eboss Lyman-α Forest Cosmology

Size: px
Start display at page:

Download "eboss Lyman-α Forest Cosmology"

Transcription

1 Moriond Cosmology Conference, La Thuile, 18th March 2018 eboss Lyman-α Forest Cosmology Matthew Pieri and BOSS & eboss Lyα Working Groups

2 Quasar Spectra and Lyman α Forest Quasar Intergalactic medium Line-of-sight probe of the IGM Gas with traces dark matter on large scales Largely photoionized HI / 1.7 H and Departures from this UV background modulation Strong lines f = CF = Ce HI credit: Andrew Pontzen Small scale physics metal absorption

3 Quasar Spectra and Lyman α Forest Quasar Intergalactic medium Line-of-sight probe of the IGM Gas with traces dark matter on large scales Largely photoionized HI / 1.7 H and Departures from this UV background modulation Strong lines f = CF = Ce HI credit: Andrew Pontzen Small scale physics metal absorption

4 Quasar Spectra and Lyman α Forest Quasar Intergalactic medium Line-of-sight probe of the IGM Gas with traces dark matter on large scales Largely photoionized HI / 1.7 H and Departures from this UV background modulation Strong lines f = CF = Ce HI credit: Andrew Pontzen Small scale physics metal absorption

5 Baryon Acoustic Oscillations A useful ruler on the sky measured in the CMB (Eisenstein et al 2005, Cole et al. 2005) Trace expansion over time BIG ~100 Mpc/h comoving credit: David Kirkby

6 Baryon Acoustic Oscillations A useful ruler on the sky measured in the CMB (Eisenstein et al 2005, Cole et al. 2005) Trace expansion over time BIG ~100 Mpc/h comoving credit: David Kirkby

7 Baryon Acoustic Oscillations A useful ruler on the sky measured in the CMB (Eisenstein et al 2005, Cole et al. 2005) Trace expansion over time BIG ~100 Mpc/h comoving credit: David Kirkby

8 The Sloan Digital Sky Survey III and IV Dedicated 2.5m SDSS telescope at Apache Point, New Mexico, USA 1000 fibres per field Spectral resolution R = 2000 SDSS-III/BOSS SDSS-IV/eBOSS Final BOSS sample: 158k analysis quasars with z > 2.1

9 Measuring Structure in the Lyman α Forest Measure continuum to obtain delta (z) = f C F 1 Adds line of sight distortion So only small-scales possible along LOS (e.g. McDonald et al 2004) High quasar densities and 3D needed to get large scales

10 First Detection of BAO in the Lya Forest First year measure of large-scale 3D (Slosar et al. 2011) 1st BAO in Data Release 9 (Busca et al and Slosar et al. 2013) Also BAO in quasar-lyα forest cross-correlation (Font-Ribera et al 2014)

11 Line of Sight Separations and Redshift Space Distortions Sum over all pairs of deltas (A) = X i,j2a note that w ij i j µ = r k r r rǁ μ μ

12 BOSS-Lyα Forest Mocks Mocks needed To test analysis and potential systematics Not to provide covarience matrix Gaussian Random Fields not N-body Same GRF to draw quasar positions gives Lyα auto and quasar-lyα cross Currently two sets of mocks being developed by Etourneau & Le Goff and Farr & Font

13 DR12 Lyα Forest Autocorrelation V near LOS Near LOS Intermediate to LOS Transverse to LOS Bautista et al (2017)

14 DR12 QSO-Lyα Cross-correlation V near LOS Near LOS Intermediate to LOS Transverse to LOS du Mas des Bourboux et al (2017)

15 DR12 Cosmological Constraints Hubble param Angular diameter distance 2.3sig tension with Planck-based models

16 extendedboss (eboss) Emission line galaxies, new LRGs (see Julian s talk) New quasar sample - no z cut ~500k quasars between 1<z<2 New quasars z>2 for Lyα BAO Also boost to S/N of faint z>2 quasars from BOSS eboss Lyα analysis sample growth in numbers: BOSS (DR12) eboss now (DR14) eboss end (DR16) Lyα auto 158k 174k (+16k reobs) ~194k (+36k reobs) Quasar-Lyα Cross 234k 266k (+16k reobs) ~306 (+36 reobs)

17 Intermediate Redshift Quasars Sample for clustering BAO (see Hector and Pauline s talks) Lyα Forest not observable but carbon-iv forest is New potential BAO tracer (MP 2014) Weaker signal but higher quasar number density Potential contaminant of Lyα BAO CIV interesting in its own right Lyα forest carbon forest MP (2014)

18 Carbon Absorption BAO 1st Measurement (Blomqvist et al 2018) Marginal (1.7sig) BAO detection with ~9% precision Final eboss: ~7% precision Final DESI: 3% precision Value: redshift overlap with galaxy clustering to confirm consistency

19 More Tracers in Data More Lyα forest at lower wavelengths in the Lyman-β forest For use in both the Lyα auto and quasar-lyα cross

20 DR14 Sample Growth (including Lyman-β) Lyα Auto: mean improvement 0.64 Quasar-Lyα Cross: mean improvement 0.59 De Sainte Agathe et al in prep Blomqvist et al in prep

21 More Tracers in Data More Lyα forest at lower wavelengths in the Lyman-β forest For use in both the Lyα auto and quasar-lyα cross Magnesium-II absorption to z>0.3 and and crosscorrelation with CMASS, LRG, QSO. Tentative BAO measurement Galaxies in absorption

22 BAO from Galaxies in Absorption Connection between DLAs & galaxies is standard Sample Parks et al (2017) Strong and blended Lyα are circumgalactic Discovered from metals in composite spectra (MP , MP ) Confirmed in Lyman break galaxy comparison Further supported by bias similar to DLAs

23 BAO from Galaxies in Absorption Preliminary and not including all data DLA SLA 7% on par BAO 9% on perp BAO 5% on par BAO V near LOS Near LOS 8% on perp BAO Combined gives competitive constraints on par BAO (Hubble param).. but 25% covariance with the Lyα Auto Intermediate to LOS Blomqvist et al in prep Transverse to LOS

24 Cosmology with 1D Power spectrum 1D power a probe of light particles Like neutrinos Σm ν < 0.12 ev (BOSS + CMB; Palanaque-Delabrouille ) Σm ν < 0.14 ev (BOSS + XQ100 + CMB; Yèche )

25 Cosmology with 1D Power spectrum 1D power a probe of light particles Like neutrinos Σm ν < 0.12 ev (BOSS + CMB; Palanaque-Delabrouille ) Σm ν < 0.14 ev (BOSS + XQ100 + CMB; Yèche ) And Warm dark matter Pure WDM Mixed DM Sterile neutrino Baur + (2016, 2017) In tension with excess X-ray emission from galaxies Pure CDM CDM-like HDM-like

26 Next Generation Massive IGM Surveys DESI BAO error WEAVE BAO error

27 Summary Intergalactic gas in quasar absorption a large scale structure tracer Probe BAO in 2 key measurements: Hydrogen Lyα forest auto-correlation & the cross with quasars Final BOSS results indicate >2.3 sigma tension with Planck based concordance cosmology eboss key analyses ongoing, but significant boost in data Carbon forest BAO at intermediate z - potential for cross checks Push to use all absorption tracers including promising use of galaxies in absorption

Lyman-α Cosmology with BOSS Julián Bautista University of Utah. Rencontres du Vietnam Cosmology 2015

Lyman-α Cosmology with BOSS Julián Bautista University of Utah. Rencontres du Vietnam Cosmology 2015 Lyman-α Cosmology with BOSS Julián Bautista University of Utah Rencontres du Vietnam Cosmology 2015 Lyman-α Forest of a Quasar (by Andrew Pontzen) F ( obs )= Observed flux Unabsorbed flux ( obs) 2 Lyman-α

More information

BAO and Lyman-α with BOSS

BAO and Lyman-α with BOSS BAO and Lyman-α with BOSS Nathalie Palanque-Delabrouille (CEA-Saclay) BAO and Ly-α The SDSS-III/BOSS experiment Current results with BOSS - 3D BAO analysis with QSOs - 1D Ly-α power spectra and ν mass

More information

LSS: Achievements & Goals. John Peacock Munich 20 July 2015

LSS: Achievements & Goals. John Peacock Munich 20 July 2015 LSS: Achievements & Goals John Peacock LSS @ Munich 20 July 2015 Outline (pre-)history and empirical foundations The ΛCDM toolkit Open issues and outlook Fundamentalist Astrophysical A century of galaxy

More information

Constraining Dark Energy with BOSS. Nicolas Busca - APC Rencontres de Moriond 19/10/2010

Constraining Dark Energy with BOSS. Nicolas Busca - APC Rencontres de Moriond 19/10/2010 Constraining Dark Energy with BOSS Nicolas Busca - APC Rencontres de Moriond 19/10/2010 Outline BOSS: What? How? Current Status of BOSS Constraints on Cosmology Conclusions What: Baryon Acoustic Oscilations

More information

Jorge Cervantes-Cota, ININ. on behalf of the DESI Collaboration

Jorge Cervantes-Cota, ININ. on behalf of the DESI Collaboration Jorge Cervantes-Cota, ININ on behalf of the DESI Collaboration PPC 2014 DESI Overview DESI is the Dark Energy Spectroscopic Instrument Pioneering Stage-IV Experiment recommended by Community DE report

More information

Dark Energy. Cluster counts, weak lensing & Supernovae Ia all in one survey. Survey (DES)

Dark Energy. Cluster counts, weak lensing & Supernovae Ia all in one survey. Survey (DES) Dark Energy Cluster counts, weak lensing & Supernovae Ia all in one survey Survey (DES) What is it? The DES Collaboration will build and use a wide field optical imager (DECam) to perform a wide area,

More information

Present and future redshift survey David Schlegel, Berkeley Lab

Present and future redshift survey David Schlegel, Berkeley Lab Present and future redshift survey David Schlegel, Berkeley Lab David Schlegel, COSMO-17 @Paris, 30 Aug 2017 1 Redshift surveys = one of ~few probes of inflationary epoch Inflation-era parameters: non-gaussianity,

More information

MApping the Most Massive Overdensity Through Hydrogen (MAMMOTH) Zheng Cai (UCSC)

MApping the Most Massive Overdensity Through Hydrogen (MAMMOTH) Zheng Cai (UCSC) MApping the Most Massive Overdensity Through Hydrogen (MAMMOTH) Zheng Cai (UCSC) IGM Conference From Wall to Web, Berlin, 2016 IGM tomography (Lee+ 14, 15, 16; Stark+ 15ab): IGM Tomography a reconstruction

More information

Mapping the Universe spectroscopic surveys for BAO measurements Meeting on fundamental cosmology, june 2016, Barcelona, Spain Johan Comparat

Mapping the Universe spectroscopic surveys for BAO measurements Meeting on fundamental cosmology, june 2016, Barcelona, Spain Johan Comparat Mapping the Universe spectroscopic surveys for BAO measurements Meeting on fundamental cosmology, june 2016, Barcelona, Spain Johan Comparat 1 Baryonic acoustic oscillations The acoustic length scale is

More information

Status of QSO absorption cosmology

Status of QSO absorption cosmology Status of QSO absorption cosmology Mat Pieri LAM QSO absorption cosmology team Lead: Mat Pieri DESI absorption cosmology WG chair DESI Science Committee member WEAVE QSO survey lead Isabelle Paris BOSS

More information

SDSS-IV and eboss Science. Hyunmi Song (KIAS)

SDSS-IV and eboss Science. Hyunmi Song (KIAS) SDSS-IV and eboss Science Hyunmi Song (KIAS) 3rd Korea-Japan Workshop on Dark Energy April 4, 2016 at KASI Sloan Digital Sky Survey 2.5m telescopes at Apache Point Observatory (US) and Las Campanas Observatory

More information

Large Scale Structure with the Lyman-α Forest

Large Scale Structure with the Lyman-α Forest Large Scale Structure with the Lyman-α Forest Your Name and Collaborators Lecture 1 - The Lyman-α Forest Andreu Font-Ribera - University College London Graphic: Anze Slozar 1 Large scale structure The

More information

Neutrino Mass & the Lyman-α Forest. Kevork Abazajian University of Maryland

Neutrino Mass & the Lyman-α Forest. Kevork Abazajian University of Maryland Neutrino Mass & the Lyman-α Forest Kevork Abazajian University of Maryland INT Workshop: The Future of Neutrino Mass Measurements February 9, 2010 Dynamics: the cosmological density perturbation spectrum

More information

BAO from the DR14 QSO sample

BAO from the DR14 QSO sample BAO analysis from the DR14 QSO sample Héctor Gil-Marín (on behalf of the eboss QC WG) Laboratoire de Physique Nucleaire et de Hautes Energies (LPNHE) Institut Lagrange de Paris (ILP) COSMO17 @ Paris 28th

More information

Mapping the z 2 Large-Scale Structure with 3D Lyα Forest Tomography

Mapping the z 2 Large-Scale Structure with 3D Lyα Forest Tomography Mapping the z 2 Large-Scale Structure with 3D Lyα Forest Tomography Intergalactic Matters Meeting, MPIA Heidelberg Max Planck Institut für Astronomie Heidelberg, Germany June 16, 2014 Collaborators: Joe

More information

Testing General Relativity with Redshift Surveys

Testing General Relativity with Redshift Surveys Testing General Relativity with Redshift Surveys Martin White University of California, Berkeley Lawrence Berkeley National Laboratory Information from galaxy z-surveys Non-Gaussianity? BOSS Redshi' Survey

More information

Results from the Baryon Oscillation Spectroscopic Survey (BOSS)

Results from the Baryon Oscillation Spectroscopic Survey (BOSS) Results from the Baryon Oscillation Spectroscopic Survey (BOSS) Beth Reid for SDSS-III/BOSS collaboration Hubble Fellow Lawrence Berkeley National Lab Outline No Ly-α forest here, but very exciting!! (Slosar

More information

Basic BAO methodology Pressure waves that propagate in the pre-recombination universe imprint a characteristic scale on

Basic BAO methodology Pressure waves that propagate in the pre-recombination universe imprint a characteristic scale on Precision Cosmology With Large Scale Structure, Ohio State University ICTP Cosmology Summer School 2015 Lecture 3: Observational Prospects I have cut this lecture back to be mostly about BAO because I

More information

Rupert Croft. QuickTime and a decompressor are needed to see this picture.

Rupert Croft. QuickTime and a decompressor are needed to see this picture. Rupert Croft QuickTime and a decompressor are needed to see this picture. yesterday: Plan for lecture 1: History : -the first quasar spectra -first theoretical models (all wrong) -CDM cosmology meets the

More information

From quasars to dark energy Adventures with the clustering of luminous red galaxies

From quasars to dark energy Adventures with the clustering of luminous red galaxies From quasars to dark energy Adventures with the clustering of luminous red galaxies Nikhil Padmanabhan 1 1 Lawrence Berkeley Labs 04-15-2008 / OSU CCAPP seminar N. Padmanabhan (LBL) Cosmology with LRGs

More information

Cosmology on the Beach: Experiment to Cosmology

Cosmology on the Beach: Experiment to Cosmology Image sky Select targets Design plug-plates Plug fibers Observe! Extract spectra Subtract sky spec. Cosmology on the Beach: Experiment to Cosmology Fit redshift Make 3-D map Test physics! David Schlegel!1

More information

Fundamental cosmology from the galaxy distribution. John Peacock Hiroshima 1 Dec 2016

Fundamental cosmology from the galaxy distribution. John Peacock Hiroshima 1 Dec 2016 Fundamental cosmology from the galaxy distribution John Peacock Subaru @ Hiroshima 1 Dec 2016 What we learn from LSS Fundamental: Astrophysical: Matter content (CDM, baryons, neutrino mass) Properties

More information

Cross-correlations of CMB lensing as tools for cosmology and astrophysics. Alberto Vallinotto Los Alamos National Laboratory

Cross-correlations of CMB lensing as tools for cosmology and astrophysics. Alberto Vallinotto Los Alamos National Laboratory Cross-correlations of CMB lensing as tools for cosmology and astrophysics Alberto Vallinotto Los Alamos National Laboratory Dark matter, large scales Structure forms through gravitational collapse......

More information

BAO & RSD. Nikhil Padmanabhan Essential Cosmology for the Next Generation VII December 2017

BAO & RSD. Nikhil Padmanabhan Essential Cosmology for the Next Generation VII December 2017 BAO & RSD Nikhil Padmanabhan Essential Cosmology for the Next Generation VII December 2017 Overview Introduction Standard rulers, a spherical collapse picture of BAO, the Kaiser formula, measuring distance

More information

Baryon acoustic oscillations A standard ruler method to constrain dark energy

Baryon acoustic oscillations A standard ruler method to constrain dark energy Baryon acoustic oscillations A standard ruler method to constrain dark energy Martin White University of California, Berkeley Lawrence Berkeley National Laboratory... with thanks to Nikhil Padmanabhan

More information

Introductory Review on BAO

Introductory Review on BAO Introductory Review on BAO David Schlegel Lawrence Berkeley National Lab 1. What are BAO? How does it measure dark energy? 2. Current observations From 3-D maps From 2-D maps (photo-z) 3. Future experiments

More information

BAO & RSD. Nikhil Padmanabhan Essential Cosmology for the Next Generation December, 2017

BAO & RSD. Nikhil Padmanabhan Essential Cosmology for the Next Generation December, 2017 BAO & RSD Nikhil Padmanabhan Essential Cosmology for the Next Generation December, 2017 BAO vs RSD BAO uses the position of a large-scale feature; RSD uses the shape of the power spectrum/correlation function

More information

BAO analysis from the DR14 QSO sample

BAO analysis from the DR14 QSO sample BAO analysis from the DR14 QSO sample Héctor Gil-Marín (on behalf of the eboss QC WG) Laboratoire de Physique Nucleaire et de Hautes Energies (LPNHE) Institut Lagrange de Paris (ILP) Understanding Cosmological

More information

The Power. of the Galaxy Power Spectrum. Eric Linder 13 February 2012 WFIRST Meeting, Pasadena

The Power. of the Galaxy Power Spectrum. Eric Linder 13 February 2012 WFIRST Meeting, Pasadena The Power of the Galaxy Power Spectrum Eric Linder 13 February 2012 WFIRST Meeting, Pasadena UC Berkeley & Berkeley Lab Institute for the Early Universe, Korea 11 Baryon Acoustic Oscillations In the beginning...

More information

Baryon Acoustic Oscillations in the Lyman Alpha Forest

Baryon Acoustic Oscillations in the Lyman Alpha Forest Baryon Acoustic Oscillations in the Lyman Alpha Forest Michael L. Norman, Pascal Paschos & Robert Harkness Laboratory for Computational Astrophysics, SERF 0424, University of California San Diego, 9500

More information

The State of Tension Between the CMB and LSS

The State of Tension Between the CMB and LSS The State of Tension Between the CMB and LSS Tom Charnock 1 in collaboration with Adam Moss 1 and Richard Battye 2 Phys.Rev. D91 (2015) 10, 103508 1 Particle Theory Group University of Nottingham 2 Jodrell

More information

Probing dark matter and the physical state of the IGM with the Lyα forest

Probing dark matter and the physical state of the IGM with the Lyα forest Probing dark matter and the physical state of the IGM with the Lyα forest Martin Haehnelt in collaboration with: George Becker, James Bolton, Jonathan Chardin, Laura Keating, Ewald Puchwein, Debora Sijacki,

More information

Growth of structure in an expanding universe The Jeans length Dark matter Large scale structure simulations. Large scale structure

Growth of structure in an expanding universe The Jeans length Dark matter Large scale structure simulations. Large scale structure Modern cosmology : The Growth of Structure Growth of structure in an expanding universe The Jeans length Dark matter Large scale structure simulations effect of cosmological parameters Large scale structure

More information

Quasar Absorption Lines

Quasar Absorption Lines Tracing the Cosmic Web with Diffuse Gas DARK MATTER GAS STARS NEUTRAL HYDROGEN Quasar Absorption Lines use quasars as bright beacons for probing intervening gaseous material can study both galaxies and

More information

2013: A Good Year for Cosmology A Brief History of Contemporary Cosmology

2013: A Good Year for Cosmology A Brief History of Contemporary Cosmology 2013: A Good Year for Cosmology A Brief History of Contemporary Cosmology Cristiano Sabiu School of Physics, KIAS The Universe on large scales seems to obey the proposed cosmological principle; it is homogeneous

More information

Crurent and Future Massive Redshift Surveys

Crurent and Future Massive Redshift Surveys Crurent and Future Massive Redshift Surveys Jean-Paul Kneib LASTRO Light on the Dark Galaxy Power Spectrum 3D mapping of the position of galaxies non-gaussian initial fluctuations Size of the Horizon:

More information

Baryon Acoustic Oscillations (BAO) in the Sloan Digital Sky Survey Data Release 7 Galaxy Sample

Baryon Acoustic Oscillations (BAO) in the Sloan Digital Sky Survey Data Release 7 Galaxy Sample Baryon Acoustic Oscillations (BAO) in the Sloan Digital Sky Survey Data Release 7 Galaxy Sample BOMEE LEE 1. Brief Introduction about BAO In our previous class we learned what is the Baryon Acoustic Oscillations(BAO).

More information

Really, what universe do we live in? White dwarfs Supernova type Ia Accelerating universe Cosmic shear Lyman α forest

Really, what universe do we live in? White dwarfs Supernova type Ia Accelerating universe Cosmic shear Lyman α forest Really, what universe do we live in? White dwarfs Supernova type Ia Accelerating universe Cosmic shear Lyman α forest White dwarf Core of solar mass star No energy from fusion or gravitational contraction

More information

Cosmological Constraints from Redshift Dependence of Galaxy Clustering Anisotropy

Cosmological Constraints from Redshift Dependence of Galaxy Clustering Anisotropy Cosmological Constraints from Redshift Dependence of Galaxy Clustering Anisotropy Changbom Park (Korea Institute for Advanced Study) with Xiao-Dong Li, Juhan Kim (KIAS), Sungwook Hong, Cris Sabiu, Hyunbae

More information

Current status of the ΛCDM structure formation model. Simon White Max Planck Institut für Astrophysik

Current status of the ΛCDM structure formation model. Simon White Max Planck Institut für Astrophysik Current status of the ΛCDM structure formation model Simon White Max Planck Institut für Astrophysik The idea that DM might be a neutral, weakly interacting particle took off around 1980, following a measurement

More information

BARYON ACOUSTIC OSCILLATIONS. Cosmological Parameters and You

BARYON ACOUSTIC OSCILLATIONS. Cosmological Parameters and You BARYON ACOUSTIC OSCILLATIONS Cosmological Parameters and You OUTLINE OF TOPICS Definitions of Terms Big Picture (Cosmology) What is going on (History) An Acoustic Ruler(CMB) Measurements in Time and Space

More information

An accurate determination of the Hubble constant from baryon acoustic oscillation datasets

An accurate determination of the Hubble constant from baryon acoustic oscillation datasets . Article. SCIENCE CHINA Physics, Mechanics & Astronomy September 2015 Vol. 58 No. 9: 599801 doi: 10.1007/s11433-015-5684-5 An accurate determination of the Hubble constant from baryon acoustic oscillation

More information

Diffuse Media Science with BigBOSS

Diffuse Media Science with BigBOSS Diffuse Media Science with BigBOSS J. Xavier Prochaska Interstellar Medium Program of Studies (IMPS) UCO/Lick Observatory UC Santa Cruz 1 Diffuse Media My (loose) definition: n H < 1 cm -3 Intergalactic

More information

arxiv: v2 [astro-ph.co] 6 Jul 2016

arxiv: v2 [astro-ph.co] 6 Jul 2016 Mon. Not. R. Astron. Soc., () Printed 9 November 218 (MN LATEX style file v2.2) arxiv:1511.4454v2 [astro-ph.co] 6 Jul 216 Modeling Lyman-α Forest Cross-Correlations with LyMAS Cassandra Lochhaas 1, David

More information

Cosmological observables and the nature of dark matter

Cosmological observables and the nature of dark matter Cosmological observables and the nature of dark matter Shiv Sethi Raman Research Institute March 18, 2018 SDSS results: power... SDSS results: BAO at... Planck results:... Planck-SDSS comparison Summary

More information

Power spectrum exercise

Power spectrum exercise Power spectrum exercise In this exercise, we will consider different power spectra and how they relate to observations. The intention is to give you some intuition so that when you look at a microwave

More information

Brief Introduction to Cosmology

Brief Introduction to Cosmology Brief Introduction to Cosmology Matias Zaldarriaga Harvard University August 2006 Basic Questions in Cosmology: How does the Universe evolve? What is the universe made off? How is matter distributed? How

More information

Science with EUCLID. 30 Avril 2014

Science with EUCLID. 30 Avril 2014 Françoise Combes On behalf of Euclid Consortium Science with EUCLID 30 Avril 2014 1 Cosmology, Dark energy Kowalski et al 2008 Concordance model, between CMB, Supernovae Ia, Large-scale structure (weak

More information

Illuminating the Dark Ages: Luminous Quasars in the Epoch of Reionisation. Bram Venemans MPIA Heidelberg

Illuminating the Dark Ages: Luminous Quasars in the Epoch of Reionisation. Bram Venemans MPIA Heidelberg Illuminating the Dark Ages: Luminous Quasars in the Epoch of Reionisation Bram Venemans MPIA Heidelberg Workshop The Reionization History of the Universe Bielefeld University, March 8-9 2018 History of

More information

Cosmology with high (z>1) redshift galaxy surveys

Cosmology with high (z>1) redshift galaxy surveys Cosmology with high (z>1) redshift galaxy surveys Donghui Jeong Texas Cosmology Center and Astronomy Department University of Texas at Austin Ph. D. thesis defense talk, 17 May 2010 Cosmology with HETDEX

More information

Introduction to SDSS-IV and DESI

Introduction to SDSS-IV and DESI Introduction to SDSS-IV and DESI Ho Seong HWANG (KIAS) 2015 January 27 The 4th Survey Science Group Workshops SDSS-I: 2000-2005 SDSS-II: 2005-2008 SDSS-III: 2008-2014 SDSS-IV: 2014-2020 SDSS-IV: Project

More information

Probing the End of Dark Ages with High-redshift Quasars. Xiaohui Fan University of Arizona Dec 14, 2004

Probing the End of Dark Ages with High-redshift Quasars. Xiaohui Fan University of Arizona Dec 14, 2004 Probing the End of Dark Ages with High-redshift Quasars Xiaohui Fan University of Arizona Dec 14, 2004 High-redshift Quasars and the End of Cosmic Dark Ages Existence of SBHs at the end of Dark Ages BH

More information

Énergie noire Formation des structures. N. Regnault C. Yèche

Énergie noire Formation des structures. N. Regnault C. Yèche Énergie noire Formation des structures N. Regnault C. Yèche Outline Overview of DE probes (and recent highlights) Hubble Diagram of supernovae Baryon accoustic oscillations Lensing Matter clustering (JLA)

More information

Observational cosmology: the RENOIR team. Master 2 session

Observational cosmology: the RENOIR team. Master 2 session Observational cosmology: the RENOIR team Master 2 session 2014-2015 Observational cosmology: the RENOIR team Outline A brief history of cosmology Introduction to cosmological probes and current projects

More information

BAO errors from past / future surveys. Reid et al. 2015, arxiv:

BAO errors from past / future surveys. Reid et al. 2015, arxiv: BAO errors from past / future surveys Reid et al. 2015, arxiv:1509.06529 Dark Energy Survey (DES) New wide-field camera on the 4m Blanco telescope Survey started, with first year of data in hand Ω = 5,000deg

More information

Measuring the Cosmic Distance Scale with SDSS-III

Measuring the Cosmic Distance Scale with SDSS-III Measuring the Cosmic Distance Scale with SDSS-III Daniel Eisenstein (Harvard University) Motivation & Outline Dark Energy pushes us to measure the cosmic distance scale and the behavior of gravity to high

More information

Age-redshift relation. The time since the big bang depends on the cosmological parameters.

Age-redshift relation. The time since the big bang depends on the cosmological parameters. Age-redshift relation The time since the big bang depends on the cosmological parameters. Lyman Break Galaxies High redshift galaxies are red or absent in blue filters because of attenuation from the neutral

More information

The Intergalactic Medium: Overview and Selected Aspects

The Intergalactic Medium: Overview and Selected Aspects The Intergalactic Medium: Overview and Selected Aspects Draft Version Tristan Dederichs June 18, 2018 Contents 1 Introduction 2 2 The IGM at high redshifts (z > 5) 2 2.1 Early Universe and Reionization......................................

More information

Recent BAO observations and plans for the future. David Parkinson University of Sussex, UK

Recent BAO observations and plans for the future. David Parkinson University of Sussex, UK Recent BAO observations and plans for the future David Parkinson University of Sussex, UK Baryon Acoustic Oscillations SDSS GALAXIES CMB Comparing BAO with the CMB CREDIT: WMAP & SDSS websites FLAT GEOMETRY

More information

How Galaxies Get Their Gas. Jason Tumlinson STScI Hubble Science Briefing December 9, 2010

How Galaxies Get Their Gas. Jason Tumlinson STScI Hubble Science Briefing December 9, 2010 How Galaxies Get Their Gas Jason Tumlinson STScI Hubble Science Briefing December 9, 2010 Astronomy asks some Big Questions... 2 How Do Galaxies Form? Three Puzzles 1. Why are some galaxies blue and star-forming

More information

Large-scale structure as a probe of dark energy. David Parkinson University of Sussex, UK

Large-scale structure as a probe of dark energy. David Parkinson University of Sussex, UK Large-scale structure as a probe of dark energy David Parkinson University of Sussex, UK Question Who was the greatest actor to portray James Bond in the 007 movies? a) Sean Connery b) George Lasenby c)

More information

Cosmology. Introduction Geometry and expansion history (Cosmic Background Radiation) Growth Secondary anisotropies Large Scale Structure

Cosmology. Introduction Geometry and expansion history (Cosmic Background Radiation) Growth Secondary anisotropies Large Scale Structure Cosmology Introduction Geometry and expansion history (Cosmic Background Radiation) Growth Secondary anisotropies Large Scale Structure Cosmology from Large Scale Structure Sky Surveys Supernovae Ia CMB

More information

Background Picture: Millennium Simulation (MPA); Spectrum-Roentgen-Gamma satellite (P. Predehl 2011)

Background Picture: Millennium Simulation (MPA); Spectrum-Roentgen-Gamma satellite (P. Predehl 2011) By Collaborators Alex Kolodzig (MPA) Marat Gilfanov (MPA,IKI), Gert Hütsi (MPA), Rashid Sunyaev (MPA,IKI) Publications Kolodzig et al. 2013b, A&A, 558, 90 (ArXiv : 1305.0819) Hüsti et al. 2014, submitted

More information

Francisco Prada Campus de Excelencia Internacional UAM+CSIC Instituto de Física Teórica (UAM/CSIC) Instituto de Astrofísica de Andalucía (CSIC)

Francisco Prada Campus de Excelencia Internacional UAM+CSIC Instituto de Física Teórica (UAM/CSIC) Instituto de Astrofísica de Andalucía (CSIC) Francisco Prada Campus de Excelencia Internacional UAM+CSIC Instituto de Física Teórica (UAM/CSIC) Instituto de Astrofísica de Andalucía (CSIC) Fuerteventura, June 6 th, 2014 The Mystery of Dark Energy

More information

Cosmology The Road Map

Cosmology The Road Map Cosmology The Road Map Peter Schneider Institut für Astrophysik, Bonn University on behalf of the Astronomy Working Group Cosmology s Themes Fundamental Cosmology Probing inflation Investigating Dark Energy

More information

What do we really know about Dark Energy?

What do we really know about Dark Energy? What do we really know about Dark Energy? Ruth Durrer Département de Physique Théorique & Center of Astroparticle Physics (CAP) ESTEC, February 3, 2012 Ruth Durrer (Université de Genève ) Dark Energy ESTEC

More information

Overview. Metals in the Intergalactic Medium at z 6: Pop III Stars or Normal Star-Forming Galaxies? p.2/26

Overview. Metals in the Intergalactic Medium at z 6: Pop III Stars or Normal Star-Forming Galaxies? p.2/26 p.1/26 Overview Metals in the Intergalactic Medium at z 6: Pop III Stars or Normal Star-Forming Galaxies? p.2/26 Overview Metals in the Intergalactic Medium at z 6: Pop III Stars or Normal Star-Forming

More information

arxiv: v3 [astro-ph.co] 27 Sep 2017

arxiv: v3 [astro-ph.co] 27 Sep 2017 Preprint September 16, 2018 Compiled using MNRAS LATEX style file v3.0 The SDSS-DR12 large-scale cross-correlation of Damped Lyman Alpha Systems with the Lyman Alpha Forest arxiv:1709.00889v3 [astro-ph.co]

More information

STUDY OF THE LARGE-SCALE STRUCTURE OF THE UNIVERSE USING GALAXY CLUSTERS

STUDY OF THE LARGE-SCALE STRUCTURE OF THE UNIVERSE USING GALAXY CLUSTERS STUDY OF THE LARGE-SCALE STRUCTURE OF THE UNIVERSE USING GALAXY CLUSTERS BÙI VĂN TUẤN Advisors: Cyrille Rosset, Michel Crézé, James G. Bartlett ASTROPARTICLE AND COSMOLOGY LABORATORY PARIS DIDEROT UNIVERSITY

More information

Baryon Acoustic Oscillations and Beyond: Galaxy Clustering as Dark Energy Probe

Baryon Acoustic Oscillations and Beyond: Galaxy Clustering as Dark Energy Probe Baryon Acoustic Oscillations and Beyond: Galaxy Clustering as Dark Energy Probe Yun Wang Univ. of Oklahoma II Jayme Tiomno School of Cosmology August 6-10, 2012 Plan of the Lectures Lecture I: Overview

More information

Science with large imaging surveys

Science with large imaging surveys Science with large imaging surveys Hiranya V. Peiris University College London Science from LSS surveys: A case study of SDSS quasars Boris Leistedt (UCL) with Daniel Mortlock (Imperial) Aurelien Benoit-Levy

More information

arxiv: v2 [astro-ph.co] 14 Nov 2018

arxiv: v2 [astro-ph.co] 14 Nov 2018 Draft version November 16, 2018 Typeset using L A TEX modern style in AASTeX61 COSMOLOGICAL HYDRODYNAMIC SIMULATIONS WITH SUPPRESSED VARIANCE IN THE LYMAN-α FOREST POWER SPECTRUM arxiv:1811.00043v2 [astro-ph.co]

More information

Hunting for dark matter in the forest (astrophysical constraints on warm dark matter)

Hunting for dark matter in the forest (astrophysical constraints on warm dark matter) Hunting for dark matter in the forest (astrophysical constraints on warm dark matter) ICC, Durham! with the Eagle collaboration: J Schaye (Leiden), R Crain (Liverpool), R Bower, C Frenk, & M Schaller (ICC)

More information

Planck meets the Lyman-α forest

Planck meets the Lyman-α forest Planck meets the Lyman-α forest Jose Oñorbe Max Planck Institute for Astronomy (onorbe@mpia.de) Collaborators: J. Hennawi (MPIA), Z. Lukić (LBNL), A. Rorai (IoA), G. Kulkarni (IoA) June 15, 2016 Meeting

More information

The rise of galaxy surveys and mocks (DESI progress and challenges) Shaun Cole Institute for Computational Cosmology, Durham University, UK

The rise of galaxy surveys and mocks (DESI progress and challenges) Shaun Cole Institute for Computational Cosmology, Durham University, UK The rise of galaxy surveys and mocks (DESI progress and challenges) Shaun Cole Institute for Computational Cosmology, Durham University, UK Mock Santiago Welcome to Mock Santiago The goal of this workshop

More information

Physics of the Large Scale Structure. Pengjie Zhang. Department of Astronomy Shanghai Jiao Tong University

Physics of the Large Scale Structure. Pengjie Zhang. Department of Astronomy Shanghai Jiao Tong University 1 Physics of the Large Scale Structure Pengjie Zhang Department of Astronomy Shanghai Jiao Tong University The observed galaxy distribution of the nearby universe Observer 0.7 billion lys The observed

More information

Cosmology on small scales: Emulating galaxy clustering and galaxy-galaxy lensing into the deeply nonlinear regime

Cosmology on small scales: Emulating galaxy clustering and galaxy-galaxy lensing into the deeply nonlinear regime Cosmology on small scales: Emulating galaxy clustering and galaxy-galaxy lensing into the deeply nonlinear regime Ben Wibking Department of Astronomy Ohio State University with Andres Salcedo, David Weinberg,

More information

Galaxies 626. Lecture 5

Galaxies 626. Lecture 5 Galaxies 626 Lecture 5 Galaxies 626 The epoch of reionization After Reionization After reionization, star formation was never the same: the first massive stars produce dust, which catalyzes H2 formation

More information

arxiv: v1 [astro-ph.co] 4 Feb 2016

arxiv: v1 [astro-ph.co] 4 Feb 2016 Mon. Not. R. Astron. Soc., () Printed 7 September 218 (MN LATEX style file v2.2) arxiv:162.1862v1 [astro-ph.co] 4 Feb 216 Large scale 3D mapping of the intergalactic medium using the Lyman α forest Melih

More information

Reverse Ray-Tracing in Urchin

Reverse Ray-Tracing in Urchin Reverse Ray-Tracing in Urchin Cosmological Radiative Transfer Comparison Project December - 2012 Gabriel Altay Tom Theuns, Joop Schaye Motivation Galaxy Formation in HI Hydrogen Revolution - I Westerbork

More information

Study the large-scale structure of the universenovember using galaxy 10, 2016 clusters 1 / 16

Study the large-scale structure of the universenovember using galaxy 10, 2016 clusters 1 / 16 Study the large-scale structure of the universe using galaxy clusters Bùi Văn Tuấn Advisors: Cyrille Rosset Michel Crézé Director: Volker Beckmann Astroparticle and Cosmology Laboratory Université Paris

More information

Cosmology with the Sloan Digital Sky Survey Supernova Search. David Cinabro

Cosmology with the Sloan Digital Sky Survey Supernova Search. David Cinabro Cosmology with the Sloan Digital Sky Survey Supernova Search David Cinabro Cosmology Background The study of the origin and evolution of the Universe. First real effort by Einstein in 1916 Gravity is all

More information

Outline. Walls, Filaments, Voids. Cosmic epochs. Jeans length I. Jeans length II. Cosmology AS7009, 2008 Lecture 10. λ =

Outline. Walls, Filaments, Voids. Cosmic epochs. Jeans length I. Jeans length II. Cosmology AS7009, 2008 Lecture 10. λ = Cosmology AS7009, 2008 Lecture 10 Outline Structure formation Jeans length, Jeans mass Structure formation with and without dark matter Cold versus hot dark matter Dissipation The matter power spectrum

More information

Cosmological Constraints from a Combined Analysis of Clustering & Galaxy-Galaxy Lensing in the SDSS. Frank van den Bosch.

Cosmological Constraints from a Combined Analysis of Clustering & Galaxy-Galaxy Lensing in the SDSS. Frank van den Bosch. Cosmological Constraints from a Combined Analysis of Clustering & Galaxy-Galaxy Lensing in the SDSS In collaboration with: Marcello Cacciato (Leiden), Surhud More (IPMU), Houjun Mo (UMass), Xiaohu Yang

More information

Possible sources of very energetic neutrinos. Active Galactic Nuclei

Possible sources of very energetic neutrinos. Active Galactic Nuclei Possible sources of very energetic neutrinos Active Galactic Nuclei 1 What might we learn from astrophysical neutrinos? Neutrinos not attenuated/absorbed Information about central engines of astrophysical

More information

The First Galaxies: Evolution drivers via luminosity functions and spectroscopy through a magnifying GLASS

The First Galaxies: Evolution drivers via luminosity functions and spectroscopy through a magnifying GLASS Charlotte Mason (UCLA) Aspen, 7 Feb 2016 The First Galaxies: Evolution drivers via luminosity functions and spectroscopy through a magnifying GLASS with Tommaso Treu (UCLA), Michele Trenti (U. Melbourne),

More information

Dark matter from cosmological probes

Dark matter from cosmological probes PLANCK 2014 Ferrara Dark matter from cosmological probes Simon White Max Planck Institute for Astrophysics Dark matter was discovered in the Coma Cluster by Zwicky (1933) Fritz Zwicky Abell 2218 Corbelli

More information

Lecture 27 The Intergalactic Medium

Lecture 27 The Intergalactic Medium Lecture 27 The Intergalactic Medium 1. Cosmological Scenario 2. The Ly Forest 3. Ionization of the Forest 4. The Gunn-Peterson Effect 5. Comment on HeII Reionization References J Miralda-Escude, Science

More information

Is there a hope of discovering new physics in the Euclid era? Francisco Prada Instituto de Física Teórica UAM-CSIC, Madrid IAA-CSIC, Granada

Is there a hope of discovering new physics in the Euclid era? Francisco Prada Instituto de Física Teórica UAM-CSIC, Madrid IAA-CSIC, Granada Is there a hope of discovering new physics in the Euclid era? Francisco Prada Instituto de Física Teórica UAM-CSIC, Madrid IAA-CSIC, Granada ESAC,&October&15 th,&2015 Our$view$of$the$distant$Universe:$

More information

Parkes 21 cm Intensity Mapping Experiments

Parkes 21 cm Intensity Mapping Experiments Parkes 21 cm Intensity Mapping Experiments Jonghwan Rhee (ICRAR/UWA) In collaboration with: Lister Staveley-Smith (ICRAR/UWA), Laura Wolz (Univ. of Melbourne), Stuart Wyithe (Univ. of Melbourne), Chris

More information

DARK MATTER AND DARK ENERGY AT HIGH REDSHIFT. MATTEO VIEL INAF & INFN Trieste

DARK MATTER AND DARK ENERGY AT HIGH REDSHIFT. MATTEO VIEL INAF & INFN Trieste DARK MATTER AND DARK ENERGY AT HIGH REDSHIFT MATTEO VIEL INAF & INFN Trieste SISSA IDEALS WORKSHOP --- 11th November 2011 RATIONALE HIGHLIGHT THE IMPORTANCE OF HIGH REDSHIFT (z>1) OBSERVABLES IN ORDER

More information

NEUTRINO COSMOLOGY. n m. n e. n t STEEN HANNESTAD UNIVERSITY OF AARHUS PLANCK 06, 31 MAY 2006

NEUTRINO COSMOLOGY. n m. n e. n t STEEN HANNESTAD UNIVERSITY OF AARHUS PLANCK 06, 31 MAY 2006 NEUTRINO COSMOLOGY n e n m n t STEEN HANNESTAD UNIVERSITY OF AARHUS PLANCK 06, 31 MAY 2006 LIMITS ON THE PROPERTIES OF LIGHT NEUTRINOS FROM COSMOLOGICAL DATA THE MASS OF THE ACTIVE SPECIES BOUNDS ON OTHER

More information

Planck constraints on neutrinos. Massimiliano Lattanzi Università di Ferrara on behalf of the Planck Collaboration

Planck constraints on neutrinos. Massimiliano Lattanzi Università di Ferrara on behalf of the Planck Collaboration Planck constraints on neutrinos Massimiliano Lattanzi Università di Ferrara on behalf of the Planck Collaboration The Cosmic Neutrino Background (CnB) The presence of a background of relic neutrinos is

More information

Mario Santos (on behalf of the Cosmology SWG) Stockholm, August 24, 2015

Mario Santos (on behalf of the Cosmology SWG) Stockholm, August 24, 2015 Mario Santos (on behalf of the Cosmology SWG) Stockholm, August 24, 2015 Why is the expansion of the Universe accelerating? Dark energy? Modified gravity? What is the nature of the primordial Universe?

More information

The Epoch of Reionization: Observational & Theoretical Topics

The Epoch of Reionization: Observational & Theoretical Topics The Epoch of Reionization: Observational & Theoretical Topics Lecture 1 Lecture 2 Lecture 3 Lecture 4 Current constraints on Reionization Physics of the 21cm probe EoR radio experiments Expected Scientific

More information

Cosmology of Photometrically- Classified Type Ia Supernovae

Cosmology of Photometrically- Classified Type Ia Supernovae Cosmology of Photometrically- Classified Type Ia Supernovae Campbell et al. 2013 arxiv:1211.4480 Heather Campbell Collaborators: Bob Nichol, Chris D'Andrea, Mat Smith, Masao Sako and all the SDSS-II SN

More information

X-Ray observability of WHIM and our new mission concept DIOS Intergalactic. Oxygen. Surveyor ) Noriko Yamasaki ISAS/JAXA

X-Ray observability of WHIM and our new mission concept DIOS Intergalactic. Oxygen. Surveyor ) Noriko Yamasaki ISAS/JAXA X-Ray observability of WHIM and our new mission concept DIOS (Diffuse Intergalactic Oxygen Surveyor ) Noriko Yamasaki ISAS/JAXA 1 Cosmic Baryon Budget requires missing baryon The observed baryons are only

More information

Neutrinos in the era of precision Cosmology

Neutrinos in the era of precision Cosmology Neutrinos in the era of precision Cosmology Marta Spinelli Rencontres du Vietnam Quy Nhon - 21 July 2017 The vanilla model: -CDM (Late times) cosmological probes Supernovae Ia standard candles fundamental

More information

Physics 463, Spring 07. Formation and Evolution of Structure: Growth of Inhomogenieties & the Linear Power Spectrum

Physics 463, Spring 07. Formation and Evolution of Structure: Growth of Inhomogenieties & the Linear Power Spectrum Physics 463, Spring 07 Lecture 3 Formation and Evolution of Structure: Growth of Inhomogenieties & the Linear Power Spectrum last time: how fluctuations are generated and how the smooth Universe grows

More information

Diving into precision cosmology and the role of cosmic magnification

Diving into precision cosmology and the role of cosmic magnification Diving into precision cosmology and the role of cosmic magnification Jose Luis Bernal Institute of Cosmos Science - Barcelona University ICC Winter Meeting 2017 06/02/2017 Jose Luis Bernal (ICCUB) ICC

More information