Photometric brown-dwarf classification I. A method to identify and accurately classify large samples of brown dwarfs without spectroscopy
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Published version
Author(s)
Type
Journal Article
Abstract
Aims. We present a method, named photo-type, to identify and accurately classify L and T dwarfs onto the standard spectral classification system using photometry alone. This enables the creation of large and deep homogeneous samples of these objects efficiently, without the need for spectroscopy.
Methods. We created a catalogue of point sources with photometry in 8 bands, ranging from 0.75 to 4.6 μm, selected from an area of 3344 deg2, by combining SDSS, UKIDSS LAS, and WISE data. Sources with 13.0 <J< 17.5, and Y − J> 0.8, were then classified by comparison against template colours of quasars, stars, and brown dwarfs. The L and T templates, spectral types L0 to T8, were created by identifying previously known sources with spectroscopic classifications, and fitting polynomial relations between colour and spectral type.
Results. Of the 192 known L and T dwarfs with reliable photometry in the surveyed area and magnitude range, 189 are recovered by our selection and classification method. We have quantified the accuracy of the classification method both externally, with spectroscopy, and internally, by creating synthetic catalogues and accounting for the uncertainties. We find that, brighter than J = 17.5, photo-type classifications are accurate to one spectral sub-type, and are therefore competitive with spectroscopic classifications. The resultant catalogue of 1157 L and T dwarfs will be presented in a companion paper.
Methods. We created a catalogue of point sources with photometry in 8 bands, ranging from 0.75 to 4.6 μm, selected from an area of 3344 deg2, by combining SDSS, UKIDSS LAS, and WISE data. Sources with 13.0 <J< 17.5, and Y − J> 0.8, were then classified by comparison against template colours of quasars, stars, and brown dwarfs. The L and T templates, spectral types L0 to T8, were created by identifying previously known sources with spectroscopic classifications, and fitting polynomial relations between colour and spectral type.
Results. Of the 192 known L and T dwarfs with reliable photometry in the surveyed area and magnitude range, 189 are recovered by our selection and classification method. We have quantified the accuracy of the classification method both externally, with spectroscopy, and internally, by creating synthetic catalogues and accounting for the uncertainties. We find that, brighter than J = 17.5, photo-type classifications are accurate to one spectral sub-type, and are therefore competitive with spectroscopic classifications. The resultant catalogue of 1157 L and T dwarfs will be presented in a companion paper.
Date Issued
2015-02-01
Date Acceptance
2014-11-27
Citation
Astronomy & Astrophysics, 2015, 574
ISSN
1432-0746
Publisher
EDP Sciences
Journal / Book Title
Astronomy & Astrophysics
Volume
574
Copyright Statement
© ESO, 2015
Sponsor
Science and Technology Facilities Council [2006-2012]
Science and Technology Facilities Council [2006-2012]
Science and Technology Facilities Council (STFC)
Grant Number
ST/K001051/1
ST/K001051/1
ST/K001051/1
Subjects
Science & Technology
Physical Sciences
Astronomy & Astrophysics
stars: low-mass
techniques: photometric
methods: data analysis
stars: individual: SDSS J1030+0213
stars: individual: 2MASS J1542-0045
stars: individual: ULAS J2304+1301
DIGITAL SKY SURVEY
PROPER-MOTION SURVEY
WIDE-FIELD CAMERA
PECULIAR L DWARFS
T-DWARFS
SPACE DENSITY
SPECTRAL CLASSIFICATION
ULTRACOOL DWARFS
L/T TRANSITION
DATA RELEASE
Publication Status
Published
Article Number
ARTN A78
Date Publish Online
2015-01-28