The DESI One-Percent Survey: Exploring the Halo Occupation Distribution of Luminous Red Galaxies and Quasi-Stellar Objects with AbacusSummit

We present the first comprehensive Halo Occupation Distribution (HOD) analysis of the DESI One-Percent survey Luminous Red Galaxy (LRG) and Quasi-Stellar Object (QSO) samples. We constrain the HOD of each sample and test possible HOD extensions by fitting the redshift-space galaxy 2-point correlatio...

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Hauptverfasser: Yuan, Sihan, Zhang, Hanyu, Ross, Ashley J, Donald-McCann, Jamie, Hadzhiyska, Boryana, Wechsler, Risa H, Zheng, Zheng, Alam, Shadab, Gonzalez-Perez, Violeta, Aguilar, Jessica Nicole, Ahlen, Steven, Bianchi, Davide, Brooks, David, de la Macorra, Axel, Fanning, Kevin, Forero-Romero, Jaime E, Honscheid, Klaus, Ishak, Mustapha, Kehoe, Robert, Lasker, James, Landriau, Martin, Manera, Marc, Martini, Paul, Meisner, Aaron, Miquel, Ramon, Moustakas, John, Nadathur, Seshadri, Newman, Jeffrey A, Nie, Jundan, Percival, Will, Poppett, Claire, Rocher, Antoine, Rossi, Graziano, Sanchez, Eusebio, Samushia, Lado, Schubnell, Michael, Seo, Hee-Jong, Tarle, Gregory, Weaver, Benjamin Alan, Yu, Jiaxi, Zhou, Zhimin, Zou, Hu
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creator Yuan, Sihan
Zhang, Hanyu
Ross, Ashley J
Donald-McCann, Jamie
Hadzhiyska, Boryana
Wechsler, Risa H
Zheng, Zheng
Alam, Shadab
Gonzalez-Perez, Violeta
Aguilar, Jessica Nicole
Ahlen, Steven
Bianchi, Davide
Brooks, David
de la Macorra, Axel
Fanning, Kevin
Forero-Romero, Jaime E
Honscheid, Klaus
Ishak, Mustapha
Kehoe, Robert
Lasker, James
Landriau, Martin
Manera, Marc
Martini, Paul
Meisner, Aaron
Miquel, Ramon
Moustakas, John
Nadathur, Seshadri
Newman, Jeffrey A
Nie, Jundan
Percival, Will
Poppett, Claire
Rocher, Antoine
Rossi, Graziano
Sanchez, Eusebio
Samushia, Lado
Schubnell, Michael
Seo, Hee-Jong
Tarle, Gregory
Weaver, Benjamin Alan
Yu, Jiaxi
Zhou, Zhimin
Zou, Hu
description We present the first comprehensive Halo Occupation Distribution (HOD) analysis of the DESI One-Percent survey Luminous Red Galaxy (LRG) and Quasi-Stellar Object (QSO) samples. We constrain the HOD of each sample and test possible HOD extensions by fitting the redshift-space galaxy 2-point correlation functions in 0.15 < r < 32 Mpc/h in a set of fiducial redshift bins. We use AbacusSummit cubic boxes at Planck 2018 cosmology as model templates and forward model galaxy clustering with the AbacusHOD package. We achieve good fits with a standard HOD model with velocity bias, and we find no evidence for galaxy assembly bias or satellite profile modulation at the current level of statistical uncertainty. For LRGs in 0.4 < z < 0.6, we infer a satellite fraction of fsat = 11+-1%, a mean halo mass of log10 Mh = 13.40+0.02-0.02, and a linear bias of blin = 1.93+0.06-0.04. For LRGs in 0.6 < z < 0.8, we find fsat = 14+-1%, log10 Mh = 13.24+0.02-0.02, and blin = 2.08+0.03-0.03. For QSOs, we infer fsat = 3+8-2%, log10 Mh = 12.65+0.09-0.04, and blin = 2.63+0.37-0.26 in redshift range 0.8 < z < 2.1. Using these fits, we generate a large suite of high-fidelity galaxy mocks. We also study the redshift-evolution of the DESI LRG sample from z = 0.4 up to z = 1.1, revealing significant and interesting trends in mean halo mass, linear bias, and satellite fraction.
doi_str_mv 10.48550/arxiv.2306.06314
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We constrain the HOD of each sample and test possible HOD extensions by fitting the redshift-space galaxy 2-point correlation functions in 0.15 < r < 32 Mpc/h in a set of fiducial redshift bins. We use AbacusSummit cubic boxes at Planck 2018 cosmology as model templates and forward model galaxy clustering with the AbacusHOD package. We achieve good fits with a standard HOD model with velocity bias, and we find no evidence for galaxy assembly bias or satellite profile modulation at the current level of statistical uncertainty. For LRGs in 0.4 < z < 0.6, we infer a satellite fraction of fsat = 11+-1%, a mean halo mass of log10 Mh = 13.40+0.02-0.02, and a linear bias of blin = 1.93+0.06-0.04. For LRGs in 0.6 < z < 0.8, we find fsat = 14+-1%, log10 Mh = 13.24+0.02-0.02, and blin = 2.08+0.03-0.03. For QSOs, we infer fsat = 3+8-2%, log10 Mh = 12.65+0.09-0.04, and blin = 2.63+0.37-0.26 in redshift range 0.8 < z < 2.1. Using these fits, we generate a large suite of high-fidelity galaxy mocks. We also study the redshift-evolution of the DESI LRG sample from z = 0.4 up to z = 1.1, revealing significant and interesting trends in mean halo mass, linear bias, and satellite fraction.]]></abstract><doi>10.48550/arxiv.2306.06314</doi><oa>free_for_read</oa></addata></record>
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title The DESI One-Percent Survey: Exploring the Halo Occupation Distribution of Luminous Red Galaxies and Quasi-Stellar Objects with AbacusSummit
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