was displayed on tem that is described in the de Vaucouleurs Atlas of a 24-bit monitor within an area that is recorded in the Galaxies (dVA, Buta et al. 2007). More detail on the captiontotheimage. Many,butnotall,oftheadditional application of the system, and extensive illustrations of galaxies are covered in the atlas images. different CVRHS morphological features, is provided in Smaller or more distant galaxiesin the sample are not the complementary reviews of Buta (2012; IAC Winter well-resolved in the IRAC image. Even so, S4G im- schoollecturesonmorphologyandsecularevolution)and ages are of far higher depth than could ever have been Buta (2013; phenomenology of galaxy morphology and achieved from the ground at near-IR wavelengths, espe- classification). Table1providesasummaryofthemean- 4 Buta et al. ing of the notations of CVRHS morphology used in this dimension, while outer rings and pseudorings are about paper. twicethebarlengthindiameter. Intheabsenceofabar, The hallmark of VRHS classification is continuity of the distinction may be ambiguous unless more than one structure along three morphological dimensions (in the ring is present. In some cases, it may not be possible to formofaclassificationvolume): thestage,whichrefersto resolve the ambiguity from visual inspection alone. the E-S0-S-I position along a modified Hubble sequence The VRHS provides information on inclination (the VRHS sequence); the family, referring to the pres- through the “spindle” (sp) notation. A spindle is a enceorabsenceofabar;andthevariety, referringtothe highly-inclineddiskgalaxy. Forexample,theVRHSclas- presence or absence of an inner ring. In addition, there sificationforNGC 4565isSb sp. Itis tooinclined toget is a fourth dimension known as the outer ring classifica- a full classification with family and variety, but stage is tion,referringtothe presenceofalargeringinthe outer still distinguishable. The sp after the stage points to its disk. Becausestagecorrelateswithseveralbasicphysical near edge-on orientation. properties of galaxies (e.g., average surface brightness, Peculiarities are recognized using “Pec” as the classi- color, HI mass-to-blue light ratio), it is considered the fication, or “pec” after a regular classification. For ex- fundamental dimension of the system. ample, NGC 4038-9is a well-known merger system with The positioning of galaxies in stage depends on spe- distorted components and tidal tails. The object does cific morphological characteristics: elliptical galaxies notfitintoanyVRHS“cell”andsoisclassifiedas“Pec.” are defined by a smoothly declining brightness gradi- If instead, “pec” follows a classification,it implies some- ent and little or no evidence for a disk component; thing unusual about the object, often uncharacteristic S0 galaxies are armless disk galaxies and form a se- asymmetry or odd shape. quence (S0− S0o S0+) of increasing structure rang- de Vaucouleurs (1963) modified the VRHS to include → → ing from subtle inflections in the brightness distribution underline notation for stage, family, and (inner) variety, (type S0−) to prominent rings (type S0+); spirals form where in a combined classification symbol such as Sab, a sequence (S0/a-Sa-Sab-Sb-Sbc-Sc-Scd-Sd-Sdm-Sm) of Sbc, Scd, Sdm, SAB, and (rs), one symbol is underlined decreasing bulge-to-total luminosity ratio, increasingly to imply that it is “closest to actual type.” For exam- open spiral arms, an increasing degree of star forma- ple, a classification like SA(s)ab would indicate a stage tion,andincreasingasymmetry;andMagellanicirregular Sab galaxy that is more Sb than Sa, SB(s)cd would be galaxies (Im) are the endpoint characterized by signifi- a stage Scd galaxy that is more Sc than Sd, etc. For cant asymmetries, often a high degree of scattered star family,anSAB galaxyshowsonly atraceofabar(often formation, and a significant range in luminosity. merelyanoval),whileanSABgalaxyismorebarredthan ThefamilyclassificationrangesfromSAfornonbarred nonbarred but not as strongly barred as an SB galaxy. galaxies to SB for barred galaxies, with an intermediate Similarly, for variety an (rs) galaxy shows a well-defined category of SAB to account for “weakly-barred” galax- inner ring only slightly broken by spiral structure, while ies, or galaxies intermediate in apparent bar strength an rs galaxy shows only a trace of an inner ring. between SA and SB. Both relative bar length and bar Although very useful [and applied in the Catalogue of contrast play a role in family classification. Although Southern Ringed Galaxies (CSRG, Buta 1995) and the bars can be recognized in edge-on spiral galaxies (Sec- dVA], for practical reasons underline notation was not tion 4.3), reliable family classification is still something used in any of the reference catalogues (RC1, de Vau- that can be done only for low inclination galaxies. High couleurs&deVaucouleurs1964;RC2,deVaucouleurset inclinationcanconsiderablyforeshortenabar,orconfuse al. 1976;andRC3). deVaucouleurs(1963)alsousedun- inner structure. derline notation sparingly: in his survey of 1500 bright The variety classification ranges from (r) for a closed galaxies, including 1263 spirals and S0s, underline no- inner ringto (s)for anopenspiral,with anintermediate tation for stages was used for only 2% of the galaxies, category (rs) to account for partial inner rings having a while underline notationfor family and varietywas used spiral character (called “inner pseudorings”). The outer for only 9-10% of the galaxies. In VRHS classifications, ringclassificationrangesfrom(R)foraclosedouterring the bulk of classifications will be in the main categories, to(R′)foranouterpseudoringmadeofvariablepitchan- while underline categories will generally be underrepre- gle outer spiral arms. Because outer and inner rings are sented. similar aspects ofgalaxymorphology,we willhenceforth refer to the conventional variety as the “inner variety” and the outer ring classification as the “outer variety” 3.1.2. Comprehensive VRHS Classification (Section 3.3). The four parts of a VRHS spiral galaxy classification WhattheCVRHSaddstotheoriginalVRHSsystemis in order are: recognitionof details whose significance to galaxy struc- (outer variety)–family–(inner variety)–stage. ture and evolution has only recently been appreciated. (R′) SB (r) ab For example, Kormendy (1979) showed that lenses, disk For example, the VRHS RC3 classification of NGC morphologicalfeaturescharacterizedbyashallowbright- 1433is(R′)SB(r)ab. Ifthereisnoouterringorpseudor- ness gradient interior to a sharp edge, are prominent in ing, or if the inner variety cannot be determined, these barred galaxies and could be intimately connected with can be dropped from a classification. the evolution of bars. He argued that lenses were often The distinction between inner and outer varieties is misclassified as rings in RC2, and noted that there was not always clearcut. Inner and outer rings and pseudor- a lens analogue of each type of ring in the VRHS. He ings are easily distinguished in barred galaxies because suggestedusingthe symbol(l) forinnerlenses(analogue the bar usually fills an inner ring or pseudoring in one ofinnerrings)and(L)forouterlenses(analogueofouter Classical Morphology of S4G Galaxies 5 TABLE 1 Explanation ofCVRHS Symbolsa Symbol Description 1 2 General Terms ETG Anearly-typegalaxy,collectivelyreferringtoagalaxyintherangeof types EtoSa ITG Anintermediate-type galaxy,takentobeintherangeSabtoSbc LTG Alate-typegalaxy,collectivelyreferringtoagalaxyintherangeof types SctoIm ETS Anearly-typespiral,takentobeintherangeS0/atoSa ITS Anintermediate-type spiral,takentobeintherangeSabtoSbc LTS Alate-typespiral,taken tobeintherangeSctoScd XLTS Anextremelate-typespiral,takentobeintherangeSdtoSm classicalbulge Agalaxybulgethatlikelyformedfromearlymergersofsmallergalaxies (Kormendy&Kennicutt2004; Athanassoula2005) pseudobulge Agalaxybulgemadeofdiskmaterialthathassecularlycollectedinto thecentralregionsofabarredgalaxy(Kormendy2012) PDG Apurediskgalaxy, agalaxylackingaclassicalbulgeandoftenalso lackingapseudobulge Stage stage Thecharacteristicofgalaxymorphologythatrecognizesdevelopment of structure,thewidespreaddistributionofstarformation,andthe relativeimportanceofabulgecomponent alongasequencethat correlates wellwithbasiccharacteristics suchasintegratedcolor, averagesurfacebrightness,andHImass-to-blueluminosityratio Elliptical Galaxies Egalaxy Agalaxyhavingasmoothlydecliningbrightnessdistributionwithlittle ornoevidenceofadiskcomponentandnoinflections(suchaslenses) intheluminositydistribution(examples: NGC1052,3193, 4472) En Anellipticalgalaxyofvisualflatteningn=10(1 b/a), whereb/aisthe visualisophotalaxisratio(Hubble1926) − E+n A“late”ellipticalofvisualflatteningn,atransitionstagetotheS0class (deVaucouleurs1959); showslighttraces ofdifferentiatedstructure, usuallysubtleevidenceoflenses(example: NGC5846) orafaint outer envelope; alsohasbeenusedasa“home”forMorgancDgalaxies inRC3 E/E+ AnEgalaxythatinourPhase1,2analysisaveragesbetween EandE+ (example: NGC3226) E(d)n Adiskyellipticalgalaxyofvisualflattening n(Kormendy&Bender 1996); asubclassificationofellipticalshavingpointyouter isophotes thatisvisuallydetectable onlyforthemostobvious or rings).24 Thesignificanceoflensestogalaxymorphology respectively. Thesearealsousedwithunderlinenotation wasfurtherestablishedwiththeNear-InfraredS0Survey to emphasize the ring or lens aspect. (NIRS0S), a K -band (2.2µm) survey of 206 early-type TheCVRHSincludesrecognitionofimportantnuclear s galaxies, including 160 S0-S0/a galaxies (Laurikainen et features,such as nuclear rings,pseudorings,lenses, ring- al. 2011, 2013). lenses,bars,anddisks(Buta&Combes1996). Anuclear Animportantquestionishowlensesdifferfrombulges. ring (nr) is a small ring, often defined by star-forming Inthecaseofinnerlenses,thereisnoambiguitybetween regions, typically found in the centers of barred galax- thesefeaturesbecausethebartendstofillthelensinone ies and on average 1 kpc in diameter (Comer´on et al. ≈ dimension (Kormendy 1979). However, there is another 2010). A nuclear lens (nl) is the lens analogue of a nu- type oflens, calleda “barlens”(Laurikainenet al. 2011) clear ring. A nuclear bar (nb) is a small bar often found that canbe mistakenfor a classicalbulge (Athanassoula within a nuclear ring or lens, or which may be present etal. 2014). ThesearediscussedfurtherinSection4.3.1. independent of these features. A nuclear disk (nd) is Therecognitionoflensesbringsattentiontootherfea- typically a distinct, highly-flattened feature seen most tures known as ring-lenses, where the apparently sharp easily in edge-on S0 galaxies. Nuclear ring-lenses (nrl), edgeofalensisslightlyenhancedtoappearasalowcon- nuclear pseudorings (nr′), and nuclear spirals (ns) are trastring. In CVRHS classification,we use the notation alsoknown. Similar to inner andouter rings,inCVRHS (rl) for an inner ring-lens and (RL) for an outer ring- classificationthepresenceorabsenceofanuclearringor lens, with pseudoring-lensequivalents of (r′l) and (R′L), related feature will be referred to as the “nuclear vari- ety.” 24 Kormendy (2012) prefers the use of (lens) in place of (l) for The fact that there are three ring types (R,r,nr) and innerlenses,toavoidpossibleconfusionwith(1). Herewecontinue three types of lenses (L,l,nl), with ring-lenses (RL, rl, touse(l)and(L)tobeconsistentwiththedVAandtheCSRG. 6 Buta et al. TABLE 1 Explanation of CVRHS Symbols(cont.)a Symbol Description 1 2 mostfavorablyorientedcases(example: NGC3377) E(b)n Aboxyellipticalgalaxyofvisualflatteningn(Kormendy&Bender1996); asubclassificationofellipticalshavingboxyouterisophotes thatis visuallydetectable onlyforthemostobvious cases E(b,nd) AboxyEgalaxywithaninnerdisk(example: NGC4370) S0 Galaxies S0galaxy Adisk-shapedgalaxylackingstrongorobviousspiralstructure;at minimum,atwo-component systemwithabulgeandadisk S0− S0o S0+ astagesequenceofS0galaxiesbasedonincreasing → → development ofstructure,suchasbars,lenses,andrings E+/S0− AnETGthatinourPhase1,2analysisaverages betweenE+ and S0− (example: NGC4649) S0− AnearlyS0showingclearevidenceforadisk(envelope) butlittle structure;allfeaturesaresubtle(examples: NGC4442,5507) S0−/o AnS0galaxythatinourPhase1,2analysisaverages between S0− andS0o S0o AnintermediatestageS0showingclearlensesortracesof rings/pseudorings(examples: NGC1411, 1533) S0o[d] Oneexampleofanotationusedforanapparentlyearly-typegalaxyin thecatalogue havinglittleornoapparentbulge;other examples include[c],[cd],[m]. ThesearerelatedtothevandenBergh (1976)parallel-sequenceHubbleclassificationsystem,although thatsystemisnotfullybuiltintothecatalogue (example: NGC693) S0o/+ AnS0galaxythatinourPhase1,2analysisaverages between S0o andS0+ S0+ AlateS0stageshowingstrongringsandbars,andinsomecasestrace spiralstructure(examples: NGC1291,1326,4138) S0+[c] AlateS0withanSc-likecentralconcentration (examples: NGC4344, 4451) Spiral and Irregular Galaxies Spiralgalaxy Agalaxywhereaspiralpatternisamajorpartofthemorphology S0/a-Sa-Sb-Sc-Sd-Sm Astagesequence forspirals(withintermediatetypes Sab,Sbc,Scd,and Sdm)basedonHubble’sthreecriteria: relativeprominenceofthe bulge,thedegreeofopenness ofthearms,andthedegreeof resolutionofthearmsintostarclustersorveryluminousstars. Irregulargalaxy Acomplexsystemcharacterized byanirregulardistributionofstar formation;thisirregulardistributioncan,however,beembeddedina moreregularbackground S0/a AnS0/agalaxythatisclosertoS0+ thantoSa(examples: NGC522, 2681,3626) nrl) as intermediate categories, all with a similar rela- der (2012). In a cluster environment, parallel sequence tionship to bar extent, could imply a close connection classificationis a moreaccurateview of galaxymorphol- between rings and lenses in a dynamical or even evolu- ogy than the VRHS sequence, and provides a natural tionary sense. Kormendy (1979) originally argued that home for what Kormendy & Bender (2012) refer to as inner lenses could be the result of secular dissolution of “spheroidalgalaxies.”Nevertheless,this does not negate aprimarybar. Comero´n(2013)hasmostrecentlyexam- the value of CVRHS morphology because CVRHS clas- ined the ring-lens issue and concluded that once a star- sificationis,forthe mostpart,purelymorphologicaland forming ring exhausts or is stripped of its gas, it may notbasedona“whiffoftheory”(Sandage2005). [Anex- dissolve into a ring-lens in as little as 200 Myr. ceptionisthe OLRouter ring/pseudoringmorphological Other characteristics considered part of CVRHS mor- subclasses (Buta & Crocker 1991), which were theoreti- phologyincludeX-patterns,boxy/diskystructures,outer cally predicted by Schwarz (1981).] Lindblad resonance (OLR) ring morphologies, warps, Paper I described the application of the CVRHS to spheroidalgalaxies,andotherfeaturesdescribedinmore 200 S4G galaxies, where it was shown that, in spite of detail in the next Sections. CVRHS morphology also the significant differences between modern mid-IR digi- considers alternative points of view, such as the paral- talimagesandtheopticalphotographicblue-lightplates lelsequenceclassificationofvandenBergh(1976)where that were the historical basis for the originalVRHS sys- S0 galaxiesare stripped spirals on a sequence parallelto tem, many galaxiesshow the same essentialmorphologi- regular spirals. Three recent studies have provided con- calfeaturesinthemid-IRasintheB-band,allowingthe siderable supportfor this idea: Laurikainenet al. (2011, effectiveapplicationoftheVRHSsystemtoS4Gimages. 2013), Cappellari et al. (2011), and Kormendy & Ben- There is no need to invent a new classification system Classical Morphology of S4G Galaxies 7 TABLE 1 Explanation of CVRHS Symbols(cont.)a Symbol Description 1 2 S0/a Atransitionstageshowingclearbutsubtletightly-wrappedspiral arms;structureisgenerallysmoothbuttracestarformationisseen innearbyexamples(examples: NGC1350,1452,4394,4454, 4984,5701, 6340,7098) S0/a AnS0/agalaxythatisclosertoSathantoS0+ (examples: NGC3185,3900) Sa Anearly-typespiral,usuallydefinedbyrelativelysmooth,tightly-wrappedspiral armsandasignificantbulge;standardinterpretationmaybeviolatedina clusterenvironmentorinpresenceofabar(examples: NGC1433, 1512,3031, 3788,4260,4450, 4548,4800,7513) Sab AnSabgalaxythatisclosertoSathantoSb(example: NGC2985) Sab Anintermediate-typespiralgalaxysimilartoSabutwithamoreknotty structure(examples: NGC210,1097,3992, 4995;IC1993) Sab AnSabgalaxythatisclosertoSbthantoSa(examples: NGC3177,4902) Sb Anintermediate-typespiralhavingrelativelymoreopen,knottyarmsanda smallerbulgethanSaorSabgalaxies(examples: NGC908,3433,3689, 3705,4237,7479) Sbc AnSbcgalaxythatisclosertoSbthantoSc(examples: NGC3344,3512; IC769) Sbc Typically,anintermediate-typegalaxyhavingwell-developed,open,knotty spiralarmslikeanScgalaxybutwithamoresignificantbulge(examples: NGC1365,3184,3198,3338, 3726) Sbc AnSbcgalaxythatisclosertoScthantoSb(examples: NGC2715,4303) Sc Alate-typespiralhavingwell-developed,open,andknottyspiralarmswitha smallbutsignificantbulge(examples: NGC1042,1084,3486,3810, 3893, 4411B, 5457,5970,7448;IC1953) Scd AnScdgalaxythatisclosertoScthantoSd(examples: NGC1073,5033, 5468) Scd SimilartoanScbutwithlittleornobulge;typicallyasmallcentral object (nuclearstarclusterorpseudobulge) maybeseen;armscanbemoreopenthan foranSc;thesearegenerallypurediskgalaxies(PDGs)(examples: NGC1255, 1559,3346,5334, 5595,7741) Scd AnScdgalaxythatisclosertoSdthantoSc(examples: NGC255,1253,3359, 4411A,5597,5668) Sd Anextremelate-typespiral,similartoScdbutwithlessapparentcentral concentration thananScd;amongthemostcommonPDGs;asymmetryisoften presentbutlessextremethaninSdmorSm,Imtypes (examples: NGC3003, 4294,4731,5068, 5669) Sdm AnSdmgalaxythatisclosertoSdthantoSm(examples: NGC247,3556,7151, 7497) Sdm Anextremelate-typespiralshowingconsiderableasymmetry,usuallywithone armlongerandbetter definedthantheother;considerablestarformationalso characterizes thesePDGs(examples: NGC300,3906,4395, 4630,7154) Sdm AnSdmgalaxythatisclosertoSmthantoSd(example: NGC2552) Sm Amagellanicspiral,usuallycharacterized byasinglespiralarmemergingfrom abarorcentral regionandlittleornobulgeorcentral concentration (de Vaucouleurs&Freeman1972)(examples: NGC55,5474, 7091) to accomodate mid-IR galaxy morphology; instead, it canbe difficult because of competing factors. For exam- should be sufficient to build on what we already have ple, the contrast of the spiral structure in mid-IR light from studies of blue-light images. This does not mean can be very low comparedto the brightness of the back- thatthe “essentialfeatures”aredefinedinthe sameway ground disk light. This can make it difficult to fit some inthetwowavebands. Forexample,thedegreeofresolu- galaxiesintotheCVRHSsystem,especiallyifagalaxyis tion into star-forming regions was one of Hubble’s orig- small or distant enough to be poorly resolved. Another inal criteria for classifying spiral galaxies into Sa-Sb-Sc issue is the greater sensitivity of the IRAC bands to old bins. In the B-band, this resolution is determined by stellar population bulges [also known as classical bulges the distributionof aggregatesofyoung blue supergiants. (Kormendy&Kennicutt2004,Athanassoula2005],while In the mid-IR, however, these stars are not prominent. at the same time being less sensitive to spiral structure. Instead, we see the thermal emissionfrom the local dust The galaxies that show the most drastic differences heated by these stars. Paper I also noted that when between mid-IR and B-band morphology are usually CVRHS mid-IR stages were compared to RC3 stages, those having considerable internal dust extinction, such galaxies of types Sc and later or S0+ and earlier were as edge-on spirals, starburst galaxies, and major or mi- often classified the same as in RC3, while intermediate nor merger systems. Extinction in the mid-IR bands is stagessuchasS0/atoSbcwereclassifiedaboutonestage lessthan 5%ofthat inthe B-band,and generallyallows earlier. fairlygoodpenetrationintothickplanardustlayers. S4G Even if it is possible to use an existing classification imagesdoallowustoimproveourinterpretationofsome system effectively in the 3.6µm and 4.5µm IRAC bands, edge-ongalaxies,butevensoclassificationisstilldifficult theclassificationofgalaxiesbasedonS4Gmid-IRimages for highly inclined galaxies. 8 Buta et al. TABLE 1 Explanation of CVRHS Symbols(cont.)a Symbol Description 1 2 S/Im AmagellanicgalaxythatisclosertoImthantoSm(example: NGC4353) Im Amagellanicirregulargalaxy,characterized byanirregularshapesometimes withinasmoothbackgroundofstarlight;oftenshowconsiderablestarformation andawiderangeofluminosities(examples: NGC4214,4242,4449, 4605) Im(cc) Aclumpcluster,usuallyreferringtoanirregulargalaxywithalargenumberof scatteredstarformingregions. Thetermwasoriginallyappliedtohigh redshiftclumpygalaxies(e.g.,Elmegreenetal. 2009)(examples: IC1826, 2040;UGC1945) I0 Atypeofgalaxyseenmainlyinbluelightimageswhereahighlyirregulardust distributionisseenwithinanS0orE-likebackground;at3.6µm,I0 galaxiesarerelativelynormal-lookingETGs(examples: NGC2968,3077, 5195, 5253,5363) Dwarf and Spheroidal Galaxies dE A“dwarfelliptical”galaxy, definedtohavea“smoothintensitydistribution overthefaceand... lowsurfacebrightness”(Sandage &Binggeli1984; Non-VirgoexampleinS4Gcatalogue: NGC59) dS0 A“dwarfS0”galaxy,aclassofdwarfswhichresembledEgalaxiesexcept for “achangeofslopeintheradialgradientofthelightdistribution” showing“eitherdirectevidenceofadisk,or... evidenceoftwo components” (Sandage&Binggeli1984) dE,N AnucleateddwarfEgalaxy(Sandage &Binggeli1984) dS0,N AnucleateddwarfS0galaxy(Sandage &Binggeli1984) dIm Adwarfirregulargalaxy,typicallyanImgalaxyhavinganabsoluteB-band magnitudeMo & 17;lowsurfacebrightnessandoftenresolved inS4GimagesB − Sph A“spheroidal”galaxy,atypeofgalaxyhavingtheappearance ofanEorS0 galaxy,butthephotometriccharacteristics ofmuchlatertype,lower luminositygalaxies(likeSm,Imtypes); thedEanddS0galaxiesinthe VirgoClusterareallofthisbasictype(Kormendy&Bender 2012). Sph,N Anucleatedspheroidalgalaxy(Binggelietal. 1985; Kormendyetal. 2009) BCD Astar-forming,bluecompact dwarfgalaxy;at3.6µm,canappearasadEor dS0galaxy(example: NGC1705) Family family Thecharacteristicofgalaxymorphologythatrecognizes theapparentstrength ofabarorothertypeofnonaxisymmetricstructure,suchasanoval SA AnonbarredspiralorS0galaxy(examples: NGC488,628,1411,4698; IC1993, 5267) SAB Agalaxyshowingatraceofabar,usuallyintheformofabroadovalora verylowcontrastregularbar(examples: NGC4203,4899) SAB Abarredgalaxyofintermediateapparentbarstrength(examples: NGC4535, 5236,7743) 3.2. Application to the Full S4G Sample the agreement is better, with 1370 (57%) of the sample The classification of the full S4G sample was carried classified identically and 659 (27%) differing by only 1 ± step (e.g., as in Sab vs. Sb), 167 (7%) differing by 2 out by R. Buta in three phases: Phase 1, the initial ex- ± steps (as in Sbc vs. Scd), and 83 (3%) differing by more aminationofthefulldatasetasdatawerebeingcollected; than 2 steps. Some of the cases of large disagreement Phase 2, a re-examinationof the full dataset made more ± are galaxies which appear to be of an early type, yet than a year after data collection ended and without any havelittleornobulge. Thesehaveclassificationssuchas reference to the Phase 1 results; and a partial (10%) “SB(s)0/a[d],” where the “[d]” is meant to highlight the Phase 3 made 6 months after Phase 2 (also without ref- apparent lack of a bulge [alluding to the van den Bergh erence to the previous phases)to better assessthe inter- (1976) parallel sequence idea]. This inconsistency could nalconsistencyofthe typesderivedbyaveraging thefull Phase 1 and Phase 2 catalogues (Section 3.3).25 bereal,butcouldalsopartlybearesolutioneffectinthe sample. Table 2 provides the classifications from Phases 1 and For 1709 galaxies where it was possible to reliably as- 2. (The Phase 3 classifications are listed in the Ap- sign family classifications, the Phase 1 and 2 classifica- pendix.) A visual comparison shows generally good tions were identical for 1160 (68%) of the sample, and agreement between them, with differences appearing to differed by one classification interval (e.g., SB vs SAB bemostlyrandom. Ofthe2412galaxies,thePhase1and for 264 (15%), two intervals (e.g, SAB vs. SB) for 264 2 classifications are identical for 382 galaxies, or 16% of (15%),3intervals(e.g.,SABvs. SBfor6(0.4%),andthe the sample. Restricting to the stage classification alone, full range (e.g., SB vs. SA) for 15 (0.9%) of the sample. 25 Wethanktherefereeforsuggestingthisapproach. The classification and recognition of inner and outer ring and lens features can show variation, with some Classical Morphology of S4G Galaxies 9 TABLE 1 Explanation of CVRHS Symbols(cont.)a Symbol Description 1 2 SAB Abarthatisclearandwell-definedbutweaker-lookingthanatypicalSB galaxybar(examples: NGC4639,4818,5566,5701) SB Abarredgalaxywithaconspicuous bar,usuallystrongandobvious (examples: NGC1300,1365,1452,7513) SABa,SBa Abarredgalaxywherethebarisdefinedbybrightnessenhancements (“ansae”; Sandage1961;Danby1965)atitsends;theseenhancements mayberound spots,shortlinearfeatures,arcs,orstar-formingclumps(Buta2013) [examples: NGC2787,5375,7098(seeFigures12&13forothers)] SABx,SBx AgalaxyshowingaprominentXorbox/peanut structureinitsinnerregions; oftenseeninedge-ongalaxies,thebox/peanut/X shapeisbelievedto beamanifestationofverticalresonantorbitsinabarpotential, thusit indicatesthepresenceofabar(Athanassoula2005). AnXmayalsobeseen intheclearbarsofnon-edgegalaxies(Butaetal. 2007;Erwin&Debattista 2013)[examples: NGC2654(Figure14;nearlyedge-on); NGC5377 (intermediateinclination)] SABxa,SBxa AgalaxyshowingbothanXandapairofansae;theXisusually three-dimensionalwhiletheansaeareflat. [example: NGC4216(Figures12 &13)] Standard Inner Varieties innervariety Thecharacteristicofgalaxymorphologythatrecognizes thepresenceorabsence ofaninnerring (r) Aninnerring,aclosedcircularorovalfeatureenvelopingeithertheendsof abarifpresentorthecentralbulge(examples: NGC1433, 3351,3486, 4245,5566) (rs) Awell-definedinnerring,butmadeoftightly-wrappedspiralstructure (examples: NGC613,1398,3368,3705) (rs) Aninner“pseudoring”, apartialinnerringmadeofspiralarms(examples: NGC779,1232, 3346,4548) (rs) Aweakinnerpseudoring,usuallyfairlyopenandcharacterizedbyapitch angleonlyalittledifferentfromthatoftheouter spiralarms (examples: NGC1365,3513,4501,4548, 5383) (s) Apures-shapedspiralwherethearmsbreakfromtheendsofabarorfrom thebulgewithoutformingapseudoring(examples: NGC1300,7721) Special Inner Varieties (rr) Agalaxyhavingtwoinnerrings(example: NGC4698) (x1r) Aring-likefeaturethatoutlinesabar,possiblyrelatedtothex1 family ofbarorbitsdiscussedbyRegan&Teuben(2004)(example: NGC6012) (r,s) Avarietywheretheinsideofaninnerringincludesaspiralpatternunrelated tothemainouterspiralarms;prototype inthiscatalogue isNGC5364 (rs,rs) Agalaxyhavingtwoinnerpseudorings,usuallyofverydifferentsizes (examples: NGC289,4689) classifications in one phase not being noted in the other al. (2011) we defined an index F which ranges from 0.0 phase. In 14 cases in the catalogue, the same feature for SA galaxies to 1.0 for SB galaxies. We then set F has been classified as an inner ring or pseudoring in one = 0.25, 0.50, and 0.75 for SAB, SAB, and SAB galax- phase, and as an outer ring or pseudoring in the other. ies, respectively. Similar codings were used for inner AsnotedinSection3.1,suchambiguitiescanoccurespe- ring/pseudoring/spiral and outer ring/pseudoring clas- ciallyfornonbarredorveryweakly-barredgalaxies(Buta sifications. In Tables 3 and 4, these are referred to as 1995). We adopt either the Phase 1 or Phase 2 classifi- the inner variety IV and outer variety OV, respectively. cation for such cases, after a re-inspection of the image. Although the parentheses in VRHS classifications nor- mallyincludeonlyasingleouterorinnerfeature[e.g.,as 3.3. Comparison of Classifications in(R)SB(rs)ab],CVRHSclassificationscanincludemul- tiple inner and outer rings, lenses, or nuclear features. In this Section, we use our independent classification ThiscomplicatescombiningPhase1and2classifications phases to examine the internal agreement of CVRHS for some of the galaxies, which had to be treated on an stage, family, and variety classifications of S4G galaxies. individual basis. For most of the galaxies, the assign- The stages and families are also compared with other ment of a T, F, IV, and OV index was straightforward. sources. Nevertheless, we strongly emphasize that none of these For comparing classifications, and also for combining numbers is a measured quantity; they are merely conve- the Phase 1 and 2 catalogues, the letter classifications nient codings for a given classification symbol. Table 4 were coded with numbers (Table 3). For stages, the shows how the Phase 1 and 2 < T >, < F >, < IV >, standard numerical T index, which ranges from T = 5 − and < OV > values convert into final classifications for for E galaxies to T = +10 for Im galaxies, was used as most of the sample. in RC3. For family classifications, following Baillard et 10 Buta et al. TABLE 1 Explanation of CVRHS Symbols(cont.)a Symbol Description 1 2 (s,rs) Agalaxyhavingastrongs-shapedspiralinthepresenceofaninnerpseudoring (example: NGC986) (l) Aninnerlens,atypeoffeature,oftenseeninS0galaxies,havingashallow brightnessgradientinteriortoasharpedge(Kormendy1979)(examples: NGC1291,1411, 4269,5602) (rl) Aninnerring-lens,recognizedasalowcontrastinnerring;types (rl)and(rl)recognizedifferentdegreesofcontrastenhancement (examples: NGC2859,4250) (rs,rl) Agalaxyhavinganinnerpseudoringandaninnerring-lens,thelatterthe smaller(example: NGC5055) (r′l) Aninnerpseudoring-lens,wheretheinnerringshowsazimuthalcontrast differences likespiralarms(examples: NGC210,1415,3147) (ls) Aninnerlenswithasubtleembeddedspiralpattern(example: NGC3675) (p) A“plume”,usuallyseenasasecondaryspiralarcpositionedjustoffthe leadingsidesofabrightinnerring(Buta1984); muchrarerthaninnerrings orlenses(example: NGC1433) (bl) A“barlens”,afeaturerecognizedbyLaurikainenetal. (2011, 2013,2014) andAthanassoulaetal. (2014)astheinnerpartofanearly-typebar [examples: NGC1433, 2787,3351(seeFigure11)] Nuclear Varieties nuclearvariety Thenuclearvarietyclassificationreferstorings,lenses,bars,andotherfeatures thatareoftenfoundinthecenters ofbarredgalaxies,butwhichmayalso befoundinnonbarredgalaxies (nr) Anuclear(orcircumnuclear)ring,asmallstar-formingfeaturefoundin thecenters ofbarredgalaxies butalsosometimesseeninnonbarredgalaxies (example: NGC1097; seeFigure20forothers) (nr′) Anuclearpseudoring,wheretheringappearsformedbyawrappedspiral pattern; inoptical images,thischaracter maysometimesbeanartifactof innerdustlanesinbars(examples: NGC1068, 1090) (ns) Anuclearspiral,atypeoffeaturethatmayalsobeanartifactofdustin optical bands(example: NGC1022) (nl) Anuclearlens;anexcellent exampleintheS4Gcatalogue isNGC4250 (nrl) Anuclearring-lens(examples: NGC210,1300,1433,5566) (nb) Anuclear(orsecondary)bar,afeaturefoundinthecenters ofbarredgalaxiesbut whichmayalsobefoundinSAgalaxies(examples: NGC1291,1433,4725) (nba) Anuclearansae-type bar (nd) Anucleardisk,usuallyseeninwell-resolvededge-ondiskgalaxies (examples: NGC24,678,1532,3079,3628, 4111,5907) (np) a“nuclearpattern,”anuclearstructureofuncertainnature (tb) atriaxialbulge,anelongated centralcomponent whosemajoraxisismisaligned withthegalaxymajoraxis (psb) apseudobulge,anelongatedbulgecomponent whosemajoraxisisapproximately alignedwiththediskmajoraxis(example: NGC4536) For some galaxies, the classification has two parts, as andF forPhase1ateachPhase2type. Thedifferences, in “S0− sp / E(d)7. This refers to an edge-on S0 show- ∆T = T T and ∆F = F F , can be used to judge 2 1 2 1 − − ing a thin disk embedded within a disky (pointy-ended) howconsistentthe Phase1and2classificationsarewith E-likethickdisk. (AnexamplehereisNGC 1032,shown respect to the refined divisions of CVRHS morphology. in Figure 1.0193.) In such a case, only the first part de- The internal consistency of our Phase 1 and 2 stage terminesthe T-index,whichinthis exampleis 3. Note andfamilyclassificationscanbe quantifiedusingthenu- − thatnormalellipticalsareveryrarelymoreflattenedthan merical codings in Table 3 to calculate σ (T) = σ(∆T) 12 E4andgenuineEgalaxiesarenotnecessarilyfoundmore = Σ(T2−T1)2 and σ (F) = σ(∆F) = Σ(F2−F1)2 for flattenedthanE6(vandenBergh2009). The E(d)nota- q N−1 12 q N−1 tion is from Kormendy & Bender (1996), and was orig- all galaxies in the sample having stage and family clas- inally proposed for genuine elliptical galaxies. Two-part sifications in both phases. From these, we estimate the classifications recognizing a thick disk are only given for standard deviation of a single T classification as σ1(T) highly-inclined galaxies. σ (T) = σ(T) = σ(∆T)/√2 and of a single F classi- 2 ≈ fication as σ (F) σ (F) = σ(F) = σ(∆F)/√2. In a 3.3.1. Stage and Family Phase 1,2 Comparisons 1 ≈ 2 similar manner, when the Phase 1 and 2 classifications Figure2showscomparisonsbetweenthemeannumer- are averaged, we estimate the standard deviation of the ical type and family indices for the Phase 1 and 2 clas- mean types and families as σ(< T >) = σ(∆T)/2 and sifications for the full sample (top panels) and for the σ(<F >)=σ(∆F)/2, respectively. much smaller paper I subsample (middle panels). Filled The results of this analysis are compiled in Table 5, circlesshowthemeanT andF valuesforPhase2ateach which gives these standarddeviations in units of 1 stage Phase 1 type, while the filled triangles show the mean T intervalforT (∆T =1.0)and1familyintervalforF (∆F

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