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.
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页数:18
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