Search NASA⌕ Search

DOE OSTI · 1836489

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

Alam, Shadab·Aubert, Marie·Avila, Santiago·Balland, Christophe·Bautista, Julian E.·Bershady, Matthew A.·Bizyaev, Dmitry·Blanton, Michael R.·Bolton, Adam S.·Bovy, Jo·Brinkmann, Jonathan·Brownstein, Joel R.·Burtin, Etienne·Chabanier, Solène·Chapman, Michael J.·Choi, Peter Doohyun·Chuang, Chia-Hsun·Comparat, Johan·Cousinou, Marie-Claude·Cuceu, Andrei·Dawson, Kyle S. (ORCID:0000000205533805)·de la Torre, Sylvain·de Mattia, Arnaud·Agathe, Victoria Sainte·des Bourboux, Hélion Mas·Escoffier, Stephanie·Etourneau, Thomas·Farr, James·Font-Ribera, Andreu·Frinchaboy, Peter M.·Fromenteau, Sebastien·Gil-Marín, Héctor·Le Goff, Jean-Marc·Gonzalez-Morales, Alma X.·Gonzalez-Perez, Violeta·Grabowski, Kathleen·Guy, Julien·Hawken, Adam J.·Hou, Jiamin·Kong, Hui·Parker, James·Klaene, Mark·Kneib, Jean-Paul·Lin, Sicheng·Long, Daniel·Lyke, Brad W.·de la Macorra, Axel·Martini, Paul·Masters, Karen·Mohammad, Faizan G.·Moon, Jeongin·Mueller, Eva-Maria·Muñoz-Gutiérrez, Andrea·Myers, Adam D.·Nadathur, Seshadri·Neveux, Richard·Newman, Jeffrey A.·Noterdaeme, Pasquier·Oravetz, Audrey·Oravetz, Daniel·Palanque-Delabrouille, Nathalie·Pan, Kaike·Paviot, Romain·Percival, Will J.·Pérez-Ràfols, Ignasi·Petitjean, Patrick·Pieri, Matthew M.·Prakash, Abhishek·Raichoor, Anand·Ravoux, Corentin·Rezaie, Mehdi·Rich, James·Ross, Ashley J.·Rossi, Graziano·Ruggeri, Rossana·Ruhlmann-Kleider, Vanina·Sánchez, Ariel G.·Sánchez, F. Javier·Sánchez-Gallego, José R.·Sayres, Conor·Schneider, Donald P.·Seo, Hee-Jong·Shafieloo, Arman·Slosar, Anže·Smith, Alex·Stermer, Julianna·Tamone, Amelie·Tinker, Jeremy L.·Tojeiro, Rita·Vargas-Magaña, Mariana·Variu, Andrei·Wang, Yuting·Weaver, Benjamin A.·Weijmans, Anne-Marie·Yèche, Christophe·Zarrouk, Pauline·Zhao, Cheng·Zhao, Gong-Bo·Zheng, Zheng

Abstract

We present the cosmological implications from final measurements of clustering using galaxies, quasars, and Lyα 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, fσ 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, ΛCDM 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 ΛCDM cosmological model when combined with Planck measurements. The combined BAO and RSD measurements indicate σ 8 =0.85±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 ΛCDM model. Regardless of cosmological model, the precision on each of the three parameters, Ω Λ , H 0 , and σ 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 Ω K =-0.0022±0.0022. The dark energy constraints lead to w 0 =-0.909±0.081 and w a =$-0.49_{-0.30}^{+0.35}$, corresponding to an equation of state of w p =-1.018±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±0.79 km s -1 Mpc -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 ΛCDM model. Our most constraining combination of data gives the upper limit on the sum of neutrino masses at Σm ν <0.115 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, Ω k , Σm ν , H 0 , and σ 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. Finally, 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.

Explore related subjects

Keep this discovery

Explore connections, maps & timelines

BibTeXRIS

Alam, Shadab, Aubert, Marie, Avila, Santiago, Balland, Christophe, Bautista, Julian E., Bershady, Matthew A., Bizyaev, Dmitry, Blanton, Michael R., Bolton, Adam S., Bovy, Jo, Brinkmann, Jonathan, Brownstein, Joel R., Burtin, Etienne, Chabanier, Solène, Chapman, Michael J., Choi, Peter Doohyun, Chuang, Chia-Hsun, Comparat, Johan, Cousinou, Marie-Claude, Cuceu, Andrei, Dawson, Kyle S. (ORCID:0000000205533805), de la Torre, Sylvain, de Mattia, Arnaud, Agathe, Victoria Sainte, des Bourboux, Hélion Mas, Escoffier, Stephanie, Etourneau, Thomas, Farr, James, Font-Ribera, Andreu, Frinchaboy, Peter M., Fromenteau, Sebastien, Gil-Marín, Héctor, Le Goff, Jean-Marc, Gonzalez-Morales, Alma X., Gonzalez-Perez, Violeta, Grabowski, Kathleen, Guy, Julien, Hawken, Adam J., Hou, Jiamin, Kong, Hui, Parker, James, Klaene, Mark, Kneib, Jean-Paul, Lin, Sicheng, Long, Daniel, Lyke, Brad W., de la Macorra, Axel, Martini, Paul, Masters, Karen, Mohammad, Faizan G., Moon, Jeongin, Mueller, Eva-Maria, Muñoz-Gutiérrez, Andrea, Myers, Adam D., Nadathur, Seshadri, Neveux, Richard, Newman, Jeffrey A., Noterdaeme, Pasquier, Oravetz, Audrey, Oravetz, Daniel, Palanque-Delabrouille, Nathalie, Pan, Kaike, Paviot, Romain, Percival, Will J., Pérez-Ràfols, Ignasi, Petitjean, Patrick, Pieri, Matthew M., Prakash, Abhishek, Raichoor, Anand, Ravoux, Corentin, Rezaie, Mehdi, Rich, James, Ross, Ashley J., Rossi, Graziano, Ruggeri, Rossana, Ruhlmann-Kleider, Vanina, Sánchez, Ariel G., Sánchez, F. Javier, Sánchez-Gallego, José R., Sayres, Conor, Schneider, Donald P., Seo, Hee-Jong, Shafieloo, Arman, Slosar, Anže, Smith, Alex, Stermer, Julianna, Tamone, Amelie, Tinker, Jeremy L., Tojeiro, Rita, Vargas-Magaña, Mariana, Variu, Andrei, Wang, Yuting, Weaver, Benjamin A., Weijmans, Anne-Marie, Yèche, Christophe, Zarrouk, Pauline, Zhao, Cheng, Zhao, Gong-Bo, Zheng, Zheng. 2021-04-28. Completed SDSS-IV extended Baryon Oscillation Spectroscopic Survey: Cosmological implications from two decades of spectroscopic surveys at the Apache Point Observatory. https://doi.org/10.1103/physrevd.103.083533

Cite the original work for its findings. Save a collection to share your selection of sources.

KEEP EXPLORING

Related reports

Dust Survival in Galactic Winds

This repository contains three-dimensional volumetric data from an Eulerian hydrodynamical simulation (conducted on a uniform Cartesian grid) generated by the Cholla hydrodynamics code. The datasets contain snapshots (full-grid, projections, and slices) in the HDF5 format of a multi-phase medium in which a hot, diffuse, dust-free background wind accelerates a cool, dense cloud of gas and dust. This scenario is intended to represent a supernova-driven galactic outflow, in which hot supernova winds are thought to accelerate cool interstellar medium material out of the galactic disk into the surrounding circumgalactic medium. There are three separate datasets for simulations corresponding to three cloud evolutionary scenarios: long-term cloud survival (surv), marginal cloud survival (disr), and cloud destruction (dest). Projection and slice images of the simulations are also included in this repository.

79 ASTRONOMY AND ASTROPHYSICS↗

Unraveling TeV halos with the Cherenkov Telescope Array

Pulsars are observed to emit bright and spatially extended gamma-ray emission at multi-TeV energies. These so-called "TeV halos" are now understood to be a nearly universal feature of middle-aged pulsars. However, many of the key physical processes that govern these systems, particularly those affecting particle diffusion, remain poorly constrained. We aim to evaluate the ability of the Cherenkov Telescope Array (CTA) to probe the physical properties of TeV halos, with a focus on the nearby and well-studied case of the Geminga pulsar. We simulate gamma-ray emission from various TeV halo models, incorporating different assumptions for the injected electron spectrum, spin-down evolution, and energy-dependent diffusion. These models are then used to forecast CTA's sensitivity to spectral and spatial differences, based on realistic mock observations and instrument response simulations. We find that CTA will be able to distinguish between a wide range of TeV halo models that are currently consistent with existing data. In particular, CTA observations can constrain the normalization, energy dependence, and spatial extent of the diffusion coefficient surrounding Geminga, as well as the spectral shape of the injected electron population.

79 ASTRONOMY AND ASTROPHYSICS↗