A&A 461, 977-982 (2007)
DOI: 10.1051/0004-6361:20066146
G. Micela1 - L. Affer1,2 - F. Favata3 - J. P. Henry4 - I. Gioia5 - C. R. Mullis6 - J. Sanz Forcada7 - S. Sciortino1
1 - INAF - Osservatorio Astronomico di Palermo, Piazza del Parlamento 1, 90134, Palermo, Italy
2 -
Dipartimento di Scienze Fisiche e Astronomiche - Università di Palermo,
Piazza del Parlamento 1, 90134 Palermo, Italy
3 -
Astrophysics Mission Division, RSSD of ESA/ESTEC, Postbus 299, 2200 AG Noordwjik, The Netherlands
4 -
Institute for Astronomy, University of Hawai'i, 2680 Woodlawn Drive,
Honolulu, HI 96822, USA
5 -
INAF - Istituto di Radioastronomia INAF-CNR, via Gobetti 101, 40129, Bologna, Italy
6 -
Department of Astronomy, University of Michigan, 918 Dennison
Building, Ann Arbor, MI 48109-1042, USA
7 -
LAEFF, European Space Astronomy Center, Apartado 50727, 28080 Madrid, Spain
Received 31 July 2006 / Accepted 10 October 2006
Abstract
Context. X-ray surveys are a very efficient mean of detecting young stars and therefore allow us to study the young stellar population in the solar neighborhood and the local star formation history in the last billion of years.
Aims. We want to study the young stellar population in the solar neighborhood, to constrain its spatial density and scale height as well as the recent local star formation history.
Methods. We analyze the stellar content of the ROSAT North Ecliptic Pole survey, and compare the observations with the predictions derived from stellar galactic model. Since the ROSAT NEP survey is sensitive at intermediate fluxes is able to sample both the youngest stars and the intermediate age stars (younger than 109 years), linking the shallow and deep flux surveys already published in the literature.
Results. We confirm the existence of an excess of yellow stars in our neighborhood previously seen in shallow survey, which is likely due to a young star population not accounted for in the model. However the excellent agreement between observations and predictions of dM stars casts some doubt on the real nature of this active population.
Key words: stars: activity - stars: coronae - X-rays: stars - Galaxy: solar neighbourhood
Stellar X-ray observations have shown that X-ray luminosity decreases by 3-4 orders of magnitude during the stellar lifetime (see Favata & Micela 2003 for a recent review), with most of the evolution occurring during the main sequence life-time. This property makes X-ray surveys very effective in identifying young stars in the solar neighborhood, since they are detectable out to much larger distances than old stars, and are proportionally over-represented in X-ray flux limited surveys. Shallow soft X-ray surveys have previously been used to study some of the properties of young stellar populations, such as their density in solar neighborhood, and their spatial distribution and stellar birthrate in the last billion years (Favata et al. 1992; Micela et al. 1993; Tagliaferri et al. 1994; Guillout et al. 1996, 1998; Feigelson et al. 2004).
Early Einstein data allowed to study the young population thanks to the analysis of the Extended Medium Sensitivity Survey (EMSS, Gioia et al. 1990) where an excess with respect to model predictions of yellow stars was discovered (Favata et al. 1988; Sciortino et al. 1995). The youth of the detected population was confirmed by lithium abundance measurements (Favata et al. 1993). Similar results were found with EXOSAT (Tagliaferri et al. 1994), and with ROSAT both in EUV band (Jeffries & Jewell 1993) and in soft X-rays (Guillout et al. 1996).
Stellar X-ray surveys allow us to constrain the stellar birthrate in the last billion years, an age range that is very difficult to explore by means of different techniques (Micela et al. 1993; Guillout et al. 1996). For example, the cross correlation of ROSAT All Sky Bright survey sources and Tycho stars has evidenced a structure of young solar mass stars spatially coincident with the Gould Belt, likely related to a relatively recent episode of stellar formation in the solar neighborhood (Guillout et al. 1998).
X-ray surveys based on the presently operating observatories, Chandra and XMM/Newton give a different and unique contribution to the study of stellar populations since, thanks to their high sensitivity, they allow us to reach and go beyond the scale heights of the young stars. In fact, at the limiting sensitivity typical of deep Chandra and XMM/Newton observations, all the young stars within several hundreds of parsecs will be detected. Since the scale height of young (and even intermediate age) stars is less than 200 parsecs, deep observations at high galactic latitude will detect all the young stars in the field of view. Deeper observations will only result in the detection of additional intrinsically X-ray faint old stars, which also have a spatial distribution with a larger scale height. Such observations permit us to investigate in the X-ray regime the old stellar population, easily separating it from the younger stars. This has been, for example, the subject of Feigelson et al. (2004) who studied the stellar content of the Chandra Deep Field North. Stars detected in such deep surveys are expected to be several billion years old, and their observed number suggests a substantial decline of X-ray activity beyond 1 billion years in age.
In this context the ROSAT North Ecliptic Pole survey plays a relevant role, since its sensitivity is intermediate between that of the EMSS (sensitive at fluxes ) and the surveys being performed with Chandra or XMM/Newton (sensitive at fluxes ). The EMSS (and most of the RASS) is quite shallow and, as discussed above, detected preferentially young stars, while Chandra and XMM/Newton surveys, being very sensitive, will be dominated by old stars (Micela 2003). The NEP survey with its moderately deep sensitivity, (fluxes ) is able to sample the intermediate-age (108-109 years) population. Furthermore it has the unique characteristics of covering a relatively large contiguous area of the sky.
The present paper is structured in the following way: in Sect. 2 we present the X-ray observations and optical data, in Sect. 3 we summarize the stellar properties of NEP stars, while in Sect. 4 we compare observations with predictions of our model.
The ROSAT North Ecliptic Pole Survey (NEP, Henry et al. 2001, 2006), covers a area centered on the North Ecliptic Pole (RA(J2000) = , Dec(J2000) = , l = , b = ), which is the sky region observed with the highest sensitivity during the ROSAT All Sky Survey (RASS), with exposure times up to 40 ks at the pole. The galactic latitude ( ) together with the moderate sensitivity allow us to observe young stars close to their scale height and to study their spatial distribution.
The data analysis processing is described in Voges et al. (1999, 2001) and Mullis (2001). The detection algorithm was applied to the ROSAT energy band 0.1-2.4 keV, producing a total of 445 sources with likelihood of existence , where L = and Pis the probability that the source does not exist (count rate =0). With this choice 2 spurious sources are expected.
Optical follow up observations were obtained and all but two NEP sources were identified (Gioia et al. 2003). The identification procedure is based on spectroscopic observations, or inspection of finding charts together with analysis of literature data on possible counterparts falling in the error circle of the X-ray source until a likely optical counterpart is identified (see Gioia et al. 2003 for a detailed description of the adopted procedure).
More than half of the sources are identified with AGN, about one third with stars and about 15% with clusters of Galaxies. The extragalactic component is discussed extensively in Mullis et al. (2003, 2004a,b), Gioia et al. (2004), and Henry (2006). Here we analyze in detail the properties of the 152 identified stellar counterparts.
Our sample is made of the 152 ROSAT NEP X-ray sources with stellar counterparts. For our analysis we need to determine spectral types, in order to determine the properties of this active stellar population. As a first step we have searched for possible counterparts in SIMBAD, looking for spectral types and stellar properties. In total 37 sources have as counterparts stars in SIMBAD with spectral types while further 17 stars have B-V colors, that may be used to have a first estimate of their nature. All 152 stellar sources have been matched with the 2MASS catalog (Cutri et al. 2000) and only 4 sources with very faint counterparts in the POSS have no 2MASS counterparts.
In order to assess the nature of NEP sources Gioia et al. (2003) obtained spectra of a fraction of the stellar sources. Their spectroscopic observations were taken at the UH 2.2 m Wide-Field Grism Spectrograph (WFGS) and Multi-Object-Spectrograph (MOS) at CFHT 3.6 m and the Low-Resolution Imaging Spectrograph (LRIS) on the Keck telescope. In order to complete the spectral classification of the sample we have taken spectra of 75 counterparts of 67 X-ray sources including stars with only B-V colors in Simbad. We have reobserved also a sample of stars with spectra already available to have an homogeneous classification sample. Low-resolution spectra were acquired on 2004 June 10 and 11, using ALFOSC in its spectroscopic mode, with the 2048 2052 CCD8 at the f/11 focus of the NOT telescope, with a pixel size of 13.5 m and a scale of 0 19 pixel-1. We used the 600 mm-1 red grism and the 1 0 slit, which provided a pixel scale in spectroscopic mode of 1.3 Å pixel-1, a spectral resolution of 4.8 Å FWHM, and a wavelength coverage of approximately 5825-8350 Å. Exposure times ranged from 10 s to 700 s, resulting in S/N ratios per pixel averaging at about 70. A spectrum of a He+Ne lamp was obtained following each stellar spectrum, ensuring accurate wavelength calibration.
The optical data were analyzed using standard IRAF reduction packages. A first, fast reduction and interpretation of long-slit spectra was normally completed in "real-time'' at the telescope (in order to decide if further spectra were required to make a reliable classification) with the task "QuickSpec'', which detects and automatically reduces the brightest source on the slit. Nevertheless, all data were subsequently reduced off-line using standard procedures. The analysis includes bias subtraction, flat-fielding, removal of scattered light and wavelength calibration. For each star we acquired from two to six consecutive exposures which were combined, with the IRAF task SCOMBINE, rejecting pixels exceeding specified low and high thresholds and computing the weighted average of the remaining pixels in order to build an average, low-noise spectrum.
Spectra were classified according to the presence or absence of various absorption lines and to the shape of the continuum emission by comparison with standard objects. With this aim we also acquired, with the same instrumental set-up as the NEP survey spectra, the spectra of 25 standard stars which are reported in Table 1, together with their spectral types and references. Examples of typical spectra for three different spectral types are reported in Fig. 1. Note the appearance of molecular bands and of the H emission line in the spectrum of the dM star.
Figure 1: Examples of typical spectra for different spectral types obtained with the NOT telescope. | |
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We have determined the spectral types for all 152 sources. Table 2 reports the 2MASS photometry and spectral type for our sample. Our classification is accurate at 1-2 subspectral type, sufficient for our aims. Only in two cases the signal to noise is low and allows us only a rougher estimates. The source RX J1824.7+6509 is extragalactic, although in Gioia et al. (2004) was identified as a star (see also Mullis et al. 2004a), for this reason in the following we exclude it from the sample. Seven sources are peculiar stars (Be, CV, WD) and will not be discussed in the following. Summarizing, we are left with a sample of 144 sources identified with "normal stars''.
A summary of the spectral type classification is reported in Table 3. We have separated spectral type F in two subsamples since early-F stars are expected to share X-ray characteristics with A stars, with very shallow, if any, convection zone that may drive a solar-like dynamo, while the internal structure of late-F stars is more similar to that of dG stars. This different internal structure is expected to produce different level coronal emission, with late-F and dG stars brighter in X-rays than A and early-F stars. The chosen grouping make also easier the comparison with models (Sect. 4) that use X-ray luminosity functions in the solar neighborhood, commonly computed for late-F and dG stars together (i.e. Maggio et al. 1987). As expected from the volume limited nearby population, most (2/3) of the detected stars are K-M stars, 1/4 are solar-like stars, and only less than 10% are A and early-F stars.
We have analyzed the properties of the ROSAT NEP X-ray stellar population using our model XCOUNT (Favata et al. 1992; Micela et al. 1993). The model assumes an exponential disk-like spatial distribution of the stars, with a radial scale length of 3.5 kpc, as in Bahcall & Soneira (1980). We have modified the Bahcall & Soneira (1980) model by introducing an age-dependent scale height. We divide stars in three age ranges: 107-108, 108-109, and 109-1010 years, with scale heights of 100, 200, and 400 pc, respectively. For each spectral type and age range we have assumed X-ray luminosity functions derived from ROSAT observations of the Pleiades (Micela et al. 1996) and Hyades (Stern et al. 1995), and from Einstein data for nearby stars (Schmitt et al. 1985; Maggio et al. 1987; Barbera et al. 1993), considered as prototypes of the three age ranges. We assume also that the average coronal temperature decays with age, assuming 1.0 keV for Pleiades (Gagne et al. 1995), 0.5 keV for Hyades (Stern et al. 1995) and 0.3 keV for old stars (Schmitt et al. 1985). We predict also the expected giants assuming the X-ray luminosity from Pizzolato et al. (2000) and RS CVns using the X-ray luminosity function derived from data of Dempsey et al. (1997). XCOUNT uses the distribution of interstellar matter from Lockman (1984).
In order to predict X-ray source counts we have used the sensitivity map binned in sensitivity for a total of 14 400 regions ranging between 17 and 24 arcmin square as computed for the NEP analysis (Voges et al. 2001; Henry et al. 2006). The sensitivity ranges between 2 10-3 and 1.6 10-2 cnt/s. We prefer to use a sensitivity map expressed in cnt/s rather than in flux because stars of different age may have different dominant coronal temperatures, and therefore X-ray spectra, producing a non-unique transformation between cnt/s and flux. The predictions are computed separately for each sensitivity region and summed up.
We have compared the number of detected stars and their properties with those predicted with the XCOUNT model (Favata et al. 1992; Micela et al. 1993). The comparison between the observations and the predictions gives us important information on the detected star population and allows us to constrain some of the parameters of the model.
The predictions of our modeling in the ROSAT NEP survey for each spectral type and age range are summarized in Table 4, and shown in Figs. 2 and 3. In addition to the 104 "normal'' main sequence stars our model predict 0.8 giant stars and a number of RSCVn systems in the range between 3.8 and 14.7, corresponding to a total number between 108 and 119 predicted stellar sources. The exact number of predicted RSCVns depends on the assumed spatial density, which still is not firmly established. The above range is derived assuming the minimum and maximum estimated density for this stellar population (Favata et al. 1995). Although we have computed the expected number both for high and low density of binary systems, previous work (Favata et al. 1995) has shown that the actual density is closer to the low limit than the higher one.
Table 3: Summary of spectral type classification of stellar X-ray NEP sources.
Table 4: Summary of X-ray source counts predictions for each spectral type and range of age derived from XCOUNT.
Figure 2: Spectral type distribution of the stellar population of the NEP stars predicted with XCOUNT (shaded histogram). Empty hystogram marks the actual observed stars. | |
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Figure 3: Age distribution of the stellar population of the NEP stars predicted with XCOUNT. The predicted stellar population is equally dominated by intermediate-age and old stars. | |
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The sample is expected to be dominated by dK and dM stars of intermediate and old age. In particular the dK sample should be dominated by old stars, while the dM sample is mainly composed of intermediate Hyades-like age stars. We show the contribution of the samples of stars of different age to the stellar in Fig. 4. Vertical dashed lines mark the range of limiting sensitivity of our survey. The plot shows that, while the of the oldest stars is approximately a power law with a slope of about 3/2, as expected for a spherically distributed population as we are not reaching stars outside the disk, the of the youngest populations deviate from the power law. In practice their low scale height together with their high X-ray luminosity determine a count rate beyond which no new stars are observed as the limiting distance falls outside the disk. The figure shows that the NEP survey is too shallow to be sensitive to this effect. At the NEP sensitivity even the young populations are almost spherical distributed so that their is sensitive mainly to spatial star density. In a similar way Fig. 5 reports the contribution of different spectral types.
Figure 4: predicted with XCOUNT toward the NEP. Flux is expressed in ROSAT/PSPC count rate. Short dashed, long-dashed, and solid lines are the contributions of young, intermediated and old stars, respectively. Vertical dashed lines mark the range of limiting sensitivity of the survey. At the NEP sensitivity, intermediate and old populations dominate the stellar sources. At higher fluxes also the youngest stars give a large contribution, while at faint fluxes the stellar population is largely dominated by oldest stars. | |
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Figure 5: predicted with XCOUNT toward the NEP. Flux is expressed in ROSAT/PSPC count rate as in Fig. 4. Figure shows the contribution from dA, dF, dG, dK, and dM stars (going from the lower contribution to the the largest). Vertical dashed lines mark the range of limiting sensitivity of the survey. | |
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Our model predicts a total of 108 (119 if we assume the high spatial density for active binary population) detected stars to be compared with 144 observed stars. In particular, the observations and the predictions for A and early F stars are in excellent agreement (11.5 predicted and 13 observed), as are dM stars (41.35 predicted and 41 observed), while the difference is concentrated among dG and dK stars (51.3 predicted and 82 observed) The NEP survey therefore confirms the presence of an excess of yellow stars in shallow X-ray surveys. This is evident from Fig. 2, where the empty hystogram marks the number of observed stars while the filled histogram represents the model predictions.
The excess of detected active stars in shallow X-ray surveys has been attributed to a young population in the solar neighborhood, not accounted for by the models (e.g. Sciortino et al. 1995). The detection of the lithium line in the optical spectra of such stars has been interpreted as a confirmation of such hypothesis (Favata et al. 1993). The alternative explanation, that active old binaries could be the responsible for the observed excess, is not supported by the optical spectroscopic observations.
However the explanation in terms of young stars is not completely satisfactory since it does not explain why the effect is concentrated among G and K stars. The decay of with age is not a strong function of mass, therefore if a young population is present the excess should be observed also among M stars. This is not the case, and on the contrary, the observed dM stars appear to be in "perfect'' agreement with the model in most of the X-ray surveys (see e.g. Micela 2003) and the discrepancy is always concentrated among yellow stars, with an observed excess in shallow surveys and a lack in deep surveys (Feigelson et al. 2003).
To better explore the characteristics of the observed discrepancy we may compare the expected and observed , reported in Fig. 6. The observed shows an excess concentrated on rates larger than 0.01 cnt/s. For weaker fluxes the observations agree very well with the predictions. Such behavior is consistent with the presence of an active small scale height population, not accounted for by the model. High activity and small scale height are typical of a young population, however the bending of the appears at fluxes higher than those where the bending of a young (107-108 years) population is expected (10-2 cnt/s to be compared with 10-3 cnt/s, see Fig. 4, dotted line). A population responsible for this bending should have either an intrinsic X-ray luminosity one order of magnitude higher than the youngest population accounted for in our model (age 107-108 years), or a scale height 3 times smaller than this young population. Furthermore its density should be 1.5-2 times the density of the youngest stars, and concentrated on yellow spectral types (in addition to the RSCVn population, much less dense, already taken into account). We notice that is very difficult to justify the presence of a population with such characteristics (in particular the very small scale height), as it should have been easily detected in the nearby volume limited surveys of stellar X-ray emission (Maggio et al. 1987; Schmitt & Liefke 2004). Also, this hypothesis, as discussed below, appears in contradiction with the observed agreement between predictions and observations for the M stars.
In order to better understand the nature of this "excess'' population we may take advantage of the relatively large number of stars in the ROSAT NEP survey and separately explore the behavior of the different spectral types. In Fig. 6 we have grouped together A and early F stars, G and K stars and dM stars. The earliest types contribute very little to the global but an excess is present at very high fluxes. It is possible that our survey is picking up a few very active, peculiar dA stars. At the same time dM stars appear in excellent agreement with the prediction essentially in all the explored flux range, while yellow stars seem in excess at every flux. In the light of these considerations, the bending of the observed total seems an artifact, due to a combination of a simultaneous small deficiency of dM stars at faint fluxes, and a minor excess of the yellow stars at faintest fluxes. Likely neither of these effects are significant. The observed excess is evenly distributed on the entire flux range, making implausible the hypothesis that an active, small scale height population, is responsible for the excess. An alternative hypothesis is that one is observing a moderately active population with a scale height 100 pc. X-ray stellar surveys have already identified the young low-mass stellar population of the Gould Belt or Disk (Guillout et al. 1998) associated to a recent star formation episode close to the Sun not accounted for in our galactic model. The NEP surveyed area is far from the Gould Belt, but it is possible that other local, less prominent events of star formation occurred in the solar neighborhood.
Therefore, while the hypothesis of a young population remains the most plausible, the lack of observed excess dM stars is not explained. The possibility remains that the identification process misses some of the optically fainter dM stars. In this case we should miss about 20 dM stellar identification from the entire NEP survey. Of course this would imply the very unlikely circumstance that about 20 NEP sources identified with an extragalactic sources are misidentified. At the same time, for this explanation to be valid, this would imply that the same identification bias is present in all shallow X-ray survey studied to date with a similar approach. An alternative explanation is that the X-ray luminosity functions of young and intermediated-age dM stars, based on Pleiades and Hyades, are biased toward high luminosity values. Such explanation is not implausible since the member catalogs may be uncomplete at the very low mass end, where the faintest X-ray stars belong.
Figure 6: Observed and predicted toward the NEP. Flux is expressed in ROSAT/PSPC count rate as in Fig. 5. The upper line is the total expected and the points are the observations. The lower line represents the predictions for A and early F(label "A'') stars, while the two dotted overimposed lines are the predictions for G-K and dM stars, respectively (labels "G'' and "M''). The observed A and early F stars are marked by the lower irregular line, while observed dM stars are the intermediate irregular line, and the upper one is the observed of dG and dK stars. | |
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Alternatively and more likely, a substantial fraction of binaries could be present in the detected sample. In this case we may have a yellow primary, that dominates the optical emission, and a dM companion that dominates the X-ray emission. In this case we observe an excess concentrated at yellow stars, although it is due both to solar and low mass stars. The effect could be particularly important if the fraction of binaries is larger in young stellar population. Patience et al. (1998) for example, studying Taurus, Hyades and nearby star samples, find that the companion star fraction (considering mass ratio 0.2-1.0 and separations in the 5-50 AU ranges) decreases from 0.4 to 0.15 for age increasing from 106 yr to 5 109 yr. The observed trend may depend on the specific environmental conditions of star formation, therefore it is not straightforward to interpret it exclusively as an evolutionary effect. However a detailed study of the fraction of binary systems in our sample is needed to address this hypothesis.
We have analyzed the stellar content of the RASS North Ecliptic Pole survey, in order to determine the nature of active stars in the solar neighborhood. In particular we have determined the spectral types for the entire sample and have compared the observations with the predictions obtained with the XCOUNT model. Our analysis confirms the results obtained with previous moderately deep surveys, i.e. that an excess of active yellow stars is present in the nearby active stellar population.
The most plausible explanation of such excess is the presence of a young population, due to a relatively recent burst of star formation. Such hypothesis is supported by previous lithium detection in stars selected with analogous surveys. At the same time the X-ray spectral analysis of the stars detected by the XMM-Newton Bright Serendipitous Survey (Della Ceca et al. 2004) show that coronal plasma responsible for the emission is dominated by temperature typical of young or intermediate age stars (Lopez Santiago et al. 2006). Furthermore we note that one star of our sample (RX J1721.1+6947), coincident with HD 158063 has also an IRAS counterpart and it is included in the sample of Suchov et al. (2002) as candidate pre-main sequence F stars with circumstellar dust, implying youth.
However the explanation of the observed excess in terms of young stars is not completely satisfactory since we do not observe such excess among dM stars where it should be present if one were actually observing a young population. A possible explanation of such lack of excess could be that there is a substantial incompleteness of the stellar identifications of the sample (i.e. further 30 NEP sources should be faint stars in order to produce an excess in M stars equivalent to the excess observed in yellow stars) or that a significant fraction of binaries, with a low mass companion, is present among X-ray active stars. It remains however puzzling that in all the X-ray surveys studied to date, both shallow and deep, the detections of dM stars are remarkably in agreement with the model.
Further studies of the detected population, kinematics analysis, spectroscopic observations but also far infrared observations to detect the presence of residual dust disks around our stars, are needed to definitely assess the nature of this population that could trace the recent star formation history in the solar neighborhood.
Acknowledgements
Based on observations made with the Nordic Optical Telescope, operated on the island of La Palma jointly by Denmark, Finland, Iceland, Norway, and Sweden, in the Spanish Observatorio del Roche de los Muchachos of the Instituto de Astrofisica de Canarias. This publication makes use of data products from the Two Micron All Sky Survey (2MASS), which is a joint project of the University of Massachussetts and the Infrared Processing and Analysis Center/California Institute of Technology, funded by the National Aeronautics and Space Administration and the National Science Foundation. We acknowledge Javier Lopez Santiago for fruitful discussions. This work is part of the project ISHERPA funded by the European Commission (contract No. MTKD-CT-2004-002769).
Table 1: Standard stars used in our spectral classification.
Table 2: 2MASS photometry and spectral types for our sample. Names and scan numbers are from Gioia et al. (2003).