SLIDE 1 Anne Hutter
Catherine Watkinson, Jacob Seiler, Cathryn Trott, Pratika Dayal, Darren Croton, Manodeep Sinha,
Shedding light on the epoch of reionization with the 21cm signal
ARC CENTRE OF EXCELLENCE FOR ALL SKY ASTROPHYSICS IN 3D
SLIDE 2
Anne Hutter Epoch of Reionization 2
The Epoch of Reionization
What is the reionization history, the evolution of ⟨χHI⟩? What is the ionization topology, the evolution of the sizes and location of the ionized regions? What are the sources of reionization and what is their escape fraction of ionizing photons into the IGM? How does reionization afgect galaxy formation & evolution?
SLIDE 3
Anne Hutter Epoch of Reionization 3
The Epoch of Reionization
What is the reionization history, the evolution of ⟨χHI⟩? What is the ionization topology, the evolution of the sizes and location of the ionized regions? What are the sources of reionization and what is their escape fraction of ionizing photons into the IGM? How does reionization afgect galaxy formation & evolution?
SLIDE 4 Anne Hutter Epoch of Reionization 4
Observational constraints on reionization
➢ Cosmic Microwave Background
- ptical depth τ = 0.054 ± 0.007
➢ QSO absorption spectra ➢ Lyman-α emitter luminosity
function & clustering
➢ GRB afterglow spectra
Planck 2018
Davies+ 2018 Konno+ 2018 IGM damping wing in QSO absorption spectra during reionization
SLIDE 5 Anne Hutter Epoch of Reionization 5
Lyman α emitters (LAEs) in the intergalactic medium
fesc = escape fraction of ionizing photons ( λ<912Å )
ISM HI
Lyman α photons emitted (recombination radiation) ISM = interstellar medium IGM = intergalactic medium
IGM galaxy
Hutter+ 2014
SLIDE 6 Anne Hutter Epoch of Reionization 6 fesc = escape fraction of ionizing photons ( λ<912Å )
galaxy ISM HI
Lyman α photons emitted (recombination radiation) ISM = interstellar medium IGM = intergalactic medium
IGM
neutral
ionized
Hutter+ 2014
Lyman α emitters (LAEs) in the intergalactic medium
SLIDE 7 Anne Hutter Epoch of Reionization 7 fesc = escape fraction of ionizing photons ( λ<912Å ) fα = escape fraction of Lyman α photons ( λ=1216Å )
galaxy ISM HI
Lyman α photons emitted (recombination radiation)
dust
scattering absorption
ISM = interstellar medium IGM = intergalactic medium
IGM
neutral
ionized
Hutter+ 2014
Lyman α emitters (LAEs) in the intergalactic medium
SLIDE 8 Anne Hutter Epoch of Reionization 8 fesc = escape fraction of ionizing photons ( λ<912Å ) fα = escape fraction of Lyman α photons ( λ=1216Å )
galaxy ISM HI
Lyman α photons emitted (recombination radiation)
dust
scattering absorption
ISM = interstellar medium IGM = intergalactic medium
IGM
neutral redshifted out of resonance & transmitted through IGM
ionized
absorption by HI
Hutter+ 2014
Lyman α emitters (LAEs) in the intergalactic medium
LAE selection criteria: Lα
EW > 20 Å
SLIDE 9 Anne Hutter Epoch of Reionization 9 fesc = escape fraction of ionizing photons ( λ<912Å ) fα = escape fraction of Lyman α photons ( λ=1216Å )
galaxy ISM HI
Lyman α photons emitted (recombination radiation)
dust
scattering absorption
ISM = interstellar medium IGM = intergalactic medium
IGM
neutral redshifted out of resonance & transmitted through IGM
ionized
absorption by HI
Hutter+ 2014
Lyman α emitters (LAEs) in the intergalactic medium
LAE selection criteria: Lα
EW > 20 Å
intrinsic luminosity dust attenuation IGM attenuation
SLIDE 10 Anne Hutter Epoch of Reionization 10
Lyman α emitters as probe of reionization
Konno+ 2018 dust increases
SLIDE 11 Anne Hutter Epoch of Reionization 11
Lyman α emitters as probe of reionization
Konno+ 2018 Ionizing escape fraction increases dust increases
SLIDE 12 Anne Hutter Epoch of Reionization 12
Lyman α emitters as probe of reionization
Konno+ 2018 HI in IGM increases Ionizing escape fraction increases dust increases
Degeneracy between the ionizing escape fraction, dust attenuation & reionization (Hutter+ 2014)
SLIDE 13 Anne Hutter Epoch of Reionization 13
Lyman α emitters as probe of reionization
Konno+ 2018 HI in IGM increases Ionizing escape fraction increases dust increases
Degeneracy between the ionizing escape fraction, dust attenuation & reionization (Hutter+ 2014)
z~8.7
z~8.7 EGSY8p7 (Zitrini+2015) z~7.7 EGS-zs8-1 (Oesch+ 2015) z~7.5 EGS-zs82 (Roberts-Borsani+ 2016)
z~7.7 z~7.5
SLIDE 14
Anne Hutter Epoch of Reionization 14
21cm SIGNAL
(maps)
Ionization topology with the 21cm signal
n1 n0 Distribution of atoms in states F=0 and F=1 is given by the spin temperature Ts & controls intensity of the 21cm signal During the Epoch of Reionization the 21cm signal traces the neutral hydrogen density. Ionized regions appear as holes.
SLIDE 15 Anne Hutter Epoch of Reionization 15 cross correlation function ξ21cm,LAE distance [h-1 Mpc]
⟨χHI⟩ decreases ⟨XHI⟩ = 0.5 ⟨XHI⟩ = 0.25 ⟨XHI⟩ = 0.1
photoionization rate increases
Hutter+ 2017
Constraining reionization with 21cm - LAE cross correlations
see also Vrbanec+2016, 2019, Sobacchi+ 2016, Heneka+2017, Kubota+2018
21cm-LAE cross correlations trace:
➢ IGM ionization state (amplitude) ➢ size of ionized regions around
LAEs (turn over) 21 cm galaxies
Lidz+ 2009
Hydro + RT 80h-1 Mpc box
SLIDE 16 Anne Hutter Epoch of Reionization 16
1 10 1 10 1 10 r [h-1 Mpc] r [h-1 Mpc]
⟨XHI⟩ = 0.5 ⟨XHI⟩ = 0.25 ⟨XHI⟩ = 0.1
δ P21 ,LAE
2
(k) = 2 P21, LAE
2
(k) + 2 [P21(k) + σ21
2 (k)] [P LAE(k) + σLAE 2
(k)]
21cm sample variance LAE sample variance thermal noise shot noise
Survey luminosity limit Survey volume
decreases decreases
r [h-1 Mpc] 1 10 Hutter+ 2018
Best survey parameters for detecting 21cm-LAE cross correlations with SKA
SLIDE 17 Anne Hutter Epoch of Reionization 17
1 10 1 10 1 10 r [h-1 Mpc] 1 10 r [h-1 Mpc] r [h-1 Mpc]
δ P21 ,LAE
2
(k) = 2 P21, LAE
2
(k) + 2 [P21(k) + σ21
2 (k)] [P LAE(k) + σLAE 2
(k)]
21cm sample variance LAE sample variance thermal noise shot noise
Survey luminosity limit Survey volume
decreases decreases SILVERRUSH HSC ⟨XHI⟩ = 0.5 ⟨XHI⟩ = 0.25 ⟨XHI⟩ = 0.1 z = 6.6 Δz = 0.1 HSC: 1.8 deg2 SILVERRUSH: 21 deg2
Hutter+ 2018
Best survey parameters for detecting 21cm-LAE cross correlations with SKA
SLIDE 18 Anne Hutter Epoch of Reionization 18
1 10 1 10 1 10 r [h-1 Mpc] 1 10 r [h-1 Mpc] r [h-1 Mpc]
δ P21 ,LAE
2
(k) = 2 P21, LAE
2
(k) + 2 [P21(k) + σ21
2 (k)] [P LAE(k) + σLAE 2
(k)]
21cm sample variance LAE sample variance thermal noise shot noise
Survey luminosity limit Survey volume
faint bright intermediate Lα = 1041-42 erg s-1 Lα = 1042-43 erg s-1 Lα > 1043 erg s-1 HSC SILVERRUSH
Hutter+ 2018
Best survey parameters for detecting 21cm-LAE cross correlations with SKA
SLIDE 19 Anne Hutter Epoch of Reionization 19
FoV [deg2] 1 10 V [Mpc3] V [Mpc3] V [Mpc3] FoV [deg2] FoV [deg2] 1 10 1 10
With current instruments shallow large FoV surveys are achievable FoV > 20 deg2 and Lα > 8x1042 erg s-1
Hutter+ 2018, 2019
Best survey parameters for detecting 21cm-LAE cross correlations with SKA
SLIDE 20
Anne Hutter Epoch of Reionization 20
The Epoch of Reionization
What is the reionization history, the evolution of ⟨χHI⟩? What is the ionization topology, the evolution of the sizes and location of the ionized regions? What are the sources of reionization and what is their escape fraction of ionizing photons into the IGM? How does reionization afgect galaxy formation & evolution?
SLIDE 21 Anne Hutter Epoch of Reionization 21
The Epoch of Reionization
What is the reionization history, the evolution of ⟨χHI⟩? What is the ionization topology, the evolution of the sizes and location of the ionized regions? What are the sources of reionization and what is their escape fraction of ionizing photons into the IGM? How does reionization afgect galaxy formation & evolution? gas
star formation
GALAXY
Escape fraction
GALAXY
SLIDE 22 Shedding light on reionization with 21cm 22
Bouwens+ 2019
The sources of reionization
Star-forming galaxies can provide enough HI ionizing photons to reionize the
- Universe. e.g. Finkelstein+ 2019,
Robertson+2015, Mutch+ 2016, Seiler+ 2019
Contribution from AGN is probably small.
e.g. Weigel+ 2015, Parsa+2017, Onoue+2017, Kulkarni+ 2019, Qin+ 2017, Yoshiki+ 2018, Trebitsch+ 2018, Mitra+ 2018
UV luminosity function
SLIDE 23 Shedding light on reionization with 21cm 23
Bouwens+ 2019
The sources of reionization
UV luminosity function
˙ Nion = f esc ξion ρUV
The number of ionizing photons is given by
Escape fraction
LyC photon production effjciency UV luminosity density of galaxies
?
Star-forming galaxies can provide enough HI ionizing photons to reionize the
- Universe. e.g. Finkelstein+ 2019,
Robertson+2015, Mutch+ 2016, Seiler+ 2019
Contribution from AGN is probably small.
e.g. Weigel+ 2015, Parsa+2017, Onoue+2017, Kulkarni+ 2019, Qin+ 2017, Yoshiki+ 2018, Trebitsch+ 2018, Mitra+ 2018
SLIDE 24 Shedding light on reionization with 21cm 24 The number of ionizing photons is given by
The escape fraction of ionizing photons into the IGM
Bouwens+ 2016, Harikane+ 2018, Lam+ 2019, Naidu+ 2019
˙ Nion = f esc ξion ρUV
Escape fraction
LyC photon production effjciency UV luminosity density
Naidu+ 2019
ξion: inferred from Hα emission line measurements at z~4-5 ρ
UV: inferred from UV luminosity
functions at z=4-10
SLIDE 25 Anne Hutter Epoch of Reionization 25
The ionizing escape fraction & the ionization topology
BUT: realistically the escape fraction of ionizing photons will depend on the physical processes and gas distributions in the galaxies
gas
star formation
GALAXY
Escape fraction
GALAXY
Paardekooper+ 2015, Kimm+ 2017, 2019, Trebitsch+ 2018, Seiler+ 2018
SLIDE 26
Anne Hutter Epoch of Reionization 26
The ionizing escape fraction & the ionization topology
BUT: realistically the escape fraction of ionizing photons will depend on the physical processes and gas distributions in the galaxies
low Mhalo high Mhalo
SLIDE 27
Anne Hutter Epoch of Reionization 27
The ionizing escape fraction & the ionization topology
BUT: realistically the escape fraction of ionizing photons will depend on the physical processes and gas distributions in the galaxies
low Mhalo high Mhalo
fesc = constant
SLIDE 28
Anne Hutter Epoch of Reionization 28
The ionizing escape fraction & the ionization topology
BUT: realistically the escape fraction of ionizing photons will depend on the physical processes and gas distributions in the galaxies
low Mhalo high Mhalo
fesc increases with Mhalo
SLIDE 29
Anne Hutter Epoch of Reionization 29
The ionizing escape fraction & the ionization topology
BUT: realistically the escape fraction of ionizing photons will depend on the physical processes and gas distributions in the galaxies
low Mhalo high Mhalo
fesc decreases Mhalo
SLIDE 30
Anne Hutter Epoch of Reionization 30
The Epoch of Reionization
What is the reionization history, the evolution of ⟨χHI⟩? What is the ionization topology, the evolution of the sizes and location of the ionized regions? What are the sources of reionization and what is their escape fraction of ionizing photons into the IGM? How does reionization afgect galaxy formation & evolution?
SLIDE 31 Shedding light on reionization with 21cm
The ionization topology
fesc ∝ fej fesc ∝ SFR fesc = const.
Ionized bubbles have similar sizes
➢ fesc increases with SFR
(↑ with Mh)
➢ fesc is constant. ➢ fesc increases with the
ejected gas fractions (↓ with Mh) gas
star formation
GALAXY
Escape fraction
GALAXY
Seiler, Hutter+ 2019
160 cMpc RSAGE: semi-numerical model
- f galaxy evolution & reionization
SLIDE 32 Shedding light on reionization with 21cm
The ionization topology
fesc ∝ fej fesc ∝ SFR fesc = const.
Ionized bubbles have similar sizes
Hutter+ 2019, arXiv 1907.04342
f
e s c
= c
s t f
e s c
∝ S F R
Ionized regions become larger from fesc ∝ fej to fesc ∝ SFR 160 cMpc
SLIDE 33 Shedding light on reionization with 21cm
The ionization topology
fesc ∝ fej fesc ∝ SFR fesc = const.
Ionized bubbles have similar sizes
Hutter+ 2019, arXiv 1907.04342
f
e s c
= c
s t f
e s c
∝ S F R
Neutral regions become also larger from fesc ∝ fej to fesc ∝ SFR 160 cMpc
SLIDE 34
Shedding light on reionization with 21cm 34
More information with higher-order statistics?
The 21cm power spectrum only traces the Gaussian part. Analyzing non-Gaussianities with the 21cm BISPECTRUM during reionization The 21cm signal from reionization is non-Gaussian.
SLIDE 35 Shedding light on reionization with 21cm 35
21cm bispectra tracing ionization topology?
(2π)
3 B( ⃗
k1, ⃗ k2, ⃗ k3) δD( ⃗ k1+ ⃗ k2+ ⃗ k3)=⟨Δ( ⃗ k1) Δ( ⃗ k2) Δ( ⃗ k3) ⟩
Bispectrum is the Fourier transform of the 3-point correlation function:
contributes only when ⃗ k1+ ⃗ k2+ ⃗ k3=0
|k3| increases
k
1
k
1
k
2
k
2
k
3
k
3
k
1
k
2
k
3
θ
e q u i l a t e r a l s t r e t c h e d s q u e e z e d
≤ c
θ <
5
5 < c
θ ≤ 1
θ θ
c
θ =
5
Watkinson+2017
SLIDE 36 Shedding light on reionization with 21cm 36
21cm bispectra tracing ionization topology?
(2π)
3 B( ⃗
k1, ⃗ k2, ⃗ k3) δD( ⃗ k1+ ⃗ k2+ ⃗ k3)=⟨Δ( ⃗ k1) Δ( ⃗ k2) Δ( ⃗ k3) ⟩
Bispectrum is the Fourier transform of the 3-point correlation function:
contributes only when ⃗ k1+ ⃗ k2+ ⃗ k3=0
|k3| increases
k
1
k
1
k
2
k
2
k
3
k
3
k
1
k
2
k
3
θ
e q u i l a t e r a l s t r e t c h e d s q u e e z e d
≤ c
θ <
5
5 < c
θ ≤ 1 B < B >
θ θ
c
θ =
5
+ _ Watkinson+2017
SLIDE 37 Shedding light on reionization with 21cm 37
21cm bispectra tracing ionization topology?
(2π)
3 B( ⃗
k1, ⃗ k2, ⃗ k3) δD( ⃗ k1+ ⃗ k2+ ⃗ k3)=⟨Δ( ⃗ k1) Δ( ⃗ k2) Δ( ⃗ k3) ⟩
Bispectrum is the Fourier transform of the 3-point correlation function:
contributes only when ⃗ k1+ ⃗ k2+ ⃗ k3=0
B > 0 : concentrated over-densities neutral regions B < 0 : concentrated under-densities ionized regions 21cm signal δTb
|k3| increases
Δ(⃗ k)=FT [δT b(⃗ x)]
k
1
k
1
k
2
k
2
k
3
k
3
k
1
k
2
k
3
θ
e q u i l a t e r a l s t r e t c h e d s q u e e z e d
≤ c
θ <
5
5 < c
θ ≤ 1 B < B >
θ θ
c
θ =
5
+ _
SLIDE 38 Shedding light on reionization with 21cm 38
21cm bispectra tracing ionization topology?
B( ⃗ k1, ⃗ k2, ⃗ k3)
√k1 k2 k 3 P(k 1) P(k 2) P(k3)
e q u i l a t e r a l s t r e t c h e d s q u e e z e d
l a r g e s c a l e s s m a l l s c a l e s
reionization progresses
d
i n a t e d b y n e u t r a l r e g i
s d
i n a t e d b y i
i z e d r e g i
s
Hutter+ 2019, arXiv 1907.04342 | k
1
| = | k
2
| | k
3
| i n c r e a s e s
see also Majumdar+ 2018
SLIDE 39 Shedding light on reionization with 21cm 39
21cm bispectra tracing ionization topology?
t r a c i n g R
i
c
θ ≃ . 5 s e n s i t i v e t
n e u t r a l
r e i
i z a t i
p r
e e d s R
i
R
n e u t r a l
peak of the size distribution of the ionized regions bispectra scale peak of the size distribution of the neutral regions
Hutter+ 2019, arXiv 1907.04342
The χHI (21cm) bispectrum undergoes 3 regimes during reionization:
➢ R > Rion & R < Rneutral ➢ R < Rion & R < Rneutral ➢ R < Rion & R > Rneutral
SLIDE 40 Shedding light on reionization with 21cm 40
21cm bispectra tracing ionization topology?
B( ⃗ k1, ⃗ k2, ⃗ k3)
√k1 k2 k 3 P(k 1) P(k 2) P(k3)
i
i z e d b u b b l e s g r
a b u n d a n c e
n e u t r a l r e g i
s r i s e s
e q u i l a t e r a l s t r e t c h e d s q u e e z e d k
i
= π / R
i
l a r g e s c a l e s s m a l l s c a l e s d
i n a t e d b y n e u t r a l r e g i
s d
i n a t e d b y i
i z e d r e g i
s
The χHI (21cm) bispectrum
➢ traces the typical ionized
bubble size at the early stages of reionization.
➢ is sensitive to the
abundance of neutral regions near the end of reionization.
Hutter+ 2019, arXiv 1907.04342 | k
1
| = | k
2
| | k
3
| i n c r e a s e s
see also Majumdar+ 2018
SLIDE 41 Shedding light on reionization with 21cm 41
21cm bispectra tracing ionization topology!
r e i
i z a t i
p r
e e d s R
i
R
n e u t r a l
peak of the size distribution of the ionized regions bispectra scale peak of the size distribution of the neutral regions
Hutter+ 2019, arXiv 1907.04342
The more the size distribution of the ionized and neutral regions is shifted to larger scales, the longer it remains in the regime where the bispectrum switches signs at cosθ ≃ 0.5 t r a c i n g R
i
c
θ ≃ . 5 s e n s i t i v e t
n e u t r a l
larger ionized & neutral regions
SLIDE 42
Shedding light on reionization with 21cm 42
21cm bispectra tracing ionization topology!
SLIDE 43 Shedding light on reionization with 21cm 43
21cm bispectra tracing ionization topology!
The 21cm bispectrum during reionization traces the ionization topology and difgers for difgerent ionizing escape fraction models. typical size of the ionized regions becomes larger
π/k = 4h-1 Mpc
Hutter+ 2019, arXiv 1907.04342
SLIDE 44 Shedding light on reionization with 21cm 44
Conclusions
21cm – LAE CROSS CORRELATIONS:
➢ Synergising 21cm observations with the underlying galaxy populations (specially
LAEs given their precise redshifts) will allow us to put constraints on reionization and the typical ionized bubble size around the respective galaxy population. GALACTIC PROPERTIES & TOPOLOGY OF REIONIZATION:
➢ Measuring the difgerence between the small- and large-scale 21cm power spectrum
can be used to constrain the trend of the ionizing escape fraction with galactic
- properties. A negative slope is a strong indicator for a biased distribution of the
ionizing emissivity.
➢ The 21cm bispectrum provides a valuable tracer of the ionization topology with the
change of sign tracking the typical size of the ionized regions during the earlier stages of reionization.