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Title: Preliminary clustering properties of the DESI BGS bright targets using DR9 Legacy Imaging Surveys

Abstract

We characterize the selection cuts and clustering properties of a magnitude-limited sample of bright galaxies that is part of the Bright Galaxy Survey (BGS) of the Dark Energy Spectroscopic Instrument (DESI) using the ninth data release of the Legacy Imaging Surveys (DR9). We describe changes in the DR9 selection compared to the DR8 one and we also compare the DR9 selection in three distinct regions: BASS/MzLS in the north Galactic Cap (NGC), DECaLS in the NGC, and DECaLS in the south Galactic Cap (SGC). We investigate the systematics associated with the selection and assess its completeness by matching the BGS targets with the Galaxy and Mass Assembly (GAMA) survey. We measure the angular clustering for the overall bright sample (rmag ≤ 19.5) and as function of apparent magnitude and colour. This enables to determine the clustering strength r0 and slope γ by fitting a power-law model that can be used to generate accurate mock catalogues for this tracer. We use a counts-in-cells technique to explore higher order statistics and cross-correlations with external spectroscopic data sets in order to check the evolution of the clustering with redshift and the redshift distribution of the BGS targets using clustering redshifts. While this workmore » validates the properties of the BGS bright targets, the final target selection pipeline and clustering properties of the entire DESI BGS will be fully characterized and validated with the spectroscopic data of Survey Validation.« less

Authors:
; ORCiD logo; ; ; ; ; ; ; ; ; ; ;
Publication Date:
Research Org.:
Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States); Univ. of Michigan, Ann Arbor, MI (United States)
Sponsoring Org.:
USDOE Office of Science (SC), High Energy Physics (HEP); UK Science Technology Facilities Council; National Science Foundation (NSF); Mexican National Council of Science and Technology (CONACyT); Marie Sklodowska-Curie
OSTI Identifier:
1831326
Alternate Identifier(s):
OSTI ID: 1859717; OSTI ID: 1973751
Grant/Contract Number:  
AC02-05CH1123; DESC0020086; AC02-05CH11231; SC0020086; AST-1616414; ST/P000541/1; ST/T000244/1; SC0019193; 297228/440775; 734374
Resource Type:
Published Article
Journal Name:
Monthly Notices of the Royal Astronomical Society
Additional Journal Information:
Journal Name: Monthly Notices of the Royal Astronomical Society Journal Volume: 509 Journal Issue: 1; Journal ID: ISSN 0035-8711
Publisher:
Oxford University Press
Country of Publication:
United Kingdom
Language:
English
Subject:
79 ASTRONOMY AND ASTROPHYSICS; cosmology; observations; distances and redshifts; large-scale structures; dark energy; astronomical data bases: miscellaneous; Universe

Citation Formats

Zarrouk, Pauline, Ruiz-Macias, Omar, Cole, Shaun, Norberg, Peder, Baugh, Carlton, Brooks, David, Gaztañaga, Enrique, Kitanidis, Ellie, Kehoe, Robert, Landriau, Martin, Moustakas, John, Prada, Francisco, and Tarlé, Gregory. Preliminary clustering properties of the DESI BGS bright targets using DR9 Legacy Imaging Surveys. United Kingdom: N. p., 2021. Web. doi:10.1093/mnras/stab2814.
Zarrouk, Pauline, Ruiz-Macias, Omar, Cole, Shaun, Norberg, Peder, Baugh, Carlton, Brooks, David, Gaztañaga, Enrique, Kitanidis, Ellie, Kehoe, Robert, Landriau, Martin, Moustakas, John, Prada, Francisco, & Tarlé, Gregory. Preliminary clustering properties of the DESI BGS bright targets using DR9 Legacy Imaging Surveys. United Kingdom. https://doi.org/10.1093/mnras/stab2814
Zarrouk, Pauline, Ruiz-Macias, Omar, Cole, Shaun, Norberg, Peder, Baugh, Carlton, Brooks, David, Gaztañaga, Enrique, Kitanidis, Ellie, Kehoe, Robert, Landriau, Martin, Moustakas, John, Prada, Francisco, and Tarlé, Gregory. Sat . "Preliminary clustering properties of the DESI BGS bright targets using DR9 Legacy Imaging Surveys". United Kingdom. https://doi.org/10.1093/mnras/stab2814.
@article{osti_1831326,
title = {Preliminary clustering properties of the DESI BGS bright targets using DR9 Legacy Imaging Surveys},
author = {Zarrouk, Pauline and Ruiz-Macias, Omar and Cole, Shaun and Norberg, Peder and Baugh, Carlton and Brooks, David and Gaztañaga, Enrique and Kitanidis, Ellie and Kehoe, Robert and Landriau, Martin and Moustakas, John and Prada, Francisco and Tarlé, Gregory},
abstractNote = {We characterize the selection cuts and clustering properties of a magnitude-limited sample of bright galaxies that is part of the Bright Galaxy Survey (BGS) of the Dark Energy Spectroscopic Instrument (DESI) using the ninth data release of the Legacy Imaging Surveys (DR9). We describe changes in the DR9 selection compared to the DR8 one and we also compare the DR9 selection in three distinct regions: BASS/MzLS in the north Galactic Cap (NGC), DECaLS in the NGC, and DECaLS in the south Galactic Cap (SGC). We investigate the systematics associated with the selection and assess its completeness by matching the BGS targets with the Galaxy and Mass Assembly (GAMA) survey. We measure the angular clustering for the overall bright sample (rmag ≤ 19.5) and as function of apparent magnitude and colour. This enables to determine the clustering strength r0 and slope γ by fitting a power-law model that can be used to generate accurate mock catalogues for this tracer. We use a counts-in-cells technique to explore higher order statistics and cross-correlations with external spectroscopic data sets in order to check the evolution of the clustering with redshift and the redshift distribution of the BGS targets using clustering redshifts. While this work validates the properties of the BGS bright targets, the final target selection pipeline and clustering properties of the entire DESI BGS will be fully characterized and validated with the spectroscopic data of Survey Validation.},
doi = {10.1093/mnras/stab2814},
journal = {Monthly Notices of the Royal Astronomical Society},
number = 1,
volume = 509,
place = {United Kingdom},
year = {Sat Oct 02 00:00:00 EDT 2021},
month = {Sat Oct 02 00:00:00 EDT 2021}
}

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https://doi.org/10.1093/mnras/stab2814

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Works referenced in this record:

A lightcone catalogue from the Millennium-XXL simulation
journal, June 2017

  • Smith, Alex; Cole, Shaun; Baugh, Carlton
  • Monthly Notices of the Royal Astronomical Society, Vol. 470, Issue 4
  • DOI: 10.1093/mnras/stx1432

The Baryon Oscillation Spectroscopic Survey of Sdss-Iii
journal, December 2012

  • Dawson, Kyle S.; Schlegel, David J.; Ahn, Christopher P.
  • The Astronomical Journal, Vol. 145, Issue 1
  • DOI: 10.1088/0004-6256/145/1/10

Characterizing the target selection pipeline for the Dark Energy Spectroscopic Instrument Bright Galaxy Survey
journal, February 2021

  • Ruiz-Macias, Omar; Zarrouk, Pauline; Cole, Shaun
  • Monthly Notices of the Royal Astronomical Society, Vol. 502, Issue 3
  • DOI: 10.1093/mnras/stab292

Calibrating Redshift Distributions beyond Spectroscopic Limits with Cross‐Correlations
journal, September 2008

  • Newman, Jeffrey A.
  • The Astrophysical Journal, Vol. 684, Issue 1
  • DOI: 10.1086/589982

Analytic model for galaxy and dark matter clustering
journal, October 2000


Correcting for fibre assignment incompleteness in the DESI Bright Galaxy Survey
journal, January 2019

  • Smith, Alex; He, Jian-hua; Cole, Shaun
  • Monthly Notices of the Royal Astronomical Society, Vol. 484, Issue 1
  • DOI: 10.1093/mnras/stz059

Measuring linear and non-linear galaxy bias using counts-in-cells in the Dark Energy Survey Science Verification data
journal, October 2018

  • Salvador, A. I.; Sánchez, F. J.; Pagul, A.
  • Monthly Notices of the Royal Astronomical Society, Vol. 482, Issue 2
  • DOI: 10.1093/mnras/sty2802

Cosmic Error and Statistics of Large-Scale Structure
journal, October 1996

  • Szapudi, Istvan; Colombi, Stephane
  • The Astrophysical Journal, Vol. 470
  • DOI: 10.1086/177855

A Critique of Rees's Theory of Primordial Gravitational Radiation
journal, February 1972

  • Jackson, J. C.
  • Monthly Notices of the Royal Astronomical Society, Vol. 156, Issue 1
  • DOI: 10.1093/mnras/156.1.1P

The APM Galaxy Survey -- III. An analysis of systematic errors in the angular correlation function and cosmological implications
journal, December 1996

  • Maddox, S. J.; Efstathiou, G.; Sutherland, W. J.
  • Monthly Notices of the Royal Astronomical Society, Vol. 283, Issue 4
  • DOI: 10.1093/mnras/283.4.1227

Biasing and hierarchical statistics in large-scale structure
journal, August 1993

  • Fry, J. N.; Gaztanaga, Enrique
  • The Astrophysical Journal, Vol. 413
  • DOI: 10.1086/173015

Clustering-based redshift estimation: comparison to spectroscopic redshifts
journal, January 2015

  • Rahman, Mubdi; Ménard, Brice; Scranton, Ryan
  • Monthly Notices of the Royal Astronomical Society, Vol. 447, Issue 4
  • DOI: 10.1093/mnras/stu2636

Parameterized beyond-Einstein growth
journal, December 2007


Mitigating the impact of the DESI fiber assignment on galaxy clustering
journal, March 2017

  • Burden, Angela; Padmanabhan, Nikhil; Cahn, Robert N.
  • Journal of Cosmology and Astroparticle Physics, Vol. 2017, Issue 03
  • DOI: 10.1088/1475-7516/2017/03/001

The nature of galaxy bias and clustering
journal, February 2000


HEALPix: A Framework for High‐Resolution Discretization and Fast Analysis of Data Distributed on the Sphere
journal, April 2005

  • Gorski, K. M.; Hivon, E.; Banday, A. J.
  • The Astrophysical Journal, Vol. 622, Issue 2
  • DOI: 10.1086/427976

Unbiased clustering estimates with the DESI fibre assignment
journal, August 2018

  • Bianchi, Davide; Burden, Angela; Percival, Will J.
  • Monthly Notices of the Royal Astronomical Society, Vol. 481, Issue 2
  • DOI: 10.1093/mnras/sty2377

Galaxy And Mass Assembly: the G02 field, Herschel–ATLAS target selection and data release 3
journal, November 2017

  • Baldry, I. K.; Liske, J.; Brown, M. J. I.
  • Monthly Notices of the Royal Astronomical Society, Vol. 474, Issue 3
  • DOI: 10.1093/mnras/stx3042

Large-scale structure of the Universe and cosmological perturbation theory
journal, September 2002


Galaxy And Mass Assembly (GAMA): improved cosmic growth measurements using multiple tracers of large-scale structure
journal, October 2013

  • Blake, Chris; Baldry, I. K.; Bland-Hawthorn, J.
  • Monthly Notices of the Royal Astronomical Society, Vol. 436, Issue 4
  • DOI: 10.1093/mnras/stt1791

How accurate is Limber's equation?
journal, August 2007


The Abacus Cosmos: A Suite of Cosmological N -body Simulations
journal, June 2018

  • Garrison, Lehman H.; Eisenstein, Daniel J.; Ferrer, Douglas
  • The Astrophysical Journal Supplement Series, Vol. 236, Issue 2
  • DOI: 10.3847/1538-4365/aabfd3

Preliminary Target Selection for the DESI Bright Galaxy Survey (BGS)
journal, October 2020

  • Ruiz-Macias, Omar; Zarrouk, Pauline; Cole, Shaun
  • Research Notes of the AAS, Vol. 4, Issue 10
  • DOI: 10.3847/2515-5172/abc25a

Confronting missing observations with probability weights: Fourier space and generalized formalism
journal, May 2020

  • Bianchi, Davide; Verde, Licia
  • Monthly Notices of the Royal Astronomical Society, Vol. 495, Issue 1
  • DOI: 10.1093/mnras/staa1267

Imaging systematics and clustering of DESI main targets
journal, June 2020

  • Kitanidis, Ellie; White, Martin; Feng, Yu
  • Monthly Notices of the Royal Astronomical Society, Vol. 496, Issue 2
  • DOI: 10.1093/mnras/staa1621

A New Method for Calculating Counts in Cells
journal, April 1998

  • Szapudi, Istvan
  • The Astrophysical Journal, Vol. 497, Issue 1
  • DOI: 10.1086/305439

The clustering of the SDSS DR7 main Galaxy sample – I. A 4 per cent distance measure at z = 0.15
journal, March 2015

  • Ross, Ashley J.; Samushia, Lado; Howlett, Cullan
  • Monthly Notices of the Royal Astronomical Society, Vol. 449, Issue 1
  • DOI: 10.1093/mnras/stv154

The SDSS galaxy angular two-point correlation function
journal, May 2013

  • Wang, Y.; Brunner, R. J.; Dolence, J. C.
  • Monthly Notices of the Royal Astronomical Society, Vol. 432, Issue 3
  • DOI: 10.1093/mnras/stt450

The Angular Correlation Function of Galaxies from Early Sloan Digital Sky Survey Data
journal, November 2002

  • Connolly, Andrew J.; Scranton, Ryan; Johnston, David
  • The Astrophysical Journal, Vol. 579, Issue 1
  • DOI: 10.1086/342787

Using Galaxy Two‐Point Correlation Functions to Determine the Redshift Distributions of Galaxies Binned by Photometric Redshift
journal, November 2006

  • Schneider, Michael; Knox, Lloyd; Zhan, Hu
  • The Astrophysical Journal, Vol. 651, Issue 1
  • DOI: 10.1086/507675

Sdss-Iii: Massive Spectroscopic Surveys of the Distant Universe, the Milky way, and Extra-Solar Planetary Systems
journal, August 2011

  • Eisenstein, Daniel J.; Weinberg, David H.; Agol, Eric
  • The Astronomical Journal, Vol. 142, Issue 3
  • DOI: 10.1088/0004-6256/142/3/72

Statistical analysis of catalogs of extragalactic objects. XI - Evidence of correlation of QSOs and Lick galaxy counts
journal, January 1979

  • Seldner, M.; Peebles, P. J. E.
  • The Astrophysical Journal, Vol. 227
  • DOI: 10.1086/156699

High-order galaxy correlation functions in the APM Galaxy Survey
journal, June 1994


Galaxy correlations on large scales
journal, February 1990

  • Maddox, S. J.; Efstathiou, G.; Sutherland, W. J.
  • Monthly Notices of the Royal Astronomical Society, Vol. 242, Issue 1
  • DOI: 10.1093/mnras/242.1.43P

The clustering of galaxies in the SDSS-III Baryon Oscillation Spectroscopic Survey: modelling the clustering and halo occupation distribution of BOSS CMASS galaxies in the Final Data Release
journal, April 2016

  • Rodríguez-Torres, Sergio A.; Chuang, Chia-Hsun; Prada, Francisco
  • Monthly Notices of the Royal Astronomical Society, Vol. 460, Issue 2
  • DOI: 10.1093/mnras/stw1014

Precision Measurements of Higher Order Angular Galaxy Correlations Using 11 Million SDSS Galaxies
journal, September 2006

  • Ross, Ashley J.; Brunner, Robert J.; Myers, Adam D.
  • The Astrophysical Journal, Vol. 649, Issue 1
  • DOI: 10.1086/506269

Halo models of large scale structure
journal, December 2002


Planck 2018 results: VI. Cosmological parameters
journal, September 2020


Analysing baryon acoustic oscillations in sparse spectroscopic samples via cross-correlation with dense photometry
journal, April 2018

  • Patej, A.; Eisenstein, D. J.
  • Monthly Notices of the Royal Astronomical Society, Vol. 477, Issue 4
  • DOI: 10.1093/mnras/sty870

Halo occupation numbers and galaxy bias
journal, November 2000


Modeling the Panchromatic Spectral Energy Distributions of Galaxies
journal, August 2013


A survey of galaxy redshifts. V - The two-point position and velocity correlations
journal, April 1983

  • Davis, M.; Peebles, P. J. E.
  • The Astrophysical Journal, Vol. 267
  • DOI: 10.1086/160884

The clustering of the SDSS main galaxy sample – II. Mock galaxy catalogues and a measurement of the growth of structure from redshift space distortions at z = 0.15
journal, March 2015

  • Howlett, Cullan; Ross, Ashley J.; Samushia, Lado
  • Monthly Notices of the Royal Astronomical Society, Vol. 449, Issue 1
  • DOI: 10.1093/mnras/stu2693

The Effect of Fiber Collisions on the Galaxy Power Spectrum Multipoles
journal, January 2017

  • Hahn, ChangHoon; Scoccimarro, Roman; Blanton, Michael R.
  • Monthly Notices of the Royal Astronomical Society
  • DOI: 10.1093/mnras/stx185

The real-space clustering of luminous red galaxies around z < 0.6 quasars in the Sloan Digital Sky Survey
journal, August 2009


Overview of the DESI Legacy Imaging Surveys
journal, April 2019

  • Dey, Arjun; Schlegel, David J.; Lang, Dustin
  • The Astronomical Journal, Vol. 157, Issue 5
  • DOI: 10.3847/1538-3881/ab089d

SDSS-III Baryon Oscillation Spectroscopic Survey Data Release 12: galaxy target selection and large-scale structure catalogues
journal, November 2015

  • Reid, Beth; Ho, Shirley; Padmanabhan, Nikhil
  • Monthly Notices of the Royal Astronomical Society, Vol. 455, Issue 2
  • DOI: 10.1093/mnras/stv2382

On the Interpretation of Clustering from the Angular APM Galaxy Survey
journal, November 1995

  • Gaztanaga, Enrique
  • The Astrophysical Journal, Vol. 454
  • DOI: 10.1086/176509

Bias and variance of angular correlation functions
journal, July 1993

  • Landy, Stephen D.; Szalay, Alexander S.
  • The Astrophysical Journal, Vol. 412
  • DOI: 10.1086/172900

The 2dF Galaxy Redshift Survey: power-spectrum analysis of the final data set and cosmological implications
journal, September 2005


Theoretical Models of the Halo Occupation Distribution: Separating Central and Satellite Galaxies
journal, November 2005

  • Zheng, Zheng; Berlind, Andreas A.; Weinberg, David H.
  • The Astrophysical Journal, Vol. 633, Issue 2
  • DOI: 10.1086/466510

Clustering in real space and in redshift space
journal, July 1987

  • Kaiser, Nick
  • Monthly Notices of the Royal Astronomical Society, Vol. 227, Issue 1
  • DOI: 10.1093/mnras/227.1.1

Higher Order Angular Galaxy Correlations in the SDSS: Redshift and Color Dependence of Nonlinear Bias
journal, August 2007

  • Ross, Ashley J.; Brunner, Robert J.; Myers, Adam D.
  • The Astrophysical Journal, Vol. 665, Issue 1
  • DOI: 10.1086/519020

The APM Bright Galaxy Catalogue
journal, February 1996


The clustering of galaxies in the SDSS-III DR10 Baryon Oscillation Spectroscopic Survey: no detectable colour dependence of distance scale or growth rate measurements
journal, November 2013

  • Ross, Ashley J.; Samushia, Lado; Burden, Angela
  • Monthly Notices of the Royal Astronomical Society, Vol. 437, Issue 2
  • DOI: 10.1093/mnras/stt1895

On Departures from a Power Law in the Galaxy Correlation Function
journal, June 2004

  • Zehavi, Idit; Weinberg, David H.; Zheng, Zheng
  • The Astrophysical Journal, Vol. 608, Issue 1
  • DOI: 10.1086/386535

The 2dF Galaxy Redshift Survey: luminosity dependence of galaxy clustering
journal, November 2001


Galaxy bias and σ8 from counts in cells from the SDSS main sample
journal, August 2020

  • Repp, Andrew; Szapudi, István
  • Monthly Notices of the Royal Astronomical Society: Letters, Vol. 498, Issue 1
  • DOI: 10.1093/mnrasl/slaa139

Further simulations of merging galaxies
journal, December 1979

  • White, S. D. M.
  • Monthly Notices of the Royal Astronomical Society, Vol. 189, Issue 4
  • DOI: 10.1093/mnras/189.4.831

Detection of the Baryon Acoustic Peak in the Large‐Scale Correlation Function of SDSS Luminous Red Galaxies
journal, November 2005

  • Eisenstein, Daniel J.; Zehavi, Idit; Hogg, David W.
  • The Astrophysical Journal, Vol. 633, Issue 2
  • DOI: 10.1086/466512

The Analysis of Counts of the Extragalactic Nebulae in Terms of a Fluctuating Density Field.
journal, January 1953

  • Limber, D. Nelson
  • The Astrophysical Journal, Vol. 117
  • DOI: 10.1086/145672

Physical Models of Galaxy Formation in a Cosmological Framework
journal, August 2015


A test of the nature of cosmic acceleration using galaxy redshift distortions
journal, January 2008


How to evade the sample variance limit on measurements of redshift-space distortions
journal, October 2009