Weak-lensing Analysis of X-Ray-selected XXL Galaxy Groups and Clusters with Subaru HSC Data
We present a weak-lensing analysis of X-ray galaxy groups and clusters selected from the XMM-XXL survey using the first-year data from the Hyper Suprime-Cam (HSC) Subaru Strategic Program. Our joint weak-lensing and X-ray analysis focuses on 136 spectroscopically confirmed X-ray-selected systems at...
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Veröffentlicht in: | Astrophys.J 2020-02, Vol.890 (2), p.148 |
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creator | Umetsu, Keiichi Sereno, Mauro Lieu, Maggie Miyatake, Hironao Medezinski, Elinor Nishizawa, Atsushi J. Giles, Paul Gastaldello, Fabio McCarthy, Ian G. Kilbinger, Martin Birkinshaw, Mark Ettori, Stefano Okabe, Nobuhiro Chiu, I-Non Coupon, Jean Eckert, Dominique Fujita, Yutaka Higuchi, Yuichi Koulouridis, Elias Maughan, Ben Miyazaki, Satoshi Oguri, Masamune Pacaud, Florian Pierre, Marguerite Rapetti, David Smith, Graham P. |
description | We present a weak-lensing analysis of X-ray galaxy groups and clusters selected from the XMM-XXL survey using the first-year data from the Hyper Suprime-Cam (HSC) Subaru Strategic Program. Our joint weak-lensing and X-ray analysis focuses on 136 spectroscopically confirmed X-ray-selected systems at 0.031 ≤ z ≤ 1.033 detected in the 25 deg2 XXL-N region, which largely overlaps with the HSC-XMM field. With high-quality HSC weak-lensing data, we characterize the mass distributions of individual clusters and establish the concentration-mass (c-M) relation for the XXL sample, by accounting for selection bias and statistical effects and marginalizing over the remaining mass calibration uncertainty. We find the mass-trend parameter of the c-M relation to be and the normalization to be at and z = 0.3. We find no statistical evidence for redshift evolution. Our weak-lensing results are in excellent agreement with dark-matter-only c-M relations calibrated for recent ΛCDM cosmologies. The level of intrinsic scatter in c200 is constrained as ( CL), which is smaller than predicted for the full population of ΛCDM halos. This is likely caused in part by the X-ray selection bias in terms of the cool-core or relaxation state. We determine the temperature-mass (TX-M500) relation for a subset of 105 XXL clusters that have both measured HSC lensing masses and X-ray temperatures. The resulting TX-M500 relation is consistent with the self-similar prediction. Our TX-M500 relation agrees with the XXL DR1 results at group scales but has a slightly steeper mass trend, implying a smaller mass scale in the cluster regime. The overall offset in the TX-M500 relation is at the ∼1.5 level, corresponding to a mean mass offset of . We also provide bias-corrected, weak-lensing-calibrated M200 and M500 mass estimates of individual XXL clusters based on their measured X-ray temperatures. |
doi_str_mv | 10.3847/1538-4357/ab6bca |
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Our joint weak-lensing and X-ray analysis focuses on 136 spectroscopically confirmed X-ray-selected systems at 0.031 ≤ z ≤ 1.033 detected in the 25 deg2 XXL-N region, which largely overlaps with the HSC-XMM field. With high-quality HSC weak-lensing data, we characterize the mass distributions of individual clusters and establish the concentration-mass (c-M) relation for the XXL sample, by accounting for selection bias and statistical effects and marginalizing over the remaining mass calibration uncertainty. We find the mass-trend parameter of the c-M relation to be and the normalization to be at and z = 0.3. We find no statistical evidence for redshift evolution. Our weak-lensing results are in excellent agreement with dark-matter-only c-M relations calibrated for recent ΛCDM cosmologies. The level of intrinsic scatter in c200 is constrained as ( CL), which is smaller than predicted for the full population of ΛCDM halos. This is likely caused in part by the X-ray selection bias in terms of the cool-core or relaxation state. We determine the temperature-mass (TX-M500) relation for a subset of 105 XXL clusters that have both measured HSC lensing masses and X-ray temperatures. The resulting TX-M500 relation is consistent with the self-similar prediction. Our TX-M500 relation agrees with the XXL DR1 results at group scales but has a slightly steeper mass trend, implying a smaller mass scale in the cluster regime. The overall offset in the TX-M500 relation is at the ∼1.5 level, corresponding to a mean mass offset of . We also provide bias-corrected, weak-lensing-calibrated M200 and M500 mass estimates of individual XXL clusters based on their measured X-ray temperatures.</description><identifier>ISSN: 0004-637X</identifier><identifier>ISSN: 1538-4357</identifier><identifier>EISSN: 1538-4357</identifier><identifier>DOI: 10.3847/1538-4357/ab6bca</identifier><language>eng</language><publisher>Philadelphia: The American Astronomical Society</publisher><subject>ASTRONOMY AND ASTROPHYSICS ; Astrophysics ; Bias ; Calibration ; Cold dark matter ; Dark matter distribution ; Galactic clusters ; Galaxies ; Gravitational lensing shear ; Halos ; Observational cosmology ; Parameter uncertainty ; Physics ; Red shift ; Self-similarity ; Stars & galaxies ; Weak gravitational lensing ; X ray analysis</subject><ispartof>Astrophys.J, 2020-02, Vol.890 (2), p.148</ispartof><rights>2020. The American Astronomical Society. All rights reserved.</rights><rights>Copyright IOP Publishing Feb 20, 2020</rights><rights>Distributed under a Creative Commons Attribution 4.0 International License</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c411t-1a7b7900caab40bf2f50535e2034f7854ba0f6ca868ac6c83d4dcd693691c3e33</citedby><cites>FETCH-LOGICAL-c411t-1a7b7900caab40bf2f50535e2034f7854ba0f6ca868ac6c83d4dcd693691c3e33</cites><orcidid>0000-0003-2898-0728 ; 0000-0002-7196-4822 ; 0000-0002-1858-277X ; 0000-0003-3484-399X ; 0000-0003-2196-6675 ; 0000-0001-7007-2358 ; 0000-0003-0302-0325 ; 0000-0002-1962-904X ; 0000-0001-9513-7138 ; 0000-0003-0058-9719 ; 0000-0001-7917-3892 ; 0000-0003-4117-8617 ; 0000000321966675 ; 0000000195137138 ; 0000000271964822 ; 000000033484399X ; 0000000328980728 ; 000000021962904X ; 0000000303020325 ; 0000000179173892 ; 0000000170072358 ; 000000021858277X ; 0000000300589719</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/ab6bca/pdf$$EPDF$$P50$$Giop$$H</linktopdf><link.rule.ids>230,314,780,784,885,27924,27925,38890,53867</link.rule.ids><linktorsrc>$$Uhttps://iopscience.iop.org/article/10.3847/1538-4357/ab6bca$$EView_record_in_IOP_Publishing$$FView_record_in_$$GIOP_Publishing</linktorsrc><backlink>$$Uhttps://hal.science/hal-02372350$$DView record in HAL$$Hfree_for_read</backlink><backlink>$$Uhttps://www.osti.gov/servlets/purl/1633954$$D View this record in Osti.gov$$Hfree_for_read</backlink></links><search><creatorcontrib>Umetsu, Keiichi</creatorcontrib><creatorcontrib>Sereno, Mauro</creatorcontrib><creatorcontrib>Lieu, Maggie</creatorcontrib><creatorcontrib>Miyatake, Hironao</creatorcontrib><creatorcontrib>Medezinski, Elinor</creatorcontrib><creatorcontrib>Nishizawa, Atsushi J.</creatorcontrib><creatorcontrib>Giles, Paul</creatorcontrib><creatorcontrib>Gastaldello, Fabio</creatorcontrib><creatorcontrib>McCarthy, Ian G.</creatorcontrib><creatorcontrib>Kilbinger, Martin</creatorcontrib><creatorcontrib>Birkinshaw, Mark</creatorcontrib><creatorcontrib>Ettori, Stefano</creatorcontrib><creatorcontrib>Okabe, Nobuhiro</creatorcontrib><creatorcontrib>Chiu, I-Non</creatorcontrib><creatorcontrib>Coupon, Jean</creatorcontrib><creatorcontrib>Eckert, Dominique</creatorcontrib><creatorcontrib>Fujita, Yutaka</creatorcontrib><creatorcontrib>Higuchi, Yuichi</creatorcontrib><creatorcontrib>Koulouridis, Elias</creatorcontrib><creatorcontrib>Maughan, Ben</creatorcontrib><creatorcontrib>Miyazaki, Satoshi</creatorcontrib><creatorcontrib>Oguri, Masamune</creatorcontrib><creatorcontrib>Pacaud, Florian</creatorcontrib><creatorcontrib>Pierre, Marguerite</creatorcontrib><creatorcontrib>Rapetti, David</creatorcontrib><creatorcontrib>Smith, Graham P.</creatorcontrib><creatorcontrib>SLAC National Accelerator Lab., Menlo Park, CA (United States)</creatorcontrib><title>Weak-lensing Analysis of X-Ray-selected XXL Galaxy Groups and Clusters with Subaru HSC Data</title><title>Astrophys.J</title><addtitle>APJ</addtitle><addtitle>Astrophys. J</addtitle><description>We present a weak-lensing analysis of X-ray galaxy groups and clusters selected from the XMM-XXL survey using the first-year data from the Hyper Suprime-Cam (HSC) Subaru Strategic Program. Our joint weak-lensing and X-ray analysis focuses on 136 spectroscopically confirmed X-ray-selected systems at 0.031 ≤ z ≤ 1.033 detected in the 25 deg2 XXL-N region, which largely overlaps with the HSC-XMM field. With high-quality HSC weak-lensing data, we characterize the mass distributions of individual clusters and establish the concentration-mass (c-M) relation for the XXL sample, by accounting for selection bias and statistical effects and marginalizing over the remaining mass calibration uncertainty. We find the mass-trend parameter of the c-M relation to be and the normalization to be at and z = 0.3. We find no statistical evidence for redshift evolution. Our weak-lensing results are in excellent agreement with dark-matter-only c-M relations calibrated for recent ΛCDM cosmologies. The level of intrinsic scatter in c200 is constrained as ( CL), which is smaller than predicted for the full population of ΛCDM halos. This is likely caused in part by the X-ray selection bias in terms of the cool-core or relaxation state. We determine the temperature-mass (TX-M500) relation for a subset of 105 XXL clusters that have both measured HSC lensing masses and X-ray temperatures. The resulting TX-M500 relation is consistent with the self-similar prediction. Our TX-M500 relation agrees with the XXL DR1 results at group scales but has a slightly steeper mass trend, implying a smaller mass scale in the cluster regime. The overall offset in the TX-M500 relation is at the ∼1.5 level, corresponding to a mean mass offset of . We also provide bias-corrected, weak-lensing-calibrated M200 and M500 mass estimates of individual XXL clusters based on their measured X-ray temperatures.</description><subject>ASTRONOMY AND ASTROPHYSICS</subject><subject>Astrophysics</subject><subject>Bias</subject><subject>Calibration</subject><subject>Cold dark matter</subject><subject>Dark matter distribution</subject><subject>Galactic clusters</subject><subject>Galaxies</subject><subject>Gravitational lensing shear</subject><subject>Halos</subject><subject>Observational cosmology</subject><subject>Parameter uncertainty</subject><subject>Physics</subject><subject>Red shift</subject><subject>Self-similarity</subject><subject>Stars & galaxies</subject><subject>Weak gravitational lensing</subject><subject>X ray analysis</subject><issn>0004-637X</issn><issn>1538-4357</issn><issn>1538-4357</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><recordid>eNp1kcFr2zAUxkVpoWm6-45iPRXqRvKTbOsY0i4pBArLxgI7iGdZXpy6VirZ2_Lfz8YjPe30eB-_7-PxPkI-cnYPmUhnXEIWCZDpDPMkN3hGJifpnEwYYyJKIN1ekqsQ9sMaKzUhP75bfIlq24Sq-UnnDdbHUAXqSrqNvuAxCra2prUF3W7XdIk1_jnSpXfdIVBsCrqou9BaH-jvqt3RTZej7-hqs6AP2OI1uSixDvbDvzkl3z4_fl2sovXz8mkxX0dGcN5GHNM8VYwZxFywvIxLySRIGzMQZZpJkSMrE4NZkqFJTAaFKEyRKEgUN2ABpuTTmOtCW-lgqtaanXFN01-ueQKgpOih2xHaYa0PvnpFf9QOK72ar_WgsRjSGCT7xXv2ZmQP3r11NrR67zrf_yboGFQslQKueoqNlPEuBG_LUyxneuhEDwXooQA9dtJb7kZL5Q7vmf_F_wJ42ot6</recordid><startdate>20200220</startdate><enddate>20200220</enddate><creator>Umetsu, Keiichi</creator><creator>Sereno, Mauro</creator><creator>Lieu, Maggie</creator><creator>Miyatake, Hironao</creator><creator>Medezinski, Elinor</creator><creator>Nishizawa, Atsushi J.</creator><creator>Giles, Paul</creator><creator>Gastaldello, Fabio</creator><creator>McCarthy, Ian G.</creator><creator>Kilbinger, Martin</creator><creator>Birkinshaw, Mark</creator><creator>Ettori, Stefano</creator><creator>Okabe, Nobuhiro</creator><creator>Chiu, I-Non</creator><creator>Coupon, Jean</creator><creator>Eckert, Dominique</creator><creator>Fujita, Yutaka</creator><creator>Higuchi, Yuichi</creator><creator>Koulouridis, Elias</creator><creator>Maughan, Ben</creator><creator>Miyazaki, Satoshi</creator><creator>Oguri, Masamune</creator><creator>Pacaud, Florian</creator><creator>Pierre, Marguerite</creator><creator>Rapetti, David</creator><creator>Smith, Graham P.</creator><general>The American Astronomical Society</general><general>IOP Publishing</general><general>Institute of Physics (IOP)</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7TG</scope><scope>8FD</scope><scope>H8D</scope><scope>KL.</scope><scope>L7M</scope><scope>1XC</scope><scope>OIOZB</scope><scope>OTOTI</scope><orcidid>https://orcid.org/0000-0003-2898-0728</orcidid><orcidid>https://orcid.org/0000-0002-7196-4822</orcidid><orcidid>https://orcid.org/0000-0002-1858-277X</orcidid><orcidid>https://orcid.org/0000-0003-3484-399X</orcidid><orcidid>https://orcid.org/0000-0003-2196-6675</orcidid><orcidid>https://orcid.org/0000-0001-7007-2358</orcidid><orcidid>https://orcid.org/0000-0003-0302-0325</orcidid><orcidid>https://orcid.org/0000-0002-1962-904X</orcidid><orcidid>https://orcid.org/0000-0001-9513-7138</orcidid><orcidid>https://orcid.org/0000-0003-0058-9719</orcidid><orcidid>https://orcid.org/0000-0001-7917-3892</orcidid><orcidid>https://orcid.org/0000-0003-4117-8617</orcidid><orcidid>https://orcid.org/0000000321966675</orcidid><orcidid>https://orcid.org/0000000195137138</orcidid><orcidid>https://orcid.org/0000000271964822</orcidid><orcidid>https://orcid.org/000000033484399X</orcidid><orcidid>https://orcid.org/0000000328980728</orcidid><orcidid>https://orcid.org/000000021962904X</orcidid><orcidid>https://orcid.org/0000000303020325</orcidid><orcidid>https://orcid.org/0000000179173892</orcidid><orcidid>https://orcid.org/0000000170072358</orcidid><orcidid>https://orcid.org/000000021858277X</orcidid><orcidid>https://orcid.org/0000000300589719</orcidid></search><sort><creationdate>20200220</creationdate><title>Weak-lensing Analysis of X-Ray-selected XXL Galaxy Groups and Clusters with Subaru HSC Data</title><author>Umetsu, Keiichi ; Sereno, Mauro ; Lieu, Maggie ; Miyatake, Hironao ; Medezinski, Elinor ; Nishizawa, Atsushi J. ; Giles, Paul ; Gastaldello, Fabio ; McCarthy, Ian G. ; Kilbinger, Martin ; Birkinshaw, Mark ; Ettori, Stefano ; Okabe, Nobuhiro ; Chiu, I-Non ; Coupon, Jean ; Eckert, Dominique ; Fujita, Yutaka ; Higuchi, Yuichi ; Koulouridis, Elias ; Maughan, Ben ; Miyazaki, Satoshi ; Oguri, Masamune ; Pacaud, Florian ; Pierre, Marguerite ; Rapetti, David ; Smith, Graham P.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c411t-1a7b7900caab40bf2f50535e2034f7854ba0f6ca868ac6c83d4dcd693691c3e33</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>ASTRONOMY AND ASTROPHYSICS</topic><topic>Astrophysics</topic><topic>Bias</topic><topic>Calibration</topic><topic>Cold dark matter</topic><topic>Dark matter distribution</topic><topic>Galactic clusters</topic><topic>Galaxies</topic><topic>Gravitational lensing shear</topic><topic>Halos</topic><topic>Observational cosmology</topic><topic>Parameter uncertainty</topic><topic>Physics</topic><topic>Red shift</topic><topic>Self-similarity</topic><topic>Stars & galaxies</topic><topic>Weak gravitational lensing</topic><topic>X ray analysis</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Umetsu, Keiichi</creatorcontrib><creatorcontrib>Sereno, Mauro</creatorcontrib><creatorcontrib>Lieu, Maggie</creatorcontrib><creatorcontrib>Miyatake, Hironao</creatorcontrib><creatorcontrib>Medezinski, Elinor</creatorcontrib><creatorcontrib>Nishizawa, Atsushi J.</creatorcontrib><creatorcontrib>Giles, Paul</creatorcontrib><creatorcontrib>Gastaldello, Fabio</creatorcontrib><creatorcontrib>McCarthy, Ian G.</creatorcontrib><creatorcontrib>Kilbinger, Martin</creatorcontrib><creatorcontrib>Birkinshaw, Mark</creatorcontrib><creatorcontrib>Ettori, Stefano</creatorcontrib><creatorcontrib>Okabe, Nobuhiro</creatorcontrib><creatorcontrib>Chiu, I-Non</creatorcontrib><creatorcontrib>Coupon, Jean</creatorcontrib><creatorcontrib>Eckert, Dominique</creatorcontrib><creatorcontrib>Fujita, Yutaka</creatorcontrib><creatorcontrib>Higuchi, Yuichi</creatorcontrib><creatorcontrib>Koulouridis, Elias</creatorcontrib><creatorcontrib>Maughan, Ben</creatorcontrib><creatorcontrib>Miyazaki, Satoshi</creatorcontrib><creatorcontrib>Oguri, Masamune</creatorcontrib><creatorcontrib>Pacaud, Florian</creatorcontrib><creatorcontrib>Pierre, Marguerite</creatorcontrib><creatorcontrib>Rapetti, David</creatorcontrib><creatorcontrib>Smith, Graham P.</creatorcontrib><creatorcontrib>SLAC National Accelerator Lab., Menlo Park, CA (United States)</creatorcontrib><collection>CrossRef</collection><collection>Meteorological & Geoastrophysical Abstracts</collection><collection>Technology Research Database</collection><collection>Aerospace Database</collection><collection>Meteorological & Geoastrophysical Abstracts - Academic</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Hyper Article en Ligne (HAL)</collection><collection>OSTI.GOV - Hybrid</collection><collection>OSTI.GOV</collection><jtitle>Astrophys.J</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Umetsu, Keiichi</au><au>Sereno, Mauro</au><au>Lieu, Maggie</au><au>Miyatake, Hironao</au><au>Medezinski, Elinor</au><au>Nishizawa, Atsushi J.</au><au>Giles, Paul</au><au>Gastaldello, Fabio</au><au>McCarthy, Ian G.</au><au>Kilbinger, Martin</au><au>Birkinshaw, Mark</au><au>Ettori, Stefano</au><au>Okabe, Nobuhiro</au><au>Chiu, I-Non</au><au>Coupon, Jean</au><au>Eckert, Dominique</au><au>Fujita, Yutaka</au><au>Higuchi, Yuichi</au><au>Koulouridis, Elias</au><au>Maughan, Ben</au><au>Miyazaki, Satoshi</au><au>Oguri, Masamune</au><au>Pacaud, Florian</au><au>Pierre, Marguerite</au><au>Rapetti, David</au><au>Smith, Graham P.</au><aucorp>SLAC National Accelerator Lab., Menlo Park, CA (United States)</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Weak-lensing Analysis of X-Ray-selected XXL Galaxy Groups and Clusters with Subaru HSC Data</atitle><jtitle>Astrophys.J</jtitle><stitle>APJ</stitle><addtitle>Astrophys. J</addtitle><date>2020-02-20</date><risdate>2020</risdate><volume>890</volume><issue>2</issue><spage>148</spage><pages>148-</pages><issn>0004-637X</issn><issn>1538-4357</issn><eissn>1538-4357</eissn><abstract>We present a weak-lensing analysis of X-ray galaxy groups and clusters selected from the XMM-XXL survey using the first-year data from the Hyper Suprime-Cam (HSC) Subaru Strategic Program. Our joint weak-lensing and X-ray analysis focuses on 136 spectroscopically confirmed X-ray-selected systems at 0.031 ≤ z ≤ 1.033 detected in the 25 deg2 XXL-N region, which largely overlaps with the HSC-XMM field. With high-quality HSC weak-lensing data, we characterize the mass distributions of individual clusters and establish the concentration-mass (c-M) relation for the XXL sample, by accounting for selection bias and statistical effects and marginalizing over the remaining mass calibration uncertainty. We find the mass-trend parameter of the c-M relation to be and the normalization to be at and z = 0.3. We find no statistical evidence for redshift evolution. Our weak-lensing results are in excellent agreement with dark-matter-only c-M relations calibrated for recent ΛCDM cosmologies. The level of intrinsic scatter in c200 is constrained as ( CL), which is smaller than predicted for the full population of ΛCDM halos. This is likely caused in part by the X-ray selection bias in terms of the cool-core or relaxation state. We determine the temperature-mass (TX-M500) relation for a subset of 105 XXL clusters that have both measured HSC lensing masses and X-ray temperatures. The resulting TX-M500 relation is consistent with the self-similar prediction. Our TX-M500 relation agrees with the XXL DR1 results at group scales but has a slightly steeper mass trend, implying a smaller mass scale in the cluster regime. The overall offset in the TX-M500 relation is at the ∼1.5 level, corresponding to a mean mass offset of . We also provide bias-corrected, weak-lensing-calibrated M200 and M500 mass estimates of individual XXL clusters based on their measured X-ray temperatures.</abstract><cop>Philadelphia</cop><pub>The American Astronomical Society</pub><doi>10.3847/1538-4357/ab6bca</doi><tpages>36</tpages><orcidid>https://orcid.org/0000-0003-2898-0728</orcidid><orcidid>https://orcid.org/0000-0002-7196-4822</orcidid><orcidid>https://orcid.org/0000-0002-1858-277X</orcidid><orcidid>https://orcid.org/0000-0003-3484-399X</orcidid><orcidid>https://orcid.org/0000-0003-2196-6675</orcidid><orcidid>https://orcid.org/0000-0001-7007-2358</orcidid><orcidid>https://orcid.org/0000-0003-0302-0325</orcidid><orcidid>https://orcid.org/0000-0002-1962-904X</orcidid><orcidid>https://orcid.org/0000-0001-9513-7138</orcidid><orcidid>https://orcid.org/0000-0003-0058-9719</orcidid><orcidid>https://orcid.org/0000-0001-7917-3892</orcidid><orcidid>https://orcid.org/0000-0003-4117-8617</orcidid><orcidid>https://orcid.org/0000000321966675</orcidid><orcidid>https://orcid.org/0000000195137138</orcidid><orcidid>https://orcid.org/0000000271964822</orcidid><orcidid>https://orcid.org/000000033484399X</orcidid><orcidid>https://orcid.org/0000000328980728</orcidid><orcidid>https://orcid.org/000000021962904X</orcidid><orcidid>https://orcid.org/0000000303020325</orcidid><orcidid>https://orcid.org/0000000179173892</orcidid><orcidid>https://orcid.org/0000000170072358</orcidid><orcidid>https://orcid.org/000000021858277X</orcidid><orcidid>https://orcid.org/0000000300589719</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext_linktorsrc |
identifier | ISSN: 0004-637X |
ispartof | Astrophys.J, 2020-02, Vol.890 (2), p.148 |
issn | 0004-637X 1538-4357 1538-4357 |
language | eng |
recordid | cdi_proquest_journals_2392599319 |
source | Institute of Physics Open Access Journal Titles |
subjects | ASTRONOMY AND ASTROPHYSICS Astrophysics Bias Calibration Cold dark matter Dark matter distribution Galactic clusters Galaxies Gravitational lensing shear Halos Observational cosmology Parameter uncertainty Physics Red shift Self-similarity Stars & galaxies Weak gravitational lensing X ray analysis |
title | Weak-lensing Analysis of X-Ray-selected XXL Galaxy Groups and Clusters with Subaru HSC Data |
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