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Completed SDSS-IV extended Baryon Oscillation Spectroscopic Survey: Cosmological implications from two decades of spectroscopic surveys at the Apache Point Observatory

Shadab AlamUniversity of Edinburgh, Edinburgh EH8 9YL, United KingdomM AubertAix Marseille Univ, CNRS/IN2P3, CPPM, Marseille, FranceS. ÀvilaInstituto de Fisica Teorica UAM/CSIC, Universidad Autonoma de Madrid, 28049 Madrid, SpainChristophe BallandSorbonne Université, Université Paris Diderot, CNRS/IN2P3, Laboratoire de Physique Nucléaire et de Hautes Energies, LPNHE, 4 Place Jussieu, F-75252 Paris, FranceJulian BautistaInstitute of Cosmology & Gravitation, University of Portsmouth, Dennis Sciama Building, Burnaby Road, Portsmouth PO1 3FX, United KingdomMatthew A. BershadyDepartment of Astronomy, University of Cape Town, Private Bag X3, Rondebosch 7701, South AfricaDmitry BizyaevSternberg Astronomical Institute, Moscow State University, Moscow, 119992, RussiaMichael R. BlantonCenter for Cosmology and Particle Physics, Department of Physics, New York University, 726 Broadway, Room 1005, New York, New York 10003, USAA. BoltonNSF’s National Optical-Infrared Astronomy Research Laboratory, 950 N. Cherry Ave, Tucson, Arizona 85719 USAJo BovyDepartment of Astronomy and Astrophysics, University of Toronto, Ontario M5S3H4, CanadaJ. BrinkmannApache Point Observatory and New Mexico State University, P.O. Box 59, Sunspot, New Mexico 88349, USAJoel R. BrownsteinUniversity of Utah, Department of Physics and Astronomy, 115 S 1400 E, Salt Lake City, Utah 84112, USAE. BurtinIRFU, CEA, Université Paris-Saclay, F-91191 Gif-sur-Yvette, FranceSolène ChabanierIRFU, CEA, Université Paris-Saclay, F-91191 Gif-sur-Yvette, FranceMichael J. ChapmanDepartment of Physics and Astronomy, University of Waterloo, 200 University Ave W, Waterloo, Ontario N2L 3G1, CanadaPeter Doohyun ChoiDepartment of Physics and Astronomy, Sejong University, Seoul, 143-747, KoreaChia-Hsun ChuangKavli Institute for Particle Astrophysics and Cosmology, Stanford 94305, USAJohan ComparatMax-Planck-Institut für extraterrestrische Physik (MPE), Giessenbachstrasse 1, D-85748 Garching bei München, GermanyMarie-Claude CousinouAix Marseille Univ, CNRS/IN2P3, CPPM, Marseille, FranceAndrei CuceuUniversity College London, WC1E 6BT London, United KingdomKyle DawsonUniversity of Utah, Department of Physics and Astronomy, 115 S 1400 E, Salt Lake City, Utah 84112, USASylvain de la TorreAix Marseille Univ, CNRS, CNES, LAM, Marseille, FranceArnaud de MattiaIRFU, CEA, Université Paris-Saclay, F-91191 Gif-sur-Yvette, FranceVictoria de Sainte AgatheSorbonne Université, Université Paris Diderot, CNRS/IN2P3, Laboratoire de Physique Nucléaire et de Hautes Energies, LPNHE, 4 Place Jussieu, F-75252 Paris, FranceHélion du Mas des BourbouxUniversity of Utah, Department of Physics and Astronomy, 115 S 1400 E, Salt Lake City, Utah 84112, USAS. EscoffierAix Marseille Univ, CNRS/IN2P3, CPPM, Marseille, FranceThomas EtourneauIRFU, CEA, Université Paris-Saclay, F-91191 Gif-sur-Yvette, FranceJames R. FarrUniversity College London, WC1E 6BT London, United KingdomAndreu Font-RiberaInstitut de Física dAltes Energies, The Barcelona Institute of Science and Technology, Campus UAB, 08193 Bellaterra (Barcelona), SpainPeter M. FrinchaboyDepartment of Physics & Astronomy, Texas Christian University, Fort Worth, Texas 76129, USAS. FromenteauICFUNAM—Instituto de Ciencias Físicas, Universidad Nacional Autónoma de México, 62210 Cuernavaca, Mor., MéxicoHéctor Gil-MarínICC, University of Barcelona, IEEC-UB, Martí i Franquès, 1, E08028 Barcelona, SpainJean-Marc Le GoffIRFU, CEA, Université Paris-Saclay, F-91191 Gif-sur-Yvette, FranceAlma X. Gonzalez-MoralesConsejo Nacional de Ciencia y Tecnología, Av. Insurgentes Sur 1582. Colonia Crédito Constructor, Del. Benito Juárez, C.P. 03940, México D.F. MéxicoVioleta González-PérezInstitute of Cosmology & Gravitation, University of Portsmouth, Dennis Sciama Building, Burnaby Road, Portsmouth PO1 3FX, United KingdomKathleen GrabowskiApache Point Observatory and New Mexico State University, P.O. Box 59, Sunspot, New Mexico 88349, USAJulien GuyLawrence Berkeley National Laboratory, Berkeley, California 94720, USAA. J. HawkenAix Marseille Univ, CNRS/IN2P3, CPPM, Marseille, FranceJiamin HouMax-Planck-Institut für extraterrestrische Physik (MPE), Giessenbachstrasse 1, D-85748 Garching bei München, GermanyHui KongCenter for Cosmology and AstroParticle Physics, The Ohio State University, Columbus, Ohio 43212, USAJ.R. ParkerApache Point Observatory and New Mexico State University, P.O. Box 59, Sunspot, New Mexico 88349, USAMark A. KlaeneApache Point Observatory and New Mexico State University, P.O. Box 59, Sunspot, New Mexico 88349, USAJean‐Paul KneibInstitute of Physics, Laboratory of Astrophysics, Ecole Polytechnique Fdrale de Lausanne (EPFL), Observatoire de Sauverny, 1290 Versoix, SwitzerlandS. Y. LinCenter for Cosmology and Particle Physics, Department of Physics, New York University, 726 Broadway, Room 1005, New York, New York 10003, USADaniel W. LongApache Point Observatory and New Mexico State University, P.O. Box 59, Sunspot, New Mexico 88349, USABrad W. LykeDepartment of Physics and Astronomy, University of Wyoming, Laramie, Wyoming 82071, USAAxel de la MacorraIFUNAM—Instituto de Física, Universidad Nacional Autónoma de México, 04510 CDMX, MéxicoPaul MartiniCenter for Cosmology and AstroParticle Physics, The Ohio State University, Columbus, Ohio 43212, USAKaren L. MastersHaverford College, 370 Lancaster Ave, Haverford, Pennsylvania 19041, USAFaizan G MohammadDepartment of Physics and Astronomy, University of Waterloo, 200 University Ave W, Waterloo, Ontario N2L 3G1, CanadaJeongin MoonDepartment of Physics and Astronomy, Sejong University, Seoul, 143-747, KoreaEva-Maria MuellerSub-department of Astrophysics, Department of Physics, University of Oxford, Denys Wilkinson Building, Keble Road, Oxford OX1 3RHA. Muñoz-GutiérrezIFUNAM—Instituto de Física, Universidad Nacional Autónoma de México, 04510 CDMX, MéxicoAdam D. MyersDepartment of Physics and Astronomy, University of Wyoming, Laramie, Wyoming 82071, USAS. NadathurInstitute of Cosmology & Gravitation, University of Portsmouth, Dennis Sciama Building, Burnaby Road, Portsmouth PO1 3FX, United KingdomRichard NeveuxIRFU, CEA, Université Paris-Saclay, F-91191 Gif-sur-Yvette, FranceJeffrey A. NewmanUniversity of Pittsburgh and PITT PACC, Pittsburgh, Pennsylvania 15260, USAP. NoterdaemeInstitut d’Astrophysique de Paris, CNRS & Sorbonne University, UMR 7095, 98bis bd Arago, 75014 Paris, FranceAudrey OravetzApache Point Observatory and New Mexico State University, P.O. Box 59, Sunspot, New Mexico 88349, USADaniel OravetzApache Point Observatory and New Mexico State University, P.O. Box 59, Sunspot, New Mexico 88349, USAN. Palanque‐DelabrouilleIRFU, CEA, Université Paris-Saclay, F-91191 Gif-sur-Yvette, FranceKaike PanApache Point Observatory and New Mexico State University, P.O. Box 59, Sunspot, New Mexico 88349, USARomain PaviotAix Marseille Univ, CNRS, CNES, LAM, Marseille, FranceWill J. PercivalDepartment of Physics and Astronomy, University of Waterloo, 200 University Ave W, Waterloo, Ontario N2L 3G1, CanadaIgnasi Pérez-RàfolsSorbonne Université, Université Paris Diderot, CNRS/IN2P3, Laboratoire de Physique Nucléaire et de Hautes Energies, LPNHE, 4 Place Jussieu, F-75252 Paris, FrancePatrick PetitjeanInstitut d’Astrophysique de Paris, CNRS & Sorbonne University, UMR 7095, 98bis bd Arago, 75014 Paris, FranceMatthew M. PieriAix Marseille Univ, CNRS, CNES, LAM, Marseille, FranceAbhishek PrakashCalifornia Institute of Technology, Pasadena, California 91125, USAAnand RaichoorInstitute of Physics, Laboratory of Astrophysics, Ecole Polytechnique Fdrale de Lausanne (EPFL), Observatoire de Sauverny, 1290 Versoix, SwitzerlandC. RavouxIRFU, CEA, Université Paris-Saclay, F-91191 Gif-sur-Yvette, FranceMehdi RezaieDepartment of Physics and Astronomy, Ohio University, Clippinger Labs, Athens, Ohio 45701, USAJames RichIRFU, CEA, Université Paris-Saclay, F-91191 Gif-sur-Yvette, FranceA.J. RossCenter for Cosmology and AstroParticle Physics, The Ohio State University, Columbus, Ohio 43212, USAGraziano RossiDepartment of Physics and Astronomy, Sejong University, Seoul, 143-747, KoreaRossana RuggeriInstitute of Cosmology & Gravitation, University of Portsmouth, Dennis Sciama Building, Burnaby Road, Portsmouth PO1 3FX, United KingdomV. Ruhlmann-KleiderIRFU, CEA, Université Paris-Saclay, F-91191 Gif-sur-Yvette, FranceAriel G. SánchezMax-Planck-Institut für extraterrestrische Physik (MPE), Giessenbachstrasse 1, D-85748 Garching bei München, GermanyJavier SánchezFermi National Accelerator Laboratory, Batavia, Illinois 60510, USAJosé Sánchez-GallegoDepartment of Astronomy, University of Washington, Box 351580, Seattle, Washington 98195, USAConor SayresUniversity of Washington, Seattle, Washington 98195, USADonald P. SchneiderInstitute for Gravitation and the Cosmos, The Pennsylvania State University, University Park, Pennsylvania 16802, USAHee‐Jong SeoDepartment of Physics and Astronomy, Ohio University, Clippinger Labs, Athens, Ohio 45701, USAArman ShafielooKorea Astronomy and Space Science Institute, Daejeon 34055, KoreaAnže SlosarBrookhaven National Laboratory, Upton, New York 11973, USAA. G. SmithIRFU, CEA, Université Paris-Saclay, F-91191 Gif-sur-Yvette, FranceJulianna StermerSorbonne Université, Université Paris Diderot, CNRS/IN2P3, Laboratoire de Physique Nucléaire et de Hautes Energies, LPNHE, 4 Place Jussieu, F-75252 Paris, FranceAmélie TamoneInstitute of Physics, Laboratory of Astrophysics, Ecole Polytechnique Fdrale de Lausanne (EPFL), Observatoire de Sauverny, 1290 Versoix, SwitzerlandJeremy L. TinkerNew York University, New York, New York 10003, USARita TojeiroSchool of Physics and Astronomy, University of St Andrews, North Haugh, St Andrews, KY16 9SS, United KingdomM. Vargas-MagañaIFUNAM—Instituto de Física, Universidad Nacional Autónoma de México, 04510 CDMX, MéxicoAndrei VariuInstitute of Physics, Laboratory of Astrophysics, Ecole Polytechnique Fdrale de Lausanne (EPFL), Observatoire de Sauverny, 1290 Versoix, SwitzerlandYuting WangNational Astronomical Observatories of China, Chinese Academy of Sciences, 20A Datun Road, Chaoyang District, Beijing 100012, ChinaBenjamin Alan WeaverNSF’s National Optical-Infrared Astronomy Research Laboratory, 950 N. Cherry Ave, Tucson, Arizona 85719 USAAnne-Marie WeijmansSchool of Physics and Astronomy, University of St Andrews, North Haugh, St Andrews, KY16 9SS, United KingdomChristophe YècheIRFU, CEA, Université Paris-Saclay, F-91191 Gif-sur-Yvette, FrancePauline ZarroukIRFU, CEA, Université Paris-Saclay, F-91191 Gif-sur-Yvette, FranceCheng ZhaoInstitute of Physics, Laboratory of Astrophysics, Ecole Polytechnique Fdrale de Lausanne (EPFL), Observatoire de Sauverny, 1290 Versoix, SwitzerlandGong‐Bo ZhaoNational Astronomical Observatories of China, Chinese Academy of Sciences, 20A Datun Road, Chaoyang District, Beijing 100012, ChinaZheng ZhengUniversity of Utah, Department of Physics and Astronomy, 115 S 1400 E, Salt Lake City, Utah 84112, USA
2021en
ABI

Abstract

We present the cosmological implications from final measurements of clustering using galaxies, quasars, and $\mathrm{Ly}\ensuremath{\alpha}$ forests from the completed Sloan Digital Sky Survey (SDSS) lineage of experiments in large-scale structure. These experiments, composed of data from SDSS, SDSS-II, BOSS, and eBOSS, offer independent measurements of baryon acoustic oscillation (BAO) measurements of angular-diameter distances and Hubble distances relative to the sound horizon, ${r}_{d}$, from eight different samples and six measurements of the growth rate parameter, $f{\ensuremath{\sigma}}_{8}$, from redshift-space distortions (RSD). This composite sample is the most constraining of its kind and allows us to perform a comprehensive assessment of the cosmological model after two decades of dedicated spectroscopic observation. We show that the BAO data alone are able to rule out dark-energy-free models at more than eight standard deviations in an extension to the flat, $\mathrm{\ensuremath{\Lambda}}\mathrm{CDM}$ model that allows for curvature. When combined with Planck Cosmic Microwave Background (CMB) measurements of temperature and polarization, under the same model, the BAO data provide nearly an order of magnitude improvement on curvature constraints relative to primary CMB constraints alone. Independent of distance measurements, the SDSS RSD data complement weak lensing measurements from the Dark Energy Survey (DES) in demonstrating a preference for a flat $\mathrm{\ensuremath{\Lambda}}\mathrm{CDM}$ cosmological model when combined with Planck measurements. The combined BAO and RSD measurements indicate ${\ensuremath{\sigma}}_{8}=0.85\ifmmode\pm\else\textpm\fi{}0.03$, implying a growth rate that is consistent with predictions from Planck temperature and polarization data and with General Relativity. When combining the results of SDSS BAO and RSD, Planck, Pantheon Type Ia supernovae (SNe Ia), and DES weak lensing and clustering measurements, all multiple-parameter extensions remain consistent with a $\mathrm{\ensuremath{\Lambda}}\mathrm{CDM}$ model. Regardless of cosmological model, the precision on each of the three parameters, ${\mathrm{\ensuremath{\Omega}}}_{\mathrm{\ensuremath{\Lambda}}}$, ${H}_{0}$, and ${\ensuremath{\sigma}}_{8}$, remains at roughly 1%, showing changes of less than 0.6% in the central values between models. In a model that allows for free curvature and a time-evolving equation of state for dark energy, the combined samples produce a constraint ${\mathrm{\ensuremath{\Omega}}}_{k}=\ensuremath{-}0.0022\ifmmode\pm\else\textpm\fi{}0.0022$. The dark energy constraints lead to ${w}_{0}=\ensuremath{-}0.909\ifmmode\pm\else\textpm\fi{}0.081$ and ${w}_{a}=\ensuremath{-}0.4{9}_{\ensuremath{-}0.30}^{+0.35}$, corresponding to an equation of state of ${w}_{p}=\ensuremath{-}1.018\ifmmode\pm\else\textpm\fi{}0.032$ at a pivot redshift ${z}_{p}=0.29$ and a Dark Energy Task Force Figure of Merit of 94. The inverse distance ladder measurement under this model yields ${H}_{0}=68.18\ifmmode\pm\else\textpm\fi{}0.79\text{ }\text{ }\mathrm{km}\text{ }{\mathrm{s}}^{\ensuremath{-}1}\text{ }{\mathrm{Mpc}}^{\ensuremath{-}1}$, remaining in tension with several direct determination methods; the BAO data allow Hubble constant estimates that are robust against the assumption of the cosmological model. In addition, the BAO data allow estimates of ${H}_{0}$ that are independent of the CMB data, with similar central values and precision under a $\mathrm{\ensuremath{\Lambda}}\mathrm{CDM}$ model. Our most constraining combination of data gives the upper limit on the sum of neutrino masses at $\ensuremath{\sum}{m}_{\ensuremath{\nu}}<0.115\text{ }\text{ }\mathrm{eV}$ (95% confidence). Finally, we consider the improvements in cosmology constraints over the last decade by comparing our results to a sample representative of the period 2000--2010. We compute the relative gain across the five dimensions spanned by $w$, ${\mathrm{\ensuremath{\Omega}}}_{k}$, $\ensuremath{\sum}{m}_{\ensuremath{\nu}}$, ${H}_{0}$, and ${\ensuremath{\sigma}}_{8}$ and find that the SDSS BAO and RSD data reduce the total posterior volume by a factor of 40 relative to the previous generation. Adding again the Planck, DES, and Pantheon SN Ia samples leads to an overall contraction in the five-dimensional posterior volume of 3 orders of magnitude.

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