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The Atacama Cosmology Telescope: Combined kinematic and thermal Sunyaev-Zel'dovich measurements from BOSS CMASS and LOWZ halos
The scattering of cosmic microwave background (CMB) photons off the free-electron gas in galaxies and clusters leaves detectable imprints on high resolution CMB maps: the thermal and kinematic Sunyaev-Zel'dovich effects (tSZ and kSZ respectively). We use combined microwave maps from the Atacama...
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creator | Schaan, Emmanuel Ferraro, Simone Amodeo, Stefania Battaglia, Nick Aiola, Simone Austermann, Jason E Beall, James A Bean, Rachel Becker, Daniel T Bond, Richard J Calabrese, Erminia Calafut, Victoria Choi, Steve K Denison, Edward V Devlin, Mark J Duff, Shannon M Duivenvoorden, Adriaan J Dunkley, Jo Dünner, Rolando Gallardo, Patricio A Guan, Yilun Han, Dongwon Hill, J Colin Hilton, Gene C Hilton, Matt Hložek, Renée Hubmayr, Johannes Huffenberger, Kevin M Hughes, John P Koopman, Brian J MacInnis, Amanda McMahon, Jeff Madhavacheril, Mathew S Moodley, Kavilan Mroczkowski, Tony Naess, Sigurd Nati, Federico Newburgh, Laura B Niemack, Michael D Page, Lyman A Partridge, Bruce Salatino, Maria Sehgal, Neelima Schillaci, Alessandro Sifón, Cristóbal Smith, Kendrick M Spergel, David N Staggs, Suzanne Storer, Emilie R Trac, Hy Ullom, Joel N Jeff Van Lanen Vale, Leila R Alexander van Engelen Mariana Vargas Magaña Vavagiakis, Eve M Wollack, Edward J Xu, Zhilei |
description | The scattering of cosmic microwave background (CMB) photons off the free-electron gas in galaxies and clusters leaves detectable imprints on high resolution CMB maps: the thermal and kinematic Sunyaev-Zel'dovich effects (tSZ and kSZ respectively). We use combined microwave maps from the Atacama Cosmology Telescope (ACT) DR5 and Planck in combination with the CMASS and LOWZ galaxy catalogs from the Baryon Oscillation Spectroscopic Survey (BOSS DR10 and DR12), to study the gas associated with these galaxy groups. Using individual reconstructed velocities, we perform a stacking analysis and reject the no-kSZ hypothesis at 6.5\(\sigma\), the highest significance to date. This directly translates into a measurement of the electron number density profile, and thus of the gas density profile. Despite the limited signal to noise, the measurement shows at high significance that the gas density profile is more extended than the dark matter density profile, for any reasonable baryon abundance (formally \(>90\sigma\) for the cosmic baryon abundance). We simultaneously measure the tSZ signal, i.e. the electron thermal pressure profile of the same CMASS objects, and reject the no-tSZ hypothesis at 10\(\sigma\). We combine tSZ and kSZ measurements to estimate the electron temperature to 20% precision in several aperture bins, and find it comparable to the virial temperature. In a companion paper, we analyze these measurements to constrain the gas thermodynamics and the properties of feedback inside galaxy groups. We present the corresponding LOWZ measurements in this paper, ruling out a null kSZ (tSZ) signal at 2.9 (13.9)\(\sigma\), and leave their interpretation to future work. Our stacking software ThumbStack is publicly available at https://github.com/EmmanuelSchaan/ThumbStack and directly applicable to future Simons Observatory and CMB-S4 data. |
doi_str_mv | 10.48550/arxiv.2009.05557 |
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We use combined microwave maps from the Atacama Cosmology Telescope (ACT) DR5 and Planck in combination with the CMASS and LOWZ galaxy catalogs from the Baryon Oscillation Spectroscopic Survey (BOSS DR10 and DR12), to study the gas associated with these galaxy groups. Using individual reconstructed velocities, we perform a stacking analysis and reject the no-kSZ hypothesis at 6.5\(\sigma\), the highest significance to date. This directly translates into a measurement of the electron number density profile, and thus of the gas density profile. Despite the limited signal to noise, the measurement shows at high significance that the gas density profile is more extended than the dark matter density profile, for any reasonable baryon abundance (formally \(>90\sigma\) for the cosmic baryon abundance). We simultaneously measure the tSZ signal, i.e. the electron thermal pressure profile of the same CMASS objects, and reject the no-tSZ hypothesis at 10\(\sigma\). We combine tSZ and kSZ measurements to estimate the electron temperature to 20% precision in several aperture bins, and find it comparable to the virial temperature. In a companion paper, we analyze these measurements to constrain the gas thermodynamics and the properties of feedback inside galaxy groups. We present the corresponding LOWZ measurements in this paper, ruling out a null kSZ (tSZ) signal at 2.9 (13.9)\(\sigma\), and leave their interpretation to future work. 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We use combined microwave maps from the Atacama Cosmology Telescope (ACT) DR5 and Planck in combination with the CMASS and LOWZ galaxy catalogs from the Baryon Oscillation Spectroscopic Survey (BOSS DR10 and DR12), to study the gas associated with these galaxy groups. Using individual reconstructed velocities, we perform a stacking analysis and reject the no-kSZ hypothesis at 6.5\(\sigma\), the highest significance to date. This directly translates into a measurement of the electron number density profile, and thus of the gas density profile. Despite the limited signal to noise, the measurement shows at high significance that the gas density profile is more extended than the dark matter density profile, for any reasonable baryon abundance (formally \(>90\sigma\) for the cosmic baryon abundance). We simultaneously measure the tSZ signal, i.e. the electron thermal pressure profile of the same CMASS objects, and reject the no-tSZ hypothesis at 10\(\sigma\). We combine tSZ and kSZ measurements to estimate the electron temperature to 20% precision in several aperture bins, and find it comparable to the virial temperature. In a companion paper, we analyze these measurements to constrain the gas thermodynamics and the properties of feedback inside galaxy groups. We present the corresponding LOWZ measurements in this paper, ruling out a null kSZ (tSZ) signal at 2.9 (13.9)\(\sigma\), and leave their interpretation to future work. Our stacking software ThumbStack is publicly available at https://github.com/EmmanuelSchaan/ThumbStack and directly applicable to future Simons Observatory and CMB-S4 data.</description><subject>Apertures</subject><subject>Astronomical catalogs</subject><subject>Baryons</subject><subject>Cosmic microwave background</subject><subject>Cosmology</subject><subject>Dark matter</subject><subject>Electron energy</subject><subject>Electron gas</subject><subject>Free electrons</subject><subject>Galactic clusters</subject><subject>Galaxies</subject><subject>Gas density</subject><subject>Halos</subject><subject>Hypotheses</subject><subject>Kinematics</subject><subject>Noise measurement</subject><subject>Sky surveys 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Hill, J Colin ; Hilton, Gene C ; Hilton, Matt ; Hložek, Renée ; Hubmayr, Johannes ; Huffenberger, Kevin M ; Hughes, John P ; Koopman, Brian J ; MacInnis, Amanda ; McMahon, Jeff ; Madhavacheril, Mathew S ; Moodley, Kavilan ; Mroczkowski, Tony ; Naess, Sigurd ; Nati, Federico ; Newburgh, Laura B ; Niemack, Michael D ; Page, Lyman A ; Partridge, Bruce ; Salatino, Maria ; Sehgal, Neelima ; Schillaci, Alessandro ; Sifón, Cristóbal ; Smith, Kendrick M ; Spergel, David N ; Staggs, Suzanne ; Storer, Emilie R ; Trac, Hy ; Ullom, Joel N ; Jeff Van Lanen ; Vale, Leila R ; Alexander van Engelen ; Mariana Vargas Magaña ; Vavagiakis, Eve M ; Wollack, Edward J ; Xu, Zhilei</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a527-c32162ce3dc5d12d745cae9e7214bfd4a29be7b474fc02a25673ed2c00c94c433</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Apertures</topic><topic>Astronomical 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Hy</creatorcontrib><creatorcontrib>Ullom, Joel N</creatorcontrib><creatorcontrib>Jeff Van Lanen</creatorcontrib><creatorcontrib>Vale, Leila R</creatorcontrib><creatorcontrib>Alexander van Engelen</creatorcontrib><creatorcontrib>Mariana Vargas Magaña</creatorcontrib><creatorcontrib>Vavagiakis, Eve M</creatorcontrib><creatorcontrib>Wollack, Edward J</creatorcontrib><creatorcontrib>Xu, Zhilei</creatorcontrib><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>Technology Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Engineering Collection</collection><collection>Engineering Database</collection><collection>Publicly Available Content Database (Proquest) (PQ_SDU_P3)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Engineering collection</collection><jtitle>arXiv.org</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Schaan, Emmanuel</au><au>Ferraro, Simone</au><au>Amodeo, Stefania</au><au>Battaglia, Nick</au><au>Aiola, Simone</au><au>Austermann, Jason E</au><au>Beall, James A</au><au>Bean, Rachel</au><au>Becker, Daniel T</au><au>Bond, Richard J</au><au>Calabrese, Erminia</au><au>Calafut, Victoria</au><au>Choi, Steve K</au><au>Denison, Edward V</au><au>Devlin, Mark J</au><au>Duff, Shannon M</au><au>Duivenvoorden, Adriaan J</au><au>Dunkley, Jo</au><au>Dünner, Rolando</au><au>Gallardo, Patricio A</au><au>Guan, Yilun</au><au>Han, Dongwon</au><au>Hill, J Colin</au><au>Hilton, Gene C</au><au>Hilton, Matt</au><au>Hložek, Renée</au><au>Hubmayr, Johannes</au><au>Huffenberger, Kevin M</au><au>Hughes, John P</au><au>Koopman, Brian J</au><au>MacInnis, Amanda</au><au>McMahon, Jeff</au><au>Madhavacheril, Mathew S</au><au>Moodley, Kavilan</au><au>Mroczkowski, Tony</au><au>Naess, Sigurd</au><au>Nati, Federico</au><au>Newburgh, Laura B</au><au>Niemack, Michael D</au><au>Page, Lyman A</au><au>Partridge, Bruce</au><au>Salatino, Maria</au><au>Sehgal, Neelima</au><au>Schillaci, Alessandro</au><au>Sifón, Cristóbal</au><au>Smith, Kendrick M</au><au>Spergel, David N</au><au>Staggs, Suzanne</au><au>Storer, Emilie R</au><au>Trac, Hy</au><au>Ullom, Joel N</au><au>Jeff Van Lanen</au><au>Vale, Leila R</au><au>Alexander van Engelen</au><au>Mariana Vargas Magaña</au><au>Vavagiakis, Eve M</au><au>Wollack, Edward J</au><au>Xu, Zhilei</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The Atacama Cosmology Telescope: Combined kinematic and thermal Sunyaev-Zel'dovich measurements from BOSS CMASS and LOWZ halos</atitle><jtitle>arXiv.org</jtitle><date>2021-02-16</date><risdate>2021</risdate><eissn>2331-8422</eissn><abstract>The scattering of cosmic microwave background (CMB) photons off the free-electron gas in galaxies and clusters leaves detectable imprints on high resolution CMB maps: the thermal and kinematic Sunyaev-Zel'dovich effects (tSZ and kSZ respectively). We use combined microwave maps from the Atacama Cosmology Telescope (ACT) DR5 and Planck in combination with the CMASS and LOWZ galaxy catalogs from the Baryon Oscillation Spectroscopic Survey (BOSS DR10 and DR12), to study the gas associated with these galaxy groups. Using individual reconstructed velocities, we perform a stacking analysis and reject the no-kSZ hypothesis at 6.5\(\sigma\), the highest significance to date. This directly translates into a measurement of the electron number density profile, and thus of the gas density profile. Despite the limited signal to noise, the measurement shows at high significance that the gas density profile is more extended than the dark matter density profile, for any reasonable baryon abundance (formally \(>90\sigma\) for the cosmic baryon abundance). We simultaneously measure the tSZ signal, i.e. the electron thermal pressure profile of the same CMASS objects, and reject the no-tSZ hypothesis at 10\(\sigma\). We combine tSZ and kSZ measurements to estimate the electron temperature to 20% precision in several aperture bins, and find it comparable to the virial temperature. In a companion paper, we analyze these measurements to constrain the gas thermodynamics and the properties of feedback inside galaxy groups. We present the corresponding LOWZ measurements in this paper, ruling out a null kSZ (tSZ) signal at 2.9 (13.9)\(\sigma\), and leave their interpretation to future work. Our stacking software ThumbStack is publicly available at https://github.com/EmmanuelSchaan/ThumbStack and directly applicable to future Simons Observatory and CMB-S4 data.</abstract><cop>Ithaca</cop><pub>Cornell University Library, arXiv.org</pub><doi>10.48550/arxiv.2009.05557</doi><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | EISSN: 2331-8422 |
ispartof | arXiv.org, 2021-02 |
issn | 2331-8422 |
language | eng |
recordid | cdi_proquest_journals_2442450547 |
source | Publicly Available Content Database (Proquest) (PQ_SDU_P3) |
subjects | Apertures Astronomical catalogs Baryons Cosmic microwave background Cosmology Dark matter Electron energy Electron gas Free electrons Galactic clusters Galaxies Gas density Halos Hypotheses Kinematics Noise measurement Sky surveys (astronomy) Stacking |
title | The Atacama Cosmology Telescope: Combined kinematic and thermal Sunyaev-Zel'dovich measurements from BOSS CMASS and LOWZ halos |
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