Issue |
A&A
Volume 534, October 2011
|
|
---|---|---|
Article Number | L7 | |
Number of page(s) | 5 | |
Section | Letters | |
DOI | https://doi.org/10.1051/0004-6361/201117822 | |
Published online | 14 October 2011 |
Letter to the Editor
WISE/2MASS-SDSS brown dwarfs candidates using Virtual Observatory tools⋆
1
Centro de Astrobiología (INTA-CSIC), Departamento de
Astrofísica, PO Box
78, 28691
Villanueva de la Cañada Madrid
Spain
e-mail: miriam@cab.inta-csic.es; esm@cab.inta-csic.es; ege@cab.inta-csic.es
2 Spanish Virtual Observatory, Spain
Received:
4
August
2011
Accepted:
22
September
2011
Context. Massive far-red and infrared imaging surveys in different bandpasses are the main contributors to the discovery of brown dwarfs (BDs). The Virtual Observatory (VO) represents an adequate framework to handle these vast datasets efficiently and filter them out according to specific requirements. A statistically significant number of BDs is mandatory for understanding their general properties better for identifing peculiar objects. WISE, an all-sky survey in the mid-infrared, provides an excellent opportunity to increase the number of BDs significantly, in particular those at the lower end of the temperature scale.
Aims. We aim to demonstrate that VO tools are efficient in identifing and characterizing BDs by cross-correlating public catalogues released by large surveys.
Methods. Using VO tools we performed a cross-match of the WISE Preliminary Release, the 2MASS Point Source and the SDSS Data Release 7 catalogues over the whole area of sky that they have in common (~4000 deg2). Photometric and proper motion criteria were used to obtain a list of BD candidates. A temperature estimate is provided for each candidate based on their spectral energy distribution using VOSA, a VO tool for spectral energy distribution (SED) fitting. We derive the spectral types from the effective temperatures. Distances, calculated from the absolute magnitude- spectral type relation, place our candidates at 14–80 pc from the Sun, assuming that they are single.
Results. We have identified 31 BD candidates, 25 of which have already been reported in the literature. The remaining six candidates have been classified as L- (four) and T-type (two) objects. The high rate of recovery of known BDs (~90% of the T dwarfs catalogued in 2MASS) demonstrates the validity of our strategy to identify them with VO tools. An application of this method for a deeper search that covers the whole sky in common to WISE and UKIDSS will be presented in a forthcoming work.
Key words: brown dwarfs / surveys / proper motions / virtual observatory tools / astronomical databases: miscellaneous
Figure 1 is available in electronic form at http://www.aanda.org
© ESO, 2011
1. Introduction
Brown dwarfs (BDs), self-gravitating objects that form like stars but do not get enough mass to maintain a sufficiently high temperature and pressure in their cores for stable hydrogen fusion, provide a natural link between very low-mass stars and gaseous giant planets. Theoretically proposed fifty years ago (Kumar 1963), it was not until 1995 when the first BDs were discovered (Rebolo et al. 1995; Nakajima et al. 1995). Since then, hundreds of BDs have been found mainly thanks to the advent of large-area optical and near-infrared surveys such as the Two Micron All Sky Survey (2MASS, Skrutskie et al. 2006; Looper et al. 2007), the DEep Near Infrared Survey of the southern sky (DENIS, Epchtein et al. 1997; Delfosse et al. 1997; Martín et al. 1999), the Sloan Digital Sky Survey (SDSS, York et al. 2000; Chiu et al. 2006), the UKIRT Infrared Deep Survey (UKIDSS, Lawrence et al. 2007; Lodieu et al. 2007; Burningham et al. 2010) and the Canada-France Brown Dwarf Survey (CFBDS, Delorme et al. 2008; Albert et al. 2011)1.
The Wide-field Infrared Survey Explorer (WISE; Wright et al. 2010) is a NASA mission that has mapped the sky at 3.4 (W1), 4.6 (W2), 12 (W3), and 22 (W4) μm in 2010 with an angular resolution of 6.1″, 6.4″, 6.5″, and 12.0″, respectively. WISE achieved 5σ point-source sensitivities better than 0.08, 0.11, 1 and 6 mJy in unconfused regions on the ecliptic in the four bands. The dataset obtained by the WISE imaging survey constitutes an excellent resource for finding new brown dwarfs, in particular the coldest members, because they emit a substantial part of the spectral flux in the mid-infrared. The recent discoveries of T dwarfs reported by different authors (Burgasser et al. 2011; Mainzer et al. 2011; Scholz et al. 2011) confirm the high expectations placed on the mission. The WISE Preliminary Release2 is available to the astronomical community since April 14, 2011 and includes photometric information for over 257 million objects observed during the first 105 days of the survey.
The Virtual Observatory3 (VO) is an international initiative designed to help the astronomical community in the exploration of the digital, multi-wavelength universe that is resides in the astronomical data archives. The VO is already an operational research infrastructure, as demonstrated by the growing number of VO-papers published in the last years (>50 since 2009)4. In this work we have made use of VO tools to benefit from an easy data access and analysis.
We present here the identification of 31 BDs (25 known and 6 strong candidates not previously reported in the literature) identified in the sky area in common to the WISE Preliminary Release and the 2MASS Point Source and SDSS Data Release 7 catalogues. In Sect. 2 we describe the methodology devised to search for T dwarfs. In Sect. 3 we derive proper motions, effective temperatures (Teff), spectral types, and distances for our candidates. Finally, we summarize conclusions in Sect. 4.
2. Candidate selection
We built a VO-workflow with the STILTS5 scripting capabilities with criteria that must accomplish our preliminary list of candidates. The workflow consisted in the following steps:
-
cross-match. To avoid memory overflow problems associated to the data processing of large volumes of data, we divided the common WISE-2MASS-SDSS sky into overlapping circular regions of 30′. After different tests, we adopted a matching radius of 20″ to ensure that objects with high proper motion were not left out while at the same time avoiding an unmanageable number of false positives. Only the closest 2MASS and SDSS counterparts to each WISE source were considered;
-
filters on photometry.
-
Xflg = 0, Aflg = 0, to avoid sources flagged in 2MASS as minor planets or contaminated by nearby extended sources.
-
9 < J, to exclude of too bright sources that typically have associated large uncertainties.
-
Qflg(J) ≠ “U”, to discard sources with upper limits in the J band.
-
g’ > 22.2, r’ > 22.2 (SDSS limiting magnitudes), because T dwarfs should not be detected in these bands.
-
i’ > 21.3 (SDSS limiting magnitude) or (i’-z’) ≥ 3 (Hawley et al. 2002).
-
z’ < 20.5 (SDSS limiting magnitude)
-
(W1-W2) > 0.5, W2 < 15.5, (W2-W3) < 2.5. The W1 and W2 WISE bands were specifically designed to distinguish T dwarfs from background sources. W1 includes much of the CH4 fundamental absorption band and W2 includes the pseudo-continuum peak that is present for all objects cooler than 3000 K (Burrows et al. 2003; Golimowski et al. 2004). Mainzer et al. (2011) suggest a (W1-W2) > 1.8 for cool T dwarfs. Because we search for T dwarfs at all spectral subtypes, we relaxed this criterion up to the stellar boundary, (W1-W2) > 0.5. A side effect of this approach was the identification of four new L-type candidates. The (W2-W3) < 2.5 criterion was selected to exclude extragalactic sources (Wright et al. 2010). W2 = 15.5 indicates the limiting magnitude (5σ) in the W2 band.
-
(J-W2) > 1.8 and (z’-J) > 2.5 as suggested by Mainzer et al. (2011) and 2, respectively;
-
-
filter on astrometry and proper motions (PMs).
-
The angular separation between the WISE source and the2MASS counterpart must be greater than1″ (WISE 2σ astrometric accuracy). Assuming a minimum difference epoch between 2MASS and WISE of nine years (Feb. 2001–Jan. 2010), this criterion implies that we are loosing objects with PMs lower than 0.11″/yr. On the other hand, the 20″ matching radius will limit the detection of T dwarfs with PM higher than 1.53″/yr given the maximum difference epoch between 2MASS and WISE (Jun. 1997–Apr. 2010).
-
There must not be counterparts in the source table of the Supercosmos Science Archive (Hambly et al. 2001) at less than 1″ from the WISE source.
-
The differences in the PMs derived from WISE-2MASS and WISE-SDSS must be less than 50%.
-
Finally, we assessed the efficiency of our search by estimating the false negative rate (number of known T dwarfs that were not rediscovered in the analysis). Thirty six T dwarfs catalogued in the DwarfArchives were not found with our methodology. Most of them (33) were too faint to be detected in 2MASS and the remaining three did not meet some of the photometric criteria explained above.
Astrometry, photometry and physical parameters for the six new BDs candidates.
![]() |
Fig. 2 Colour–colour diagram of our six candidates (black full circles) compared with a sample of known L and T dwarfs (triangles and circles, respectively) observed with WISE (Mainzer et al. 2011; Scholz et al. 2011; Burgasser et al. 2011.) |
3. Physical parameters
3.1. Proper motions
The long baseline between WISE and 2MASS/SDSS, the excellent astrometry of these catalogues (less than 0.5″ with respect to 2MASS in the case of WISE Wright et al. 2010), together with the fact that brown dwarfs are nearby objects and therefore typically show high proper motions facilitates the measurement of reliable angular separations between the WISE sources and their respective counterparts in the 2MASS and SDSS catalogues.
Proper motions were computed using a linear least-squares fit to the coordinates given in the WISE, 2MASS and SDSS catalogues and weighted by their astrometric errors. No correction for parallactic motion was considered. The small separation between the 2MASS and SDSS positions (less than 1″ for five of our candidate BDs) and the lack of 2MASS Ks photometry for two of them are the main reasons for their omission in previous 2MASS/SDSS-based PM searches.
3.2. Effective temperature and spectral types
Effective temperatures for our candidate BDs were obtained from the spectral energy distribution (SED) χ2 fitting between the observed photometry and a suite of collections of theoretical models. The temperature determination was carried out using VOSA8 (Virtual Observatory SED Analyzer, Bayo et al. 2008). VOSA is a VO-tool designed to query several photometric catalogues that are accessible through VO services as well as VO-compliant theoretical models and perform a statistical test to determine which model reproduces the observed data best. Teff is then estimated from the best fit. Two different model collections were used in our analysis: DUSTY (Allard et al. 2001) and COND (Chabrier et al. 2000), which have Teff models ranging from 4000 to 100 K and 3900 to 500 K in 100 K steps, respectively. Effective temperatures obtained with VOSA are shown in Fig. 3 and Table 1.
Spectral types were then estimated following the effective temperature-spectral type relation given in 3. The 23 BDs found in our analysis with spectral types previously reported in the literature were used as benchmarks to calibrate the method. Typical errors of ~0.5 spectral types were found. The main contribution to the error budget comes from the degeneracy in the Teff – spectral. type relation between L4 and T4.
![]() |
Fig. 3 VOSA SED fitting for our six BD candidates. Catalogue and synthetic photometric points are represented in red and blue, respectively. Points not considered in the fitting are shown in black. Spectral bands are those listed in Table 1. The theoretical spectrum that best fits (and from which the synthetic photometry was computed by convolving with the corresponding filter profiles) is also plotted in grey. |
3.3. Distances
Distances for the L dwarfs were calculated using the absolute J magnitude (2MASS) – spectral type relation given in 1, whereas the distances to the T dwarfs were estimated using the absolute W2 magnitude (WISE) – spectral type relation derived by Burgasser et al. (2011). The calculated values for the distances are given in Table 1. The uncertainties in the derived distances are dominated by the uncertainty in the spectral type because the errors in the 2MASS J photometry are typically only 0.1–0.2 mag, whereas the errors in the spectral type are 0.5 types. This leads to a 30% uncertainty on distance, assuming all our candidates are single. An unresolved multiplicity would imply an underestimate of distance.
4. Conclusions
Taking advantage of VO tools, we reported the discovery of six BD candidates in the region of the sky in common to 2MASS Point Source, SDSS (Data Release 7) and the WISE Preliminary Release catalogues. The six candidates are clearly visible in the WISE W1 and W2 bands with SNR ≥ 10 and show physical parameters typical of L and T-type objects. The number of new candidates is remarkable, considering that 2MASS has been extensively searched for ultracool dwarfs.
These results clearly show how new surveys and the use of VO tools can help to mine older surveys: all but one of our BD candidates are very close to the 2MASS limiting magnitude, which puts them beyond the limits of previous, much shallower 2MASS-based BD searches (e.g. J < 16, Looper et al. 2007). Also remarkable is the fact that the methodology used in this paper is not limited to brown dwarfs but can be easily extrapolated to searches for other rare objects (e.g. high-z quasars).
Finally, our work clearly demonstrates the suitability of exploiting WISE data following a VO methodology and increases the expectations of building an accurate census of substellar objects in the solar vicinity.
See http://dwarfarchives.org for an updated list of L and T dwarfs.
Acknowledgments
This research has made use of the WISE data hosted at the NASA/ IPAC Infrared Science Archive, which is operated by the Jet Propulsion Laboratory, California Institute of Technology, under contract with the National Aeronautics and Space Administration. This publication has also made use of the SIMBAD, Vizier and Aladin services, operated at CDS, Strasbourg, France. Our research has benefitted from the M, L, and T dwarf compendium housed at DwarfArchives.org and maintained by Chris Gelino, Davy Kirkpatrick, and Adam Burgasser. Effective temperatures were estimated using VOSA, a VO-tool developed under the Spanish Virtual Observatory project supported from the Spanish MICINN through grant AyA2008-02156.
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Online material
![]() |
Fig. 1 Four-band charts showing the area around the six new BD candidates. The fields are 1.5′ × 1.1′ oriented with North up and East to the left. For each source, the SDSS(z’), 2MASS(J), WISE(W1) images are centered on the WISE(W2) coordinates. Fast motion between 2MASS and WISE epochs is clearly visible in WISE J0920+4538. |
All Tables
All Figures
![]() |
Fig. 2 Colour–colour diagram of our six candidates (black full circles) compared with a sample of known L and T dwarfs (triangles and circles, respectively) observed with WISE (Mainzer et al. 2011; Scholz et al. 2011; Burgasser et al. 2011.) |
In the text |
![]() |
Fig. 3 VOSA SED fitting for our six BD candidates. Catalogue and synthetic photometric points are represented in red and blue, respectively. Points not considered in the fitting are shown in black. Spectral bands are those listed in Table 1. The theoretical spectrum that best fits (and from which the synthetic photometry was computed by convolving with the corresponding filter profiles) is also plotted in grey. |
In the text |
![]() |
Fig. 1 Four-band charts showing the area around the six new BD candidates. The fields are 1.5′ × 1.1′ oriented with North up and East to the left. For each source, the SDSS(z’), 2MASS(J), WISE(W1) images are centered on the WISE(W2) coordinates. Fast motion between 2MASS and WISE epochs is clearly visible in WISE J0920+4538. |
In the text |
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