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CHARACTERIZING THE IYJ EXCESS CONTINUUM EMISSION IN T TAURI STARS

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Published 2011 March 7 © 2011. The American Astronomical Society. All rights reserved.
, , Citation William Fischer et al 2011 ApJ 730 73 DOI 10.1088/0004-637X/730/2/73

0004-637X/730/2/73

ABSTRACT

We present the first characterization of the excess continuum emission of accreting T Tauri stars between optical and near-infrared wavelengths. With nearly simultaneous spectra from 0.48 to 2.4 μm acquired with HIRES and NIRSPEC on Keck and SpeX on the Infrared Telescope Facility, we find significant excess continuum emission throughout this region, including the I, Y, and J bands, which are usually thought to diagnose primarily photospheric emission. The IYJ excess correlates with the excess in the V band, attributed to accretion shocks in the photosphere, and the excess in the K band, attributed to dust in the inner disk near the dust sublimation radius, but it is too large to be an extension of the excess from these sources. The spectrum of the excess emission is broad and featureless, suggestive of blackbody radiation with a temperature between 2200 and 5000 K. The luminosity of the IYJ excess is comparable to the accretion luminosity inferred from modeling the blue and ultraviolet excess emission and may require reassessment of disk accretion rates. The source of the IYJ excess is unclear. In stars of low accretion rate, the size of the emitting region is consistent with cooler material surrounding small hot accretion spots in the photosphere. However, for stars with high accretion rates, the projected area is comparable to or exceeds that of the stellar surface. We suggest that at least some of the IYJ excess emission arises in the dust-free gas inside the dust sublimation radius in the disk.

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1. INTRODUCTION

Classical T Tauri stars (CTTSs) are low-mass stars in the final stages of disk accretion. Accretion from the disk to the star is thought to be governed by the stellar magnetosphere, where a sufficiently strong magnetic field truncates the disk at several stellar radii and guides infalling material along field lines to the stellar surface at high latitudes, terminating in accretion shocks. Historically, a major factor contributing to the understanding that T Tauri stars are accreting matter from their circumstellar disks was the spectrum of their excess continuum emission from ultraviolet to radio wavelengths (Bertout 1989). While the disks themselves are the primary source of continuum radiation at wavelengths longward of 2 μm, optical and ultraviolet continuum emission in excess of the photosphere is attributed to accretion shocks on the stellar surface. Spectral lines also played a key role in developing the current magnetospheric accretion paradigm, providing the kinematic evidence that the stellar magnetosphere channels accreting material from the disk to the star and that accretion-powered winds arise from near-stellar regions (Najita et al. 2000). In this paper, we focus on the excess continuum emission in a region that has not received close scrutiny to date—the spectral region between the optical and the near-infrared, where the photospheric emission from these late-type stars peaks.

The well-studied optical and ultraviolet excesses are used to derive a fundamental parameter of T Tauri stars—the rate of accretion from the disk to the star. The inferred accretion rates span several orders of magnitude, from extremes of 10−10 to 10−7 M yr−1, with a median of ∼10−8 M yr−1 at 1 Myr that declines with increasing age (Hartmann et al. 1998). The most reliable estimates for disk accretion rates come from comparisons of spectrophotometric observations over a broad wavelength range to shock models. This was done successfully by Calvet & Gullbring (1998, hereafter CG98), who accounted for the excess continuum between 0.32 and 0.52 μm with shock models that attribute the Paschen continuum to optically thick post-shock gas in the heated photosphere and the Balmer continuum and Balmer jump to optically thin gas in the pre-shock and attenuated post-shock regions. This combination of spectrophotometry with shock models gives a fairly uniform result for the spectrum of the excess in the Paschen continuum, with temperatures ∼6000–8000 K and a shape that is essentially blackbody. A more commonly used approach to determine accretion rates is to evaluate the excess emission over a limited range of wavelength in the Paschen continuum by comparing the depth of photospheric absorption lines to those of a template matched in temperature, gravity, and projected rotational velocity. In the presence of a continuum excess, photospheric features will be weakened, and a quantity known as veiling, defined as the flux ratio r = Fexcess/F*, can be derived (Basri & Batalha 1990; Hartigan et al. 1991). Accretion rates are then determined from a bolometric correction based on an isothermal slab model at an assumed temperature, density, and optical depth (Valenti et al. 1993; Hartigan et al. 1995; Gullbring et al. 1998a, hereafter GHBC98; Hartigan & Kenyon 2003; Herczeg & Hillenbrand 2008).

At near-infrared wavelengths, CTTSs show excess emission from 2 to 5 μm that is well described by ∼1400 K blackbody radiation and is attributed to a raised rim of dust at the dust sublimation radius in the inner disk (Muzerolle et al. 2003, hereafter MCHD03; Folha & Emerson 2001; Johns-Krull & Valenti 2001). The magnitude of the excess is proportional to the accretion luminosity, requiring that the dust be heated by radiation from both the photosphere and the accretion shock. K-band interferometry, which locates dust in a ring at a few tenths of an AU from the star (Eisner et al. 2005; Millan-Gabet et al. 2007), provides further evidence that 2–5 μm emission in CTTSs comes from sublimating dust in the inner disk.

Evidence has been accumulating that there is an unexplained source of excess emission in CTTSs between the optical and near-infrared that cannot be attributed to shocks at the base of magnetic funnel flows or dust sublimating in the disk. As early as 1990, Basri and Batalha found that the veiling longward of 0.5 μm does not steadily decline with wavelength as expected from hot accretion shock models but instead is relatively constant between 0.5 and 0.8 μm, and high veiling at 0.80–0.85 μm has more recently been reported by Hartigan & Kenyon (2003) and White & Hillenbrand (2004). Furthermore, Edwards et al. (2006) found high veiling at 1 μm, which is unlikely to come from 1400 K dust in the inner disk since this emission will fall rapidly to short wavelengths from its peak around 3 μm. Also, K-band interferometric studies of T Tauri stars find the angular size of the near-infrared emission in modeling of multiple-baseline observations (Akeson et al. 2005) and the size–wavelength behavior in spectrally dispersed observations (Eisner et al. 2009) to suggest that gaseous material inside the dust sublimation radius is present at a temperature higher than that of the dust. However, the lack of a systematic study of the wavelength dependence of excess emission between 0.5 and 2 μm has inhibited the understanding of its role in accreting systems.

The presence of unexplained continuum emission in CTTSs between 0.5 and 2 μm not only offers the opportunity to improve our understanding of the structure of accretion disk systems but also poses a practical problem. If we do not understand the shape of the veiling spectrum at wavelengths longer than 0.5 μm, then we cannot reliably convert veiling measurements at these wavelengths via a simple bolometric correction into accurate accretion luminosities and disk accretion rates. There may also be ramifications for extinction determinations of CTTSs if they are based on far-red colors assumed to be predominantly photospheric.

In this paper, we determine the excess spectrum over a broad wavelength region between 0.48 and 2.4 μm for a sample of 16 CTTSs in Taurus. The presentation includes Section 2 describing the sample and data reduction, Section 3 describing the derivation of the veiling and the excess emission spectra, Section 4 characterizing the behavior of the excess emission spectra, and Section 5 describing simple models for the excess, followed by a discussion in Section 6 and conclusions in Section 7. We demonstrate that the two traditional sources of optical and near-infrared excess emission, a hot component arising from an accretion shock-heated photosphere with small filling factor and a cool component arising from the dust sublimation radius of the accretion disk, are not sufficient to describe the observed excess. A third component of intermediate temperature seems to be required to fit the excess emission in this region, with a luminosity of the same order of magnitude as derived from the hot shock-heated gas.

2. SAMPLE AND DATA REDUCTION

Our sample consists of the 16 CTTSs in Table 1. They were chosen to have a broad range of published mass accretion rates, covering four orders of magnitude. All were observed with SpeX (Rayner et al. 2003) at the Infrared Telescope Facility (IRTF) on 2006 November 26 and 27. A few days later, on November 30 and December 1, most were also observed nearly simultaneously with HIRES (Vogt et al. 1994) on Keck I and NIRSPEC (McLean et al. 1998) on Keck II. We combine the three data sets to address the excess emission over a broad wavelength range.

Table 1. SpeX CTTS Sample

Object Spectral Type $\log \dot{M}_{\rm {acc}}$ Refs. SpeX HIRES NIRSPEC
(1) (2) (3) (4) (5) (6) (7)
AA Tau K7 −8.5 5,2 27 30 30
AS 353A K5 −5.4 3,3 26,27 30 30,01
BM And G8 >−9 6,1 27 30 30
BP Tau K7 −7.5 5,2 26 30 30
CW Tau K3 −6.0 5,3 26 30,01 30,01
CY Tau M1 −8.1 5,2 27 30 30
DF Taua M2 −6.9 4,4 26 30 30
DG Tau A K7 −5.7 5,3 26 30 30
DK Tau A K7 −7.4 5,2 26 30 30
DL Tau K7 −6.7 5,3 27 30 30
DO Tau M0 −6.8 5,2 27 01 01
DR Tau K7 −5.1 5,3 27 30 30
HN Tau A K5 −8.6 7,7 27 30 30
LkCa 8 M0 −9.1 5,2 27 30 30
RW Aur A K1 −7.5 7,7 26 ... ...
UY Aur A M0 −7.6 4,4 27 ... 01

Notes. Column 2: generally accurate to ±1 subclass; Column 3: logarithm of the mass accretion rate in M yr−1; Column 4: references for the spectral type and mass accretion rate; Columns 5–7: UT day of the month on which a spectrum was obtained in 2006: November 26, 27, or 30 or December 1. aUnresolved binary (0farcs09 separation); properties are for the primary. References. (1) Guenther & Hessman 1993; (2) GHBC98; (3) Hartigan et al. 1995; (4) Hartigan & Kenyon 2003; (5) Kenyon & Hartmann 1995; (6) Rostopchina 1999; (7) White & Ghez 2001.

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Seven of the objects in the sample are members of binary systems. All but one of the systems have separations ⩾0farcs88 (White & Ghez 2001), and they were resolved by all three instruments. In these cases we observed only the primary, rotating the spectrograph slit if necessary to avoid contamination by the secondary. They are noted with an "A" in Table 1. DF Tau A and B, on the other hand, were unresolved at a separation of only 0farcs09, and thus both components contribute to the spectra. The components have similar spectral types (M2.0 and M2.5; Hartigan & Kenyon 2003) and a flux ratio at K of 1.62 (White & Ghez 2001). In this work, we treat DF Tau as a single star with the published properties of the primary.

2.1. SpeX

The SpeX data were taken in the short-wavelength cross-dispersed (SXD) mode, featuring a 0farcs3 × 15'' slit and yielding spectra that extend from 0.8 to 2.4 μm at a resolving power R = 2000. The detector is a 1024 × 1024 pixel Aladdin InSb array with a 0farcs15 pixel scale. Total exposure times ranged from 16 to 48 minutes for the program stars, with 8.2 ⩽ J ⩽ 10.7, yielding a continuum S/N>250 at J, increasing to longer wavelengths.

To facilitate the subtraction of sky emission lines, the observing sequence for a given object consisted of multiple 120 s exposures. After the first and third exposures of a four-exposure sequence, the telescope was nodded by 8'' (an ABBA pattern) such that the object remained in the slit. Normal A0 stars near the targets and at similar air mass (usually a difference of less than 0.05) were observed to allow the removal of atmospheric absorption lines and provide an approximate flux calibration.

The data were reduced with Spextool (Cushing et al. 2004), an IDL package containing routines for dark subtraction and flat fielding, spectral extraction, wavelength calibration with arc lamp lines, and the combining of multiple observations from a nodding sequence. The correction for atmospheric absorption lines was handled by xtellcor (Vacca et al. 2003), an IDL routine that divides the target spectrum by a calibrator. If the calibrator is an A0 star, then its spectrum consists to a good approximation only of hydrogen lines and atmospheric absorption lines. Division by such a calibrator, if observed at approximately the same air mass as the target, removes the target's atmospheric absorption lines. The hydrogen lines in the calibrator are removed by fitting a scaled model of Vega. After telluric correction, the merging of the six orders provided in the SXD mode and the removal of remaining bad pixels are accomplished with separate programs in the Spextool package. None of the targets showed extended line emission in their two-dimensional spectra.

The error in the flux calibration is dominated by different slit losses for the target and the calibrator. We compared our approximate flux calibration to the J and K magnitudes from 2MASS.7 Although we find that JSpeXJ2MASS = −0.11 ± 0.43 and KSpeXK2MASS = −0.06 ± 0.41, the discrepancy is much less between our data and 2MASS in the J − K color, only −0.05 ±  0.20 mag, indicating that the magnitude differences are nearly color independent, whether from variability or slit losses. Thus, we are confident that despite uncertainties in the absolute flux calibration, the shape of the spectral energy distribution (SED) is preserved, and our continuum-normalized spectra fairly represent the wavelength dependence of the observed spectrum.

2.2. Echelle Spectra: HIRES + NIRSPEC

Beginning three nights after the SpeX run, high-resolution red optical and Y-band echelle spectra of 14 of the 16 CTTSs from the SpeX sample were obtained simultaneously with HIRES on Keck I and NIRSPEC on Keck II, respectively. A 15th star from the sample was observed with NIRSPEC only. Stars with high-resolution spectra are noted in Table 1.

HIRES was used with the red collimator and the C5 decker (1farcs15 × 7farcs0), which has a projected slit width of 4 pixels and a spectral resolution of R = 33,000 (ΔV = 8.8 km s−1). With the cross-disperser set to approximately 0fdg884 and the echelle angle at 0fdg0, we have nearly complete spectral coverage from about 0.48 to 0.92 μm in 38 orders (17 on the blue chip, 12 on the green chip, and 7 on the red chip). The red, green, and blue detectors were used in low-gain mode, resulting in readout noise levels of 2.8, 3.1, and 3.1 e−1, respectively. Internal quartz lamps were used for flat fielding, and ThAr lamp spectra were used for wavelength calibration. The HIRES data were reduced with the MAuna Kea Echelle Extraction reduction script (MAKEE) written by Tom Barlow. Scott Dahm was the observer on Keck I during our HIRES run.

NIRSPEC was used with the N1 filter (Y band), which covers the range 0.95–1.12 μm in 14 spectral orders at a resolution R = 25,000 (ΔV = 12 km s−1). Data reduction, including wavelength calibration and spatial rectification, extraction of one-dimensional spectra from the images, and removal of telluric emission and absorption features, are performed with the IDL package REDSPEC by S. S. Kim, L. Prato, and I. McLean, as discussed in Fischer et al. (2008).

3. DERIVING THE EXCESS EMISSION SPECTRA

We first determine the shape and intensity of the spectrum of excess (non-photospheric) continuum emission between 0.48 and 2.4 μm using both echelle and SpeX spectra. We follow different procedures for the echelle and SpeX data and merge the results to give the SED of the excess emission over our full wavelength range. The starting point for both data sets is to measure individual line veilings rλ, defined as the ratio of excess flux Eλ to photospheric flux Pλ at a particular wavelength. Thereafter, we follow different routes to find the continuous veiling spectrum Vλ (a function describing rλ over a continuous span of wavelength) and the spectrum of the excess continuum Eλ. In both cases, the excess continuum is expressed in units of the photospheric flux at 0.8 μm. Each step is described in detail in the following subsections.

3.1. Echelle Spectra

The determination of Eλ from the echelle spectra follows directly from the veiling in each order where a reliable measurement can be made. To determine the echelle line veilings rλ, we follow Hartigan et al. (1991), matching each echelle order of an accreting star to that of a non-accreting standard of comparable spectral type to which has been added a constant excess continuum that reproduces the depth of the photospheric features in the accreting star. For this procedure, we use a modified version of an interactive IDL routine kindly provided by Russel White to accomplish the requisite velocity shift of the standard via cross-correlation and the requisite rotational broadening of the standard before determining the required level of excess continuum. A polynomial is then fit to the individual rλ with wavelength, yielding Vλ, and the excess emission Eλ is the product of Vλ and a temperature-matched photospheric template from the Pickles library (Pickles 1998).

Spectral templates for the line-veiling measurements include the weak T Tauri star (WTTS) V819 Tau (spectral type K7; Kenyon & Hartmann 1995) and a grid of dwarf standards obtained with the same instrumental setup. The measurements of rλ in the echelle spectra (HIRES and NIRSPEC) are shown in Figure 1, along with the polynomial fits Vλ to characterize the behavior with wavelength. In the optical spectra, veiling is measured over a full order for those orders with strong photospheric lines, no line emission, and no problems with corrections for telluric absorption, which are particularly acute at longer wavelengths. Although there are 38 optical orders averaging about 100 Å per order, the number of orders measured per star is considerably less than this and is not uniform among all the stars. Also, the order-to-order scatter is small in many cases, but in a few it is considerable. For the simultaneous NIRSPEC spectra, each of the 14 orders is about 120 Å wide, and again, not all yield reliable veiling measurements. In the Y band, we find no appreciable changes in veiling with wavelength, so only a single value is plotted at 1.08 μm in Figure 1. Echelle veilings from both spectrographs are tabulated for nine wavelengths in Table 2, where each HIRES value is an average of three adjacent orders (about 300 Å) and the single NIRSPEC value is an average of several adjacent orders but is representative of the veiling over a range of about 1700 Å.

Figure 1.

Figure 1. Echelle veilings for the 14 CTTSs observed with HIRES and NIRSPEC. Measured values are shown with "+" signs, and polynomial fits are shown with solid lines. For CW Tau, results from a second echelle spectrum are overplotted in gray.

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Table 2. HIRES + NIRSPEC Average Line Veilings

Object UT Date r4883 r5165 r5485 r5942 r6365 r6725 r7427 r8102 r8695 r10800
AA Tau 061130 0.1 0.1 0.1 0.1 0.1 0.1 0.1 0.0 0.1 0.1
AS 353A 061130 2.7 3.3 2.9 2.4 2.0 2.0 2.2 2.3 2.0 1.7
AS 353A 061201 ... ... ... ... ... ... ... ... ... 1.4
BM And 061130 0.3 0.3 0.2 0.2 0.3 0.2 0.2 0.2 ... 0.5
BP Tau 061130 1.0 1.0 ... 0.8 0.6 0.6 0.6 0.4 0.4 0.2
CW Tau 061130 0.6 0.9 0.8 0.7 0.7 0.8 0.8 0.7 0.8 1.7
CW Tau 061201 1.0 1.2 1.1 0.8 0.9 0.9 0.9 1.0 1.2 0.7
CY Tau 061130 0.7 1.0 0.8 0.5 0.7 0.6 0.2 0.0 0.2 0.2
DF Tau 061130 2.0 3.0 1.7 1.1 1.7 1.5 0.9 0.4 0.6 0.0
DG Tau A 061130 1.7 2.0 1.4 1.0 1.0 0.9 0.8 0.9 1.1 0.5
DK Tau A 061130 1.0 1.0 0.7 0.7 0.7 0.6 0.5 0.6 0.4 0.4
DL Tau 061130 2.0 2.0 1.3 1.0 1.2 1.3 1.1 1.4 1.0 1.0
DO Tau 061201 2.5 2.3 2.0 2.0 1.2 1.1 0.8 0.8 0.6 0.3
DR Tau 061130 6.3 7.3 7.0 6.0 5.8 5.0 3.5 3.0 2.9 3.5
HN Tau A 061130 3.5 3.3 2.7 1.4 1.8 1.6 1.5 1.0 1.4 (1.9)
LkCa 8 061130 0.6 0.6 0.5 0.4 0.4 0.2 0.2 0.1 0.1 0.1
UY Aur A 061201 ... ... ... ... ... ... ... ... ... 0.3

Note. Parentheses indicate an upper limit (see Section 3.2.1).

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In the wavelength coverage of the echelle data, from 0.48 to 1.1 μm, most stars show a monotonic decrease in veiling from the bluest wavelength down to 0.65 μm. Beyond that, some continue to decrease to longer wavelengths, some flatten out to a constant veiling approaching the 1 μm region, and two (DG Tau A and a second observation of CW Tau, shown in gray) rise toward 1 μm. The two stars with the lowest veilings, AA Tau and BM And, show no convincing wavelength dependence on the veiling through the optical region, and none of the stars show convincing differences in veiling through the Y band. The resulting spectra for the excess emission Eλ will be shown in Section 3.3 along with the results from the SpeX data.

3.2. SpeX Spectra

3.2.1. SpeX Line Veilings

For the lower-resolution SpeX spectra, line veilings rλ provide the basis for disentangling the effects of extinction and veiling on the relatively flux-calibrated spectra, directly yielding the spectrum of the excess continuum emission Eλ and the continuous veiling function Vλ.

The procedure to determine line veilings from the SpeX data is similar to that for the echelle spectra, although the process is hampered by the order of magnitude lower spectral resolution. For spectral templates, we have dwarfs and giants in the IRTF SpeX spectral library (Rayner et al. 2009) plus our own SpeX spectra of three WTTSs: HBC 407 (G8, observed on 2009 December 5), V819 Tau (K7, observed on 2006 November 26), and LkCa 14 (M0, observed on 2009 December 30). We identified 10 spectral segments from 200 to 500 Å wide that cover the strongest photospheric features, illustrated in Figure 2 for V819 Tau. At SpeX resolution many of the features are unresolved blends, but the strongest contributors to each region are identified in the figure. We found that the WTTSs provided better templates for line veilings than dwarf templates from the IRTF library as judged from a smaller scatter in rλ with wavelength. We thus used HBC 407 for BM And and V819 Tau for the rest of the sample.

Figure 2.

Figure 2. Ten spectral regions with the strongest photospheric features used to measure veilings in the SpeX data, shown for the WTTS V819 Tau. The dominant contributors to the absorption line spectrum in each region are indicated according to Rayner et al. (2009).

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The veilings measured for each of the 10 wavelength regions are listed in Table 3. For some of the high-veiling CTTSs, either line or continuum emission made it impossible to determine veilings in all wavelength segments. The most severe cases were AS 353A and RW Aur A, where photospheric features could be discerned in only a few of the longer-wavelength regions near 2 μm. In the spectrum of DG Tau A, the wavelength regions shortward of 1 μm contain some photospheric features that are in emission. Although the specific lines used for veiling measurements display absorption, the adjacent line emission likely compromises the measurements in these regions.

Table 3. SpeX Line Veilings

Object UT Date r0.82 r0.91 r0.97 r1.05 r1.18 r1.31 r1.98 r2.11 r2.20 r2.26
AA Tau 061127 0.1 0.25 0.2 0.2 0.2 0.2 0.3 0.3 0.3 0.5
AS 353A 061126/27a ... ... ... ... ... ... ... 3.8 ... ...
BM And 061127 0.3 0.0 0.2 0.4 0.5 0.5 1.4 1.7 1.8 2.0
BP Tau 061126 0.3 0.4 0.4 0.5 0.5 0.5 0.8 0.9 1.0 1.0
CW Tau 061126 1.3 ... 1.3 0.5 0.9 1.6 4.5 4.4 8.1 5.7
CY Tau 061127 0.15  0.2 0.2 0.2 0.4 0.3 0.3 0.5 0.5 0.6
DF Tau 061126 0.5 0.3 0.4 0.5 0.8 0.7 0.7 1.1 1.1 1.1
DG Tau A 061126 (2.3)  ... 1.3 0.9 0.8 1.5 1.7 1.2 1.2 2.1
DK Tau A 061126 0.6 0.6 0.5 0.5 0.7 0.6 1.5 1.9 2.0 2.0
DL Tau 061127 1.8 ... 1.7 1.8 2.9 1.7 2.5 2.3 3.0 3.1
DO Tau 061127 0.7 ... 0.6 0.7 1.1 1.3 2.2 2.6 3.1 2.9
DR Tau 061127 3.0 ... 2.5 3.5 ... 6.0 ... 9.0 10 10
HN Tau A 061127 1.1 1.0 0.8 1.0 1.4 1.5 3.2 2.4 5.1 3.2
LkCa 8 061127 0.0 ... 0.1 0.1 0.2 0.2 0.5 0.6 0.6 0.7
RW Aur A 061126 ... ... ... ... ... ... ... 3.9 ... 6.7
UY Aur A 061127 0.5 ... 0.3 0.5 0.8 0.8 1.4 1.4 1.9 1.7

Notes. Parentheses indicate an upper limit (see Section 3.2.1). aTwo nearly identical spectra of 2006 November 26 and 27 were averaged to increase the signal-to-noise ratio.

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The presentation of the combined veilings from the echelle and SpeX data is in Section 3.3, after Vλ has been derived from the excess emission. Since this process depends on the low-resolution SpeX veilings, we need to assess their accuracy. We do this by comparing them to the echelle veilings in the region of spectral overlap. Differences could arise either from error in the SpeX veilings or from veiling variations in the 3–4 day interval between the two sets of observations. As a check on variability, we can also compare emission-line equivalent widths in the region of spectral overlap.

These comparisons are made in Figure 3. The veiling comparisons are shown in the two upper panels, between SpeX and HIRES at 0.85 μm on the left and between SpeX and NIRSPEC at 1.05 μm on the right. The line equivalent widths are compared in the two lower panels, between SpeX and HIRES for Ca ii λ8500 on the left and between SpeX and NIRSPEC for Paγ on the right. These equivalent widths, along with those for Brγ from the SpeX data, are listed in Table 4. (The number of stars in each panel is less than the full 16 because two stars were not observed with HIRES, one was not observed with NIRSPEC, and shorter-wavelength SpeX veilings could not be measured in two stars.)

Figure 3.

Figure 3. Comparison of veilings and emission-line equivalent widths from SpeX and HIRES+NIRSPEC, separated by 3–4 days, in the region of overlap. Top left: veiling near 0.85 μm in the HIRES vs. the SpeX data. Top right: veiling near 1.05 μm in the NIRSPEC vs. the SpeX data. Bottom left: equivalent width of the Ca ii λ8500 line in the HIRES vs. the SpeX data. Bottom right: equivalent width of the Paγ line in the NIRSPEC vs. the SpeX data.

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Table 4. Emission-line Equivalent Widths

Object SpeX HIRES SpeX NIRSPEC SpeX
  Ca ii λ8500 Ca ii λ8500 Paγ Paγ Brγ
  (Å) (Å) (Å) (Å) (Å)
AA Tau 0.0 −0.4 0.9 0.3 1.6
AS 353Aa 49.6 52.9 14.8 15.5 17.9
AS 353A 53.2 ... 18.4 14.7 21.3
BM And −0.9 −0.4 −0.8 −0.1 0.9
BP Tau 3.5 3.0 6.3 4.5 4.7
CW Taua 9.9 10.8 5.2 4.3 3.3
CW Tau ... 11.0 ... 5.7 ...
CY Tau 0.0 3.3 1.2 4.3 1.1
DF Tau 2.1 3.1 4.2 3.3 3.3
DG Tau A 39.3 39.9 9.3 8.5 7.4
DK Tau A 2.8 1.6 4.2 2.5 2.2
DL Tau 33.3 49.9 16.4 16.4 12.0
DO Tau 12.6 27.4 6.7 8.8 2.5
DR Tau 39.4 25.5 18.4 11.2 8.6
HN Tau A 26.8 46.9 7.7 8.3 4.3
LkCa 8 0.0 0.2 1.2 0.6 1.5
RW Aur A 69.6 ... 13.7 ... 10.2
UY Aur A 2.0 ... 3.9 1.4 2.0

Note. aAS 353A and CW Tau were observed twice by at least one instrument. The data from the epochs marked with this symbol are used in all plots.

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In general, we find good agreement between the veilings measured with the echelle and SpeX spectra taken a few days apart, although the correspondence is better between HIRES and SpeX than between NIRSPEC and SpeX for the majority of stars. Only three stars, all with high veilings, show significant veiling differences, up to a factor of two, at these two wavelengths. One of them, DL Tau, shows higher veiling with SpeX than in the echelle spectra at both 0.85 and 1.05 μm, while the other two show discrepancies at only one wavelength. (DG Tau A has higher veiling at 0.85 μm with SpeX than with HIRES, and HN Tau A has higher veiling at 1.05 μm with NIRSPEC than with SpeX.) As will be apparent when we introduce the full spectrum of the veiling Vλ in Section 3.3, the excess emission of DL Tau clearly varied over a three-day interval, but for the other two stars the discrepant points are anomalously high compared to echelle and SpeX veilings at other wavelengths. We thus attribute them to error, possibly from line emission filling in photospheric features, and consider them to be upper limits. The line equivalent widths at the two epochs, which are not as sensitive to the difference in spectral resolution, are again similar for most stars, although Ca ii λ8500 is more variable on a three-day timescale than Paγ. We conclude that the lower-resolution SpeX line veilings in Table 3 are generally reliable, and we use them to derive the spectra of the excess continuum emission in the following section.

3.2.2. Method for Finding the Spectrum of the Excess Continuum from SpeX Spectra

For the relatively flux-calibrated SpeX data, we use line veilings to extract the broad SED of the excess continuum emission. We start with the assumption that the spectrum Oλ of a CTTS observed with SpeX can be described as the reddened sum of the flux from the photosphere Pλ and the flux from a continuum excess Eλ, such that

Equation (1)

To find Eλ we apply the method of GHBC98, used to derive excess spectra from medium-resolution optical spectrophotometry of CTTSs. The intrinsic CTTS photosphere Pλ will differ from that of a spectral template Tλ of identical temperature with extinction Aλ,T by a wavelength-independent scaling factor C that reflects the imprecision in the absolute flux calibration (Section 2.1) as well as the different distances and radii of the photospheric standards and the program stars:

Equation (2)

The extinction to the program star is then determined by evaluating Equation (1) at the set of wavelengths where individual line veilings rλ have been measured. Via substitution, Equation (1) can be rewritten as

Equation (3)

where the extinction law kλ = Aλ/AV is assumed to be the same for both objects. Here we use the extinction law of Fitzpatrick (1999) with RV = 3.1, as represented in the routine fm_unred.pro in the IDL Astronomy Library.8

Reformatting by rearranging terms, taking the logarithm of both sides, and multiplying by 2.5 yields

Equation (4)

which is identical in form to Equation (5) of GHBC98. This equation is linear in kλ, such that a line described by it has slope AV,OAV,T and intercept −2.5log C. Thus, both of these are readily determined from a linear fit to 2.5log [Tλ(1 + rλ)/Oλ] versus Aλ/AV. Once AV,O, the extinction to the CTTS, is found, it is straightforward to recover the spectrum of the excess emission from the reddened and veiled Oλ.

The key steps in the above process of extracting the SED of the excess emission are illustrated in Figure 4 for BP Tau. The upper panel shows the observed spectra of both BP Tau, λOλ, and the K7 V photospheric template HD 237903 from the IRTF library, λTλ, plus the 10 measured line veilings rλ. The spectra are plotted in units of λFλ scaled to unity at 0.8 μm, although the spectrum of BP Tau is shifted upward by 0.25 for clarity. The second panel plots 2.5log [Tλ(1 + rλ)/Oλ] against kλ at each of the 10 wavelengths for which the veiling has been measured. As indicated in Equation (4), this should be a linear relation, with a slope equal to AV,OAV,T. Since the template HD 237903 has AV,T = 0 (Rayner et al. 2009), the slope of the best-fit line is the extinction toward the object AV,O. (Note that, because kλ increases from right to left, a line that increases from right to left represents a positive AV,O.) Once the extinction is found, the observed spectrum λOλ can be dereddened, as shown in the third panel. If the template spectrum is then multiplied by C (the normalization constant corresponding to the intercept of the best-fit line), it can be subtracted from the dereddened object, yielding the excess spectrum λEλ, also shown in panel 3. The template spectrum in panel 3 is scaled such that λFλ = 1 at 0.8 μm, and the other two spectra are shown with the correct scaling relative to the template. We will express the excess λEλ in units of the photospheric continuum at 0.8 μm in all subsequent figures and tables.

Figure 4.

Figure 4. Method for deriving AV, the excess emission spectrum Eλ, and the continuum veiling Vλ with SpeX data. Top panel: observed spectra of the object BP Tau (black and offset for clarity), the template K7 dwarf HD 237903 (gray), and the SpeX line veilings rλ for BP Tau ("+"). Second panel: veiling-corrected logarithm of the template-to-object flux ratio at each wavelength with a measured rλ, plotted against the ratio of Aλ to AV for the adopted reddening law (see Equation (4)). The slope of the best-fit line is AV,OAV,T. Third panel: normalized, reddening-corrected spectra of BP Tau (black), the K7 V template (gray), and their difference (black), i.e., the excess spectrum λEλ. Bottom panel: the continuous veiling Vλ (solid curve), resulting from dividing Eλ by the template, and the line veilings rλ ("+").

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Finally, the continuous veiling spectrum Vλ, shown in panel 4, is found by dividing the spectrum of the excess emission Eλ by the scaled photospheric template Pλ. We compare it to the measured line veilings rλ as a consistency check. If the line veilings lie close to the derived veiling spectrum, as seen for BP Tau in Figure 4, then the template is a good match to the CTTS photosphere, and AV is well determined.

The normalization constant C is related to the radius of the T Tauri star if the absolute flux calibration is accurate. Provided the spectra of the template and the dereddened, deveiled CTTSs have the same wavelength dependence, their flux ratio can be written C = epsilon(RCTTS/dCTTS)2/(Rtemp/dtemp)2, where epsilon accounts for errors in the absolute flux calibration. Solving for the CTTS radius, RCTTS = (C/epsilon)1/2(dCTTS/dtemp)Rtemp. With BP Tau as an example and HD 237903 as its template, C = 6.42 × 10−2; dtemp = 12.9 pc (Gould & Chanamé 2004); dCTTS = 140 pc, a commonly accepted distance to Taurus (Kenyon et al. 2008); and Rtemp = 0.67 R (Johnson & Wright 1983), giving a radius of 1.85 R ± 20% for BP Tau if the error is dominated by a 40% uncertainty in the absolute flux calibration (Section 2.1). This compares favorably with other estimates for the radius of this star, 1.9 R (Hartigan et al. 1995), 1.99 R (GHBC98), and 1.95 R (Johns-Krull et al. 1999), indicating that either the SpeX absolute flux calibrations for BP Tau and its telluric standard are reasonably accurate or any inaccuracies cancel when the CTTS is divided by its telluric standard.

Before showing the results of this procedure, summarized in Figure 4, to find AV, the spectrum of the excess emission Eλ, and the spectrum of the veiling Vλ for each star in the SpeX data set, we demonstrate how the outcome depends on the properties of the chosen extinction law and spectral templates.

3.2.3. Sources of Uncertainty in the Determination of AV and Eλ from SpeX Spectra

The extraction of the excess emission spectrum from our SpeX data depends on the assumed extinction law and the spectrum of the template. We experimented with several extinction laws from Fitzpatrick (1999) and Calvet et al. (2004) thought to be more appropriate for dark clouds than the standard interstellar medium extinction with RV = 3.1. We compare in Figure 5 the effect on the derived AV and Eλ between extinction laws with RV = 5.0 and RV = 3.1 (Fitzpatrick 1999). The larger RV yields a small decrease in AV of 0.2 mag (1.55 instead of 1.75, a 10% effect) and an excess spectrum that differs from the RV = 3.1 result by an average of 3% (up to 6% at any one wavelength). The effects are small in the SpeX SXD regime, since the extinction laws have nearly the same ratios of Aλ/AV from 1.2 to 2.5 μm (0.27 at J, 0.17 at H, and 0.11 at K) and differ only modestly from 0.8 to 1.2 μm. We thus adopt the standard interstellar extinction law (RV = 3.1) with the consequence that AV may be overestimated by a few tenths of a magnitude; the derived spectrum of the excess emission is not affected significantly.

Figure 5.

Figure 5. Comparison of extinction laws with different RV in the derivation of the excess spectrum Eλ of BP Tau. Top panel: veiling-corrected logarithm of the template-to-object flux ratio at each wavelength with a measured rλ, plotted against the ratio of Aλ to AV for each extinction law. The slope of the linear relation is AV,OAV,T (Equation (4)). Bottom panel: the corresponding excess spectrum λEλ for each extinction law. Although the derived AV is smaller for RV = 5.0, the difference in the derived λEλ is not significant at SpeX SXD wavelengths.

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The derivation of AV and Eλ is also affected by the choice of a spectral template. Ideally, the photospheric template Tλ would be matched in both temperature and surface gravity to the CTTS Oλ in Equation (4), and its extinction would be perfectly known. Thus, a good grid of WTTSs with well-defined extinctions would be preferable templates, but we acquired only three SpeX spectra of WTTSs, with spectral types G8, K7, and M0. An alternative is to use the IRTF library, where we can select unreddened dwarf templates to match the spectral type of each program star.

In Figure 6, we illustrate the consequences in the derivation of AV, Eλ, and Vλ for BP Tau that result from different choices for the spectral template. In the top panel, we show the effect of errors in the temperature classification of BP Tau (nominally K7) by plotting its λEλ with three dwarf spectra from the IRTF library as templates: a K7 and the next hottest (K5) and next coolest (M0) dwarfs available in the library. While spectral types of CTTSs are known to ±1 subclasses (see references in Table 1) and those of the templates are known to ±0.65 subclasses (Rayner et al. 2009), the figure shows that a mismatch as large as two subclasses (K5 versus K7) yields an error in the excess spectrum of only about 10% at the most discrepant wavelengths. Although the AV derived vary substantially (2.17 when the K5 dwarf is used, 1.75 when the K7 is used, and 1.48 when the M0 is used) this uncertainty does not impact our results on the emission excess because we use a reddening-independent approach to find Eλ from our optical spectra.

Figure 6.

Figure 6. Excess spectrum λEλ of BP Tau (K7) for different choices of template. Top: λEλ based on IRTF K5 V, K7 V, and M0 V standards. The resulting AV for BP Tau are 2.17, 1.75, and 1.48, respectively. Middle: λEλ repeated for the same K7 V standard and for two Kurucz models (adjusted to represent SpeX resolution; see the text) with T = 4000 K and log g = 5.0 and 4.0. The resulting AV for BP Tau with these Kurucz models as templates are 1.58 and 1.05, respectively. Bottom: λEλ repeated for the same K7 V standard and for two WTTSs, LkCa 14 (M0) and V819 Tau (K7), with resulting AV for BP Tau of 1.71 and 1.75, respectively. The λEλ are normalized such that the photospheric λFλ = 1 at 0.8 μm.

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In the middle panel, we show λEλ from three templates with the same temperature and different surface gravities: (1) the K7 V from the IRTF library, (2) a Kurucz model with log g = 5.0 and T = 4000 K, and (3) a Kurucz model with log g = 4.0 and T = 4000 K. Since the Kurucz models9 have lower spectral resolution than the SpeX data, the continuum shape from each model was combined with the lines from the IRTF standard so photospheric features would subtract cleanly. The comparison shows that similar excesses are derived from both the IRTF template and the log g = 5.0 model. The excess derived from the log g = 4.0 model is slightly smaller in the J and K bands and more markedly so in the I and H bands. In particular, the derived excess from the lower surface-gravity model is flat between 0.8 and 0.85 μm and through the H band, while for the higher surface-gravity templates the spectrum rises shortward of 0.85 μm and shows a small hump at H. This comparison suggests that if the Kurucz log g = 4.0 models are more appropriate templates for CTTSs, then our use of dwarf standards will introduce a small error into the derivation of Eλ.

In the bottom panel of Figure 6, we compare λEλ for BP Tau using two WTTS templates with spectral types K7 and M0 to the result from the IRTF K7 V standard. One WTTS, LkCa 14 (M0), has zero extinction and yields a λEλ for BP Tau that shows a much better match to the excess found with the K7 V template than with the Kurucz log g = 4.0 model. The other WTTS, V819 Tau, of spectral type K7, does not have negligible extinction. If we adopt AV = 2.6 for V819 Tau, which follows from dereddening it against either LkCa 14 or a K7 V (see the following paragraph), the derived excess for BP Tau is again comparable to that from LkCa 14 and the IRTF K7 V dwarf, although it is flatter in the I, H, and K bands, and it is not a good match to the excess from the Kurucz log g = 4.0 model.

The comparison shown in Figure 6 suggests that the IRTF library, offering a fine grid of dwarf spectral types with no extinction, provides a reasonable choice for our spectral templates. A potential consequence of this approach is that the surface gravity of a dwarf, typically log g = 4.5, is somewhat higher than the log g = 4.0 found for four WTTSs from high-resolution photospheric line ratios (Takagi et al. 2010), but not out of line considering the results in Figure 6 and the sizable scatter inferred for log g distributions of pre-main-sequence stars from colors and line ratios (Hillenbrand 2009). Surprisingly, however, no matter which spectral template we use, we derive an extinction to BP Tau that is significantly larger than the AV of 0.5 found by GHBC98. Our values for AV range from 1.75 to 1.05 (see above and caption to Figure 6), all larger than the overestimate of a few tenths of a magnitude that would be expected if we adopted a dark-cloud extinction law.

The large AV we consistently find from comparing CTTSs to spectral templates in the SpeX SXD spectral regime may be related to a peculiar behavior in WTTSs first noted by GHBC98 and Gullbring et al. (1998b). They found that one of the WTTS templates we use here, V819 Tau, has anomalous colors, becoming increasingly redder with wavelength than a main-sequence star of comparable spectral type. The observed color anomalies in V819 Tau, also found in a number of other WTTSs but not in our other SpeX template LkCa 14, lead to the curious result that AV derived from colors increases with wavelength, with AV = 0.5 from B − V to AV = 1.8 from V − J. Indeed, the AV = 2.6 we found for V819 Tau when dereddening its SpeX spectrum against either the WTTS LkCa 14 or a K7 V template (both with no reddening) continues this trend. Gullbring et al. considered possible causes of anomalous colors and favored the (untested) explanation that very large cool spots might produce the observed effect. That V819 Tau has an unrecognized emission excess in the spectral region of our study is worth considering, since it was recently found with Spitzer to have a weak IR excess at wavelengths exceeding 10 μm (Furlan et al. 2009).

As will be shown the following section, the high AV derived from SpeX SXD data is not unique to BP Tau; it is also the case for most of our CTTSs. Fortunately, this does not have a significant effect on our derived excesses, since in the SpeX wavelength region the extinction correction is not large, and in the optical we use a reddening-independent method to recover the SED of the excess emission. We return to this topic in the discussion section.

We conclude from the good agreement between the λEλ derived from the unreddened WTTS LkCa 14 and the unreddened K7 V shown in Figure 6 that using unreddened dwarfs from the IRTF library matched in spectral type to each CTTS is a reasonable choice for spectral templates, a practice also adopted by Espaillat et al. (2010) in the near-infrared. However, the shape of the derived λEλ in the I and H bands may be slightly affected if there is a gravity mismatch between the CTTS and the template.

3.2.4. Derivation of AV from SpeX Spectra

In this section, we derive the extinctions to the CTTS program stars from their SpeX spectra and observed line veilings following the method demonstrated in Figure 4. For the reasons outlined in the previous section, we use IRTF dwarf standards with no extinction as spectral templates, and we use a standard extinction law. The validity of these assumptions can be examined in Figure 7, where we show the relation between 2.5log [Tλ(1 + rλ)/Oλ] and kλ (see Equation (4) and panel 2 in Figure 4), expected to be linear for each star. For most stars there is little scatter around the best-fit line, indicating that the SpeX line veilings are robust. The slope of each line corresponds to the difference in extinction between the standard and the template, but since we have chosen IRTF standards with zero reddening, it gives the AV for each star, as identified in each panel and listed in Table 5. The procedure had to be modified for the two stars for which only one or two veiling measurements could be determined due to line emission filling in the veiled photospheric features (AS 353A and RW Aur A). For these stars we used the published AV to set the slope of the line, anchoring it through the one or two valid veiling measurements.

Figure 7.
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Figure 7.

Figure 7. Derivation of AV (same as the second panel of Figure 4) for each star in the sample. The slope of the best-fit line to the veiling-corrected flux ratios ("+") is AV, since in all cases the template has no extinction. The two stars with an asterisk by their AV (AS 353A, RW Aur A) use published AV for the slopes, since there are not enough rλ points to derive them self-consistently. The spectral type of the IRTF dwarf template used for each star is given in parentheses. Stars are sorted by their 1 μm excess.

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Table 5. Results of Fits to SpeX Line Veilings

Object AV,obs AV,lit Refs. C R (R)
(1) (2) (3) (4) (5) (6)
AA Tau 1.34 0.74 1 6.13 × 10−2 1.81
AS 353A  ⋅⋅⋅  a 2.1 2 1.56 × 10−2 1.48
BM And 1.60 0.67 5 3.87 × 10−3 2.55
BP Tau 1.75 0.51 1 6.42 × 10−2 1.85
CW Tau 2.10 2.29 4 7.80 × 10−3 1.53
CY Tau 1.19 0.32 1 1.32 × 10−2 1.65
DF Tau 1.77 0.60 3 4.18 × 10−1 3.40
DG Tau A 5.43 3.2 2 6.00 × 10−2 1.79
DK Tau A 1.83 1.42 1 1.49 × 10−1 2.82
DL Tau 3.00 1.7 2 3.35 × 10−2 1.34
DO Tau 3.04 2.27 1 7.33 × 10−2 1.77
DR Tau 1.54 3.2 2 2.23 × 10−2 1.09
HN Tau A 3.05 0.65 1 8.86 × 10−3 0.78
LkCa 8 0.47 0.32 1 5.01 × 10−2 1.46
RW Aur A  ⋅⋅⋅  a 2.2 2 9.43 × 10−3 1.56
UY Aur A 1.54 0.55 3 9.92 × 10−2 2.06

Notes. Column 2: observed AV; Column 3: literature AV from optical data; Column 4: reference for AV; Column 5: scaling constant; Column 6: radius derived from scaling constant. aInsufficient photospheric lines to determine AV. References. (1) GHBC98; (2) Hartigan et al. 1995; (3) Hartigan & Kenyon 2003; (4) Kenyon & Hartmann 1995; (5) Rostopchina 1999.

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One of our CTTSs, AA Tau, is subject to periodic occultation by its circumstellar disk, and thus it may have anomalous extinction if seen through the disk. Following the prescription of Bouvier et al. (2007), in which the period of AA Tau is reported to be 8.22 days and JD 2453308 corresponds to phase 0.51, our Keck data were acquired at phase 0.21, and our IRTF data were acquired at phase 0.85. As photometric and spectroscopic diagnostics of disk occultation appear only between phases 0.3 and 0.8, it seems we are not sampling extinction through the disk. The low veiling we observe (0.1 in the optical and 0.3 at K) is consistent with the level found by Bouvier et al. outside of the occultation phase, further supporting this conclusion.

We also show in Table 5 both the normalization constant C that scales the template to the dereddened, deveiled CTTS and the corresponding stellar radius for each CTTS. As described in Section 3.3, C depends on the radius of and distance to both the CTTS and the template. We adopted a distance to the Taurus objects of 140 pc, a distance to AS 353A of 200 pc (Rice et al. 2006), a distance to BM And of 440 pc (Aveni & Hunter 1969), distances to templates other than HD 237903 (Gould & Chanamé 2004) from Hipparcos (Perryman et al. 1997), and template radii from Johnson & Wright (1983). The CTTS radii derived from C lie between 0.8 and 3.4 R with a mean of 1.8 ± 0.7 R. As this is a typical CTTS radius, we infer that the absolute flux calibration of the SpeX data is reasonably accurate.

The extinctions we derive from the SpeX data are typically 0.5–1 mag higher than those from published optical data, as shown in Table 5. As described in the previous section, a modest overestimate of AV could come from using an extinction law that is not appropriate for dark clouds or from a spectral type mismatch, but these cannot account for the large differences found here. Although our results are not compromised for the reasons given above, the tendency to derive larger AV in the SpeX regime for some WTTSs and most CTTSs is a subject for continued investigation, best addressed by a systematic campaign to acquire a dense grid of flux-calibrated WTTS spectra with wide wavelength coverage.

3.3. The Veiling and Emission Spectra from 0.48 μm to 2.4 μm

In this section, we present the spectra of the continuous veiling Vλ and the continuous excess emission Eλ obtained by merging the SpeX results with the HIRES and NIRSPEC results, thus covering the full wavelength range of our data, from 0.48 to 2.4 μm.

The results for Vλ are assembled in Figure 8, showing (1) the individual line veilings rλ from both the SpeX and echelle spectra, (2) the SpeX veiling curves Vλ derived from the emission excesses, which include line emission, as in the fourth panel of Figure 4, and (3) the echelle veiling curves Vλ that are polynomial fits to the echelle veilings. In most cases, there is reasonable agreement in the region of spectral overlap between the low- and high-resolution data, taken several days apart. The exception is DL Tau, where the SpeX Vλ is about twice as high as the veiling from the echelle data; we attribute this difference to variability (see Section 3.2).

Figure 8.
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Figure 8.

Figure 8. Line-veiling measurements rλ compared to derived continuum veilings Vλ over the wavelength range 0.48–2.4 μm with stars sorted by their 1 μm excess. Points for rλ are ("+") for HIRES and NIRSPEC and ("×") for SpeX. Curves for Vλ are black for HIRES and NIRSPEC (fits to individual rλ) and dark gray for SpeX data (as in the bottom panel of Figure 4). A second echelle spectrum for CW Tau is overplotted in light gray.

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The resulting SEDs of the continuum excess emission are illustrated in Figure 9, plotted as λEλ in units of the photospheric flux at 0.8 μm. Over the range observed with SpeX, between 0.80 and 2.43 μm, the Eλ curves are generated with the procedure discussed in Section 3.2.2 and illustrated in the third panel of Figure 4, which yields emission lines as well as the continuum shape. For the echelle data, between 0.48 and 1.08 μm, the λEλ curves are the product of polynomial fits to the line veilings (Figure 8) and polynomial fits to the continua of temperature-matched dwarf standards from the Pickles library (Pickles 1998); this method is independent of extinction. For comparison, we also show (plus signs) the point-by-point products of individual veiling measurements and the corresponding Pickles template at the same wavelength. This shows the scatter in the individual line-veiling measurements, including fluctuations that would result from measuring within broad molecular bands. In most cases, the individual measurements show little scatter around the curve. However, for the few stars that show substantial scatter (e.g., CY Tau and DF Tau), the curves for λEλ may be less accurate. (The scatter for DF Tau may be due to its status as an unresolved binary.) In most stars, there is good agreement between the excesses from the echelle and SpeX regimes, indicating that any systematic errors between the two approaches for finding Eλ are not large.

Figure 9.
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Figure 9.

Figure 9. Emission excess curves λEλ over the wavelength range 0.48–2.4 μm with stars sorted by their 1 μm excess. The SpeX excesses, which include emission lines, are calculated as in the third panel of Figure 4. For the HIRES and NIRSPEC excesses, the solid curve is the product of the fit to the line veilings rλ and the fit to the continuum of the photospheric template, and plus signs are point-by-point products of each individual line veiling and the flux in the template at that same wavelength. Excesses are in units of the photospheric λFλ at 0.8 μm. A second echelle spectrum for CW Tau is overplotted in gray.

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To facilitate evaluation of the excess emission among the sample objects, we compute a median excess EΔλ in each of the seven wavelength intervals Δλ. The intervals, defined in Table 6, roughly follow the passbands of standard photometric filters V, R, I, Y, J, H, and K. The corresponding EΔλ in each wavelength interval are listed in Table 6 for each star, where EV through EI are from the echelle spectra, and EY through EK are from the SpeX spectra. As for λEλ in Figure 9, the median excess EΔλ in each wavelength interval is in units of the photospheric flux at 0.8 μm. These median values will be useful in characterizing the IYJ excesses of CTTSs that span several orders of magnitude in disk accretion rate.

Table 6. Median Excess Fluxes, Ratios, and Slopes

Object EV ER EI EY EJ EH EK EY/EV EY/EK SJ SK
  (0.50– (0.60– (0.70– (0.95– (1.16– (1.50– (1.95–        
  0.60) 0.70) 0.80) 1.11) 1.33) 1.80) 2.40)        
AA Tau 0.06 0.07 0.08 0.17 0.13 0.07 0.06 2.78 2.96 0.06 0.38
AS 353A 2.70 2.32 2.01 1.60 1.09 0.69 0.57 0.59 2.80 −0.12 0.11
BM And 0.33 0.29 0.25 0.17 0.17 0.18 0.16 0.51 1.07 0.21 0.01
BP Tau 0.68 0.63 0.50 0.30 0.26 0.22 0.16 0.44 1.82 0.09 −0.06
CW Tau 1.16 1.10 0.95 0.76 0.80 0.85 0.75 0.66 1.02 0.19 0.03
CY Tau 0.40 0.38 0.29 0.15 0.13 0.13 0.11 0.39 1.45 0.19 0.07
DF Tau 0.91 0.99 0.84 0.38 0.32 0.29 0.21 0.42 1.82 0.08 −0.06
DG Tau A 1.03 0.87 0.84 0.53 0.41 0.37 0.30 0.52 1.75 0.04 0.06
DK Tau A 0.63 0.59 0.48 0.44 0.39 0.35 0.31 0.70 1.43 0.08 0.10
DL Taua (1.87) (1.90) (1.75) 1.31 0.96 0.70 0.50 0.71 2.62 −0.04 −0.03
DO Tau 1.36 1.18 0.85 0.64 0.63 0.59 0.53 0.47 1.21 0.16 0.10
DR Tau 5.01 4.58 3.65 2.43 2.21 2.02 1.68 0.48 1.45 0.09 0.08
HN Tau A 2.25 1.73 1.27 0.68 0.49 0.50 0.53 0.30 1.28 0.06 0.25
LkCa 8 0.31 0.26 0.19 0.09 0.13 0.13 0.11 0.29 0.81 0.38 0.15
RW Aur A ... ... ... 1.27 0.82 0.63 0.49 ... 2.57 −0.09 0.11
UY Aur A ... ... ... 0.42 0.41 0.38 0.30 ... 1.38 0.15 −0.05

Notes. EΔλ are the median excesses $F_{\lambda, \rm total}-F_{\lambda, \rm photosphere}$ over the wavelength ranges whose extents are indicated in microns, scaled so that $F_{\lambda, \rm photosphere}=1$ at 0.8 μm. SΔλ are slopes within the indicated bands; see Section 4. aFor DL Tau, EV, ER, and EI are multiplied by 1.7 to correct for a shift between optical and IR data attributed to variability.

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4. BEHAVIOR OF THE EXCESS EMISSION SPECTRA

The CTTSs in our sample show excess emission over the full range of our wavelength coverage. Although the median excesses in the seven wavelength bands approximating V, R, I, Y, J, H, and K oversimplify the full SEDs, a plot of the EΔλ sequence for all 16 stars in the sample, shown in Figure 10, is instructive. The overall shape of the excess emission is similar among the full sample, where, in units of the photospheric flux at 0.8 μm, the excess declines from V through Y to K while covering a range in magnitude at Y from three times the photospheric flux (DR Tau) to only a few tenths of the photospheric flux (AA Tau, LkCa 8). This can be shown quantitatively by plotting the median excesses at 1 μm, EY, against the median excesses at the shortest and longest wavelength intervals in our data set, EV and EK. Comparing the median excesses in these three bands is particularly instructive, since EV will include a contribution from the blue excess used to model disk accretion rates, EK will include a contribution from the near-infrared excess attributed to sublimating dust in the disk, and EY will have minimal contributions from these two components. This comparison is shown in Figure 11, both for the excesses EV, EY, and EK and for the corresponding continuum veilings VV, VY, and VK. The ratios of these excesses are remarkably consistent from star to star when plotted logarithmically. The median values of the excess ratios are EY/EV = 0.50 and EY/EK = 1.45, and the median values of the veiling ratios are VY/VV = 0.52 and VY/VK = 0.35. The figure and Columns 9 and 10 of Table 6 show that the dispersions of the excess ratios for individual stars around these median ratios are not large; the interquartile ranges are 0.42–0.66 for EY/EV and 1.25–2.20 for EY/EK.

Figure 10.

Figure 10. Comparison of the median excesses EΔλ for all stars in our sample in wavelength intervals that approximate the bandpasses V, R, I, Y, J, H, and K as defined in Table 6. This simplified plot of the emission excesses from Figure 9 allows a comparison across the full sample of CTTSs. All excesses are in units of the photospheric flux at 0.8 μm.

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Figure 11.

Figure 11. Relations among excess emission at V, Y, and K (Table 6) expressed both as veiling VΔλ and emission EΔλ. Top: VY vs. VV (left) and VK (right). Bottom: EΔλ for the same pairs of wavelengths in units of the star's photospheric flux at 0.8 μm. Dotted lines correspond to the median ratios labeled in each panel. To account for variability, the V excess of DL Tau has been increased by the ratio of its SpeX to its echelle excess in the region where they overlap.

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Despite the correlations in EV, EY, and EK shown in Figure 11, the λEλ curves of individual stars in Figure 9 have different slopes in particular wavelength intervals that are masked when we take an average across each band. We illustrate this in Figure 12 for the J and K bands, since the spectra there are usually well described by a single slope. The slopes, included in Table 6, are defined as $S_{\Delta \lambda }=(\lambda _f E_{\lambda _f}-\lambda _i E_{\lambda _i})/\lambda _i E_{\lambda _i}$, where λi and λf are, respectively, the shortest and longest wavelengths in the regions defined in Table 6. The slopes in both bands run roughly from −0.1 to 0.25 but show no correlation with each other or with the magnitude of EY. The most notable outliers are three stars with large EY and negative SJ: DL Tau, RW Aur A, and AS 353 A. Looking back at Figure 9, these three stars are distinctive, with λEλ rising steeply to shorter wavelengths from the J through the I band. In contrast, the other stars with large EY are much flatter through the I band and have excesses that rise to longer wavelengths through the J band, with slopes from 0.1 (DR Tau, HN Tau A, and DG Tau A) to 0.2 (DO Tau and CW Tau).

Figure 12.

Figure 12. Slopes of λEλ in the J band (left) and the K band (right) vs. the normalized flux of the continuum excess in Y. The slope across a band Δλ is defined as $S_{\Delta \lambda }=(\lambda _f E_{\lambda _f}-\lambda _i E_{\lambda _i})/\lambda _i E_{\lambda _i}$, where λi is the shortest wavelength and λf is the longest wavelength in the band.

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The two wavelength regions sensitive to surface gravity also show a range of behaviors in λEλ (see Section 3.2.3 and Figure 6). In the H band, a hump in λEλ becomes more prominent in stars with small excesses, as might be expected from a surface gravity mismatch. However, since a rise to shorter wavelengths between 0.80 and 0.85 μm, which would also be an expected from a surface gravity mismatch, is not seen in these stars, the structure in the H band may be inherent in the excess.

Only a few stars have excess spectra that rise to shorter wavelengths between 0.80 and 0.85 μm (e.g., DL Tau). While this behavior may be related to the Paschen jump at 0.8207 μm, no star shows a distinct Paschen discontinuity in Eλ. Figure 13 plots an index measuring the Paschen jump (the ratio of the excess emission at 0.815 μm to that at 0.915 μm) against EY. In contrast to the Balmer jump, which is more pronounced for stars with weaker blue excess (Herczeg & Hillenbrand 2008), there is no correlation between the Paschen jump and the IYJ excess.

Figure 13.

Figure 13. Ratios of excess flux on the blue side of the Paschen jump (0.815 μm) to that on the red side of the Paschen jump (0.915 μm) vs. EY.

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We next compare the average excess continuum emission in the three wavelength intervals V, Y, and K to the fluxes in strong emission lines that have been shown to correlate with non-simultaneously determined disk accretion rates (Muzerolle et al. 1998a, 1998b). In Figure 14, we compare the excess continuum fluxes EV, EY, and EK to veiling-corrected equivalent widths for the three emission lines Ca ii λ8500, Paγ, and Brγ. The directly measured equivalent widths (see Table 4) are multiplied by the factor 1 + rλ to make them relative to the photospheric flux, thus facilitating comparisons of stars with different levels of veiling. Although fluxes in each of the three lines correlate with the median excesses, the correlations show much more scatter for EK than for EV or EY. The linear correlation coefficients, listed in the upper left corner of each panel, are lowest for Ca ii λ8500 in all three wavelength intervals, but this arises from a break in the dependence of the Ca ii λ8500 flux on the excess strength, which is weak at low excess and stronger at high excess, such that a single linear fit does not represent the situation adequately. As will be discussed in a forthcoming paper examining the full complement of emission lines in our combined HIRES, NIRSPEC, and SpeX data set, this break in the Ca ii versus EΔλ relation corresponds to a transition from the line being dominated by a narrow component to being dominated by a broad component. In contrast, the correspondence of the hydrogen lines, which always show a broad component (Edwards et al. 2006), to EV or EY is essentially linear, although the better correlation with EY suggests that the Y band excess may be more closely affiliated with the region responsible for the hydrogen line emission.

Figure 14.

Figure 14. Comparison of veiling-corrected equivalent widths of three strong emission lines to the median excesses EV, EY, and EK (Table 6). The correlation coefficients appear in the upper left of each panel. All line/continuum pairs are simultaneous, either from SpeX or echelle data, except for Brγ (SpeX) and EV (echelle). As in Figure 11, EV for DL Tau is adjusted to account for variability.

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In summary, we find that the levels of the excess emission in three wavelength intervals that correspond to the beginning, middle, and end of our spectral coverage (EV, EY, and EK) are well correlated with each other and with emission-line fluxes recognized as accretion diagnostics. Furthermore, while the shape of the excess over the full wavelength range is not strictly uniform from star to star (e.g., slopes vary over restricted wavelength intervals), it is roughly similar from star to star, making it unlikely that random effects such as large cool spots or undetected companions are major influences on the derivation of the excess.

5. MODELING THE IYJ EXCESS EMISSION

In this section, we present an initial characterization of the temperature, size, and luminosity of the region(s) responsible for the excess emission between 0.48 and 2.4 μm. According to previous investigations of the optical/UV and near-infrared excesses, the excess in this wavelength regime will have a contribution at its shortest wavelengths from hot accretion spots on the star (CG98) and contributions at its longest wavelengths from the dust sublimation zone in the disk (MCHD03). Based on these studies, we adopt Thot = 8000 K and Tcool = 1400 K for these two regions. The magnitudes of their contributions will then depend on the area of each region projected along the line of sight. For both regions, we express this area as a filling factor f relative to the projected area of the star, which can be less than 1 (smaller than the star) or greater than 1 (larger than the star). Typical filling factors for hot accretion spots are less than 1% in most cases but can be up to 5% in a few of the most active accretors (CG98; Gullbring et al. 2000). If a zone in the disk is treated as a face-on, flat annulus, its filling factor relative to the star has a simple expression. In this case, f = 2R0ΔR, where R0 is the distance from the origin to the center of the annulus, and ΔR is the width of the annulus, both in units of the stellar radius. For example, an annulus of width 1 R* at a distance of 10 R* has f = 20, i.e., its area is 20 times the projected area of a star with radius 1 R*. MCHD03 modeled SpeX 2–5 μm spectra of nine CTTSs and found that their excess emission over this wavelength range was well described by T ∼ 1400 K dust from sublimation radii in the disk between 7 and 32 R*. With this range of R0 and assuming ΔR ∼ 0.1 R0, the corresponding filling factors for the 1400 K component range from ∼10 to 300.

5.1. Constraints from EV, EY, and EK

To illustrate the inadequacy of only two regions with Thot = 8000 K and Tcool = 1400 K to account for the observed IYJ excess, we first look at the median excesses at the extremes and center of our wavelength coverage, EV, EY, and EK (Figure 11), before turning to the full shape of the excess. In the upper row of Figure 15, we compare the observed excess ratios at pairs of wavelengths to those from a two-component model with blackbody temperatures Thot = 8000 K and Tcool = 1400 K. The observed median relation for EV/EK is well described by a combination of these two temperature regimes if the filling factor of the cool component is 1240 times that of the hot component. However, the required filling factors for the hot region fall between 0.015 (LkCa 8) and 0.22 (DR Tau), in contrast to typical values of 0.001–0.05 inferred from accretion shock models of CG98. Furthermore, the observed ratios EY/EV and EY/EK are on average twice as large as the best two-component model predicts.

Figure 15.

Figure 15. Comparison of observed median excesses EV, EY, and EK to those of blackbodies. Top row: excesses from two components with temperatures 8000 K and 1400 K and a ratio of filling factors of 1240. While this two-component fit can describe EV/EK, the corresponding ratios EY/EV and EY/EK are smaller than observed by more than a factor of two. Bottom row: correspondence of single-temperature blackbodies to excess ratios at different pairs of wavelengths. All excesses are in units of the star's photospheric flux at 0.8 μm.

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The unexpectedly large EY measurements suggest that a third component, with a temperature intermediate to an accretion spot with Thot = 8000 K and sublimating dust with Tcool = 1400 K, must contribute to the observed excess. We can roughly constrain the allowed range of temperatures Tint for this region by comparing the EV, EY, and EK relations to flux ratios from a single-temperature thermal radiator as shown in the lower row of Figure 15. We see that EY/EV is too large for 8000 K, corresponding instead to a thermal radiator of 5000 K, and EY/EK is far too large for 1400 K, corresponding instead to a thermal radiator of 2200 K. We infer from this that the temperature(s) of the third component must lie between 2200 and 5000 K.

We explore whether a model with three blackbody components, characterized by three temperatures and three filling factors, can explain the observed excesses. In order to constrain parameter space, we specify two temperatures from the outset, Thot = 8000 K and Tcool = 1400 K, and search for combinations of Tint,  fhot,  fint, and fcool that fulfill the observed EY/EV and EY/EK relations. If, for example, we specify Tint, then unique ratios of filling factors are required among the three temperature regions. This is true because the ratio of excess fluxes at two wavelengths can be written as

Equation (5)

where $B_{\lambda _i}(T_j)$ is the Planck function for temperature Tj evaluated at wavelength λi. A system of two such equations (e.g., for EY/EV and EY/EK) can then be solved to find expressions for fint/fhot and fint/fcool that depend only on the three assumed temperatures and the observed median excess ratios.

We choose two values for Tint as an illustration. In Case A, Tint = 5000 K, as might correspond to lower-temperature annuli surrounding the hot accretion spots on the stellar surface. In Case B, Tint = 2500 K, as might correspond to disk gas inside the dust sublimation radius. Given the median observed ratios EY/EV = 0.50 and EY/EK = 1.45, the ratios of filling factors will be fhot/fint/fcool = 1/30/6100 for Case A and fhot/fint/fcool = 1/62/910 for Case B. Although the filling factors in these models remain in fixed ratio to one another, the magnitudes of the observed excesses require that the magnitudes of the filling factors span a range of about a factor of 25. The resulting values if the photospheric temperature is 4000 K are illustrated in Figure 16 and are listed in Table 7. The implied sizes for the hot and cool components are reasonable for the physical regimes attributed to them in the above scenarios. In both cases, the hot-spot filling factors are mostly ≪1 with a maximum of 0.23, and the cool dust filling factors range from 8 to 280, in line with the crude assumption of a dust sublimation region at a distance R0 between 7 and 32 R* from the star and with width ∼0.1 R0. The corresponding size range for the intermediate-temperature component in Case A (Tint = 5000 K) is fint = 0.05 to 1.4 and in Case B (Tint = 2500 K) is fint = 0.6 to 14. For the low-excess stars, if Tint ∼ 5000 K, then fint would be small enough to correspond to warm annuli around accretion hot spots on the stellar surface, but for the high-excess stars, this is an unphysical interpretation since fint can be >1. In contrast, if Tint ∼ 2500 K, then fint is always large in comparison to the star, but smaller than a ring at the dust sublimation radius.

Figure 16.

Figure 16. Filling factors, in units of the projected area of the star, required to describe the observed excesses in a three-component model. The solid (Case A; Tint = 5000 K) and dashed (Case B; Tint = 2500 K) lines show the ranges for all stars (Table 7). Diamonds mark the individual filling factors for the four stars with SEDs modeled in Section 5.2 (Figure 18).

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Table 7. Filling Factors Yielding Median Excess Ratios for Fixed Tint

Case fint/fhot fcool/fhot fcool/fint Range of fhot Range of fint Range of fcool
A: Tint = 5000 K 30 6100 200 0.002–0.05 0.05–1.4 11–280
B: Tint = 2500 K 62 910 15 0.009–0.23 0.56–14 8.2–210

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While a single blackbody of Tint with size in exact proportion to that of accretion spots on the photosphere is likely an oversimplified description of the origin of the IYJ excess for all the CTTSs in our sample, we infer that all three components have sizes that scale with the magnitude of the excess. There is already evidence for this in models of accretion shocks, where filling factors up to 5% are invoked to explain the largest blue continuum excesses (Gullbring et al. 2000), and in the derived dust sublimation radii, which are largest for CTTSs with high disk accretion rates (Eisner et al. 2010). It is surprising that, for temperatures between 2500 and 5000 K, the requisite size of the intermediate-temperature component is comparable to or exceeds the stellar surface area for those stars with large IYJ excesses. In the following subsection, we go beyond the simple median ratios of EV, EY, and EK and we experiment with fitting the full SED of the excess emission.

5.2. SED Fitting

Given the need for at least three temperature components with sizes that increase with the magnitude of the excess to account for the median ratios among EV, EY, and EK, we attempt here to reproduce the full shape of the excess emission λEλ. We continue to use the Case A and Case B scenarios described in the previous section, with Thot = 8000 K, Tcool = 1400 K, and Tint = 5000 K (Case A) or 2500 K (Case B).

A comparison of calculated spectra from Cases A and B to the median excesses at seven wavelength intervals approximating the V, R, I, Y, J, H, and K bandpasses (Table 6 and Figure 10) is shown in Figure 17. Either scenario accounts reasonably well for the general behavior of the observed excesses, but Tint = 5000 K is a better match to the excesses between V and J, and Tint = 2500 K is a better match between J and K.

Figure 17.

Figure 17. Comparison of EΔλ for Case A (Tint = 5000 K) and Case B (Tint = 2500 K) to observations (gray lines; see Figure 10 for star identification). The strengths of the model excesses are characterized by the corresponding veiling at the shortest wavelength of our data set, rV = 0.3 to 6.3. Both three-component fits are reasonable approximations to the observed spectra, although Case A is a better fit at short wavelengths and Case B is a better fit at long wavelengths.

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Further comparison of Cases A and B to the observed excesses can be made by dropping the requirement of a uniform ratio of filling factors for all stars and letting the filling factors for each region match the relations among EV, EY, and EK for each individual star, which can differ by factors of several from the median ratios. We show this in Figure 18 for four representative sources: two high-excess stars (DR Tau and CW Tau) and two moderate-excess stars (DK Tau A and BP Tau). We compare their full observed λEλ spectra derived from the echelle and SpeX data to both Case A and Case B models. The filling factors chosen for each star are listed in Table 8 and marked in Figure 16. In addition to the summed fit, we also show the individual contribution from each component. Again we see that, although these simple three-component models give reasonable fits to λEλ, the warmer Case A better represents the shorter-wavelength excess, while the cooler Case B better represents the J through K bands. We conclude that, although Cases A and B both describe the observed excesses reasonably well, the excess emission in this wavelength regime is more likely to arise from regions with a range of temperatures between 2200 and 5000 K.

Figure 18.

Figure 18. Comparison of three-component blackbody fits for Case A (Tint = 5000 K; left) and Case B (Tint = 2500 K; right) to the emission excess λEλ (solid lines; from Figure 9) for four stars. Dotted lines show the three components of each model, and dashed lines show their sum. The required filling factors for each component are labeled (also see Table 8).

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Table 8. Three-component Fit Parameters for Selected CTTSs

Object Case fint/fhot fcool/fhot fcool/fint fhot fint fcool
DR Tau A 12.5 3310 265 0.080 1.00 265
CW Tau A 23.0 10000 435 0.027 0.62 270
DK Tau A A 18.8 6130 327 0.008 0.15 49
BP Tau A 17.5 3000 171 0.008 0.14 24
DR Tau B 55.0 1050 19.1 0.20 11.0 210
CW Tau B 80.9 1910 23.6 0.11 8.9 210
DK Tau A B 70.3 1370 19.5 0.03 1.9 37
BP Tau B 60.0 640 10.7 0.03 1.5 16

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5.3. Residual Spectrum and Luminosity of the IYJ Excess

To uniquely determine the excess emission spectrum that arises solely from the region of intermediate temperature, one must specify the contributions from the hot and cool components, which would require even greater wavelength coverage than we present here. We can, however, constrain the spectral shape and luminosity of the intermediate-temperature component by estimating the contributions from the hot and cool components and subtracting these contributions to generate a residual excess. We show such residual spectra in the first two columns of Figure 19 for the four stars whose excesses were fit with Cases A and B in Figure 18. For clarity, only SpeX data were used where they overlap with echelle data, and the λEλ curves were median filtered and rebinned to a sparse wavelength grid in order to remove emission lines, placing the focus on the overall continuum shape. For each star, the residual (solid line) is compared to the blackbody (dotted line) for the assumed Tint of Case A or Case B. We find good agreement between the residual spectrum and the corresponding blackbody.

Figure 19.

Figure 19. Residual λEλ for the intermediate-temperature component with three different assumptions for four representative stars. The Case A (left) and Case B (center) residuals are derived by subtracting the hot and cool excess contributions in Figure 18 from the observed excess. Minimum-luminosity residuals are in the right column, for the extreme assumption that the excess at 0.48 μm is entirely from the hot component and the one at 2.4 μm is entirely from the cool component (see Table 9). Dotted lines correspond to blackbodies of Tint = 5000 K (left), Tint = 2500 K (center), and best fits (right), where the latter are between 3500 and 4000 K.

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An alternate approach is to define a minimum residual emission by assigning all of the excess at 0.48 μm to an accretion spot with a blackbody spectrum of Thot = 8000 K, assigning all of the excess at 2.4 μm to dust with a blackbody spectrum of Tcool = 1400 K, and then removing their contributions to the observed λEλ between 0.48 and 2.4 μm. By comparison, in Case A the flux at 0.48 μm has a substantial contribution from both the intermediate and hot components, and in Case B the flux at 2.4 μm has a substantial contribution from both the intermediate and cool components (see Figure 18). These minimum residuals are shown in the last column of Figure 19 (solid lines) and are compared to blackbodies (dotted lines). The blackbody spectra are in good agreement with the minimum residuals, with temperatures intermediate to Cases A and B: 3900 K for DR Tau, 3470 K for CW Tau, 3600 K for DK Tau, and 3980 K for BP Tau.

The luminosities corresponding to these three approaches for evaluating the residual emission from the intermediate-temperature component are shown in each panel of Figure 19. Luminosities are calculated by numerical integration of the excess emission spectra, initially expressed in units of L* as ratios of excess luminosities to photospheric luminosities. To convert to L, these are multiplied by literature estimates of the stellar luminosities (Table 9). For each of the four stars, the range in luminosities from the three approaches is less than a factor of two. It is obviously of interest to compare the estimated luminosities of the intermediate-temperature components to previously published accretion luminosities. For all 14 CTTSs in our sample that have both echelle and SpeX spectra, we do this by estimating both the minimum and maximum luminosity of the intermediate component from the observed excess. For the minimum luminosity we use the approach just described for all stars, forcing the intermediate-temperature contribution at the shortest and longest wavelengths to zero. For the maximum luminosity we attribute the entire excess between 0.48 and 2.4 μm to the intermediate-temperature component. Again, the luminosities are first found in photospheric units and then converted to physical units using published values of the photospheric luminosities. The minimum and maximum estimates, along with the stellar and accretion luminosities from the literature, are listed for each star in Table 9 and compared graphically in Figure 20. The minimum luminosities run from 0.01 to 2.4 L (0.03 to 1.2 L*), while the maximum luminosities run from 0.09 to 7.8 L (0.22 to 4.2 L*). Literature accretion and photospheric luminosities were taken from GHBC98 or CG98 whenever possible (all but two stars) in order to ensure a uniform approach. Figure 20 shows that the minimum and maximum luminosity estimates of the IYJ excess bracket the accretion luminosity determined from the blue excess, suggesting that the actual luminosity of this component is comparable to the previously derived accretion luminosity for each star. The implication is that total accretion luminosities for most CTTSs are a factor of two higher than previously estimated from modeling the blue excess emission.

Figure 20.

Figure 20. Comparison of minimum and maximum estimates for the luminosity of the intermediate-temperature component giving rise to the IYJ excess for each star to previously published accretion luminosities. The maximum assumes that all of the excess between 0.48 and 2.4 μm comes from the intermediate-temperature component, and the minimum assumes that all of the excess at 0.48 μm comes from an 8000 K accretion shock, while all of the excess at 2.4 μm comes from 1400 K warm dust (also see Table 9).

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Table 9. Minimum and Maximum Excess Luminosities

Object L*(L) Lacc(L) Refs.a Lmin(L*)b Lmin(L) Lmax(L*)c Lmax(L)
AA Tau 0.71 0.03 2,2 0.08 0.06 0.14 0.10
AS 353A 3.72 ... 3 0.66 2.44 2.10 7.82
BM And 7.24 ... 5 0.07 0.50 0.31 2.28
BP Tau 0.93 0.18 2,2 0.16 0.15 0.49 0.46
CW Tau 1.35 1.41 4,1 0.35 0.47 1.34 1.81
CY Tau 0.46 0.04 2,2 0.06 0.03 0.28 0.13
DF Tau 1.97 0.36 2,2 0.24 0.47 0.67 1.31
DG Tau A 1.74 4.96 3,1 0.23 0.39 0.84 1.46
DK Tau A 1.45 0.17 2,2 0.20 0.29 0.68 0.98
DL Tau 0.68 0.61 3,1 0.75 0.71 1.72 1.17
DO Tau 1.01 0.60 2,2 0.22 0.22 1.13 1.14
DR Tau 1.74 2.74 3,1 1.15 2.00 4.17 7.26
HN Tau A 0.19 0.04 2,2 0.12 0.02 1.37 0.26
LkCa 8 0.41 0.01 2,2 0.03 0.01 0.22 0.09

Notes. aReferences for stellar and accretion luminosities. bIntermediate-component luminosity if the excess emission at 0.48 μm is due entirely to hot spots and the excess emission at 2.4 μm is due entirely to warm dust. cTotal excess luminosity from 0.48 to 2.4 μm. References. (1) CG98; (2) GHBC98; (3) Hartigan et al. 1995; (4) Kenyon & Hartmann 1995; (5) Rostopchina 1999.

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In summary, from our very simple modeling of the excess emission between 0.48 and 2.4 μm, we find that three temperature components whose filling factors increase with increasing total excess account reasonably well for the observations. The temperature structure of the intermediate component is not well specified, but gas with one or more temperatures between 2200 and 5000 K is likely. It seems inescapable that for stars with the largest IYJ excesses (highest disk accretion rates), the requisite filling factor is comparable to the surface area of the star if Tint is 5000 K and is up to an order of magnitude higher if Tint is only 2500 K. This is unreasonably large to attribute to warm annuli around spots in the shock-heated photosphere and points to an origin in the disk, accretion flow, or wind. The luminosity from this region is comparable to previous estimates of the accretion luminosity.

6. DISCUSSION

We have demonstrated the presence of an excess continuum in accreting T Tauri stars between 0.48 and 2.4 μm with an intensity that scales with other indicators of disk accretion, such as the blue excess continuum and atomic emission lines. The similarity in the gross spectral characteristics of the IYJ excess among a diverse sample of stars makes it unlikely that contamination from random factors, such as large cool spots or undetected companions, contributes much to the derived excess. We discuss some implications of the IYJ excess, which has a temperature between that attributed to ∼8000 K hot spots in the shock-heated photosphere (the dominant contributor to the excess shortward of 0.5 μm; CG98) and a raised rim of ∼1400 K dust at the dust sublimation radius in the disk (the dominant contributor to the excess from 2 to 4.8 μm; MCHD03). Our simple modeling suggests that the intermediate component has a temperature between 2200 K and 5000 K, and it likely has a range of temperatures between these limits. One issue to consider is the effect of this newly recognized contribution to CTTS excess continuum emission on the determination of disk accretion rates. Another is the absence of any spectral region where broadband colors sample the young stellar photosphere, which makes extinction determinations from broadband colors difficult. Most exciting is the potential of identifying a heretofore unrecognized aspect of the star–disk interaction in accreting systems.

6.1. Effect of the IYJ Excess on Derived Disk Accretion Rates

Although we have identified a new source of continuum emission between 0.48 and 2.4 μm, we cannot uniquely determine its properties due to spectral overlap with other known sources of excess emission. However, reasonable upper and lower limits indicate that the excess luminosity in this wavelength range is comparable to previously determined accretion luminosities. Provided the excess is not simply reprocessing radiation from accretion hot spots, this indicates that a significant amount of accretion energy is being dissipated in the region we call the intermediate-temperature component. It is not immediately obvious what the implication is for estimates of disk accretion rates. When disk accretion rates are determined from spectrophotometry blueward of 0.5 μm, this emission is well represented by accretion shock models (CG98) where the underlying assumption is that the excess luminosity derives from kinetic energy liberated by material free-falling to the stellar surface in accretion columns. Thus, accretion rates determined under these assumptions should be reasonable estimates of the amount of matter actually landing on the stellar surface if the IYJ excess arises from a region other than the accretion shock. However, if some of the IYJ excess arises from annuli of warm gas surrounding a central, small accretion hot spot at the magnetic footpoint, then accretion rates will need to be revised upward accordingly.

More troubling is the commonly used technique of estimating disk accretion rates from large samples of CTTSs based on line-veiling measurements in the Paschen continuum longward of 0.5 μm. Since this approach relies on a bolometric correction appropriate for a hot accretion shock, it will overestimate accretion luminosities, progressively more so at longer wavelengths, since much of the excess will come from the intermediate-temperature component. In order to correctly determine CTTS accretion rates based on line veilings, the total accretion luminosity from all temperature components would first need to be found from absolutely simultaneous spectrophotometric data extending from shortward of the Balmer jump in the U band to longward of the gas continuum excess, probably out to the K band. Evaluation of reddening with a good grid of both subdwarf and dwarf standards through this full wavelength region would be necessary to understand the tendency to find larger AV at longer wavelengths in both WTTSs and CTTSs (see the following subsection) and thus to appropriately correct the observed emission for extinction. Then to convert line-veiling measurements to accretion luminosities, the relationship between veiling observed over a small wavelength interval and the total accretion luminosity must be established in order to know what kind of bolometric correction to apply. Finally, a model that includes all sources of excess luminosity would need to be constructed so that accretion luminosities can be turned into disk accretion rates.

At present, we can conclude only that the excess IYJ emission has a luminosity that is comparable to previously derived accretion luminosities and that accretion rates based on line veiling longward of 0.5 μm are suspect. An additional problem is that, for many CTTSs, photospheric properties such as luminosity, radius, and mass will need to be re-evaluated in light of the fact that much of the flux between 0.5 and 1 μm previously attributed to the photosphere is actually excess emission. Flux-calibrated spectrophotometry from the UV to the near IR in combination with sophisticated models of all contributors to the excess emission will be needed to improve our understanding of accretion luminosities and disk accretion rates.

6.2. Effect of the IYJ Excess on Extinction Estimates

The demonstration that CTTSs have excess continuum emission in the region intermediate to the well-studied blue and infrared excesses, including the I, Y, and J bands, makes it clear that there are no wavelength regions where photometric colors sample the bare photosphere. Thus, using observed colors to determine AV is subject to error. Many compilations of extinctions for CTTSs use red colors to derive AV, such as V − R (Kenyon & Hartmann 1995), V − I (White & Ghez 2001), R − I (Eiroa et al. 2002), or I − J (McClure et al. 2010). To assess the effect of the IYJ excess on determining AV from observed colors, we synthesized SEDs from 0.5 to 2 μm that are composed of a 4000 K stellar photosphere with varying amounts of continuum excess and subjected to intervening extinction. The continuum excess consists of three temperature components corresponding to the Case A and Case B of the previous section, with fixed Thot and Tcool, and Tint = 2500 or 5000 K. The magnitude of the excess is traced by the veiling at V, with rV ranging from 0.3 to 6.3. The resulting difference between the apparent and true AV as a function of color is shown in Figure 21. A failure to correctly account for the IYJ excess emission leads to an underestimate of AV from all colors except I − J, which are often not observed simultaneously. Although there is excess emission at I and J, the intermediate components in Cases A and B have temperatures similar to the star, and thus the I − J color, which primarily samples the intermediate component, happens to be nearly photospheric. On the other hand, the underestimate of AV for heavily veiled stars can be as large as 2 mag when using V − R and 1 mag when using R − I. (The difference between the true and derived AV is equal to the difference between the V magnitude of the bare photosphere and the V magnitude of the excess-plus-photosphere system; thus, it depends only on the properties of the excess and is independent of the true AV.)

Figure 21.

Figure 21. Difference between the apparent reddening AVapp and the true reddening AVtrue as a function of color if observed CTTS colors are assumed to be photospheric. The underlying photosphere is 4000 K and the excess continuum is the sum of three components corresponding to Case A (black) and Case B (red). The magnitude of the excess is identified by the veiling at V, with rV from 0.3 to 6.3, corresponding to the SEDs shown in Figure 17.

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An additional issue regarding extinction measurements in CTTSs is the puzzling tendency to find AV from 0.8 to 2.4 μm spectra that consistently exceed previous estimates. This could result from a number of effects that may all be operating in concert, including incorrect assessment of AV from red colors due to a large IYJ excess, differences in surface gravity or temperature between the CTTSs and dwarf spectral templates, and distortion of the spectrum by large cool spots or undetected close companions. (We consider the last two options unlikely because of the similarity in the gross characteristics of the IYJ excess in our 16 CTTSs.) This effect may be related to the unexplained behavior in the SEDs of some WTTSs, which have increasingly anomalous colors for their spectral types toward longer wavelengths (GHBC98; Gullbring et al. 1998b). We tested the SpeX spectrum of the WTTS V819 Tau to see if this behavior could be explained by an IYJ excess that arises from a blackbody source with T = 2500, 3500, or 5000 K and is weak enough to produce negligible veiling shortward of 0.6 μm. We find that such a weak excess does generate a higher AV with increasing wavelength, but only by a few tenths of a magnitude, much smaller than observed. We reiterate that whatever gives rise to the large AV determined from the SpeX spectra does not significantly affect our characterization of the IYJ excess, as described in Section 4, but it does indicate that extinctions to CTTSs and WTTSs need to be revisited in a more thorough way than can be done here.

6.3. A New Component in Accretion Disk Systems?

Identifying the source of the IYJ excess continuum requires that we define its SED in order to determine its temperature, density, opacity, and filling factor. Since at the shortest wavelengths in our data there is a contribution to the excess from the hot accretion spots, and at the longest wavelengths there is a contribution from the warm dust rim in the disk, we cannot extract the residual SED arising solely from the additional red emission. It does appear to be broad and relatively smooth, as would be expected from blackbody radiation with a temperature (or temperatures) between 2200 and 5000 K. Possible sources for the IYJ continuum emission are warm annuli around accretion hot spots, gas in the disk inside the dust sublimation radius, and gas in the accretion flow or wind. The presence of multiple temperature components in the shock-heated photosphere would not be surprising; in fact, this is predicted by three-dimensional magnetohydrodynamic numerical simulations of accretion in the presence of dipolar and more complex magnetic fields (Romanova et al. 2004; Long et al. 2008). This model may apply to stars with small IYJ excesses, provided that about half of the accretion luminosity is radiated from these cooler regions. However, for stars with large IYJ excesses, the required filling factors exceed the size of the star, making this an improbable scenario. The areas of the accretion flow and wind are larger than the surface area of the star, making these plausible locations for the IYJ excess, although the requisite temperature is much cooler than the 10,000 K that is invoked for accretion streams as a source of hydrogen line emission (Muzerolle et al. 2001).

The possibility that the IYJ excess is due to dust-free gas in the disk inward of the raised rim at the dust sublimation radius deserves consideration. Theoretical considerations suggest that the dust-free inner gaseous disk should be optically thin with strong molecular emission (Muzerolle et al. 2004), but this conclusion is called into question by Dullemond & Monnier (2010). These authors note that there appears to be a deficit of molecules in the dust-free inner disk, which only rarely shows CO overtone or H2O emission (Najita et al. 2007), and they suggest that molecules are destroyed in the inner gaseous disk, possibly from proximity to photodissociating radiation. They also present evidence that the inner gaseous disk may be optically thicker in CTTSs than in intermediate-mass Herbig Ae/Be stars, such as the behavior of linear polarization across the Hα line, which appears to be scattered off a rotating inner gaseous disk (Vink et al. 2005).

Additional evidence for disk gas inside the dust sublimation radius comes from near-infrared spectro-interferometry in the K band. Both spectroscopy and near-infrared interferometry indicate that the dust sublimation zone is at a radial distance in the disk of ∼0.1 AU for CTTSs (MCHD03; Eisner et al. 2005; Akeson et al. 2005; Millan-Gabet et al. 2007). Near-infrared spectro-interferometry at a resolution of R = 230 across the K band by Eisner et al. (2009; Eisner et al. 2007 and Tannirkulam et al. 2008a for higher-mass AeBe stars) shows that the angular size of the near-infrared emission decreases with decreasing wavelength, indicating that the ring of warm dust is accompanied by warm, presumably gaseous material within the dust sublimation radius. For higher-mass stars than we have investigated here, the possibility that this excess may arise from non-blackbody small dust grains has also been considered (Benisty et al. 2010a, 2010b). Detailed modeling (e.g., by Tannirkulam et al. 2008b) indicates that for gas opacity primarily due to free–free H and H emission, the gas is partially optically thin with continuum emission primarily from material hotter than 2000–3000 K but cooler than 5000 K. It is possible that the excess continuum in our broader spectral coverage comes at least in part from this gaseous region in the inner disk.

The inner gaseous disk, lying between the dust sublimation zone and the truncation of the disk by the stellar magnetosphere, is not yet well characterized but is a likely place for accretion energy to be dissipated. The gas that accretes onto the star must pass through this region, and magneto-centrifugal disk winds could be launched here. If the IYJ continuum emission arises at least in part in this region, line emission would also be expected. Although the region appears to be depleted of molecules (Dullemond & Monnier 2010), some of the abundant atomic emission lines in CTTS spectra may arise here. Near-infrared spectro-interferometry shows that the Brackett emission in CTTSs is unresolved (Eisner et al. 2010), requiring formation inside the resolved dust sublimation region, and in this study we found a tight correlation between the IYJ excess and the Paschen and Brackett line fluxes. Although the kinematic structure of these lines points to an origin in the accretion flow and inner wind rather than the inner disk (Muzerolle et al. 2001; Folha & Emerson 2001; Kwan & Fischer 2011), the unexpected finding of Edwards et al. (2006) that the structure of the Paγ line profile depends on the 1 μm veiling, with the broadest lines in stars with the largest veiling, makes it clear that the origin of these lines is not yet fully understood. Thus, a contribution from the inner disk cannot be ruled out. More broadly, the complexity of the rich emission-line spectrum of CTTSs in the optical and near-infrared is not fully explored and may yet reveal lines that are primarily formed in the inner gaseous disk (Beristain et al. 1998).

Ongoing efforts to definitively identify the physical properties of the inner region of accretion disks should yield an enriched understanding of accretion in CTTSs. The IYJ excess is of particular interest in the CTTSs that are the most heavily veiled, such as DR Tau, DG Tau A, RW Aur A, and AS 353A. Such CTTSs are borderline class I/II young stellar objects, with large infrared excesses, large accretion rates, and spatially resolved micro jets, and their large IYJ excesses can provide a view of the star–disk interaction region in a phase of protostellar evolution that is usually heavily obscured in the optical and near-infrared.

7. CONCLUSIONS

We have characterized the excess continuum emission in accreting T Tauri stars between 0.48 and 2.4 μm. At 1 μm the magnitude of the excess ranges from 0.1 to 3 times the photospheric flux, and it scales with the excess at shorter and longer wavelengths. We interpret this excess as arising from a source of continuum emission in addition to small hot (T ∼ 8000 K) accretion spots on the stellar surface at the base of accretion columns and large rings of warm (T ∼ 1400 K) dust at the sublimation radius in the disk. The broad, smooth distribution of the IYJ excess suggests that it comes from a third component with a temperature between 2200 K and 5000 K and roughly blackbody emission characteristics. We cannot pin down a unique combination of temperature and filling factor to account for the emission, but among stars with high IYJ excess, the filling factor is comparable to the surface area of the star if the temperature is 5000 K or more than an order-of-magnitude larger if the temperature is 2500 K. Possible sources of the emission include warm annuli surrounding hot accretion spots in the shock-heated photosphere, accreting gas in funnel flows, or disk gas inside the dust sublimation radius. The luminosity from this region is comparable to the accretion luminosity found from ultraviolet and blue excesses, suggesting that accretion luminosities have been underestimated by a factor of about two. The implication for disk accretion rates is more complicated, but a comprehensive campaign to obtain simultaneous spectrophotometry from the ultraviolet to the near-infrared for a large sample of CTTSs would provide further insight. Whatever its source, this excess emission contains a large fraction of the accretion energy released in the vicinity of the star.

We are grateful to Scott Dahm for flexibility in the scheduling of his HIRES time and for acquiring our HIRES spectra. We acknowledge stimulating conversations with Nuria Calvet, Laura Ingleby, and Scott Gregory, and we thank the anonymous referee for helpful comments. This work was partially supported by NASA grant NNG506GE47G issued through the Office of Space Science. The authors reverently acknowledge the cultural significance of the Mauna Kea summit to the indigenous Hawaiian community. We are most fortunate to have had the opportunity to conduct observations with IRTF and the Keck telescopes from this mountain.

Footnotes

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10.1088/0004-637X/730/2/73