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CANDELS Visual Classifications: Scheme, Data Release, and First ResultsWe have undertaken an ambitious program to visually classify all galaxies in the five CANDELS fields down to H <24.5 involving the dedicated efforts of 65 individual classifiers. Once completed, we expect to have detailed morphological classifications for over 50,000 galaxies spanning 0 < z < 4 over all the fields. Here, we present our detailed visual classification scheme, which was designed to cover a wide range of CANDELS science goals. This scheme includes the basic Hubble sequence types, but also includes a detailed look at mergers and interactions, the clumpiness of galaxies, k-corrections, and a variety of other structural properties. In this paper, we focus on the first field to be completed - GOODS-S, which has been classified at various depths. The wide area coverage spanning the full field (wide+deep+ERS) includes 7634 galaxies that have been classified by at least three different people. In the deep area of the field, 2534 galaxies have been classified by at least five different people at three different depths. With this paper, we release to the public all of the visual classifications in GOODS-S along with the Perl/Tk GUI that we developed to classify galaxies. We present our initial results here, including an analysis of our internal consistency and comparisons among multiple classifiers as well as a comparison to the Sersic index. We find that the level of agreement among classifiers is quite good and depends on both the galaxy magnitude and the galaxy type, with disks showing the highest level of agreement and irregulars the lowest. A comparison of our classifications with the Sersic index and restframe colors shows a clear separation between disk and spheroid populations. Finally, we explore morphological k-corrections between the V-band and H-band observations and find that a small fraction (84 galaxies in total) are classified as being very different between these two bands. These galaxies typically have very clumpy and extended morphology or are very faint in the V-band.
Document ID
20140005690
Acquisition Source
Goddard Space Flight Center
Document Type
Preprint (Draft being sent to journal)
Authors
Kartaltepe, Jeyhan S.
(National Optical Astronomy Observatories Tucson, AZ, United States)
Mozena, Mark
(California Univ. Santa Cruz, CA, United States)
Kocevski, Dale
(Kentucky Univ. Lexington, KY, United States)
McIntosh, Daniel H.
(Missouri Univ. Kansas City, MO, United States)
Lotz, Jennifer
(Space Telescope Science Inst. Baltimore, MD, United States)
Bell, Eric F.
(Michigan Univ. Ann Arbor, MI, United States)
Faber, Sandy
(California Univ. Santa Cruz, CA, United States)
Ferguson, Henry
(Space Telescope Science Inst. Baltimore, MD, United States)
Koo, David
(California Univ. Santa Cruz, CA, United States)
Bassett, Robert
(Swinburne Univ. of Technology Hawthorn, Australia)
Bernyk, Maksym
(Swinburne Univ. of Technology Hawthorn, Australia)
Blancato, Kirsten
(National Optical Astronomy Observatories Tucson, AZ, United States)
Bournaud, Frederic
(Centre National de la Recherche Scientifique Gif-sur-Yvette, France)
Cassata, Paolo
(Aix-Marseille Univ. Marseille, France)
Castellano, Marco
(Osservatorio Astronomico Rome, Italy)
Cheung, Edmond
(California Univ. Santa Cruz, CA, United States)
Conselice, Christopher J.
(Nottingham Univ. United Kingdom)
Croton, Darren
(Swinburne Univ. of Technology Hawthorn, Australia)
Dahlen, Tomas
(Space Telescope Science Inst. Baltimore, MD, United States)
deMello, Duilia F.
(Catholic Univ. of America Washington, DC, United States)
DeGroot, Laura
(California Univ. Riverside, CA, United States)
Donley, Jennifer
(Los Alamos National Lab. NM, United States)
Guedes, Javiera
(Eidgenoessische Technische Hochschule Zurich, Switzerland)
Grogin, Norman
(Space Telescope Science Inst. Baltimore, MD, United States)
Hathi, Nimish
(California Univ. Riverside, CA, United States)
Hilton, Matt
(KwaZulu-Natal Univ. Durban, South Africa)
Hollon, Brett
(Missouri Univ. Kansas City, MO, United States)
Inami, Hanae
(National Optical Astronomy Observatories Tucson, AZ, United States)
Kassin, Susan
(Space Telescope Science Inst. Baltimore, MD, United States)
Koekemoer, Anton
(Space Telescope Science Inst. Baltimore, MD, United States)
Lani, Caterina
(Nottingham Univ. United Kingdom)
Liu, Nick
(Michigan Univ. Ann Arbor, MI, United States)
Lucas, Ray A.
(Space Telescope Science Inst. Baltimore, MD, United States)
Martig, Marie
(Swinburne Univ. of Technology Hawthorn, Australia)
McGrath, Elizabeth
(Colby Coll. Waterville, ME, United States)
McPartland, Conor
(Hawaii Univ. Honolulu, HI, United States)
Mobasher, Bahram
(California Univ. Riverside, CA, United States)
Morlock, Alice
(Nottingham Univ. United Kingdom)
O'Leary, Erin
(National Optical Astronomy Observatories Tucson, AZ, United States)
Peth, Mike
(Johns Hopkins Univ. Baltimore, MD, United States)
Pforr, Janine
(National Optical Astronomy Observatories Tucson, AZ, United States)
Pillepich, Annalisa
(Harvard-Smithsonian Center for Astrophysics Cambridge, MA, United States)
Rizer, Zachary
(Michigan Univ. Ann Arbor, MI, United States)
Rosario, David
(Max-Planck-Inst. fuer Astronomie Heidelberg, Germany)
Soto, Emmaris
(Catholic Univ. of America Washington, DC, United States)
Straughn, Amber
(NASA Goddard Space Flight Center Greenbelt, MD, United States)
Telford, Olivia
(Washington Univ. Seattle, WA, United States)
Sunnquist, Ben
(Missouri Univ. Kansas City, MO, United States)
Weiner, Benjamin
(Arizona Univ. Tucson, AZ, United States)
Wuyts, Stijn
(Max-Planck-Inst. fuer Extraterrestrische Physik Garching, Germany)
Date Acquired
May 13, 2014
Publication Date
January 10, 2014
Subject Category
Astrophysics
Report/Patent Number
GSFC-E-DAA-TN12842
Report Number: GSFC-E-DAA-TN12842
Distribution Limits
Public
Copyright
Public Use Permitted.
Keywords
Visual
CANDELS
Classifications
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