The outer stellar mass of massive galaxies: a simple tracer of halo mass with scatter comparable to richness and reduced projection effects

Huang(黄崧), Song; Leauthaud, Alexie; Bradshaw, Christopher; Hearin, Andrew; Behroozi, Peter; Lange, Johannes; Greene, Jenny; DeRose, Joseph; Speagle(沈佳士), Joshua S.; Xhakaj, Enia

doi:10.1093/mnras/stac1680

The outer stellar mass of massive galaxies: a simple tracer of halo mass with scatter comparable to richness and reduced projection effects

Journal Article · Tue Jul 12 00:00:00 EDT 2022 · Monthly Notices of the Royal Astronomical Society

DOI:https://doi.org/10.1093/mnras/stac1680· OSTI ID:1882246

; ; ; ; ; ; ; ; ; Xhakaj, Enia

ABSTRACT

Using the weak gravitational lensing data from the Hyper Suprime-Cam Subaru Strategic Program (HSC survey), we study the potential of different stellar mass estimates in tracing halo mass. We consider galaxies with log10(M⋆/M⊙) > 11.5 at 0.2 < z < 0.5 with carefully measured light profiles, and clusters from the redMaPPer and CAMIRA richness-based algorithms. We devise a method (the ‘Top-N test’) to evaluate the scatter in the halo mass–observable relation for different tracers, and to inter-compare halo mass proxies in four number density bins using stacked galaxy–galaxy lensing profiles. This test reveals three key findings. Stellar masses based on CModel photometry and aperture luminosity within R <30 kpc are poor proxies of halo mass. In contrast, the stellar mass of the outer envelope is an excellent halo mass proxy. The stellar mass within R = [50, 100] kpc, M⋆, [50, 100], has performance comparable to the state-of-the-art richness-based cluster finders at log10Mvir ≳ 14.0 and could be a better halo mass tracer at lower halo masses. Finally, using N-body simulations, we find that the lensing profiles of massive haloes selected by M⋆, [50, 100] are consistent with the expectation for a sample without projection or mis-centring effects. Richness-selected clusters, on the other hand, display an excess at R ∼ 1 Mpc in their lensing profiles, which may suggest a more significant impact from selection biases. These results suggest that M⋆-based tracers have distinct advantages in identifying massive haloes, which could open up new avenues for cluster cosmology. The codes and data used in this work can be found here:

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Research Organization:: Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)

Sponsoring Organization:: USDOE Office of Science (SC), High Energy Physics (HEP)

Grant/Contract Number:: AC02-05CH11231; SC0019301

OSTI ID:: 1882246

Alternate ID(s):: OSTI ID: 1906666

Journal Information:: Monthly Notices of the Royal Astronomical Society, Journal Name: Monthly Notices of the Royal Astronomical Society Journal Issue: 4 Vol. 515; ISSN 0035-8711

Publisher:: Oxford University PressCopyright Statement

Country of Publication:: United Kingdom

Language:: English

References (183)

Cluster–galaxy weak lensing Umetsu, Keiichi The Astronomy and Astrophysics Review, Vol. 28, Issue 1 https://doi.org/10.1007/s00159-020-00129-w	journal	November 2020
Shear calibration biases in weak-lensing surveys Hirata, Christopher; Seljak, Uroš Monthly Notices of the Royal Astronomical Society, Vol. 343, Issue 2 https://doi.org/10.1046/j.1365-8711.2003.06683.x	journal	August 2003
Astropy: A community Python package for astronomy Robitaille, Thomas P.; Tollerud, Erik J.; Greenfield, Perry Astronomy & Astrophysics, Vol. 558 https://doi.org/10.1051/0004-6361/201322068	journal	September 2013
The XXL Survey: X. K -band luminosity – weak-lensing mass relation for groups and clusters of galaxies⋆ Ziparo, F.; Smith, G. P.; Mulroy, S. L. Astronomy & Astrophysics, Vol. 592 https://doi.org/10.1051/0004-6361/201526792	journal	June 2016
The XXL Survey: IV. Mass-temperature relation of the bright cluster sample⋆⋆⋆ Lieu, M.; Smith, G. P.; Giles, P. A. Astronomy & Astrophysics, Vol. 592 https://doi.org/10.1051/0004-6361/201526883	journal	June 2016
Planck 2018 results: VI. Cosmological parameters Aghanim, N.; Akrami, Y.; Ashdown, M. Astronomy & Astrophysics, Vol. 641, A6 https://doi.org/10.1051/0004-6361/201833910	journal	September 2020
Galactic cirri in deep optical imaging Román, Javier; Trujillo, Ignacio; Montes, Mireia Astronomy & Astrophysics, Vol. 644 https://doi.org/10.1051/0004-6361/201936111	journal	November 2020
KiDS+GAMA: The weak lensing calibrated stellar-to-halo mass relation of central and satellite galaxies Dvornik, Andrej; Hoekstra, Henk; Kuijken, Konrad Astronomy & Astrophysics, Vol. 642 https://doi.org/10.1051/0004-6361/202038693	journal	October 2020
The stellar halos of ETGs in the IllustrisTNG simulations Pulsoni, C.; Gerhard, O.; Arnaboldi, M. Astronomy & Astrophysics, Vol. 647 https://doi.org/10.1051/0004-6361/202039166	journal	March 2021
Masses of rich clusters of galaxies as a test of the biased cold dark matter theory Peebles, P. J. E.; Daly, R. A.; Juszkiewicz, R. The Astrophysical Journal, Vol. 347 https://doi.org/10.1086/168149	journal	December 1989
The correlation function of galaxy ellipticities produced by gravitational lensing Miralda-Escude, Jordi The Astrophysical Journal, Vol. 380 https://doi.org/10.1086/170555	journal	October 1991
Biased cold dark matter theory - Trouble from rich clusters? Evrard, August E. The Astrophysical Journal, Vol. 341 https://doi.org/10.1086/185460	journal	June 1989
The Sloan Digital Sky Survey: Technical Summary York, Donald G.; Adelman, J.; Anderson, Jr., John E. The Astronomical Journal, Vol. 120, Issue 3 https://doi.org/10.1086/301513	journal	September 2000
A New Method For Galaxy Cluster Detection. I. The Algorithm Gladders, Michael D.; Yee, H. K. C. The Astronomical Journal, Vol. 120, Issue 4 https://doi.org/10.1086/301557	journal	October 2000
Statistical Properties of X‐Ray Clusters: Analytic and Numerical Comparisons Bryan, Greg L.; Norman, Michael L. The Astrophysical Journal, Vol. 495, Issue 1 https://doi.org/10.1086/305262	journal	March 1998
Cluster Abundance Constraints for Cosmological Models with a Time‐varying, Spatially Inhomogeneous Energy Component with Negative Pressure Wang, Limin; Steinhardt, Paul J. The Astrophysical Journal, Vol. 508, Issue 2 https://doi.org/10.1086/306436	journal	December 1998
An Automated Cluster Finder: The Adaptive Matched Filter Kepner, Jeremy; Fan, Xiaohui; Bahcall, Neta The Astrophysical Journal, Vol. 517, Issue 1 https://doi.org/10.1086/307160	journal	May 1999
Constraints on Cosmological Parameters from Future Galaxy Cluster Surveys Haiman, Zoltan; Mohr, Joseph J.; Holder, Gilbert P. The Astrophysical Journal, Vol. 553, Issue 2 https://doi.org/10.1086/320939	journal	June 2001
Constraints on Ω[TINF][CLC][ITAL]m[/ITAL][/CLC][/TINF], Ω[TINF]Λ[/TINF], and σ[TINF]8[/TINF] from Galaxy Cluster Redshift Distributions Holder, Gilbert; Haiman, Zoltán; Mohr, Joseph J. The Astrophysical Journal, Vol. 560, Issue 2 https://doi.org/10.1086/324309	journal	October 2001
Galactic Stellar and Substellar Initial Mass Function Chabrier, Gilles Publications of the Astronomical Society of the Pacific, Vol. 115, Issue 809 https://doi.org/10.1086/376392	journal	July 2003
The Second Data Release of the Sloan Digital Sky Survey Abazajian, Kevork; Adelman-McCarthy, Jennifer K.; Agüeros, Marcel A. The Astronomical Journal, Vol. 128, Issue 1 https://doi.org/10.1086/421365	journal	July 2004
A MaxBCG Catalog of 13,823 Galaxy Clusters from the Sloan Digital Sky Survey Koester, B. P.; McKay, T. A.; Annis, J. The Astrophysical Journal, Vol. 660, Issue 1 https://doi.org/10.1086/509599	journal	May 2007
Toward a Halo Mass Function for Precision Cosmology: The Limits of Universality Tinker, Jeremy; Kravtsov, Andrey V.; Klypin, Anatoly The Astrophysical Journal, Vol. 688, Issue 2 https://doi.org/10.1086/591439	journal	December 2008
CHANDRA CLUSTER COSMOLOGY PROJECT III: COSMOLOGICAL PARAMETER CONSTRAINTS Vikhlinin, A.; Kravtsov, A. V.; Burenin, R. A. The Astrophysical Journal, Vol. 692, Issue 2 https://doi.org/10.1088/0004-637X/692/2/1060	journal	February 2009
IMPROVEMENT OF THE RICHNESS ESTIMATES OF maxBCG CLUSTERS Rozo, Eduardo; Rykoff, Eli S.; Koester, Benjamin P. The Astrophysical Journal, Vol. 703, Issue 1 https://doi.org/10.1088/0004-637X/703/1/601	journal	August 2009
COSMOLOGICAL CONSTRAINTS FROM THE SLOAN DIGITAL SKY SURVEY MaxBCG CLUSTER CATALOG Rozo, Eduardo; Wechsler, Risa H.; Rykoff, Eli S. The Astrophysical Journal, Vol. 708, Issue 1 https://doi.org/10.1088/0004-637X/708/1/645	journal	December 2009
A weak Lensing Study of X-Ray Groups in the Cosmos Survey: form and Evolution of the Mass-Luminosity Relation Leauthaud, Alexie; Finoguenov, Alexis; Kneib, Jean-Paul The Astrophysical Journal, Vol. 709, Issue 1 https://doi.org/10.1088/0004-637X/709/1/97	journal	December 2009
THE GROWTH OF MASSIVE GALAXIES SINCE z = 2 van Dokkum, Pieter G.; Whitaker, Katherine E.; Brammer, Gabriel The Astrophysical Journal, Vol. 709, Issue 2 https://doi.org/10.1088/0004-637X/709/2/1018	journal	January 2010
The two Phases of Galaxy Formation Oser, Ludwig; Ostriker, Jeremiah P.; Naab, Thorsten The Astrophysical Journal, Vol. 725, Issue 2 https://doi.org/10.1088/0004-637X/725/2/2312	journal	December 2010
On the Accuracy of Weak-Lensing Cluster mass Reconstructions Becker, Matthew R.; Kravtsov, Andrey V. The Astrophysical Journal, Vol. 740, Issue 1 https://doi.org/10.1088/0004-637X/740/1/25	journal	September 2011
NEW CONSTRAINTS ON THE EVOLUTION OF THE STELLAR-TO-DARK MATTER CONNECTION: A COMBINED ANALYSIS OF GALAXY-GALAXY LENSING, CLUSTERING, AND STELLAR MASS FUNCTIONS FROM z = 0.2 to z = 1 Leauthaud, Alexie; Tinker, Jeremy; Bundy, Kevin The Astrophysical Journal, Vol. 744, Issue 2 https://doi.org/10.1088/0004-637X/744/2/159	journal	December 2011
A LARGE POPULATION OF MASSIVE COMPACT POST-STARBURST GALAXIES AT z > 1: IMPLICATIONS FOR THE SIZE EVOLUTION AND QUENCHING MECHANISM OF QUIESCENT GALAXIES Whitaker, Katherine E.; Kriek, Mariska; van Dokkum, Pieter G. The Astrophysical Journal, Vol. 745, Issue 2 https://doi.org/10.1088/0004-637X/745/2/179	journal	January 2012
Robust Optical Richness Estimation with Reduced Scatter Rykoff, E. S.; Koester, B. P.; Rozo, E. The Astrophysical Journal, Vol. 746, Issue 2 https://doi.org/10.1088/0004-637X/746/2/178	journal	February 2012
COSMOLOGICAL CONSTRAINTS FROM SUNYAEV-ZEL'DOVICH-SELECTED CLUSTERS WITH X-RAY OBSERVATIONS IN THE FIRST 178 deg ² OF THE SOUTH POLE TELESCOPE SURVEY Benson, B. A.; de Haan, T.; Dudley, J. P. The Astrophysical Journal, Vol. 763, Issue 2 https://doi.org/10.1088/0004-637X/763/2/147	journal	January 2013
PRIMUS: CONSTRAINTS ON STAR FORMATION QUENCHING AND GALAXY MERGING, AND THE EVOLUTION OF THE STELLAR MASS FUNCTION FROM z = 0-1 Moustakas, John; Coil, Alison L.; Aird, James The Astrophysical Journal, Vol. 767, Issue 1 https://doi.org/10.1088/0004-637X/767/1/50	journal	March 2013
THE AVERAGE STAR FORMATION HISTORIES OF GALAXIES IN DARK MATTER HALOS FROM z = 0-8 Behroozi, Peter S.; Wechsler, Risa H.; Conroy, Charlie The Astrophysical Journal, Vol. 770, Issue 1 https://doi.org/10.1088/0004-637X/770/1/57	journal	May 2013
The Connection Between Galaxies and dark Matter Structures in the Local Universe Reddick, Rachel M.; Wechsler, Risa H.; Tinker, Jeremy L. The Astrophysical Journal, Vol. 771, Issue 1 https://doi.org/10.1088/0004-637X/771/1/30	journal	June 2013
redMaPPer II: X-RAY AND SZ PERFORMANCE BENCHMARKS FOR THE SDSS CATALOG Rykoff, E. Rozo and E. S. The Astrophysical Journal, Vol. 783, Issue 2 https://doi.org/10.1088/0004-637X/783/2/80	journal	February 2014
redMaPPer. I. ALGORITHM AND SDSS DR8 CATALOG Rykoff, E. S.; Rozo, E.; Busha, M. T. The Astrophysical Journal, Vol. 785, Issue 2 https://doi.org/10.1088/0004-637X/785/2/104	journal	April 2014
Dependence of the Outer Density Profiles of Halos on Their mass Accretion rate Diemer, Benedikt; Kravtsov, Andrey V. The Astrophysical Journal, Vol. 789, Issue 1 https://doi.org/10.1088/0004-637X/789/1/1	journal	June 2014
The Splashback Radius as a Physical halo Boundary and the Growth of halo mass More, Surhud; Diemer, Benedikt; Kravtsov, Andrey V. The Astrophysical Journal, Vol. 810, Issue 1 https://doi.org/10.1088/0004-637X/810/1/36	journal	August 2015
The Seventh data Release of the Sloan Digital sky Survey Abazajian, Kevork N.; Adelman-McCarthy, Jennifer K.; Agüeros, Marcel A. The Astrophysical Journal Supplement Series, Vol. 182, Issue 2 https://doi.org/10.1088/0067-0049/182/2/543	journal	May 2009
A Gmbcg Galaxy Cluster Catalog of 55,424 rich Clusters from sdss dr7 Hao, Jiangang; McKay, Timothy A.; Koester, Benjamin P. The Astrophysical Journal Supplement Series, Vol. 191, Issue 2 https://doi.org/10.1088/0067-0049/191/2/254	journal	November 2010
A Catalog of 132,684 Clusters of Galaxies Identified from Sloan Digital sky Survey iii Wen, Z. L.; Han, J. L.; Liu, F. S. The Astrophysical Journal Supplement Series, Vol. 199, Issue 2 https://doi.org/10.1088/0067-0049/199/2/34	journal	March 2012
The Correlated Formation Histories of Massive Galaxies and Their dark Matter Halos Tinker, Jeremy L.; George, Matthew R.; Leauthaud, Alexie The Astrophysical Journal, Vol. 755, Issue 1 https://doi.org/10.1088/2041-8205/755/1/L5	journal	July 2012
The amplitude of mass fluctuations in the Universe White, S. D. M.; Efstathiou, G.; Frenk, C. S. Monthly Notices of the Royal Astronomical Society, Vol. 262, Issue 4 https://doi.org/10.1093/mnras/262.4.1023	journal	June 1993
The cluster abundance in flat and open cosmologies VianaPedro, T. P.; Liddle, Andrew R. Monthly Notices of the Royal Astronomical Society, Vol. 281, Issue 1 https://doi.org/10.1093/mnras/281.1.323	journal	July 1996
Physical correlations of the scatter between galaxy mass, stellar content, and halo mass Bradshaw, Christopher; Leauthaud, Alexie; Hearin, Andrew Monthly Notices of the Royal Astronomical Society, Vol. 493, Issue 1 https://doi.org/10.1093/mnras/staa081	journal	January 2020
Stellar property statistics of massive haloes from cosmological hydrodynamics simulations: common kernel shapes Anbajagane, Dhayaa; Evrard, August E.; Farahi, Arya Monthly Notices of the Royal Astronomical Society, Vol. 495, Issue 1 https://doi.org/10.1093/mnras/staa1147	journal	April 2020
The richness-to-mass relation of CAMIRA galaxy clusters from weak-lensing magnification in the Subaru Hyper Suprime-Cam survey Chiu, I-Non; Umetsu, Keiichi; Murata, Ryoma Monthly Notices of the Royal Astronomical Society, Vol. 495, Issue 1 https://doi.org/10.1093/mnras/staa1158	journal	April 2020
Generating synthetic cosmological data with GalSampler Hearin, Andrew; Korytov, Danila; Kovacs, Eve Monthly Notices of the Royal Astronomical Society, Vol. 495, Issue 4 https://doi.org/10.1093/mnras/staa1495	journal	June 2020
Timing the earliest quenching events with a robust sample of massive quiescent galaxies at 2 < z < 5 Carnall, A. C.; Walker, S.; McLure, R. J. Monthly Notices of the Royal Astronomical Society, Vol. 496, Issue 1 https://doi.org/10.1093/mnras/staa1535	journal	June 2020
The impact of projection effects on cluster observables: stacked lensing and projected clustering Sunayama, Tomomi; Park, Youngsoo; Takada, Masahiro Monthly Notices of the Royal Astronomical Society, Vol. 496, Issue 4 https://doi.org/10.1093/mnras/staa1646	journal	June 2020
A clustering-based self-calibration of the richness-to-mass relation of CAMIRA galaxy clusters out to z ≈ 1.1 in the Hyper Suprime-Cam survey Chiu, I-Non; Okumura, Teppei; Oguri, Masamune Monthly Notices of the Royal Astronomical Society, Vol. 498, Issue 2 https://doi.org/10.1093/mnras/staa2440	journal	August 2020
Clusters have edges: the projected phase-space structure of SDSS redMaPPer clusters Tomooka, Paxton; Rozo, Eduardo; Wagoner, Erika L. Monthly Notices of the Royal Astronomical Society, Vol. 499, Issue 1 https://doi.org/10.1093/mnras/staa2841	journal	September 2020
emerge – empirical constraints on the formation of passive galaxies Moster, Benjamin P.; Naab, Thorsten; White, Simon D. M. Monthly Notices of the Royal Astronomical Society, Vol. 499, Issue 4 https://doi.org/10.1093/mnras/staa3019	journal	October 2020
How accurately can we detect the splashback radius of dark matter haloes and its correlation with accretion rate? Xhakaj, Enia; Diemer, Benedikt; Leauthaud, Alexie Monthly Notices of the Royal Astronomical Society, Vol. 499, Issue 3 https://doi.org/10.1093/mnras/staa3046	journal	October 2020
Stellar and weak lensing profiles of massive galaxies in the Hyper-Suprime Cam survey and in hydrodynamic simulations Ardila, Felipe; Huang, Song; Leauthaud, Alexie Monthly Notices of the Royal Astronomical Society, Vol. 500, Issue 1 https://doi.org/10.1093/mnras/staa3215	journal	October 2020
Photometric redshifts for galaxies in the Subaru Hyper Suprime-Cam and unWISE and a catalogue of identified clusters of galaxies Wen, Z. L.; Han, J. L. Monthly Notices of the Royal Astronomical Society, Vol. 500, Issue 1 https://doi.org/10.1093/mnras/staa3308	journal	October 2020
Is diffuse intracluster light a good tracer of the galaxy cluster matter distribution? Sampaio-Santos, H.; Zhang, Y.; Ogando, R. L. C. Monthly Notices of the Royal Astronomical Society, Vol. 501, Issue 1 https://doi.org/10.1093/mnras/staa3680	journal	November 2020
The growth of intracluster light in XCS-HSC galaxy clusters from 0.1 < z < 0.5 Furnell, Kate E.; Collins, Chris A.; Kelvin, Lee S. Monthly Notices of the Royal Astronomical Society, Vol. 502, Issue 2 https://doi.org/10.1093/mnras/stab065	journal	January 2021
Measuring cosmological distances using cluster edges as a standard ruler Wagoner, Erika L.; Rozo, Eduardo; Aung, Han Monthly Notices of the Royal Astronomical Society, Vol. 504, Issue 2 https://doi.org/10.1093/mnras/stab1012	journal	April 2021
Does concentration drive the scatter in the stellar-to-halo mass relation of galaxy clusters? Zu, Ying; Shan, Huanyuan; Zhang, Jun Monthly Notices of the Royal Astronomical Society, Vol. 505, Issue 4 https://doi.org/10.1093/mnras/stab1712	journal	June 2021
Combination of cluster number counts and two-point correlations: validation on mock Dark Energy Survey To, Chun-Hao; Krause, Elisabeth; Rozo, Eduardo Monthly Notices of the Royal Astronomical Society, Vol. 502, Issue 3 https://doi.org/10.1093/mnras/stab239	journal	January 2021
The WaZP galaxy cluster sample of the dark energy survey year 1 Aguena, M.; Benoist, C.; da Costa, L. N. Monthly Notices of the Royal Astronomical Society, Vol. 502, Issue 3 https://doi.org/10.1093/mnras/stab264	journal	February 2021
Strong conformity and assembly bias: towards a physical understanding of the galaxy–halo connection in SDSS clusters Zu, Ying; Song, Yunjia; Shao, Zhiwei Monthly Notices of the Royal Astronomical Society, Vol. 511, Issue 2 https://doi.org/10.1093/mnras/stac125	journal	January 2022
The massive end of the luminosity and stellar mass functions: dependence on the fit to the light profile Bernardi, M.; Meert, A.; Sheth, R. K. Monthly Notices of the Royal Astronomical Society, Vol. 436, Issue 1 https://doi.org/10.1093/mnras/stt1607	journal	September 2013
Weighing the Giants – I. Weak-lensing masses for 51 massive galaxy clusters: project overview, data analysis methods and cluster images von der Linden, Anja; Allen, Mark T.; Applegate, Douglas E. Monthly Notices of the Royal Astronomical Society, Vol. 439, Issue 1 https://doi.org/10.1093/mnras/stt1945	journal	February 2014
Weighing the Giants – III. Methods and measurements of accurate galaxy cluster weak-lensing masses Applegate, Douglas E.; von der Linden, Anja; Kelly, Patrick L. Monthly Notices of the Royal Astronomical Society, Vol. 439, Issue 1 https://doi.org/10.1093/mnras/stt2129	journal	February 2014
First galaxy–galaxy lensing measurement of satellite halo mass in the CFHT Stripe-82 Survey Li, Ran; Shan, Huanyuan; Mo, Houjun Monthly Notices of the Royal Astronomical Society, Vol. 438, Issue 4 https://doi.org/10.1093/mnras/stt2395	journal	January 2014
The ATLAS3D project – XX. Mass–size and mass–σ distributions of early-type galaxies: bulge fraction drives kinematics, mass-to-light ratio, molecular gas fraction and stellar initial mass function Cappellari, Michele; McDermid, Richard M.; Alatalo, Katherine Monthly Notices of the Royal Astronomical Society, Vol. 432, Issue 3 https://doi.org/10.1093/mnras/stt644	journal	May 2013
Orientation bias of optically selected galaxy clusters and its impact on stacked weak-lensing analyses Dietrich, Jörg P.; Zhang, Yuanyuan; Song, Jeeseon Monthly Notices of the Royal Astronomical Society, Vol. 443, Issue 2 https://doi.org/10.1093/mnras/stu1282	journal	July 2014
A 2.5 per cent measurement of the growth rate from small-scale redshift space clustering of SDSS-III CMASS galaxies Reid, Beth A.; Seo, Hee-Jong; Leauthaud, Alexie Monthly Notices of the Royal Astronomical Society, Vol. 444, Issue 1 https://doi.org/10.1093/mnras/stu1391	journal	August 2014
A cluster finding algorithm based on the multiband identification of red sequence galaxies Oguri, Masamune Monthly Notices of the Royal Astronomical Society, Vol. 444, Issue 1 https://doi.org/10.1093/mnras/stu1446	journal	August 2014
Cosmology and astrophysics from relaxed galaxy clusters – II. Cosmological constraints Mantz, A. B.; Allen, S. W.; Morris, R. G. Monthly Notices of the Royal Astronomical Society, Vol. 440, Issue 3 https://doi.org/10.1093/mnras/stu368	journal	April 2014
A model for multiproperty galaxy cluster statistics Evrard, August E.; Arnault, Pablo; Huterer, Dragan Monthly Notices of the Royal Astronomical Society, Vol. 441, Issue 4 https://doi.org/10.1093/mnras/stu784	journal	May 2014
Colours and luminosities of z = 0.1 galaxies in the eagle simulation Trayford, James W.; Theuns, Tom; Bower, Richard G. Monthly Notices of the Royal Astronomical Society, Vol. 452, Issue 3 https://doi.org/10.1093/mnras/stv1461	journal	July 2015
redMaPPer – IV. Photometric membership identification of red cluster galaxies with 1 per cent precision Rozo, E.; Rykoff, E. S.; Becker, M. Monthly Notices of the Royal Astronomical Society, Vol. 453, Issue 1 https://doi.org/10.1093/mnras/stv1560	journal	August 2015
The masses of satellites in GAMA galaxy groups from 100 square degrees of KiDS weak lensing data Sifón, Cristóbal; Cacciato, Marcello; Hoekstra, Henk Monthly Notices of the Royal Astronomical Society, Vol. 454, Issue 4 https://doi.org/10.1093/mnras/stv2051	journal	October 2015
Mapping stellar content to dark matter haloes using galaxy clustering and galaxy–galaxy lensing in the SDSS DR7 Zu, Ying; Mandelbaum, Rachel Monthly Notices of the Royal Astronomical Society, Vol. 454, Issue 2 https://doi.org/10.1093/mnras/stv2062	journal	October 2015
Constraints on the richness–mass relation and the optical-SZE positional offset distribution for SZE-selected clusters Saro, A.; Bocquet, S.; Rozo, E. Monthly Notices of the Royal Astronomical Society, Vol. 454, Issue 3 https://doi.org/10.1093/mnras/stv2141	journal	October 2015
redMaPPer – III. A detailed comparison of the Planck 2013 and SDSS DR8 redMaPPer cluster catalogues Rozo, E.; Rykoff, E. S.; Bartlett, James G. Monthly Notices of the Royal Astronomical Society, Vol. 450, Issue 1 https://doi.org/10.1093/mnras/stv605	journal	April 2015
Cosmology and astrophysics from relaxed galaxy clusters – IV. Robustly calibrating hydrostatic masses with weak lensing Applegate, D. E.; Mantz, A.; Allen, S. W. Monthly Notices of the Royal Astronomical Society, Vol. 457, Issue 2 https://doi.org/10.1093/mnras/stw005	journal	February 2016
Connecting massive galaxies to dark matter haloes in BOSS – I. Is galaxy colour a stochastic process in high-mass haloes? Saito, Shun; Leauthaud, Alexie; Hearin, Andrew P. Monthly Notices of the Royal Astronomical Society, Vol. 460, Issue 2 https://doi.org/10.1093/mnras/stw1080	journal	May 2016
Galaxy cluster mass estimation from stacked spectroscopic analysis Farahi, Arya; Evrard, August E.; Rozo, Eduardo Monthly Notices of the Royal Astronomical Society, Vol. 460, Issue 4 https://doi.org/10.1093/mnras/stw1143	journal	May 2016
LoCuSS: weak-lensing mass calibration of galaxy clusters Okabe, Nobuhiro; Smith, Graham P. Monthly Notices of the Royal Astronomical Society, Vol. 461, Issue 4 https://doi.org/10.1093/mnras/stw1539	journal	June 2016
Weighing the giants– V. Galaxy cluster scaling relations Mantz, Adam B.; Allen, Steven W.; Morris, R. Glenn Monthly Notices of the Royal Astronomical Society, Vol. 463, Issue 4 https://doi.org/10.1093/mnras/stw2250	journal	September 2016
MultiDark simulations: the story of dark matter halo concentrations and density profiles Klypin, Anatoly; Yepes, Gustavo; Gottlöber, Stefan Monthly Notices of the Royal Astronomical Society, Vol. 457, Issue 4 https://doi.org/10.1093/mnras/stw248	journal	February 2016
The origin of scatter in the stellar mass–halo mass relation of central galaxies in the EAGLE simulation Matthee, Jorryt; Schaye, Joop; Crain, Robert A. Monthly Notices of the Royal Astronomical Society, Vol. 465, Issue 2 https://doi.org/10.1093/mnras/stw2884	journal	November 2016
Weak lensing measurement of the mass–richness relation of SDSS redMaPPer clusters Simet, Melanie; McClintock, Tom; Mandelbaum, Rachel Monthly Notices of the Royal Astronomical Society, Vol. 466, Issue 3 https://doi.org/10.1093/mnras/stw3250	journal	December 2016
The stellar mass assembly of galaxies in the Illustris simulation: growth by mergers and the spatial distribution of accreted stars Rodriguez-Gomez, Vicente; Pillepich, Annalisa; Sales, Laura V. Monthly Notices of the Royal Astronomical Society, Vol. 458, Issue 3 https://doi.org/10.1093/mnras/stw456	journal	February 2016
Measuring subhalo mass in redMaPPer clusters with CFHT Stripe 82 Survey Li, Ran; Shan, Huanyuan; Kneib, Jean-Paul Monthly Notices of the Royal Astronomical Society, Vol. 458, Issue 3 https://doi.org/10.1093/mnras/stw494	journal	March 2016
The Dark Energy Survey: more than dark energy – an overview Abbott, T.; Abdalla, F. B.; Aleksic, J. Monthly Notices of the Royal Astronomical Society, Vol. 460, Issue 2, p. 1270-1299 https://doi.org/10.1093/mnras/stw641	journal	March 2016
The stellar-to-halo mass relation of GAMA galaxies from 100 deg ² of KiDS weak lensing data van Uitert, Edo; Cacciato, Marcello; Hoekstra, Henk Monthly Notices of the Royal Astronomical Society, Vol. 459, Issue 3 https://doi.org/10.1093/mnras/stw747	journal	April 2016
Optical colours and spectral indices of z = 0.1 eagle galaxies with the 3D dust radiative transfer code skirt Trayford, James W.; Camps, Peter; Theuns, Tom Monthly Notices of the Royal Astronomical Society, Vol. 470, Issue 1 https://doi.org/10.1093/mnras/stx1051	journal	May 2017
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Testing galaxy quenching theories with scatter in the stellar-to-halo mass relation Tinker, Jeremy L. Monthly Notices of the Royal Astronomical Society, Vol. 467, Issue 3 https://doi.org/10.1093/mnras/stx287	journal	February 2017
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First results from the IllustrisTNG simulations: the stellar mass content of groups and clusters of galaxies Pillepich, Annalisa; Nelson, Dylan; Hernquist, Lars Monthly Notices of the Royal Astronomical Society, Vol. 475, Issue 1 https://doi.org/10.1093/mnras/stx3112	journal	December 2017
Individual stellar haloes of massive galaxies measured to 100 kpc at 0.3 < z < 0.5 using Hyper Suprime-Cam Huang, Song; Leauthaud, Alexie; Greene, Jenny E. Monthly Notices of the Royal Astronomical Society, Vol. 475, Issue 3 https://doi.org/10.1093/mnras/stx3200	journal	December 2017
A detection of the environmental dependence of the sizes and stellar haloes of massive central galaxies Huang, Song; Leauthaud, Alexie; Greene, Jenny Monthly Notices of the Royal Astronomical Society, Vol. 480, Issue 1 https://doi.org/10.1093/mnras/sty1136	journal	July 2018
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Dark Energy Survey Year 1 results: weak lensing mass calibration of redMaPPer galaxy clusters McClintock, T.; Varga, T. N.; Gruen, D. Monthly Notices of the Royal Astronomical Society, Vol. 482, Issue 1 https://doi.org/10.1093/mnras/sty2711	journal	October 2018
Intracluster light: a luminous tracer for dark matter in clusters of galaxies Montes, Mireia; Trujillo, Ignacio Monthly Notices of the Royal Astronomical Society, Vol. 482, Issue 2 https://doi.org/10.1093/mnras/sty2858	journal	October 2018
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Cosmological constraints from cosmic shear two-point correlation functions with HSC survey first-year data Hamana, Takashi; Shirasaki, Masato; Miyazaki, Satoshi Publications of the Astronomical Society of Japan, Vol. 72, Issue 1 https://doi.org/10.1093/pasj/psz138	journal	February 2020
Generalized Lorenz-Mie theory for the reversal of optical force in a nonlinear laser trap Devi, Anita; De, Arijit K. Physical Review A, Vol. 102, Issue 2 https://doi.org/10.1103/PhysRevA.102.023509	journal	August 2020
Evidence of Halo Assembly Bias in Massive Clusters Miyatake, Hironao; More, Surhud; Takada, Masahiro Physical Review Letters, Vol. 116, Issue 4 https://doi.org/10.1103/PhysRevLett.116.041301	journal	January 2016
Dark Energy Survey Year 1 Results: Cosmological Constraints from Cluster Abundances, Weak Lensing, and Galaxy Correlations To, C.; Krause, E.; Rozo, E. Physical Review Letters, Vol. 126, Issue 14 https://doi.org/10.1103/PhysRevLett.126.141301	journal	April 2021
IPython: A System for Interactive Scientific Computing Perez, Fernando; Granger, Brian E. Computing in Science & Engineering, Vol. 9, Issue 3 https://doi.org/10.1109/MCSE.2007.53	journal	January 2007
Matplotlib: A 2D Graphics Environment Hunter, John D. Computing in Science & Engineering, Vol. 9, Issue 3 https://doi.org/10.1109/MCSE.2007.55	journal	January 2007
The NumPy Array: A Structure for Efficient Numerical Computation van der Walt, Stéfan; Colbert, S. Chris; Varoquaux, Gaël Computing in Science & Engineering, Vol. 13, Issue 2 https://doi.org/10.1109/MCSE.2011.37	journal	March 2011
On the environmental dependence of halo formation Sheth, Ravi K.; Tormen, Giuseppe Monthly Notices of the Royal Astronomical Society, Vol. 350, Issue 4 https://doi.org/10.1111/j.1365-2966.2004.07733.x	journal	June 2004
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Precision photometric redshift calibration for galaxy–galaxy weak lensing Mandelbaum, R.; Seljak, U.; Hirata, C. M. Monthly Notices of the Royal Astronomical Society, Vol. 386, Issue 2 https://doi.org/10.1111/j.1365-2966.2008.12947.x	journal	May 2008
Improved optical mass tracer for galaxy clusters calibrated using weak lensing measurements Reyes, R.; Mandelbaum, R.; Hirata, C. Monthly Notices of the Royal Astronomical Society, Vol. 390, Issue 3 https://doi.org/10.1111/j.1365-2966.2008.13818.x	journal	November 2008
Satellite kinematics - II. The halo mass-luminosity relation of central galaxies in SDSS More, Surhud; van den Bosch, Frank C.; Cacciato, Marcello Monthly Notices of the Royal Astronomical Society, Vol. 392, Issue 2 https://doi.org/10.1111/j.1365-2966.2008.14095.x	journal	January 2009
Satellite kinematics - III. Halo masses of central galaxies in SDSS: Satellite kinematics - III More, Surhud; van den Bosch, Frank C.; Cacciato, Marcello Monthly Notices of the Royal Astronomical Society, Vol. 410, Issue 1 https://doi.org/10.1111/j.1365-2966.2010.17436.x	journal	September 2010
Photometric redshift requirements for lens galaxies in galaxy-galaxy lensing analyses: Lensing with photometric redshifts Nakajima, R.; Mandelbaum, R.; Seljak, U. Monthly Notices of the Royal Astronomical Society https://doi.org/10.1111/j.1365-2966.2011.20249.x	journal	January 2012
Building galaxies by accretion and in situ star formation: Accretion versus in situ star formation Lackner, C. N.; Cen, R.; Ostriker, J. P. Monthly Notices of the Royal Astronomical Society, Vol. 425, Issue 1 https://doi.org/10.1111/j.1365-2966.2012.21525.x	journal	July 2012
Disentangling correlated scatter in cluster mass measurements: Disentangling correlated scatter in cluster mass measurements Noh, Yookyung; Cohn, J. D. Monthly Notices of the Royal Astronomical Society, Vol. 426, Issue 3 https://doi.org/10.1111/j.1365-2966.2012.21810.x	journal	October 2012
The age dependence of halo clustering Gao, L.; Springel, V.; White, S. D. M. Monthly Notices of the Royal Astronomical Society: Letters, Vol. 363, Issue 1 https://doi.org/10.1111/j.1745-3933.2005.00084.x	journal	October 2005
An open source application framework for astronomical imaging pipelines Axelrod, T.; Kantor, J.; Lupton, R. H. SPIE Astronomical Telescopes + Instrumentation, SPIE Proceedings https://doi.org/10.1117/12.857297	conference	July 2010
Hyper Suprime-Cam Miyazaki, Satoshi; Komiyama, Yutaka; Nakaya, Hidehiko SPIE Astronomical Telescopes + Instrumentation, SPIE Proceedings https://doi.org/10.1117/12.926844	conference	October 2012
Stellar Mass—Halo Mass Relation and Star Formation Efficiency in High-Mass Halos Kravtsov, A. V.; Vikhlinin, A. A.; Meshcheryakov, A. V. Astronomy Letters, Vol. 44, Issue 1 https://doi.org/10.1134/S1063773717120015	journal	January 2018
Cosmological Parameters from Observations of Galaxy Clusters Allen, Steven W.; Evrard, August E.; Mantz, Adam B. Annual Review of Astronomy and Astrophysics, Vol. 49, Issue 1 https://doi.org/10.1146/annurev-astro-081710-102514	journal	September 2011
Formation of Galaxy Clusters Kravtsov, Andrey V.; Borgani, Stefano Annual Review of Astronomy and Astrophysics, Vol. 50, Issue 1 https://doi.org/10.1146/annurev-astro-081811-125502	journal	September 2012
The Connection Between Galaxies and Their Dark Matter Halos Wechsler, Risa H.; Tinker, Jeremy L. Annual Review of Astronomy and Astrophysics, Vol. 56, Issue 1 https://doi.org/10.1146/annurev-astro-081817-051756	journal	September 2018
Detection of the Splashback Radius and halo Assembly bias of Massive Galaxy Clusters More, Surhud; Miyatake, Hironao; Takada, Masahiro The Astrophysical Journal, Vol. 825, Issue 1 https://doi.org/10.3847/0004-637X/825/1/39	journal	June 2016
Hierarchical Galaxy Growth and Scatter in the Stellar Mass–Halo mass Relation Gu (顾梦), Meng; Conroy, Charlie; Behroozi, Peter The Astrophysical Journal, Vol. 833, Issue 1 https://doi.org/10.3847/0004-637X/833/1/2	journal	December 2016
The Redmapper Galaxy Cluster Catalog from des Science Verification data Rykoff, E. S.; Rozo, E.; Hollowood, D. The Astrophysical Journal Supplement Series, Vol. 224, Issue 1 https://doi.org/10.3847/0067-0049/224/1/1	journal	May 2016
Forward Modeling of Large-scale Structure: An Open-source Approach with Halotools Hearin, Andrew P.; Campbell, Duncan; Tollerud, Erik The Astronomical Journal, Vol. 154, Issue 5 https://doi.org/10.3847/1538-3881/aa859f	journal	October 2017
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Dark Energy Survey Year 1 Results: Detection of Intracluster Light at Redshift ∼ 0.25 Zhang, Y.; Yanny, B.; Palmese, A. The Astrophysical Journal, Vol. 874, Issue 2 https://doi.org/10.3847/1538-4357/ab0dfd	journal	April 2019
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Cosmology with Galaxy Cluster Weak Lensing: Statistical Limits and Experimental Design Wu, Hao-Yi; Weinberg, David H.; Salcedo, Andrés N. The Astrophysical Journal, Vol. 910, Issue 1 https://doi.org/10.3847/1538-4357/abdc23	journal	March 2021
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Photometric Dissection of Intracluster Light and Its Correlations with Host Cluster Properties Kluge, M.; Bender, R.; Riffeser, A. The Astrophysical Journal Supplement Series, Vol. 252, Issue 2 https://doi.org/10.3847/1538-4365/abcda6	journal	February 2021
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