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Astrophysical Journal Supplement Series | 2011

The First Hundred Brown Dwarfs Discovered by the Wide-field Infrared Survey Explorer (WISE)

J. Davy Kirkpatrick; Michael C. Cushing; Christopher R. Gelino; Roger L. Griffith; Michael F. Skrutskie; Kenneth A. Marsh; Edward L. Wright; A. Mainzer; Peter R. M. Eisenhardt; Ian S. McLean; Maggie A. Thompson; James Monie Bauer; Dominic J. Benford; C. Bridge; Sean Lake; Sara Petty; S. A. Stanford; Chao-Wei Tsai; Vanessa P. Bailey; Charles A. Beichman; Joshua S. Bloom; John J. Bochanski; Adam J. Burgasser; P. Capak; Kelle L. Cruz; Philip M. Hinz; J. Kartaltepe; Russell P. Knox; S. Manohar; Daniel Masters

We present ground-based spectroscopic verification of 6 Y dwarfs (see also Cushing et al.), 89 T dwarfs, 8 L dwarfs, and 1 M dwarf identified by the Wide-field Infrared Survey Explorer (WISE). Eighty of these are cold brown dwarfs with spectral types ≥T6, six of which have been announced earlier by Mainzer et al. and Burgasser et al. We present color-color and color-type diagrams showing the locus of M, L, T, and Y dwarfs in WISE color space. Near-infrared and, in a few cases, optical spectra are presented for these discoveries. Near-infrared classifications as late as early Y are presented and objects with peculiar spectra are discussed. Using these new discoveries, we are also able to extend the optical T dwarf classification scheme from T8 to T9. After deriving an absolute WISE 4.6 μm (W2) magnitude versus spectral type relation, we estimate spectrophotometric distances to our discoveries. We also use available astrometric measurements to provide preliminary trigonometric parallaxes to four of our discoveries, which have types of L9 pec (red), T8, T9, and Y0; all of these lie within 10 pc of the Sun. The Y0 dwarf, WISE 1541–2250, is the closest at 2.8^(+1.3)_(–0.6) pc; if this 2.8 pc value persists after continued monitoring, WISE 1541–2250 will become the seventh closest stellar system to the Sun. Another 10 objects, with types between T6 and >Y0, have spectrophotometric distance estimates also placing them within 10 pc. The closest of these, the T6 dwarf WISE 1506+7027, is believed to fall at a distance of ~4.9 pc. WISE multi-epoch positions supplemented with positional info primarily from the Spitzer/Infrared Array Camera allow us to calculate proper motions and tangential velocities for roughly one-half of the new discoveries. This work represents the first step by WISE to complete a full-sky, volume-limited census of late-T and Y dwarfs. Using early results from this census, we present preliminary, lower limits to the space density of these objects and discuss constraints on both the functional form of the mass function and the low-mass limit of star formation.


The Astrophysical Journal | 2011

Dissecting photometric redshift for active galactic nucleus using XMM- and Chandra-COSMOS samples

M. Salvato; O. Ilbert; Guenther Hasinger; F. Civano; G. Zamorani; M. Brusa; M. Elvis; C. Vignali; H. Aussel; A. Comastri; F. Fiore; E. Le Floc'h; V. Mainieri; S. Bardelli; M. Bolzonella; A. Bongiorno; P. Capak; Karina Caputi; N. Cappelluti; C. M. Carollo; T. Contini; B. Garilli; A. Iovino; S. Fotopoulou; Antonella Fruscione; R. Gilli; C. Halliday; Jean-Paul Kneib; Y. Kakazu; J. Kartaltepe

In this paper, we release accurate photometric redshifts for 1692 counterparts to Chandra sources in the central square degree of the Cosmic Evolution Survey (COSMOS) field. The availability of a large training set of spectroscopic redshifts that extends to faint magnitudes enabled photometric redshifts comparable to the highest quality results presently available for normal galaxies. We demonstrate that morphologically extended, faint X-ray sources without optical variability are more accurately described by a library of normal galaxies (corrected for emission lines) than by active galactic nucleus (AGN) dominated templates, even if these sources have AGN-like X-ray luminosities. Preselecting the library on the bases of the source properties allowed us to reach an accuracy σ_(Δz/(1+z(spec))~0.015 with a fraction of outliers of 5.8% for the entire Chandra-COSMOS sample. In addition, we release revised photometric redshifts for the 1735 optical counterparts of the XMM-detected sources over the entire 2 deg^2 of COSMOS. For 248 sources, our updated photometric redshift differs from the previous release by Δz > 0.2. These changes are predominantly due to the inclusion of newly available deep H-band photometry (H_(AB) = 24 mag). We illustrate once again the importance of a spectroscopic training sample and how an assumption about the nature of a source together, with the number and the depth of the available bands, influences the accuracy of the photometric redshifts determined for AGN. These considerations should be kept in mind when defining the observational strategies of upcoming large surveys targeting AGNs, such as eROSITA at X-ray energies and the Australian Square Kilometre Array Pathfinder Evolutionary Map of the Universe in the radio band.


The Astrophysical Journal | 2013

DUST EXTINCTION FROM BALMER DECREMENTS OF STAR-FORMING GALAXIES AT 0.75 z 1.5 WITH HUBBLE SPACE TELESCOPE/WIDE-FIELD-CAMERA 3 SPECTROSCOPY FROM THE WFC3 INFRARED SPECTROSCOPIC PARALLEL SURVEY

A. Domínguez; Brian Siana; Alaina Henry; Claudia Scarlata; Alejandro G. Bedregal; M. Malkan; Hakim Atek; Nathaniel R. Ross; James W. Colbert; Harry I. Teplitz; Marc Rafelski; Patrick J. McCarthy; Andrew J. Bunker; Nimish P. Hathi; A. Dressler; Crystal L. Martin; Daniel Masters

Spectroscopic observations of H and H emission lines of 128 star-forming galaxies in the redshift range 0:75 z 1:5 are presented. These data were taken with slitless spectroscopy using the G102 and G141 grisms of the Wide-Field-Camera 3 (WFC3) on board the Hubble Space Telescope as part of the WFC3 Infrared Spectroscopic Parallel (WISP) survey. Interstellar dust extinction is measured from stacked spectra that cover the Balmer decrement (H /H ). We present dust extinction as a function of H luminosity (down to 3 10 41 erg s 1 ), galaxy stellar mass (reaching 4 10 8 M ), and rest-frame H equivalent width. The faintest galaxies are two times fainter in H luminosity than galaxies previously studied at z 1:5. An evolution is observed where galaxies of the same H luminosity have lower extinction at higher redshifts, whereas no evolution is found within our error bars with stellar mass. The lower H luminosity galaxies in our sample are found to be consistent with no dust extinction. We


The Astrophysical Journal | 2014

Physical properties of emission-line galaxies at z ∼ 2 from near-infrared spectroscopy with magellan fire

Daniel Masters; Patrick J. McCarthy; Brian Siana; Matthew A. Malkan; Bahram Mobasher; Hakim Atek; Alaina Henry; Crystal L. Martin; Marc Rafelski; Nimish P. Hathi; Claudia Scarlata; Nathaniel R. Ross; Andrew J. Bunker; Guillermo A. Blanc; Alejandro G. Bedregal; A. Domínguez; James W. Colbert; Harry I. Teplitz; Alan Michael Dressler

We present results from near-infrared spectroscopy of 26 emission-line galaxies at z ~ 2.2 and z ~ 1.5 obtained with the Folded-port InfraRed Echellette (FIRE) spectrometer on the 6.5 m Magellan Baade telescope. The sample was selected from the WFC3 Infrared Spectroscopic Parallels survey, which uses the near-infrared grism of the Hubble Space Telescope Wide Field Camera 3 (WFC3) to detect emission-line galaxies over 0.3 ≾z ≾2.3. Our FIRE follow-up spectroscopy (R ~ 5000) over 1.0-2.5 μm permits detailed measurements of the physical properties of the z ~ 2 emission-line galaxies. Dust-corrected star formation rates for the sample range from ~5-100 M☉ yr^(–1) with a mean of 29 M☉ yr^(–1). We derive a median metallicity for the sample of 12 + log(O/H) = 8.34 or ~0.45 Z☉. The estimated stellar masses range from ~10^(8.5)-10^(9.5) M☉, and a clear positive correlation between metallicity and stellar mass is observed. The average ionization parameter measured for the sample, log U ≈–2.5, is significantly higher than what is found for most star-forming galaxies in the local universe, but similar to the values found for other star-forming galaxies at high redshift. We derive composite spectra from the FIRE sample, from which we measure typical nebular electron densities of ~100-400 cm^(–3). Based on the location of the galaxies and composite spectra on diagnostic diagrams, we do not find evidence for significant active galactic nucleus activity in the sample. Most of the galaxies, as well as the composites, are offset diagram toward higher [O III]/Hβ at a given [N II]/Hα, in agreement with other observations of z ≳1 star-forming galaxies, but composite spectra derived from the sample do not show an appreciable offset from the local star-forming sequence on the [O III]/Hβ versus [S II]/Hα diagram. We infer a high nitrogen-to-oxygen abundance ratio from the composite spectrum, which may contribute to the offset of the high-redshift galaxies from the local star-forming sequence in the [O III]/Hβ versus [N II]/Hα diagram. We speculate that the elevated nitrogen abundance could result from substantial numbers of Wolf-Rayet stars in starbursting galaxies at z ~ 2.


Astrophysical Journal Supplement Series | 2013

Evolution of galaxies and their environments at z = 0.1-3 in COSMOS

N. Z. Scoville; S. Arnouts; H. Aussel; Andrew J. Benson; A. Bongiorno; Kevin Bundy; M. A. A. Calvo; P. Capak; Marcella Carollo; F. Civano; James Dunlop; M. Elvis; Andreas L. Faisst; A. Finoguenov; Hai Fu; Mauro Giavalisco; Qi Guo; O. Ilbert; A. Iovino; Masaru Kajisawa; J. Kartaltepe; Alexie Leauthaud; O. Le Fèvre; E. LeFloch; S. J. Lilly; Charles T. Liu; S. Manohar; Richard Massey; Daniel Masters; H. J. McCracken

Large-scale structures (LSSs) out to z 0.8, the SFR density is uniformly distributed over all environmental density percentiles, while at lower redshifts the dominant contribution is shifted to galaxies in lower density environments.


The Astrophysical Journal | 2011

The population of high-redshift active galactic nuclei in the Chandra-COSMOS survey

F. Civano; M. Brusa; A. Comastri; M. Elvis; M. Salvato; G. Zamorani; P. Capak; F. Fiore; R. Gilli; Heng Hao; Hiroyuki Ikeda; Y. Kakazu; J. Kartaltepe; Daniel Masters; Takamitsu Miyaji; M. Mignoli; S. Puccetti; Francesco Shankar; J. D. Silverman; Christian Vignali; A. Zezas; Anton M. Koekemoer

We present the high-redshift (3 3. Eighty-one sources are selected in the 0.5-2 keV band, fourteen are selected in the 2-10 keV and six in the 0.5-10 keV bands. We sample the high-luminosity (log L_((2-10keV)) > 44.15 erg s^(–1)) space density up to z ~ 5 and a fainter luminosity range (43.5 erg s^(–1) 3. We find that the space density of high-luminosity AGNs declines exponentially at all the redshifts, confirming the trend observed for optically selected quasars. At lower luminosity, the measured space density is not conclusive, and a larger sample of faint sources is needed. Comparisons with optical luminosity functions and black hole formation models are presented together with prospects for future surveys.


The Astrophysical Journal | 2014

Star formation at 4 < z < 6 from the Spitzer Large Area Survey with Hyper-Suprime-Cam (SPLASH)

Charles L. Steinhardt; Josh S. Speagle; P. Capak; J. D. Silverman; Marcella Carollo; James Dunlop; Yasuhiro Hashimoto; B. C. Hsieh; O. Ilbert; Olivier Le Fevre; Emeric Le Floc'h; Nicholas Lee; Liwhai Lin; Yen-Ting Lin; Daniel Masters; H. J. McCracken; Tohru Nagao; Andreea Oana Petric; M. Salvato; D. B. Sanders; N. Z. Scoville; Kartik Sheth; Michael A. Strauss; Yoshiaki Taniguchi

Using the first 50% of data collected for the Spitzer Large Area Survey with Hyper-Suprime-Cam (SPLASH) observations on the 1.8 deg 2 Cosmological Evolution Survey (COSMOS) we estimate the masses and star formation rates of 3398 M∗ > 10 10 M⊙ star-forming galaxies at 4 < z < 6 with a substantial population up to M∗ & 10 11.5 M⊙. We find that the strong correlation between stellar mass and star formation rate seen at lower redshift (the “main sequence” of star-forming galaxies) extends to z � 6. The observed relation and scatter is consistent with a continued increase in star formation rate at fixed mass in line with extrapolations from lower-redshift observations. It is difficult to explain this continued correlation, especially for the most massive systems, unless the most massive galaxies are forming stars near their Eddington-limited rate from their first collapse. Furthermore, we find no evidence for moderate quenching at higher masses, indicating quenching either has not occurred prior to z � 6 or else occurs rapidly, so that few galaxies are visible in transition between star-forming and quenched. Subject headings: galaxies: evolution


The Astrophysical Journal | 2013

LOW MASSES AND HIGH REDSHIFTS: THE EVOLUTION OF THE MASS-METALLICITY RELATION*

Alaina Henry; Claudia Scarlata; A. Domínguez; Matthew A. Malkan; Crystal L. Martin; Brian Siana; Hakim Atek; Alejandro G. Bedregal; James W. Colbert; Marc Rafelski; Nathaniel R. Ross; Harry I. Teplitz; Andrew J. Bunker; Alan Dressler; Nimish P. Hathi; Daniel Masters; Patrick J. McCarthy; Amber N. Straughn

We present the first robust measurement of the high redshift mass-metallicity (MZ) relation at 10^8 ≾ M/M_☉ ≾ 10^(10), obtained by stacking spectra of 83 emission-line galaxies with secure redshifts between 1.3 ≾ z ≾ 2.3. For these redshifts, infrared grism spectroscopy with the Hubble Space Telescope Wide Field Camera 3 is sensitive to the R_(23) metallicity diagnostic: ([O II] λλ3726, 3729 + [O III] λλ4959, 5007)/Hβ. Using spectra stacked in four mass quartiles, we find a MZ relation that declines significantly with decreasing mass, extending from 12+log(O/H) = 8.8 at M = 10^(9.8) M_☉, to 12+log(O/H) = 8.2 at M = 10^(8.2) M_☉. After correcting for systematic offsets between metallicity indicators, we compare our MZ relation to measurements from the stacked spectra of galaxies with M ≳ 10^(9.5) M_☉ and z ~ 2.3. Within the statistical uncertainties, our MZ relation agrees with the z ~ 2.3 result, particularly since our somewhat higher metallicities (by around 0.1 dex) are qualitatively consistent with the lower mean redshift (z = 1.76) of our sample. For the masses probed by our data, the MZ relation shows a steep slope which is suggestive of feedback from energy-driven winds, and a cosmological downsizing evolution where high mass galaxies reach the local MZ relation at earlier times. In addition, we show that our sample falls on an extrapolation of the star-forming main sequence (the SFR-M_* relation) at this redshift. This result indicates that grism emission-line selected samples do not have preferentially high star formation rates (SFRs). Finally, we report no evidence for evolution of the mass-metallicity-SFR plane; our stack-averaged measurements show excellent agreement with the local relation.


The Astrophysical Journal | 2012

Evolution of the Quasar Luminosity Function over 3 < z < 5 in the COSMOS Survey Field

Daniel Masters; P. Capak; M. Salvato; F. Civano; Bahram Mobasher; Brian Siana; Guenther Hasinger; C. D. Impey; Tohru Nagao; Jonathan R. Trump; Hiroyuki Ikeda; Martin Elvis; Nicholas Z. Scoville

We investigate the high-redshift quasar luminosity function (QLF) down to an apparent magnitude of I_AB = 25 in the Cosmic Evolution Survey (COSMOS). Careful analysis of the extensive COSMOS photometry and imaging data allows us to identify and remove stellar and low-redshift contaminants, enabling a selection that is nearly complete for type-1 quasars at the redshifts of interest. We find 155 likely quasars at z > 3.1, 39 of which have prior spectroscopic confirmation. We present our sample in detail and use these confirmed and likely quasars to compute the rest-frame UV QLF in the redshift bins 3.1 3 is similar to what has been found for more luminous optical and X-ray quasars. We compare the rest-frame UV luminosity functions found here with the X-ray luminosity function at z > 3, and find that they evolve similarly between z ~ 3.2 and z ~ 4; however, the different normalizations imply that roughly 75% of X-ray bright active galactic nuclei (AGNs) at z ~ 3-4 are optically obscured. This fraction is higher than found at lower redshift and may imply that the obscured, type-2 fraction continues to increase with redshift at least to z ~ 4. Finally, the implications of the results derived here for the contribution of quasars to cosmic reionization are discussed.


The Astrophysical Journal | 2015

Mapping the Galaxy Color-Redshift Relation: Optimal Photometric Redshift Calibration Strategies for Cosmology Surveys

Daniel Masters; P. Capak; Daniel Stern; O. Ilbert; M. Salvato; Samuel J. Schmidt; Giuseppe Longo; Jason Rhodes; Stephane Paltani; Bahram Mobasher; Henk Hoekstra; Hendrik Hildebrandt; Jean Coupon; Charles L. Steinhardt; Josh S. Speagle; Andreas L. Faisst; Adam Kalinich; M. Brodwin; Massimo Brescia; Stefano Cavuoti

Calibrating the photometric redshifts of ≳ 10^9 galaxies for upcoming weak lensing cosmology experiments is a major challenge for the astrophysics community. The path to obtaining the required spectroscopic redshifts for training and calibration is daunting, given the anticipated depths of the surveys and the difficulty in obtaining secure redshifts for some faint galaxy populations. Here we present an analysis of the problem based on the self-organizing map, a method of mapping the distribution of data in a high-dimensional space and projecting it onto a lower-dimensional representation. We apply this method to existing photometric data from the COSMOS survey selected to approximate the anticipated Euclid weak lensing sample, enabling us to robustly map the empirical distribution of galaxies in the multidimensional color space defined by the expected Euclid filters. Mapping this multicolor distribution lets us determine where—in galaxy color space—redshifts from current spectroscopic surveys exist and where they are systematically missing. Crucially, the method lets us determine whether a spectroscopic training sample is representative of the full photometric space occupied by the galaxies in a survey. We explore optimal sampling techniques and estimate the additional spectroscopy needed to map out the color–redshift relation, finding that sampling the galaxy distribution in color space in a systematic way can efficiently meet the calibration requirements. While the analysis presented here focuses on the Euclid survey, similar analysis can be applied to other surveys facing the same calibration challenge, such as DES, LSST, and WFIRST.

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P. Capak

California Institute of Technology

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Andreas L. Faisst

California Institute of Technology

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H. J. McCracken

Institut d'Astrophysique de Paris

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O. Ilbert

University of Provence

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J. Kartaltepe

Aix-Marseille University

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Charles L. Steinhardt

California Institute of Technology

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