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1 1 Part II: Part II: Cosmological Models Cosmological Models & Distances & Distances [Ryden chap. 5 & 6 + a [Ryden chap. 5 & 6 + a r r χ χ iv iv papers] papers] Miguel Quartin Miguel Quartin Instituto de Física, UFRJ Instituto de Física, UFRJ Astrofísica, Relativ. e Cosmologia (ARCOS) Astrofísica, Relativ. e Cosmologia (ARCOS) Curso de Cosmologia Pós – 2019/1 Curso de Cosmologia Pós – 2019/1

Part II: Cosmological Models & Distancesdarnassus.if.ufrj.br/~mquartin/disciplinas/cosmology/...1 Part II: Cosmological Models & Distances [Ryden chap. 5 & 6 + arχiv papers] Miguel

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  • 11

    Part II: Part II: Cosmological ModelsCosmological Models

    & Distances& Distances[Ryden chap. 5 & 6 + a[Ryden chap. 5 & 6 + arrχχiviv papers] papers]

    Miguel QuartinMiguel QuartinInstituto de Física, UFRJInstituto de Física, UFRJ

    Astrofísica, Relativ. e Cosmologia (ARCOS)Astrofísica, Relativ. e Cosmologia (ARCOS)

    Curso de Cosmologia Pós – 2019/1Curso de Cosmologia Pós – 2019/1

  • 22

    Chapter 5Chapter 5 Model UniversesModel Universes

    Evolution of the energy densityEvolution of the energy density

    Curvature–dominated universeCurvature–dominated universe

    Spatially Flat modelsSpatially Flat models

    Curved modelsCurved models

    The Standard Model (The Standard Model (ΛΛCDM)CDM)

  • 33

    Fluid Equations ReminderFluid Equations Reminder

    In Part I of our course we derived the fundamental (fluid) In Part I of our course we derived the fundamental (fluid) equations of cosmologyequations of cosmology

    “Friedmann equation”

    “acceleration equation”

    “conservation equation”

  • 44

    Evolution of the Energy DensityEvolution of the Energy Density

    The total energy density (and pressure) is just the sum of The total energy density (and pressure) is just the sum of the individual energy density (and the individual energy density (and PP) of each species) of each species

    The conservation equation holds for each species The conservation equation holds for each species separately (neglecting interactions between species)separately (neglecting interactions between species)

    This can be rewritten as

  • 55

    Evolution of the Energy Density (2)Evolution of the Energy Density (2)

    Integrating this equation we can get Integrating this equation we can get εε((aa)) for any species for any species So far we are allowing So far we are allowing multiplemultiple species simultaneously species simultaneously

    Assuming the different Assuming the different wwii to be (different) constants: to be (different) constants:

    In particular for In particular for mmatter (atter (ww=0) and =0) and rradiation (adiation (ww=1/3) we get=1/3) we get

  • 66

  • 77

    Evolution of the Energy Density (3)Evolution of the Energy Density (3) The calculation just made assumed that photons are not The calculation just made assumed that photons are not

    created nor destroyedcreated nor destroyed What about emitted starlight and absorbed light?What about emitted starlight and absorbed light?

    Let's overestimate starlight and Let's overestimate starlight and neglectneglect all absorption all absorption

    galaxies L density (see Part I)

    2.2

  • 88

    Evolution of the Energy Density (4)Evolution of the Energy Density (4) CMB relic from a hot universe decoupling of photons→ →CMB relic from a hot universe decoupling of photons→ → Just like photons, neutrinos (Just like photons, neutrinos (νν) were initially in thermal ) were initially in thermal

    equilibrium with matterequilibrium with matter At some point their cross-section diminished and they At some point their cross-section diminished and they

    started free-streamingstarted free-streaming There must be a There must be a Cosmic Neutrino BackgroundCosmic Neutrino Background (CNB)! (CNB)!

    Actually 3, one for each neutrino speciesActually 3, one for each neutrino species Assuming relativistic neutrinos, we get:Assuming relativistic neutrinos, we get:

    Exerc!

  • 99

    Evolution of the Energy Density (5)Evolution of the Energy Density (5) This calculation assumes This calculation assumes νν are always relativistic ( are always relativistic (mmνν ~ 0) ~ 0)

    A given species is relativistic if particles have A given species is relativistic if particles have The mean energy of each neutrino is (see Coles & Luchini, The mean energy of each neutrino is (see Coles & Luchini,

    “Cosmology (2“Cosmology (2ndnd ed.)” book) ed.)” book)

    The CNB has not been directly measuredThe CNB has not been directly measured Big challenge to detect such low massBig challenge to detect such low mass

    The total The total radiationradiation energy is the sum: energy is the sum:

    For For zz < < zzνν → → νν become non-relativistic become non-relativistic

  • 1010

    Evolution of the Energy Density (6)Evolution of the Energy Density (6)

    As we will see, matter contributes ~30% of the present As we will see, matter contributes ~30% of the present energy. Thus:energy. Thus:

    Redshift of rad/mat equality:

    Neutrinos wereradiation back then

  • 1111

    Evolution of the Energy Density (7)Evolution of the Energy Density (7)

    Why do we use redshift all the time?Why do we use redshift all the time? It is directly measurable!It is directly measurable! aa((tt) [and thus ) [and thus zz((tt)] difficult to compute analytically)] difficult to compute analytically

    From the Friedmann Equation we get:From the Friedmann Equation we get:

  • 1212

    Curvature-Dominated CaseCurvature-Dominated Case

    Let's consider the case for which Let's consider the case for which

    The Friedmann eq. Becomes:The Friedmann eq. Becomes:

    Curvature must be negative (Curvature must be negative (κκ = 0 is the trivial solution) = 0 is the trivial solution) This is sometimes called a This is sometimes called a Milne universeMilne universe

    Observations our universe was →Observations our universe was → nevernever close to Milne's close to Milne's

  • 1313

    Curvature-Dominated Case (2)Curvature-Dominated Case (2)

    We can compute the proper distance today easilyWe can compute the proper distance today easily Recall light null geodesic → →Recall light null geodesic → → dsds22 = 0 = 0

    So the relation between proper distance and So the relation between proper distance and zz is: is:

  • 1414

    Curvature-Dominated Case (3)Curvature-Dominated Case (3)

    Note that for Note that for zz > > ee – 1 = 1.72, we have – 1 = 1.72, we have

    The age of the Milne universe is exactly 1/The age of the Milne universe is exactly 1/HH00

    How could one see light from How could one see light from zz > 1.7 then? > 1.7 then? Answer: we are computing the present distance!Answer: we are computing the present distance! The distance at emission was smaller by a factorThe distance at emission was smaller by a factor

  • 1515

    (Milne)

  • 1616

    Milne

    Milne

  • 1717

    (Spatially) Flat Universes(Spatially) Flat Universes

    Observations universe is flat, or nearly flat→Observations universe is flat, or nearly flat→ Flatness should be (at least) a good approximationFlatness should be (at least) a good approximation Assuming flatness, equations are simplerAssuming flatness, equations are simpler

    Let's consider a flat universe with one component (with Let's consider a flat universe with one component (with constantconstant EoS parameter EoS parameter ww) dominating over the others) dominating over the others

    Exerc!

  • 1818

    (Spatially) Flat Universes (2)(Spatially) Flat Universes (2)

    The relation The relation zz((tt) is computed directly from ) is computed directly from aa((tt))

    The proper distance is then:The proper distance is then: The proper distance is then:The proper distance is then:

    It is also simple to show that for It is also simple to show that for any any ww (except – 1): (except – 1):

  • 1919

    Horizon DistanceHorizon Distance The most distant objects are those in our past light cone The most distant objects are those in our past light cone

    for emission at for emission at tt = 0 = 0 The present proper distance for The present proper distance for tt_emission = 0 defines the _emission = 0 defines the

    ((particleparticle) ) horizon distancehorizon distance Objects outside the horizon cannot be observed because Objects outside the horizon cannot be observed because

    their light did not have time to reach ustheir light did not have time to reach us

    For For ww > – 1/3, the horizon distance is finite > – 1/3, the horizon distance is finite For For ww ≤≤ – 1/3, the horizon distance in infinite– 1/3, the horizon distance in infinite

    The The whole universewhole universe is observable (& is observable (& causally connectedcausally connected)!)!

  • 2020

    Matter-Dominated CaseMatter-Dominated Case

    Let's now consider the caseLet's now consider the case This is called an This is called an Einstein-de-SitterEinstein-de-Sitter universe universe Non-relativistic matter →Non-relativistic matter → ww = 0 = 0

    Particular case of previous equationsParticular case of previous equations

  • 2121

    Radiation-Dominated CaseRadiation-Dominated Case

    Let's now consider the caseLet's now consider the case This describes the early universe (pre-CMB): This describes the early universe (pre-CMB): z z >>>> 1000 1000

    The mean energy of each photon is (blackbody)The mean energy of each photon is (blackbody)

  • 2222

    Radiation-Dominated Case (2)Radiation-Dominated Case (2) The number density The number density nn((tt) is then just:) is then just:

    So both So both nn((tt) and ) and εε((tt)) formally diverge for formally diverge for tt 0→ 0→

    Now for Now for ww = 1/3 we have: = 1/3 we have:

    N(t) ~ 1 quantization →effects are crucial

    We can only trust GR for t >> tP

  • 2323

    Lambda-Dominated CaseLambda-Dominated Case

    Let's now consider the caseLet's now consider the case This is called a This is called a de Sitterde Sitter universe ( universe (de Sitter 1917de Sitter 1917)) This may describe the This may describe the futurefuture universe: universe: zz < – 0.5 < – 0.5

    Note that the infinite future ↔Note that the infinite future ↔ zz = – 1 = – 1 Also probably an approximation for the Also probably an approximation for the inflationinflation period period

    However, observations inflation is →However, observations inflation is → notnot believedbelieved to be to be caused by the cosmological constantcaused by the cosmological constant

    The scale factor is no longer a power-lawThe scale factor is no longer a power-law The Hubble parameter The Hubble parameter HH((tt) becomes ) becomes constantconstant

  • 2424

  • 2525

    Milne

    MilneΛ

    Λ

    rad

    rad

    matter

    matter

  • 2626

    Multiple-Component UniversesMultiple-Component Universes

    Matter + CurvatureMatter + Curvature

    Matter + Matter + ΛΛ

    Matter + Curvature + Matter + Curvature + ΛΛ

    Radiation + MatterRadiation + Matter

    The standard model (The standard model (ΛΛCDM)CDM)

  • 2727

    The Hubble ParameterThe Hubble Parameter We will now deal with the full Friedmann equationWe will now deal with the full Friedmann equation

    Dividing by Dividing by HH0022::

    Now, we saw thatNow, we saw that So:So:

  • 2828

    The Hubble Parameter (2)The Hubble Parameter (2) In terms of redshift:In terms of redshift:

    With the constraintWith the constraint

    Multiplying by Multiplying by aa22::

  • 2929

    The Hubble Parameter (2)The Hubble Parameter (2)

    This integral in most cases require numerical integrationThis integral in most cases require numerical integration We will have to compute it often in our courseWe will have to compute it often in our course Get familiar with numerical integration!Get familiar with numerical integration! We usually set an initial condition today an integrate to the We usually set an initial condition today an integrate to the

    past (from past (from z z = 0 to = 0 to zz = = zzmaxmax))

    Not all cases lead to a initial singularityNot all cases lead to a initial singularity

    The comoving distance The comoving distance r r between us and a source at between us and a source at zz is: is:

    Exerc!

  • 3030

    Matter + CurvatureMatter + Curvature This model is important as it was considered the standard This model is important as it was considered the standard

    “late-time” model throughout most of the 20“late-time” model throughout most of the 20thth century century Radiation energy becomes negligible for Radiation energy becomes negligible for zz 0 we can have → HH = 0 expansion will → = 0 expansion will → stopstop at at aamaxmax and and reversereverse universe collapses→ universe collapses→ This would lead to a This would lead to a Big CrunchBig Crunch Hubble law →Hubble law → blueshiftblueshift proportional to distance proportional to distance This reversal only affects the backgroundThis reversal only affects the background

    Perturbations continue to grow!Perturbations continue to grow!

  • 3131

    Matter + Curvature (2)Matter + Curvature (2) If If κκ ≤≤ 0, expansion never stops “Big Chill”→ 0, expansion never stops “Big Chill”→ In all cases, In all cases, a(t)a(t) can be solved analytically can be solved analytically

    Parametric solutionParametric solution Note: A similar solution exists in an important case of non-Note: A similar solution exists in an important case of non-

    homogenous metric (the Lemaître-Tolman-Bondi metric)homogenous metric (the Lemaître-Tolman-Bondi metric)

  • 3232

  • 3333

    Matter + Matter + ΛΛ This model is now believed to be a very good This model is now believed to be a very good

    approximation of our universe for approximation of our universe for zz 0 , our universe has Λ > 0

  • 3434

    Matter + Matter + Λ (2)Λ (2) For For Λ > 0 and Λ < 0 analytical solution for the →Λ > 0 and Λ < 0 analytical solution for the →

    Friedmann equationFriedmann equation For Λ < 0 see Ryden→For Λ < 0 see Ryden→ For Λ > 0:For Λ > 0:

    Exerc!Where we defined the matter-Λ equality scale factor

  • 3535

  • 3636

    Matter + Matter + Λ (3)Λ (3) It is simple to compute the age of this universe It is simple to compute the age of this universe

    Current observations tell us thatCurrent observations tell us that

    Thus we would have:Thus we would have: Compare with most current measure (Planck):Compare with most current measure (Planck):

  • 3737

    Matter + curvature + Matter + curvature + ΛΛ This model has much richer dynamicsThis model has much richer dynamics

    We can have We can have re-collapsesre-collapses,, Big-Chills Big-Chills, , Big-BouncesBig-Bounces (no Big- (no Big-Bang) and Bang) and loiteringloitering (almost static) universes (almost static) universes

    No general analytical solution of Friedmann eq.No general analytical solution of Friedmann eq. It is also a good description of the universe for It is also a good description of the universe for zz

  • 3838

    Exerc!

    Compute the boundary lines

    between Bounce/Chill

    and Chill/Crunch

  • 3939

  • 4040

    Radiation + MatterRadiation + Matter Good approximation for the early universe (Good approximation for the early universe (zz >> 2) >> 2) There is an analytical solution of Friedmann eq.There is an analytical solution of Friedmann eq.

  • 4141

    The The ΛΛCDM ModelCDM Model Very good description of the universe at all* timesVery good description of the universe at all* times

    * - after inflation (or for * - after inflation (or for zz

  • 4242

    BackgroundBackground(i.e. just (i.e. just

    expansion) expansion) contraints in contraints in

    20112011

    Suzuki et al. (1105.3470, ApJ)

  • 4343

    Current background contraintsCurrent background contraints

    Betoule et al. (1401.4064, A&A)

  • 4444

    Current Current background background contraints contraints

    w ≡

    wD

    E

    Scolnic et al. (1710.00845, ApJ)

  • 4545

  • 4646

  • 4747

  • 4848

    Chapter 6Chapter 6 Measuring Cosmological ParametersMeasuring Cosmological Parameters

    The deceleration parameterThe deceleration parameter Cosmological DistancesCosmological Distances

    Comoving dist.Comoving dist. Luminosity dist.Luminosity dist. Angular-diameter dist.Angular-diameter dist.

    Standard CandlesStandard Candles Standard RulersStandard Rulers

    Supplement BibliographySupplement Bibliography Hogg - Hogg - Distance measures in cosmology Distance measures in cosmology (astroph/9905116)(astroph/9905116)

  • 4949

    The deceleration parameterThe deceleration parameter It is reasonable to assume that the universe expansion is It is reasonable to assume that the universe expansion is

    smooth in timesmooth in time Useful to Taylor expand Useful to Taylor expand aa((tt))

    Where we defined the dimensionless decel. parameter Where we defined the dimensionless decel. parameter qq00

  • 5050

    The deceleration parameter (2)The deceleration parameter (2) Allan Sandage described cosmology in the 70's as a search Allan Sandage described cosmology in the 70's as a search

    of two numbers: of two numbers: qq00 and and HH00 Advantages of Taylor exp. model independent quantities→Advantages of Taylor exp. model independent quantities→

    qq00 and and HH00 can be related to model-dependent cosmological can be related to model-dependent cosmological

    parametersparameters

    Both Both qq00 and and HH00 are now well measured (errors around 10% are now well measured (errors around 10%

    and 1%, respectively)and 1%, respectively) We can now go to higher order snap and jerk parameters.→We can now go to higher order snap and jerk parameters.→

    See Visser 2003 (See Visser 2003 (gr-qc/0309109gr-qc/0309109)) The current trend in cosmology favors another The current trend in cosmology favors another

    parametrization parametrize dark energy's →parametrization parametrize dark energy's → w(z)w(z)

    https://arxiv.org/abs/gr-qc/0309109

  • 5151

    The deceleration parameter (3)The deceleration parameter (3) qq00 andand HH00 can be related to model-depend. cosmological param. can be related to model-depend. cosmological param.

    qq0 0 →→ From the deceleration equation we get: From the deceleration equation we get:

    HH0 0 →→ from the Hubble law we get: from the Hubble law we get: But how do we measure But how do we measure dd??

  • 52

    Distances in Cosmology: Distances in Cosmology: Stellar ParallaxStellar Parallax

  • 5353

    Distances in CosmologyDistances in Cosmology Inside the Inside the Solar SystemSolar System Laser Ranging→ Laser Ranging→

    Shoot a strong laser at a planet and measure the time it Shoot a strong laser at a planet and measure the time it takes to be reflected back to ustakes to be reflected back to us

    Inside the Inside the Milky WayMilky Way stellar parallax→ stellar parallax→ Requires precise astrometry.Requires precise astrometry. Maximum distance measured: 500 pc (1600 ly), by the Maximum distance measured: 500 pc (1600 ly), by the

    Hipparcos satellite (1989–1993)Hipparcos satellite (1989–1993) 2013 launch of Gaia satellite (2013 – 2022) goal of → →2013 launch of Gaia satellite (2013 – 2022) goal of → →

    parallaxes up to ~10 kpcparallaxes up to ~10 kpc Compare with:Compare with:

    Milky Way ~15 kpc radius→Milky Way ~15 kpc radius→ Andromeda ~1 Mpc→Andromeda ~1 Mpc→

  • 5454

    Luminosity DistanceLuminosity Distance We can We can definedefine the luminosity distance the luminosity distance ddLL by by analogyanalogy with with

    the euclidean distance given by the measured flux of a the euclidean distance given by the measured flux of a source of known intrinsic luminosity (i.e., a source of known intrinsic luminosity (i.e., a standard candlestandard candle))

    In FLRW, the area of a sphere is given byIn FLRW, the area of a sphere is given by

  • 5555

    Luminosity Distance (2)Luminosity Distance (2) Apart from the area distortion due to curvature, Apart from the area distortion due to curvature,

    expansion introduces a (1 + expansion introduces a (1 + zz))22 correction: correction: Expansion Doppler we measure → →Expansion Doppler we measure → → larger wavelengthslarger wavelengths → →

    energy drops by 1 + energy drops by 1 + zz Expansion The →Expansion The → raterate of photons arriving are also smaller of photons arriving are also smaller

    than the rate of photons emitted also by 1 + than the rate of photons emitted also by 1 + zz

    In particular, in flat-spaces we getIn particular, in flat-spaces we get

  • 5656

    Angular Diameter DistanceAngular Diameter Distance For an object of known physical size For an object of known physical size ℓℓ ( (i.e.i.e. a standard a standard

    ruler), the distance is related to its angular size by (for ruler), the distance is related to its angular size by (for small angles)small angles)

    ℓdA

  • 5757

    Angular Diameter Distance (2)Angular Diameter Distance (2) Contrary to what’s written on RydenContrary to what’s written on Ryden, there is now (since , there is now (since

    ~2005) a very reliable standard ruler in cosmology the →~2005) a very reliable standard ruler in cosmology the →baryonic acoustic oscillation (BAO) scale (~ 150 Mpc)baryonic acoustic oscillation (BAO) scale (~ 150 Mpc) We will come back to it laterWe will come back to it later

    CuriosityCuriosity: one can define the angular diameter distance in : one can define the angular diameter distance in two ways: length / angle or area / solid angletwo ways: length / angle or area / solid angle

    In FLRW, both definitions coincideIn FLRW, both definitions coincide In some In some non-isotropicnon-isotropic cases, they do not! cases, they do not!

  • 5858

    Angular Diameter Distance (3)Angular Diameter Distance (3)

    We have found that in FLRW there is a simple relation We have found that in FLRW there is a simple relation between angular diameter and luminosity distancesbetween angular diameter and luminosity distances

    This a particular case of the Etherington (duality) This a particular case of the Etherington (duality) Theorem:Theorem: The above is valid in ANY metric theory (doesn't have to be The above is valid in ANY metric theory (doesn't have to be

    GR, doesn't have to be FLRW)GR, doesn't have to be FLRW)

  • 5959

  • 6060

  • 6161

    Summary of DistancesSummary of Distances Based on HoggBased on Hogg (astroph/9905116)(astroph/9905116)

    Big Big HH and small and small hh → → The Hubble Distance:The Hubble Distance:

    The auxiliary function The auxiliary function E(z)E(z)::

    Remember that for radial geodesics:Remember that for radial geodesics:

  • 6262

    Summary of Distances (2)Summary of Distances (2) So we define the So we define the line-of-sight comovingline-of-sight comoving distance as the distance as the

    distance constant for objects in the Hubble flow:distance constant for objects in the Hubble flow:

    AllAll other distances can be defined in terms of d other distances can be defined in terms of dCC We define the We define the transverse comovingtransverse comoving distance as the distance distance as the distance

    that when multiplied by that when multiplied by δθδθ gives the comoving d gives the comoving dCC between between 2 objects at the same 2 objects at the same z z & separated by & separated by δθδθ::

  • 6363

    Summary of Distances (3)Summary of Distances (3) The The angular diameterangular diameter distance is given simply by: distance is given simply by:

    When discussing gravitational lensing effects, one When discussing gravitational lensing effects, one naturally need to compute naturally need to compute ddAA between two objects, one at between two objects, one at zz11, the other at , the other at zz22. The . The ddAA's do 's do notnot sum! sum!

    E.g.: for E.g.: for κκ < 0 (< 0 (ΩΩκκ00 > 0), we have > 0), we have Exerc!

  • 6464

    Summary of Distances (4)Summary of Distances (4) As we have shown, the As we have shown, the luminosity distanceluminosity distance is related to is related to

    the angular diameter distance in a simple way:the angular diameter distance in a simple way:

    The The distance modulus DMdistance modulus DM relates d relates dLL with the astronomer's with the astronomer's beloved beloved magnitudemagnitude (negative log) system (negative log) system Ancient Greeks stars visible at night were classified in 6 →Ancient Greeks stars visible at night were classified in 6 →

    different apparent magnitude (different apparent magnitude (mm) categories) categories mm = 1 the brightest; → = 1 the brightest; → m m = 6 the fainter→= 6 the fainter→

    The absolute magnitude The absolute magnitude MM is intrinsic. Defined as is intrinsic. Defined as mm at 10 pc. at 10 pc.

  • 6565

    Apparent magnitudes (Apparent magnitudes (mm) examples) examplesobject mSun – 26.7Full moon – 12.7Mars (max brightness) – 2.94Sirius (brightest star) – 1.44SN 1987A (@ Large Magellanic Cloud) 3.03Andromeda galaxy (closest galaxy) 3.44Brightest quasar (3C 273, z = 0.16) 12.9DES survey limit m (g-band) ~24.5LSST survey limit m (r-band) ~27.5Hubble Ultra Deep Field limit m ~30.5

  • 6666

    Summary of Distances (5)Summary of Distances (5) We can combine the previous distances to compute a We can combine the previous distances to compute a

    comoving volumecomoving volume The simplest volume is a combination of 1 radial and 2 The simplest volume is a combination of 1 radial and 2

    transverse separationstransverse separations For small dFor small dzz and d and dΩΩ, it is given by, it is given by

    The total all-sky comoving volume in from redshift 0 to The total all-sky comoving volume in from redshift 0 to zz::

  • 6767

    Standard CandlesStandard Candles A plot of distance vs. A plot of distance vs. zz is called a is called a Hubble DiagramHubble Diagram To measure distances at To measure distances at zz >~ 10 >~ 10–5–5 (~0.04 Mpc) we need (~0.04 Mpc) we need

    good standard candles (known intrinsic luminosity) or good standard candles (known intrinsic luminosity) or good standard rulers (known intrinsic size)good standard rulers (known intrinsic size)

    There are 2 classic standard (rigorously, There are 2 classic standard (rigorously, standardiziblestandardizible) ) candles in cosmology:candles in cosmology: Cepheid variable stars (Cepheid variable stars (0 < 0 < zz < 0.01 < 0.01)) Type Ia Supernovae (Type Ia Supernovae (0 < 0 < zz < 2 < 2))

    Both classes have Both classes have intrinsic variabilityintrinsic variability, but there are , but there are empirical relations that allow us to calibrate and empirical relations that allow us to calibrate and standardizestandardize them them

  • 6868

    CepheidsCepheids Cepheid variable stars are very luminous (Cepheid variable stars are very luminous (LL ~ 400 – 40000 ~ 400 – 40000

    LLsunsun) stars which oscillate with period ) stars which oscillate with period PP ~ 1 – 60 days ~ 1 – 60 days Henrietta Leavitt discovered in the 1910's that there is a Henrietta Leavitt discovered in the 1910's that there is a

    strong correlationstrong correlation between between PP and and LL Longer Longer PP higher ↔ higher ↔ LL By looking at the Magellanic Clouds only, she knew their By looking at the Magellanic Clouds only, she knew their

    distance was ~ similardistance was ~ similar Milky Way Cepheids can be calibrated with parallaxMilky Way Cepheids can be calibrated with parallax

    Measuring Measuring PP gives gives LL and and ddLL, up to some scatter, up to some scatter Scatter in distance modulus Scatter in distance modulus DMDM is ~ 0.2 mag (i.e. ~9%) is ~ 0.2 mag (i.e. ~9%) 1604.01424 measurement of 600+ Cepheids with Hubble →1604.01424 measurement of 600+ Cepheids with Hubble →

    (HST) gives (HST) gives HH00 with to 2.4% precision with to 2.4% precision

  • 6969

    Cepheids (2)Cepheids (2) Most classical Cepheids are fundamental-mode pulsatorsMost classical Cepheids are fundamental-mode pulsators

    appa

    rent

    mag

    nitu

    de

    phase phase

  • 7070

    Cepheids (3)Cepheids (3)The The P – LP – L relation relation is calibrated with is calibrated with parallax distancesparallax distances

    BlueBlue points: points: Hipparcos + Hipparcos + Hubble FCSHubble FCS

    RedRed points: Hubble points: Hubble WFC3WFC3

    Riess et al. (1801.01120, ApJ)

  • 7171

    Type Ia SupernovaeType Ia Supernovae Supernovae (SNe) are Supernovae (SNe) are very brightvery bright explosions of stars explosions of stars There are 2 major kinds of SNeThere are 2 major kinds of SNe

    Core-collapse (massive stars which run out of H and He)Core-collapse (massive stars which run out of H and He) Collapse by mass accretion in binary systems (Collapse by mass accretion in binary systems (type Iatype Ia))

    White dwarf + red giant companion (single degenerate)White dwarf + red giant companion (single degenerate) White dwarf + White dwarf (double degenerate)White dwarf + White dwarf (double degenerate) Type Ia SNe explode with a more standard energy releaseType Ia SNe explode with a more standard energy release

    Chandrasekar limit on white dwarf mass: MChandrasekar limit on white dwarf mass: Mmaxmax = 1.44 M = 1.44 Msunsun Beyond this instability explosion→ →Beyond this instability explosion→ →

    Besides having less intrinsic scatter, it was discovered by Besides having less intrinsic scatter, it was discovered by Phillips in '93 that there is a strong correlation between the Phillips in '93 that there is a strong correlation between the brightness and duration of a supernovaebrightness and duration of a supernovae

  • 7272

  • 7373

  • 7474

    SupernovaeSupernovae

  • 7575

  • 7676

    Type Ia Supernovae (2)Type Ia Supernovae (2)

  • 7777

    Type Ia Supernovae (3)Type Ia Supernovae (3)

  • 7878

    Type Ia Supernovae (2)Type Ia Supernovae (2)

    After taking the stretch – luminosity correlation into After taking the stretch – luminosity correlation into account scatter in distance modulus DM ~ 0.2 – 0.3 mag→account scatter in distance modulus DM ~ 0.2 – 0.3 mag→ Current & near-future scatter only ~ 0.15 mag (i.e. ~7%)→Current & near-future scatter only ~ 0.15 mag (i.e. ~7%)→

    What is the fundamental limit? 0.12 mag? 0.1 mag?What is the fundamental limit? 0.12 mag? 0.1 mag? Supernovae can be seen Supernovae can be seen very farvery far

    Farthest type-Ia supernova yetFarthest type-Ia supernova yet: : zz = 1.998* = 1.998* Nearby SNe can be callibrated with Cepheids (1103.2976)Nearby SNe can be callibrated with Cepheids (1103.2976) Allows measurement of Allows measurement of ddLL to high to high zz

    Allows constraints on cosmologyAllows constraints on cosmology Allows Allows 2011 Nobel Prize 2011 Nobel Prize

    * Smith et al., 1712.04535

  • 7979

    Type Ia Supernovae (3)Type Ia Supernovae (3) Other scenearios have been proposed for Other scenearios have been proposed for type Ia SNetype Ia SNe White dwarf + White dwarf (double degenerate scenario)White dwarf + White dwarf (double degenerate scenario)

    Arises from a merger, not from gas accretionArises from a merger, not from gas accretion Thus the progenitor need not be below the Chandrasekar Thus the progenitor need not be below the Chandrasekar

    limitlimit Another class of SN was recently discovered: superluminous SNeAnother class of SN was recently discovered: superluminous SNe

    Over 10 times brighter than type Ia Over 10 times brighter than type Ia Over 10 times more rareOver 10 times more rare Can be seen at Can be seen at zz > 3 > 3

    What we are sure of:What we are sure of: SNe Ia – less intrinsic scatter + strong SNe Ia – less intrinsic scatter + strong correlation between brightness & durationcorrelation between brightness & duration

    Scovacricchi, Nichol, Bacon, Sullivan, Prajs (1511.06670 – MNRAS)

  • 8080

    Type Ia Supernovae (4)Type Ia Supernovae (4) SNe Ia are so far the only SNe Ia are so far the only provenproven standard(izible) candles standard(izible) candles

    for cosmologyfor cosmology With good measurements With good measurements →→ scatter < scatter < 0.15 mag0.15 mag in the in the

    Hubble diagramHubble diagram But arguably they are subject to more systematic effects But arguably they are subject to more systematic effects

    than BAO (baryon acoustic oscillations) & CMBthan BAO (baryon acoustic oscillations) & CMB Systematic errors (calibration, intervening dust, non type Ia Systematic errors (calibration, intervening dust, non type Ia

    contamination, etc.) contamination, etc.) alreadyalready the dominant part (N the dominant part (NSNeSNe ~ 1000) ~ 1000)

    In the next ~10 years – statistics will increase by In the next ~10 years – statistics will increase by 100x100x Huge effort to improve understanding of systematicsHuge effort to improve understanding of systematics

    Howell, 1011.0441 (review of SNe)

  • 8181

    Hubble Hubble diagram diagram 1999 1999

    (~50 SNe)(~50 SNe)

  • 8282

    Hubble diagram 2014 JLA catalog (740 SNe)

    Hubble residual

  • 8383

    Hubble diagram log[dL(z)]

  • 8484

    ConstraintsConstraintsin 1999 in 1999 (~50 SNe)(~50 SNe)

  • 8585

    ConstraintsConstraintsin 2017 in 2017 1049 SNe1049 SNe

  • 8686

    Constraints 2014Constraints 2014

  • 8787

    The Cosmic Distance Ladder

    Riess et al., 1604.01424

  • 8888

    Standard SirensStandard Sirens Gravitational waves can also be used as standard Gravitational waves can also be used as standard

    candles (called standard sirens)candles (called standard sirens) Currently we can detect (with LIGO-Virgo) mergers of Currently we can detect (with LIGO-Virgo) mergers of

    black-hole (black-hole (BHBH) and neutron-star () and neutron-star (NSNS) pairs) pairs LIGO-Virgo has measured 11 GW events (10 BH-BH and LIGO-Virgo has measured 11 GW events (10 BH-BH and

    1 NS-NS binary merger)1 NS-NS binary merger) NS-NS (and BH-NS) mergers produce an optical NS-NS (and BH-NS) mergers produce an optical

    counterpartcounterpart In the future we may detect also other GW sourcesIn the future we may detect also other GW sources

  • 8989

    Standard SirensStandard Sirens The gravitational wave detectors measure the amplitude The gravitational wave detectors measure the amplitude

    and more generally the whole waveform of the GWsand more generally the whole waveform of the GWs The amplitude depends on the luminosity distanceThe amplitude depends on the luminosity distance The redshift also affects the waveform due to time-The redshift also affects the waveform due to time-

    dilation, but this effect is degenerate with other GW dilation, but this effect is degenerate with other GW parameters very large errors (→parameters very large errors (→ σσzz))

    If we have an optical counterpart we can also measure If we have an optical counterpart we can also measure very-well the redshift (from the host galaxy)very-well the redshift (from the host galaxy)

    A pair (A pair (zz , , ddLL) = a standard candle!) = a standard candle!

  • 9090

    Current Standard SirensCurrent Standard Sirens E.g.: 4 BH-BH GWs detected by LIGOE.g.: 4 BH-BH GWs detected by LIGO

  • 9191

    σσddLL ~30–50% (0.7–1 mag) BH-BH & ~25% (0.5 mag) NS-NS ~30–50% (0.7–1 mag) BH-BH & ~25% (0.5 mag) NS-NS

    Correlated with e.g. orbital inclination angle & chirp mass Correlated with e.g. orbital inclination angle & chirp mass ΜΜ

    Current Standard SirensCurrent Standard Sirens

    LIGO-Virgo coll., 1811.12907

  • 9292

    E.g.: HE.g.: H00 from 1 Siren (GW170817) from 1 Siren (GW170817)

  • 9393

    – – End of Part II –End of Part II –

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