Skip to main content
U.S. Department of Energy
Office of Scientific and Technical Information

PAC in DESI. I. Galaxy stellar mass function into the 106 M frontier

Journal Article · · Monthly Notices of the Royal Astronomical Society
 [1];  [2];  [3];  [3];  [3];  [3];  [2];  [2];  [3];  [4];  [5];  [6];  [7];  [4];  [8];  [9];  [10];  [11];  [4];  [12] more »;  [13];  [14];  [4];  [15];  [4];  [16];  [17];  [18];  [19];  [20];  [21];  [22];  [23];  [9];  [24];  [9];  [25] « less
  1. Univ. of Pennsylvania, Philadelphia, PA (United States); Durham Univ. (United Kingdom); Shanghai Jiao Tong Univ. (China)
  2. Shanghai Jiao Tong Univ. (China)
  3. Durham Univ. (United Kingdom)
  4. Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
  5. Boston Univ., MA (United States)
  6. Univ. degli Studi di Milano (Italy); Istituto Nazionale di Astrofisica (INAF) (Italy)
  7. Univ. College London (United Kingdom)
  8. Univ. Nacional Autonoma de Mexico (UNAM), Mexico City (Mexico)
  9. National Optical-Infrared Astronomy Research Laboratory (NOIRLab), Tucson, AZ (United States)
  10. Univ. of the Andes (Colombia)
  11. Institut d'Estudis Espacials de Catalunya (IEEC), Barcelona (Spain); Univ. of Portsmouth (United Kingdom); Institute of Space Sciences, Barcelona (Spain)
  12. Fermi National Accelerator Laboratory (FNAL), Batavia, IL (United States)
  13. The Ohio State Univ., Columbus, OH (United States)
  14. Univ. of Texas at Dallas, Richardson, TX (United States)
  15. Univ. of Edinburgh, Scotland (United Kingdom); Univ. of Cambridge (United Kingdom)
  16. Sorbonne Univ., Paris (France)
  17. Univ. Autonoma de Barcelona (Spain). Inst. Catalana de Recerca i Estudis Avancats (ICREA) and Inst. de Fisica d'Altes Energies (IFAE); Barcelona Institute of Science and Technology (BIST) (Spain)
  18. Siena College, Loudonville, NY (United States)
  19. Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States); University of California, Berkeley, CA (United States)
  20. Spanish National Research Council (CSIC) (Spain)
  21. Univ. Politecnica de Catalunya (Spain)
  22. Sejong Univ., Seoul (Korea, Republic of)
  23. Research Centre for Energy, Environment and Technology (CIEMAT), Madrid (Spain)
  24. Univ. of Michigan, Ann Arbor, MI (United States)
  25. Chinese Academy of Sciences (CAS), Beijing (China)
The Photometric objects Around Cosmic webs (PAC) method integrates cosmological photometric and spectroscopic surveys, offering valuable insights into galaxy formation. PAC measures the excess surface density of photometric objects, $$\bar{n}_2w_{{\rm {p}}}$$, with specific physical properties around spectroscopic tracers. In this study, we improve the PAC method to make it more rigorous and eliminate the need for redshift bins. We apply the enhanced PAC method to the DESI Y1 BGS Bright spectroscopic sample and the deep Dark Energy Camera Legacy Survey (DECaLS) photometric sample, obtaining $$\bar{n}_2w_{{\mathrm {p}}}$$ measurements across the complete stellar mass range, from $$10^{5.3}$$ to $$10^{11.5}\,{\rm M}_{\odot }$$ for blue galaxies, and from $$10^{6.3}$$ to $$10^{11.9}\,{\rm M}_{\odot }$$ for red galaxies. We combine $$\bar{n}_2w_{{\rm {p}}}$$ with $$w_{{\rm {p}}}$$ measurements from the BGS sample, which is not necessarily complete in stellar mass. Assuming that galaxy bias is primarily determined by stellar mass and colour, we derive the galaxy stellar mass functions (GSMFs) down to $$10^{5.3}\,{\rm M}_{\odot }$$ for blue galaxies and $$10^{6.3}\,{\rm M}_{\odot }$$ for red galaxies, while also setting lower limits for smaller masses. The blue and red GSMFs are well described by single and double Schechter functions, respectively, with low-mass end slopes of $$\alpha _{\rm {blue}}=-1.54^{+0.02}_{-0.02}$$ and $$\alpha _{\rm {red}}=-2.50^{+0.08}_{-0.08}$$, resulting in the dominance of red galaxies below $$10^{7.6}\,{\rm M}_{\odot }$$. Stage-IV cosmological photometric surveys, capable of reaching 2–3 mag deeper than DECaLS, present an opportunity to explore the entire galaxy population in the local universe with PAC. This advancement allows us to address critical questions regarding the nature of dark matter, the physics of reionization, and the formation of dwarf galaxies.
Research Organization:
Fermi National Accelerator Laboratory (FNAL), Batavia, IL (United States); Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States); Univ. of Texas at Dallas, Richardson, TX (United States)
Sponsoring Organization:
NSFC; National Key R&D Program of China; STFC; UKRI; USDOE Office of Science (SC), Basic Energy Sciences (BES). Scientific User Facilities (SUF); USDOE Office of Science (SC), High Energy Physics (HEP)
Grant/Contract Number:
89243024CSC000002; AC02-05CH11231; SC0022184
OSTI ID:
3010027
Alternate ID(s):
OSTI ID: 2551818
OSTI ID: 2571533
Report Number(s):
FERMILAB-PUB--25-0187-PPD
Journal Information:
Monthly Notices of the Royal Astronomical Society, Journal Name: Monthly Notices of the Royal Astronomical Society Journal Issue: 2 Vol. 540; ISSN 1365-2966; ISSN 0035-8711
Publisher:
Oxford University PressCopyright Statement
Country of Publication:
United States
Language:
English

References (124)

Dwarf Spheroidal Galaxies in the M101 Group and Behind it journal August 2019
The James Webb Space Telescope journal November 2006
CosmicGrowth Simulations—Cosmological simulations for structure growth studies journal August 2018
Weak gravitational lensing journal January 2001
Nearby galaxies as pointers to a better theory of cosmic evolution journal June 2010
The 2dF galaxy redshift survey: near-infrared galaxy luminosity functions journal September 2001
The 2dF Galaxy Redshift Survey: spectra and redshifts journal December 2001
Stellar population synthesis at the resolution of 2003 journal October 2003
The VIMOS Public Extragalactic Survey (VIPERS): First Data Release of 57 204 spectroscopic measurements journal January 2014
The first and second data releases of the Kilo-Degree Survey journal October 2015
CIGALE: a python Code Investigating GALaxy Emission journal February 2019
Observational evidence for a local underdensity in the Universe and its effect on the measurement of the Hubble constant journal December 2019
COSMOS2020: The galaxy stellar mass function journal September 2023
COSMOS-Web: Stellar mass assembly in relation to dark matter halos across 0.2 < z < 12 of cosmic history journal February 2025
The VIMOS VLT deep survey: First epoch VVDS-deep survey: 11 564 spectra with 17.5  journal August 2005
Mapping the dark matter with weak gravitational lensing journal February 1993
Bias and variance of angular correlation functions journal July 1993
The Sloan Digital Sky Survey: Technical Summary journal September 2000
Maps of Dust Infrared Emission for Use in Estimation of Reddening and Cosmic Microwave Background Radiation Foregrounds journal June 1998
The Dust Content and Opacity of Actively Star‐forming Galaxies journal April 2000
Efficient Computation of Cosmic Microwave Background Anisotropies in Closed Friedmann‐Robertson‐Walker Models journal August 2000
Accurate Fitting Formula for the Two-Point Correlation Function of Dark Matter Halos journal August 1998
Substructure and Halo Density Profiles in a Warm Dark Matter Cosmology journal October 2000
Halo Formation in Warm Dark Matter Models journal July 2001
Galactic Stellar and Substellar Initial Mass Function journal July 2003
Probing Dark Energy with Baryonic Acoustic Oscillations from Future Large Galaxy Redshift Surveys journal December 2003
COSMOS: Hubble Space Telescope Observations journal September 2007
Our Peculiar Motion Away from the Local Void journal March 2008
Calibrating Redshift Distributions beyond Spectroscopic Limits with Cross‐Correlations journal September 2008
emcee : The MCMC Hammer
  • Foreman-Mackey, Daniel; Hogg, David W.; Lang, Dustin
  • Publications of the Astronomical Society of the Pacific, Vol. 125, Issue 925 https://doi.org/10.1086/670067
journal March 2013
The Observed Properties of Dwarf Galaxies in and Around the Local Group journal June 2012
The Baryon Oscillation Spectroscopic Survey of Sdss-Iii journal December 2012
The Galaxy Content of sdss Clusters and Groups journal June 2009
MASS AND ENVIRONMENT AS DRIVERS OF GALAXY EVOLUTION IN SDSS AND zCOSMOS AND THE ORIGIN OF THE SCHECHTER FUNCTION journal August 2010
The Large-Scale bias of dark Matter Halos: Numerical Calibration and Model Tests journal November 2010
Galaxy Clustering and Projected Density Profiles as Traced by Satellites in Photometric Surveys: Methodology and Luminosity Dependence journal May 2011
Internal Kinematics of Groups of Galaxies in the Sloan Digital sky Survey data Release 7 journal September 2012
The Distribution of Faint Satellites Around Central Galaxies in the Canada-France-Hawaii Telescope Legacy Survey journal October 2012
THE AVERAGE STAR FORMATION HISTORIES OF GALAXIES IN DARK MATTER HALOS FROM z = 0-8 journal May 2013
Elucid—Exploring the Local Universe with the Reconstructed Initial Density Field. i. Hamiltonian Markov Chain Monte Carlo Method with Particle mesh Dynamics journal September 2014
The Seventh data Release of the Sloan Digital sky Survey journal May 2009
The Deep2 Galaxy Redshift Survey: Design, Observations, data Reduction, and Redshifts journal August 2013
NINE-YEAR WILKINSON MICROWAVE ANISOTROPY PROBE ( WMAP ) OBSERVATIONS: COSMOLOGICAL PARAMETER RESULTS journal September 2013
The construction of large-scale structure catalogs for the Dark Energy Spectroscopic Instrument journal January 2025
Project Overview of the Beijing–Arizona Sky Survey journal April 2017
Clustering in real space and in redshift space journal July 1987
Suppressing the formation of dwarf galaxies via photoionization journal May 1992
Probing the galaxy–halo connection with total satellite luminosity journal June 2021
Dark Energy Survey Year 3 Results: Deep Field optical + near-infrared images and catalogue journal October 2021
Stringent σ8 constraints from small-scale galaxy clustering using a hybrid MCMC + emulator framework journal July 2022
Galaxy And Mass Assembly (GAMA): Data Release 4 and the z < 0.1 total and z < 0.08 morphological galaxy stellar mass functions journal March 2022
The FLAMINGO project: cosmological hydrodynamical simulations for large-scale structure and galaxy cluster surveys journal August 2023
The inner structure of haloes in cold+warm dark matter models journal October 2012
Recovering redshift distributions with cross-correlations: pushing the boundaries journal April 2013
The EAGLE project: simulating the evolution and assembly of galaxies and their environments journal November 2014
Clustering-based redshift estimation: comparison to spectroscopic redshifts journal January 2015
Satellite abundances around bright isolated galaxies – II. Radial distribution and environmental effects journal June 2014
A unified model for the spatial and mass distribution of subhaloes journal February 2016
Properties of resonantly produced sterile neutrino dark matter subhaloes journal January 2016
Galaxy formation in the Planck cosmology – I. Matching the observed evolution of star formation rates, colours and stellar masses journal June 2015
Substructure and galaxy formation in the Copernicus Complexio warm dark matter simulations journal October 2016
The properties of ‘dark’ ΛCDM haloes in the Local Group journal November 2016
The galaxy luminosity function in groups and clusters: the faint-end upturn and the connection to the field luminosity function journal April 2016
Galaxy And Mass Assembly (GAMA): the galaxy stellar mass function to z = 0.1 from the r-band selected equatorial regions journal May 2017
Simulating galaxy formation with the IllustrisTNG model journal October 2017
GAMA/G10-COSMOS/3D-HST: the 0 < z < 5 cosmic star formation history, stellar-mass, and dust-mass densities journal December 2017
Eddington's demon: inferring galaxy mass functions and other distributions from uncertain data journal December 2017
GAMA/G10-COSMOS/3D-HST: Evolution of the galaxy stellar mass function over 12.5 Gyr journal August 2018
Correcting for fibre assignment incompleteness in the DESI Bright Galaxy Survey journal January 2019
corrfunc – a suite of blazing fast correlation functions on the CPU journal November 2019
simba: Cosmological simulations with black hole growth and feedback journal April 2019
Extragalactic science, cosmology, and Galactic archaeology with the Subaru Prime Focus Spectrograph journal February 2014
The Hyper Suprime-Cam SSP Survey: Overview and survey design journal September 2017
First data release of the Hyper Suprime-Cam Subaru Strategic Program journal October 2017
Constraining warm dark matter candidates including sterile neutrinos and light gravitinos with WMAP and the Lyman- α forest journal March 2005
The 6dF Galaxy Survey: samples, observational techniques and the first data release journal December 2004
The dependence of clustering on galaxy properties journal March 2006
On the galaxy stellar mass function, the massmetallicity relation and the implied baryonic mass function journal June 2008
Mass loss of galaxies due to an ultraviolet background journal November 2008
The distribution of stellar mass in the low-redshift Universe journal October 2009
Galaxy and Mass Assembly (GAMA): survey diagnostics and core data release: GAMA journal March 2011
The satellite luminosity functions of galaxies in Sloan Digital Sky Survey: Satellite luminosity functions journal August 2011
The haloes of bright satellite galaxies in a warm dark matter universe: Satellite galaxies in WDM journal January 2012
Satellite abundances around bright isolated galaxies: Satellite abundances journal July 2012
Satellite galaxy number density profiles in the Sloan Digital Sky Survey: Satellite number density profiles journal November 2012
CFHTLenS: the Canada–France–Hawaii Telescope Lensing Survey: CFHTLenS journal October 2012
Resolving subhaloes’ lives with the Hierarchical Bound-Tracing algorithm: Hierarchical Bound-Tracing algorithm journal November 2012
Photometric Redshifts for Next-Generation Surveys journal August 2022
The Reionization of the Universe by the First Stars and Quasars journal September 2001
The Ellipticity Distribution of Ambiguously Blended Objects journal December 2015
Clustering Properties and halo Masses for Central Galaxies in the Local Universe journal February 2016
Elucid—Exploring the Local Universe with Reconstructed Initial Density Field. iii. Constrained Simulation in the sdss Volume journal November 2016
Overview of the DESI Legacy Imaging Surveys journal April 2019
Overview of the Instrumentation for the Dark Energy Spectroscopic Instrument journal October 2022
The Robotic Multiobject Focal Plane System of the Dark Energy Spectroscopic Instrument (DESI) journal December 2022
The Target-selection Pipeline for the Dark Energy Spectroscopic Instrument journal January 2023
The Spectroscopic Data Processing Pipeline for the Dark Energy Spectroscopic Instrument journal March 2023
The DESI Bright Galaxy Survey: Final Target Selection, Design, and Validation journal May 2023
Survey Operations for the Dark Energy Spectroscopic Instrument journal November 2023
Validation of the Scientific Program for the Dark Energy Spectroscopic Instrument journal January 2024
The Early Data Release of the Dark Energy Spectroscopic Instrument journal July 2024
The Optical Corrector for the Dark Energy Spectroscopic Instrument journal July 2024
Overview of the Fiber System for the Dark Energy Spectroscopic Instrument journal November 2024
The Imprint of Cosmic Reionization on the Luminosity Function of Galaxies journal August 2018
ELUCID. VI. Cosmic Variance of the Galaxy Distribution in the Local Universe journal February 2019
LSST: From Science Drivers to Reference Design and Anticipated Data Products journal March 2019
Cosmology from the Chinese Space Station Optical Survey (CSS-OS) journal October 2019
The Stellar Mass in and around Isolated Central Galaxies: Connections to the Total Mass Distribution through Galaxy–Galaxy Lensing in the Hyper Suprime-Cam Survey journal September 2021
Photometric Objects around Cosmic Webs (PAC) Delineated in a Spectroscopic Survey. I. Methods journal January 2022
Photometric Objects Around Cosmic Webs (PAC) Delineated in a Spectroscopic Survey. II. Morphology, Color, and Size Dependences of the Stellar–Halo Mass Relation for Massive Galaxies journal February 2022
Constructing the Emission-line Galaxy–Host Halo Connection through Auto and Cross Correlations journal March 2022
Photometric Objects Around Cosmic Webs (PAC) Delineated in a Spectroscopic Survey. III. Accurate Measurement of Galaxy Stellar Mass Function with the Aid of Cosmological Redshift Surveys journal November 2022
Photometric Objects Around Cosmic Webs (PAC) Delineated in a Spectroscopic Survey. IV. High-precision Constraints on the Evolution of the Stellar–Halo Mass Relation at Redshift z < 0.7 journal February 2023
COSMOS-Web: An Overview of the JWST Cosmic Origins Survey journal August 2023
The Aemulus Project. V. Cosmological Constraint from Small-scale Clustering of BOSS Galaxies journal May 2023
Mass Dependence of Galaxy–Halo Alignment in LOWZ and CMASS journal August 2023
The DESI One-Percent Survey: Constructing Galaxy–Halo Connections for ELGs and LRGs Using Auto and Cross Correlations journal September 2023
Photometric Objects Around Cosmic Webs (PAC). VI. High Satellite Fraction of Quasars journal May 2024
PAC. V. The Roles of Mass and Environment in the Quenching of Galaxies journal July 2024
Measuring the Conditional Luminosity and Stellar Mass Functions of Galaxies by Combining the Dark Energy Spectroscopic Instrument Legacy Imaging Surveys Data Release 9, Survey Validation 3, and Year 1 Data journal August 2024
Accurate Measurement of the Lensing Magnification by BOSS CMASS Galaxies and Its Implications for Cosmology and Dark Matter journal September 2024
Photometric Objects Around Cosmic Webs (PAC). VII. Disentangling Mass and Environment Quenching with the Aid of Galaxy–Halo Connection in Simulations journal May 2025
COSMOS2020: A Panchromatic View of the Universe to z ∼ 10 from Two Complementary Catalogs journal January 2022
Wide-Field InfrarRed Survey Telescope-Astrophysics Focused Telescope Assets WFIRST-AFTA 2015 Report preprint January 2015

Similar Records

PAC in DESI. II. Galaxy-halo connection into the $10^{6}{\rm M}_{\odot}$ frontier
Journal Article · Mon Mar 30 20:00:00 EDT 2026 · No journal information · OSTI ID:3029822