The Spatial Clustering of ROSAT All-Sky Survey Active Galactic Nuclei. V. The Evolution of Broad-line AGN Clustering Properties in the Last 6 Gyr
This is the fifth paper in a series of investigations of the clustering properties of luminous, broad-emission-line active galactic nuclei (AGNs) identified in the ROSAT All-Sky Survey (RASS) and Sloan Digital Sky Survey (SDSS). In this work we measure the cross-correlation function (CCF) between RA...
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creator | Krumpe, Mirko Miyaji, Takamitsu Georgakakis, Antonis Schulze, Andreas Coil, Alison L. Dwelly, Tom Coffey, Damien Comparat, Johan Aceves, Héctor Salvato, Mara Merloni, Andrea Maraston, Claudia Nandra, Kirpal Brownstein, Joel R. Schneider, Donald P. |
description | This is the fifth paper in a series of investigations of the clustering properties of luminous, broad-emission-line active galactic nuclei (AGNs) identified in the ROSAT All-Sky Survey (RASS) and Sloan Digital Sky Survey (SDSS). In this work we measure the cross-correlation function (CCF) between RASS/SDSS Data Release 14 AGNs with the SDSS CMASS galaxy sample at 0.44 <
z
< 0.64. We apply halo occupation distribution (HOD) modeling to the CCF along with the autocorrelation function of the CMASS galaxies. We find that X-ray-selected and optically selected AGNs at 0.44 <
z
< 0.64 reside in statistically identical halos with a typical dark matter halo (DMH) mass of
M
DMH
typ
,
AGN
∼
10
12.7
h
−
1
M
⊙
. The acceptable HOD parameter space for these two broad-line AGN samples have only statistically marginal differences caused by small deviations of the CCFs in the one-halo-dominated regime on small scales. In contrast to optically selected AGNs, the X-ray AGN sample may contain a larger population of satellites at
M
DMH
∼ 10
13
h
−1
M
⊙
. We compare our measurements in this work with our earlier studies at lower independent redshift ranges, spanning a lookback time of 6 Gyr. The comparison over this wider redshift range of 0.07 <
z
< 0.64 reveals (i) no significant difference between the typical DMH masses of X-ray-selected and optically selected AGNs, (ii) weak positive clustering dependencies of
M
DMH
typ
,
AGN
with
L
X
and
M
BH
, (iii) no significant dependence of
M
DMH
typ
,
AGN
on Eddington ratio, and (iv) the same DMH masses host more-massive accreting black holes at high redshift than at low redshifts. |
doi_str_mv | 10.3847/1538-4357/acc8d3 |
format | Article |
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z
< 0.64. We apply halo occupation distribution (HOD) modeling to the CCF along with the autocorrelation function of the CMASS galaxies. We find that X-ray-selected and optically selected AGNs at 0.44 <
z
< 0.64 reside in statistically identical halos with a typical dark matter halo (DMH) mass of
M
DMH
typ
,
AGN
∼
10
12.7
h
−
1
M
⊙
. The acceptable HOD parameter space for these two broad-line AGN samples have only statistically marginal differences caused by small deviations of the CCFs in the one-halo-dominated regime on small scales. In contrast to optically selected AGNs, the X-ray AGN sample may contain a larger population of satellites at
M
DMH
∼ 10
13
h
−1
M
⊙
. We compare our measurements in this work with our earlier studies at lower independent redshift ranges, spanning a lookback time of 6 Gyr. The comparison over this wider redshift range of 0.07 <
z
< 0.64 reveals (i) no significant difference between the typical DMH masses of X-ray-selected and optically selected AGNs, (ii) weak positive clustering dependencies of
M
DMH
typ
,
AGN
with
L
X
and
M
BH
, (iii) no significant dependence of
M
DMH
typ
,
AGN
on Eddington ratio, and (iv) the same DMH masses host more-massive accreting black holes at high redshift than at low redshifts.]]></description><identifier>ISSN: 0004-637X</identifier><identifier>EISSN: 1538-4357</identifier><identifier>DOI: 10.3847/1538-4357/acc8d3</identifier><language>eng</language><publisher>Philadelphia: The American Astronomical Society</publisher><subject>Active galactic nuclei ; Active galaxies ; Astronomy & Astrophysics ; Astrophysics ; Autocorrelation function ; Autocorrelation functions ; Black holes ; Clustering ; Correlation ; Cross correlation ; Dark matter ; Deposition ; Emission analysis ; Galactic halos ; Galaxies ; Halos ; Large-scale structure of the universe ; Red shift ; Sky surveys (astronomy) ; Statistical analysis ; X-ray active galactic nuclei ; X-ray astronomy ; X-rays</subject><ispartof>The Astrophysical journal, 2023-08, Vol.952 (2), p.109</ispartof><rights>2023. The Author(s). Published by the American Astronomical Society.</rights><rights>2023. The Author(s). Published by the American Astronomical Society. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c473t-88e369676328f307909f642faac7b458d4e2cea3b51a3f1dee633103e68fdf293</citedby><cites>FETCH-LOGICAL-c473t-88e369676328f307909f642faac7b458d4e2cea3b51a3f1dee633103e68fdf293</cites><orcidid>0000-0002-0761-0130 ; 0000-0001-7240-7449 ; 0000-0002-7562-485X ; 0000-0001-7116-9303 ; 0000-0002-8725-1069 ; 0000-0001-9200-1497 ; 0000-0002-6660-6131 ; 0000-0002-2583-5894 ; 0000-0002-7150-9192 ; 0000000225835894 ; 0000000172407449 ; 0000000207610130 ; 000000027562485X ; 0000000192001497 ; 0000000287251069 ; 0000000271509192 ; 0000000266606131 ; 0000000171169303</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://iopscience.iop.org/article/10.3847/1538-4357/acc8d3/pdf$$EPDF$$P50$$Giop$$Hfree_for_read</linktopdf><link.rule.ids>230,314,776,780,860,881,2096,27901,27902,38867,53842</link.rule.ids><backlink>$$Uhttps://www.osti.gov/servlets/purl/2425365$$D View this record in Osti.gov$$Hfree_for_read</backlink></links><search><creatorcontrib>Krumpe, Mirko</creatorcontrib><creatorcontrib>Miyaji, Takamitsu</creatorcontrib><creatorcontrib>Georgakakis, Antonis</creatorcontrib><creatorcontrib>Schulze, Andreas</creatorcontrib><creatorcontrib>Coil, Alison L.</creatorcontrib><creatorcontrib>Dwelly, Tom</creatorcontrib><creatorcontrib>Coffey, Damien</creatorcontrib><creatorcontrib>Comparat, Johan</creatorcontrib><creatorcontrib>Aceves, Héctor</creatorcontrib><creatorcontrib>Salvato, Mara</creatorcontrib><creatorcontrib>Merloni, Andrea</creatorcontrib><creatorcontrib>Maraston, Claudia</creatorcontrib><creatorcontrib>Nandra, Kirpal</creatorcontrib><creatorcontrib>Brownstein, Joel R.</creatorcontrib><creatorcontrib>Schneider, Donald P.</creatorcontrib><creatorcontrib>SDSS-IV Team and SPIDERS Team</creatorcontrib><creatorcontrib>US Department of Energy (USDOE), Washington, DC (United States). Office of Science, Sloan Digital Sky Survey (SDSS)</creatorcontrib><title>The Spatial Clustering of ROSAT All-Sky Survey Active Galactic Nuclei. V. The Evolution of Broad-line AGN Clustering Properties in the Last 6 Gyr</title><title>The Astrophysical journal</title><addtitle>APJ</addtitle><addtitle>Astrophys. J</addtitle><description><![CDATA[This is the fifth paper in a series of investigations of the clustering properties of luminous, broad-emission-line active galactic nuclei (AGNs) identified in the ROSAT All-Sky Survey (RASS) and Sloan Digital Sky Survey (SDSS). In this work we measure the cross-correlation function (CCF) between RASS/SDSS Data Release 14 AGNs with the SDSS CMASS galaxy sample at 0.44 <
z
< 0.64. We apply halo occupation distribution (HOD) modeling to the CCF along with the autocorrelation function of the CMASS galaxies. We find that X-ray-selected and optically selected AGNs at 0.44 <
z
< 0.64 reside in statistically identical halos with a typical dark matter halo (DMH) mass of
M
DMH
typ
,
AGN
∼
10
12.7
h
−
1
M
⊙
. The acceptable HOD parameter space for these two broad-line AGN samples have only statistically marginal differences caused by small deviations of the CCFs in the one-halo-dominated regime on small scales. In contrast to optically selected AGNs, the X-ray AGN sample may contain a larger population of satellites at
M
DMH
∼ 10
13
h
−1
M
⊙
. We compare our measurements in this work with our earlier studies at lower independent redshift ranges, spanning a lookback time of 6 Gyr. The comparison over this wider redshift range of 0.07 <
z
< 0.64 reveals (i) no significant difference between the typical DMH masses of X-ray-selected and optically selected AGNs, (ii) weak positive clustering dependencies of
M
DMH
typ
,
AGN
with
L
X
and
M
BH
, (iii) no significant dependence of
M
DMH
typ
,
AGN
on Eddington ratio, and (iv) the same DMH masses host more-massive accreting black holes at high redshift than at low redshifts.]]></description><subject>Active galactic nuclei</subject><subject>Active galaxies</subject><subject>Astronomy & Astrophysics</subject><subject>Astrophysics</subject><subject>Autocorrelation function</subject><subject>Autocorrelation functions</subject><subject>Black holes</subject><subject>Clustering</subject><subject>Correlation</subject><subject>Cross correlation</subject><subject>Dark matter</subject><subject>Deposition</subject><subject>Emission analysis</subject><subject>Galactic halos</subject><subject>Galaxies</subject><subject>Halos</subject><subject>Large-scale structure of the universe</subject><subject>Red shift</subject><subject>Sky surveys (astronomy)</subject><subject>Statistical analysis</subject><subject>X-ray active galactic nuclei</subject><subject>X-ray astronomy</subject><subject>X-rays</subject><issn>0004-637X</issn><issn>1538-4357</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>O3W</sourceid><sourceid>DOA</sourceid><recordid>eNp1kUFv1DAQhSMEEkvhztECcSNbx3ac-BhWZVtp1SJ2QdwsrzNuvYQ42M5K-zP4x3UaVDjAyePRe59m5mXZ6wIvac2q86Kkdc5oWZ0rreuWPskWj62n2QJjzHJOq2_PsxchHKYvEWKR_drdAdoOKlrVoVU3hgje9rfIGfT5ZtvsUNN1-fb7CW1Hf4QTanS0R0Br1alUaXQ96g7sEn1dool0cXTdGK3rJ8AH71Sbd7YH1Kyv_6Z_8m4AHy0EZHsUk3GjQkQcrU_-ZfbMqC7Aq9_vWfbl48VudZlvbtZXq2aTa1bRmNc1UC54xSmpDcWVwMJwRoxSutqzsm4ZEA2K7stCUVO0AJzSAlPgtWkNEfQsu5q5rVMHOXj7Q_mTdMrKh4bzt1KlEdN6kqYbVnVBCCaKKW72RmAADIxrIXRRJdabmeVCtDJoG0Hfadf3oKMkjJSUl0n0dhYN3v0cIUR5cKPv046S1AzzEosHFJ5V2rsQPJjH0Qosp6TlFKucYpVz0snybrZYN_xhquEgRUkkSUYhh9Yk3ft_6P6LvQfMQbSj</recordid><startdate>20230801</startdate><enddate>20230801</enddate><creator>Krumpe, Mirko</creator><creator>Miyaji, Takamitsu</creator><creator>Georgakakis, Antonis</creator><creator>Schulze, Andreas</creator><creator>Coil, Alison L.</creator><creator>Dwelly, Tom</creator><creator>Coffey, Damien</creator><creator>Comparat, Johan</creator><creator>Aceves, Héctor</creator><creator>Salvato, Mara</creator><creator>Merloni, Andrea</creator><creator>Maraston, Claudia</creator><creator>Nandra, Kirpal</creator><creator>Brownstein, Joel R.</creator><creator>Schneider, Donald P.</creator><general>The American Astronomical Society</general><general>IOP Publishing</general><scope>O3W</scope><scope>TSCCA</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7TG</scope><scope>8FD</scope><scope>H8D</scope><scope>KL.</scope><scope>L7M</scope><scope>OIOZB</scope><scope>OTOTI</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-0761-0130</orcidid><orcidid>https://orcid.org/0000-0001-7240-7449</orcidid><orcidid>https://orcid.org/0000-0002-7562-485X</orcidid><orcidid>https://orcid.org/0000-0001-7116-9303</orcidid><orcidid>https://orcid.org/0000-0002-8725-1069</orcidid><orcidid>https://orcid.org/0000-0001-9200-1497</orcidid><orcidid>https://orcid.org/0000-0002-6660-6131</orcidid><orcidid>https://orcid.org/0000-0002-2583-5894</orcidid><orcidid>https://orcid.org/0000-0002-7150-9192</orcidid><orcidid>https://orcid.org/0000000225835894</orcidid><orcidid>https://orcid.org/0000000172407449</orcidid><orcidid>https://orcid.org/0000000207610130</orcidid><orcidid>https://orcid.org/000000027562485X</orcidid><orcidid>https://orcid.org/0000000192001497</orcidid><orcidid>https://orcid.org/0000000287251069</orcidid><orcidid>https://orcid.org/0000000271509192</orcidid><orcidid>https://orcid.org/0000000266606131</orcidid><orcidid>https://orcid.org/0000000171169303</orcidid></search><sort><creationdate>20230801</creationdate><title>The Spatial Clustering of ROSAT All-Sky Survey Active Galactic Nuclei. V. The Evolution of Broad-line AGN Clustering Properties in the Last 6 Gyr</title><author>Krumpe, Mirko ; Miyaji, Takamitsu ; Georgakakis, Antonis ; Schulze, Andreas ; Coil, Alison L. ; Dwelly, Tom ; Coffey, Damien ; Comparat, Johan ; Aceves, Héctor ; Salvato, Mara ; Merloni, Andrea ; Maraston, Claudia ; Nandra, Kirpal ; Brownstein, Joel R. ; Schneider, Donald P.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c473t-88e369676328f307909f642faac7b458d4e2cea3b51a3f1dee633103e68fdf293</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Active galactic nuclei</topic><topic>Active galaxies</topic><topic>Astronomy & Astrophysics</topic><topic>Astrophysics</topic><topic>Autocorrelation function</topic><topic>Autocorrelation functions</topic><topic>Black holes</topic><topic>Clustering</topic><topic>Correlation</topic><topic>Cross correlation</topic><topic>Dark matter</topic><topic>Deposition</topic><topic>Emission analysis</topic><topic>Galactic halos</topic><topic>Galaxies</topic><topic>Halos</topic><topic>Large-scale structure of the universe</topic><topic>Red shift</topic><topic>Sky surveys (astronomy)</topic><topic>Statistical analysis</topic><topic>X-ray active galactic nuclei</topic><topic>X-ray astronomy</topic><topic>X-rays</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Krumpe, Mirko</creatorcontrib><creatorcontrib>Miyaji, Takamitsu</creatorcontrib><creatorcontrib>Georgakakis, Antonis</creatorcontrib><creatorcontrib>Schulze, Andreas</creatorcontrib><creatorcontrib>Coil, Alison L.</creatorcontrib><creatorcontrib>Dwelly, Tom</creatorcontrib><creatorcontrib>Coffey, Damien</creatorcontrib><creatorcontrib>Comparat, Johan</creatorcontrib><creatorcontrib>Aceves, Héctor</creatorcontrib><creatorcontrib>Salvato, Mara</creatorcontrib><creatorcontrib>Merloni, Andrea</creatorcontrib><creatorcontrib>Maraston, Claudia</creatorcontrib><creatorcontrib>Nandra, Kirpal</creatorcontrib><creatorcontrib>Brownstein, Joel R.</creatorcontrib><creatorcontrib>Schneider, Donald P.</creatorcontrib><creatorcontrib>SDSS-IV Team and SPIDERS Team</creatorcontrib><creatorcontrib>US Department of Energy (USDOE), Washington, DC (United States). 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Office of Science, Sloan Digital Sky Survey (SDSS)</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The Spatial Clustering of ROSAT All-Sky Survey Active Galactic Nuclei. V. The Evolution of Broad-line AGN Clustering Properties in the Last 6 Gyr</atitle><jtitle>The Astrophysical journal</jtitle><stitle>APJ</stitle><addtitle>Astrophys. J</addtitle><date>2023-08-01</date><risdate>2023</risdate><volume>952</volume><issue>2</issue><spage>109</spage><pages>109-</pages><issn>0004-637X</issn><eissn>1538-4357</eissn><abstract><![CDATA[This is the fifth paper in a series of investigations of the clustering properties of luminous, broad-emission-line active galactic nuclei (AGNs) identified in the ROSAT All-Sky Survey (RASS) and Sloan Digital Sky Survey (SDSS). In this work we measure the cross-correlation function (CCF) between RASS/SDSS Data Release 14 AGNs with the SDSS CMASS galaxy sample at 0.44 <
z
< 0.64. We apply halo occupation distribution (HOD) modeling to the CCF along with the autocorrelation function of the CMASS galaxies. We find that X-ray-selected and optically selected AGNs at 0.44 <
z
< 0.64 reside in statistically identical halos with a typical dark matter halo (DMH) mass of
M
DMH
typ
,
AGN
∼
10
12.7
h
−
1
M
⊙
. The acceptable HOD parameter space for these two broad-line AGN samples have only statistically marginal differences caused by small deviations of the CCFs in the one-halo-dominated regime on small scales. In contrast to optically selected AGNs, the X-ray AGN sample may contain a larger population of satellites at
M
DMH
∼ 10
13
h
−1
M
⊙
. We compare our measurements in this work with our earlier studies at lower independent redshift ranges, spanning a lookback time of 6 Gyr. The comparison over this wider redshift range of 0.07 <
z
< 0.64 reveals (i) no significant difference between the typical DMH masses of X-ray-selected and optically selected AGNs, (ii) weak positive clustering dependencies of
M
DMH
typ
,
AGN
with
L
X
and
M
BH
, (iii) no significant dependence of
M
DMH
typ
,
AGN
on Eddington ratio, and (iv) the same DMH masses host more-massive accreting black holes at high redshift than at low redshifts.]]></abstract><cop>Philadelphia</cop><pub>The American Astronomical Society</pub><doi>10.3847/1538-4357/acc8d3</doi><tpages>22</tpages><orcidid>https://orcid.org/0000-0002-0761-0130</orcidid><orcidid>https://orcid.org/0000-0001-7240-7449</orcidid><orcidid>https://orcid.org/0000-0002-7562-485X</orcidid><orcidid>https://orcid.org/0000-0001-7116-9303</orcidid><orcidid>https://orcid.org/0000-0002-8725-1069</orcidid><orcidid>https://orcid.org/0000-0001-9200-1497</orcidid><orcidid>https://orcid.org/0000-0002-6660-6131</orcidid><orcidid>https://orcid.org/0000-0002-2583-5894</orcidid><orcidid>https://orcid.org/0000-0002-7150-9192</orcidid><orcidid>https://orcid.org/0000000225835894</orcidid><orcidid>https://orcid.org/0000000172407449</orcidid><orcidid>https://orcid.org/0000000207610130</orcidid><orcidid>https://orcid.org/000000027562485X</orcidid><orcidid>https://orcid.org/0000000192001497</orcidid><orcidid>https://orcid.org/0000000287251069</orcidid><orcidid>https://orcid.org/0000000271509192</orcidid><orcidid>https://orcid.org/0000000266606131</orcidid><orcidid>https://orcid.org/0000000171169303</orcidid><oa>free_for_read</oa></addata></record> |
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ispartof | The Astrophysical journal, 2023-08, Vol.952 (2), p.109 |
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language | eng |
recordid | cdi_crossref_primary_10_3847_1538_4357_acc8d3 |
source | IOP Publishing Free Content; DOAJ Directory of Open Access Journals; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; Alma/SFX Local Collection |
subjects | Active galactic nuclei Active galaxies Astronomy & Astrophysics Astrophysics Autocorrelation function Autocorrelation functions Black holes Clustering Correlation Cross correlation Dark matter Deposition Emission analysis Galactic halos Galaxies Halos Large-scale structure of the universe Red shift Sky surveys (astronomy) Statistical analysis X-ray active galactic nuclei X-ray astronomy X-rays |
title | The Spatial Clustering of ROSAT All-Sky Survey Active Galactic Nuclei. V. The Evolution of Broad-line AGN Clustering Properties in the Last 6 Gyr |
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