Target Selection and Sample Characterization for the DESI LOW-Z Secondary Target Program

被引:16
|
作者
Darragh-Ford, Elise [1 ,2 ,3 ]
Wu, John F. [4 ,5 ]
Mao, Yao-Yuan [6 ]
Wechsler, Risa H. [1 ,2 ,3 ]
Geha, Marla [7 ]
Forero-Romero, Jaime E. [8 ,9 ]
Hahn, ChangHoon [10 ,11 ]
Kallivayalil, Nitya [12 ]
Moustakas, John [13 ]
Nadler, Ethan O. [14 ,15 ]
Nowotka, Marta [1 ,2 ,3 ]
Peek, J. E. G. [4 ,5 ]
Tollerud, Erik J. [4 ]
Weiner, Benjamin [16 ,17 ]
Aguilar, J. [11 ]
Ahlen, S. [18 ]
Brooks, D. [19 ]
Cooper, A. P. [20 ,21 ]
de la Macorra, A. [22 ]
Dey, A. [23 ]
Fanning, K. [24 ]
Font-Ribera, A. [25 ]
Gontcho, S. Gontcho A. [11 ]
Honscheid, K. [26 ,27 ]
Kisner, T. [11 ]
Kremin, Anthony [11 ]
Landriau, M. [11 ]
Levi, Michael E. [11 ]
Martini, P. [26 ,28 ]
Meisner, Aaron M. [23 ]
Miquel, R. [25 ,29 ]
Myers, Adam D. [30 ]
Nie, Jundan [31 ]
Palanque-Delabrouille, N. [11 ,32 ]
Percival, W. J. [33 ,34 ,35 ]
Prada, F. [36 ]
Schlegel, D. [11 ]
Schubnell, M. [24 ,37 ]
Tarle, Gregory [37 ]
Vargas-Magana, M. [22 ]
Zhou, Zhimin [31 ]
Zou, H. [31 ]
机构
[1] Stanford Univ, Kavli Inst Particle Astrophys & Cosmol, Stanford, CA 94305 USA
[2] Stanford Univ, Dept Phys, Stanford, CA 94305 USA
[3] SLAC Natl Accelerator Lab, Menlo Pk, CA 94025 USA
[4] Space Telescope Sci Inst, 3700 San Martin Dr, Baltimore, MD 21218 USA
[5] Johns Hopkins Univ, Dept Phys & Astron, 3400 North Charles St, Baltimore, MD 21218 USA
[6] Univ Utah, Dept Phys & Astron, Salt Lake City, UT 84112 USA
[7] Yale Univ, Dept Astron, New Haven, CT 06520 USA
[8] Univ Los Andes, Dept Fis, Cra 1 18A-10, Bogota, Colombia
[9] Univ Los Andes, Observ Astron, Cra 1 18A-10, Bogota, Colombia
[10] Princeton Univ, Dept Astrophys Sci, Peyton Hall, Princeton, NJ 08544 USA
[11] Lawrence Berkeley Natl Lab, 1 Cyclotron Rd, Berkeley, CA 94720 USA
[12] Univ Virginia, Dept Astron, 530 McCormick Rd, Charlottesville, VA 22904 USA
[13] Siena Coll, Dept Phys & Astron, 515 Loudon Rd, Loudonville, NY 12211 USA
[14] Carnegie Observ, 813 Santa Barbara St, Pasadena, CA 91101 USA
[15] Univ Southern Calif, Dept Phys & Astron, Los Angeles, CA 90007 USA
[16] Univ Arizona, Dept Astron, Tucson, AZ 85721 USA
[17] Univ Arizona, Steward Observ, Tucson, AZ 85721 USA
[18] Boston Univ, Phys Dept, 590 Commonwealth Ave, Boston, MA 02215 USA
[19] UCL, Dept Phys & Astron, Gower St, London WC1E 6BT, England
[20] Natl Tsing Hua Univ, Inst Astron, 101 Kuang Fu Rd Sec 2, Hsinchu 30013, Taiwan
[21] Natl Tsing Hua Univ, Dept Phys, 101 Kuang Fu Rd Sec 2, Hsinchu 30013, Taiwan
[22] Univ Nacl Autonoma Mexico, Inst Fis, Cd De Mexico 04510, Mexico
[23] NSFs NOIRLab, 950 N Cherry Ave, Tucson, AZ 85719 USA
[24] Univ Michigan, Dept Phys, Ann Arbor 48109, MI USA
[25] Barcelona Inst Sci & Technol, Inst Fis Altes Energies IFAE, Campus UAB, E-08193 Bellaterra, Spain
[26] Ohio State Univ, Ctr Cosmol & AstroParticle Phys, 191 West Woodruff Ave, Columbus, OH 43210 USA
[27] Ohio State Univ, Dept Phys, 191 West Woodruff Ave, Columbus, OH 43210 USA
[28] Ohio State Univ, Dept Astron, 4055 McPherson Lab,140 W 18th Ave, Columbus, OH 43210 USA
[29] Inst Catalana Recerca & Estudis Avancats i, Passeig Lluis Co 23, E-08010 Barcelona, Spain
[30] Univ Wyoming, Dept Phys & Astron, 1000 E Univ,Dept 3905, Laramie, WY 82071 USA
[31] Chinese Acad Sci, Natl Astron Observ, A20 Datun Rd, Beijing 100012, Peoples R China
[32] Univ Paris Saclay, IRFU, CEA, F-91191 Gif Sur Yvette, France
[33] Univ Waterloo, Dept Phys & Astron, 200 Univ Ave W, Waterloo, ON N2L 3G1, Canada
[34] Perimeter Inst Theoret Phys, 31 Caroline St North, Waterloo, ON N2L 2Y5, Canada
[35] Univ Waterloo, Waterloo Ctr Astrophys, 200 Univ Ave W, Waterloo, ON N2L 3G1, Canada
[36] Inst Astrofis Andalucia CSIC, Glorieta Astron S-N, E-18008 Granada, Spain
[37] Univ Michigan, Ann Arbor, MI 48109 USA
来源
ASTROPHYSICAL JOURNAL | 2023年 / 954卷 / 02期
关键词
UV LUMINOSITY FUNCTIONS; GALAXY-HALO CONNECTION; PHOTOMETRIC REDSHIFTS; HUBBLE CONSTANT; SATELLITES; EVOLUTION; MASS;
D O I
10.3847/1538-4357/ace902
中图分类号
P1 [天文学];
学科分类号
0704 ;
摘要
We introduce the DESI LOW-Z Secondary Target Survey, which combines the wide-area capabilities of the Dark Energy Spectroscopic Instrument (DESI) with an efficient, low-redshift target selection method. Our selection consists of a set of color and surface brightness cuts, combined with modern machine-learning methods, to target low-redshift dwarf galaxies (z < 0.03) between 19 < r < 21 with high completeness. We employ a convolutional neural network (CNN) to select high-priority targets. The LOW-Z survey has already obtained over 22,000 redshifts of dwarf galaxies (M-* < 10(9)M(circle dot)), comparable to the number of dwarf galaxies discovered in the Sloan Digital Sky Survey DR8 and GAMA. As a spare fiber survey, LOW-Z currently receives fiber allocation for just similar to 50% of its targets. However, we estimate that our selection is highly complete: for galaxies at z < 0.03 within our magnitude limits, we achieve better than 95% completeness with similar to 1% efficiency using catalog-level photometric cuts. We also demonstrate that our CNN selections z < 0.03 galaxies from the photometric cuts subsample at least 10 times more efficiently while maintaining high completeness. The full 5 yr DESI program will expand the LOW-Z sample, densely mapping the low-redshift Universe, providing an unprecedented sample of dwarf galaxies, and providing critical information about how to pursue effective and efficient low-redshift surveys.
引用
收藏
页数:18
相关论文
共 50 条
  • [21] Forward modeling fluctuations in the DESI LRGs target sample using image simulations
    Kong, H.
    Ross, A. J.
    Honscheid, K.
    Lang, D.
    Porredon, A.
    de Mattia, A.
    Rezaie, M.
    Zhou, R.
    Schlafly, E. F.
    Moustakas, J.
    Rosado-Marin, A.
    Aguilar, J.
    Ahlen, S.
    Brooks, D.
    Chaussidon, E.
    Claybaugh, T.
    Cole, S.
    de la Macorra, A.
    Dey, Arjun
    Dey, Biprateep
    Doel, P.
    Fanning, K.
    Forero-Romero, J. E.
    Gaztanaga, E.
    Gontcho, S. Gontcho A.
    Gutierrez, G.
    Howlett, C.
    Juneau, S.
    Kremin, A.
    Landriau, M.
    Levi, M. E.
    Manera, M.
    Martini, P.
    Meisner, A.
    Miquel, R.
    Mueller, E.
    Myers, A. D.
    Newman, J. A.
    Nie, J.
    Niz, G.
    Percival, W. J.
    Poppett, C.
    Prada, F.
    Rossi, G.
    Sanchez, E.
    Schlegel, D.
    Schubnell, M.
    Seo, H.
    Sprayberry, D.
    Tarle, G.
    JOURNAL OF COSMOLOGY AND ASTROPARTICLE PHYSICS, 2025, (01):
  • [22] Energy transport and isochoric heating of a low-Z, reduced-mass target irradiated with a high intensity laser pulse
    Nishimura, H.
    Mishra, R.
    Ohshima, S.
    Nakamura, H.
    Tanabe, M.
    Fujiwara, T.
    Yamamoto, N.
    Fujioka, S.
    Batani, D.
    Veltcheva, M.
    Desai, T.
    Jafer, R.
    Kawamura, T.
    Sentoku, Y.
    Mancini, R.
    Hakel, P.
    Koike, F.
    Mima, K.
    PHYSICS OF PLASMAS, 2011, 18 (02)
  • [23] A Monte Carlo investigation of low-Z target image quality generated in a linear accelerator using Varian's VirtuaLinaca)
    Parsons, David
    Robar, James L.
    Sawkey, Daren
    MEDICAL PHYSICS, 2014, 41 (02)
  • [24] Sample Selection in Randomized Trials With Multiple Target Populations
    Tipton, Elizabeth
    AMERICAN JOURNAL OF EVALUATION, 2022, 43 (01) : 70 - 89
  • [25] TARGET SELECTION FOR THE LBTI EXOZODI KEY SCIENCE PROGRAM
    Weinberger, Alycia J.
    Bryden, Geoff
    Kennedy, Grant M.
    Roberge, Aki
    Defrere, Denis
    Hinz, Philip M.
    Millan-Gabet, Rafael
    Rieke, George
    Bailey, Vanessa P.
    Danchi, William C.
    Haniff, Chris
    Mennesson, Bertrand
    Serabyn, Eugene
    Skemer, Andrew J.
    Stapelfeldt, Karl R.
    Wyatt, Mark C.
    ASTROPHYSICAL JOURNAL SUPPLEMENT SERIES, 2015, 216 (02):
  • [26] Detailed characterization of Hβ emission line profile in low-z SDSS quasars
    Zamfir, S.
    Sulentic, J. W.
    Marziani, P.
    Dultzin, D.
    MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2010, 403 (04) : 1759 - 1786
  • [27] K-shell excitation studied for H- and he-like bismuth ions in collisions with low-Z target atoms
    Stohlker, Th.
    Ionescu, D.C.
    Rymuza, P.
    Bosch, F.
    Geissel, H.
    Kozhuharov, C.
    Ludziejewski, T.
    Mokler, P.H.
    Scheidenberger, C.
    Stachura, Z.
    Warczak, A.
    Dunford, R.W.
    Physical Review A. Atomic, Molecular, and Optical Physics, 1998, 57 (02):
  • [28] K-shell excitation studied for H- and He-like bismuth ions in collisions with low-Z target atoms
    Stohlker, T
    Ionescu, DC
    Rymuza, P
    Bosch, F
    Geissel, H
    Kozhuharov, C
    Ludziejewski, T
    Mokler, PH
    Scheidenberger, C
    Stachura, Z
    Warczak, A
    Dunford, RW
    PHYSICAL REVIEW A, 1998, 57 (02): : 845 - 854
  • [29] TARGET Z DEPENDENCE OF LOW-ENERGY CHANNELING
    NORBERG, E
    REUTHER, E
    BRADFORD, JN
    BULLETIN OF THE AMERICAN PHYSICAL SOCIETY, 1969, 14 (04): : 611 - &
  • [30] Extended Kernelized Correlation Tracking with Target Enhancement and Sample Selection
    Liu, Peng
    Liu, Chang
    Zhao, Wei
    Tang, Xianglong
    2017 IEEE 29TH INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE (ICTAI 2017), 2017, : 559 - 565