with: joop schaye leiden (as of last week) simulation provided by: tom theuns, volker springel, lars...

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with: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W. Sargent, M. Rauch Anthony Aguirre UC Santa Cruz Confronting models of intergalactic enrichment with the observations

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Page 1: With: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W

with:

Joop Schaye

Leiden (as of last week)

Simulation provided by:

Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay

QSO spectra by:

T.-S. Kim, W. Sargent, M. RauchAnthony Aguirre

UC Santa Cruz

Confronting models of intergalactic enrichment with

the observations

Page 2: With: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W

IGM metallicity provides information on:

History of star/galaxy formation.

Formation of unobservably early stars/galaxies.

UV ionizing background.

Feedback in galaxy formation processes.

Basic question: how did the enrichment happen?

Page 3: With: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W

Two basic enrichment scenarios:

1. “Early” enrichment by z >> 6 galaxies.

Features:• Outflows from protogalaxies/Pop. III.

• Small wells easier to escape from.

• Low outflow velocities -> little heating.

• IGM has time to “recover.”

Model as: no effect on IGM, metals sprinkled in.

QuickTime™ and aTIFF (Uncompressed) decompressor

are needed to see this picture.

Page 4: With: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W

Two basic enrichment scenarios:

2. “Late” enrichment by 2 < z < 6 galaxies.

Features:• Strong feedback during galaxy formation. • Heating of IGM.

• Supported: Observed z ~ 3 galaxies drive strong winds like low-z starbursts.

Page 5: With: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W

Two basic enrichment scenarios:

2. “Late” enrichment by 2 < z < 6 galaxies.

QuickTime™ and aTIFF (Uncompressed) decompressor

are needed to see this picture.

Page 6: With: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W

Two basic enrichment scenarios:

2. “Late” enrichment by 2 < z < 6 galaxies.

Features:• Strong feedback during galaxy formation. • Heating of IGM.

• Supported: Observed z ~ 3 galaxies drive strong winds like low-z starbursts.

• Galaxy formation theory: strong feedback seems necessary.

• Most of cosmic star formation at z < 5.

Page 7: With: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W

1. Look for evolution in Z at z < 5.

2. Check temperature of gas (late enrichment should come with/in hot gas).

3. Compare amount of metals with expectations.

4. Look at spatial distribution of metals.

5. Look at abundance ratios for info. on nucleosynthetic sources.

Signatures of early vs. late in observed IGM.

All this and more can be done with:

Page 8: With: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W

Pixel method in brief

HI, CIV pixel optical depth pairs

19x

Correlations(see Aguirre et al. 02; Schaye et al. 03 for details)

Page 9: With: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W

Two approaches:

Infer metallicity from observations (using non-enriching simulations were necessary).

Generate spectra from enrichment simulations and compare optical depth ratios to those in observed spectra.

Page 10: With: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W

1. Metallicity inferences

Correlations

UVB model

Hydro. simulations

Metallicities

Page 11: With: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W

Results: Carbon metallicities from CIV

1. The carbon metallicity [C/H] is inhomogeneous and density-dependant.

(see Schaye et al. 2003)

Page 12: With: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W

Results: Carbon metallicities from CIV

2. The median carbon metallicity [C/H] does not evolve (for our fiducial UVB) from z~4 to z~2.

Neither does ([C/H])

Page 13: With: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W

Results: Carbon metallicities from CIV

2. The median carbon metallicity [C/H] does not evolve (for our fiducial UVB) from z~4 to z~2.Clearly favors enrichment at z > 4.But: there is some room for more.

Page 14: With: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W

Results: Carbon metallicities from CIV

3. [C/H] depends on UVB model.

But very different UVBs can be ruled out.

Page 15: With: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W

Gas temperature from CIII, SiIII

4. CIII/CIV, SiIII/SiIV provide thermometer.Bulk of SiIV gas at T<104.9KLittle scatter in gas temp.But some evidence for hotter gas? (< 30%)Similar results using CIII/CIV.

(see Aguirre et al. 2004)

Page 16: With: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W

Gas temperature from CIII, SiIII

4. CIII/CIV, SiIII/SiIV provide thermometer.Most observed metals are in photoionized, warm gas, not the collisionally ionized warm/hot gas expected from winds.

Page 17: With: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W

Silicon metallicities from SiIV, CIV

5. SiIV/CIV vs CIV: ratios depend on , reproduced by simulation.

[Si/C] ~ 0.25-1.5 (for diff. UVBs)No scatter in

inferred [Si/C]

(see Aguirre et al. 2004)

Page 18: With: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W

Adding up global C, Si abundances.

6. Lots of metals in the forest![C/H] = -2.8, [Si/H] = -2.0

Easily half of all metals at z ~ 3. Can z >> 6 enrichment suffice? Also, clusters: metallicity evolution and/or hidden metals in hot gas and low-z IGM appears to have Z ~ 0.1 Zsol!

(see Aguirre et al. 2004)

Page 19: With: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W

Method 2: comparing observed spectra to feedback simulations by:Theuns et al. 02 and Springel & Hernquist 03

both: Smoothed Particle Hydrodynamics (SPH) simulations with baryon particle mass ~106 Msolar.But: different feedback prescriptions.

QuickTime™ and aTIFF (Uncompressed) decompressorare needed to see this picture.QuickTime™ and aTIFF (Uncompressed) decompressorare needed to see this picture.

(see Aguirre et al. 2005)

Page 20: With: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W

Comparison with CIV/HI

Non-feedback/imposed metallicity: good fit.

Feedback models: too low CIV/HI.

Page 21: With: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W

Comparison with CIII/CIV

Non-feedback/imposed metallicity: good fit.

Feedback models: too low CIII/CIV

Page 22: With: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W

Problem: gas too hot, too low-density

Enriched gas at 105-107 K, -1 < < 1

But CIV/C, CIII/CIV fall at low-, high T.

Enriched low-density gas

Page 23: With: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W

Problem: gas too hot, too low-density

Possible rescue: metal cooling.

Page 24: With: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W

Comparison with CIV/HI, CIII/CIV

With cooling prescription:

Better.

Not so much.

Page 25: With: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W

Final problem: sims. too inhomogeneous

Independent of cooling and UVB, simulations cannot simultaneously explain multiple percentiles.

Stems from small filling factor.

0.5% of metal-rich

0.05% of metal-free

Page 26: With: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W

Summary and Ruminations:

Simulations cannot reproduce CIV/HI, or CIII/CIV, or

CIV distribution. (But Metal cooling needed).

QuickTime™ and aTIFF (Uncompressed) decompressorare needed to see this picture.

QuickTime™ and aTIFF (Uncompressed) decompressorare needed to see this picture.

Page 27: With: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W

Summary and Ruminations:

Simulations cannot reproduce CIV/HI, or CIII/CIV, or CIV distribution. (But Metal cooling needed).

Galactic winds: hot, low filling-factor enrichment avoiding filaments.

But observations: cool, (relatively) high f.f., in filaments.

The observations are consistent with metals “sprinkled” at z > 5 with and ~ 0.75 dex, [Si/C] ~ 0.75.

Yet there are strong indications (observed winds, increase in Z by z ~ 0) that enrichment occurs at z < 4!

Page 28: With: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W

Could it be a mix?

Late winds may be compatible with observations: hidden in a hot phase with small filling factor, later becoming group/clusters enrichment.

Observed metals came earlier, don’t evolve.

How could we tell?

OVI (in progress) may be helpful.

More simulations (with cooling) can place limits.

Other ideas? (Pairs, UV/X-ray lines, etc.)

In short: much progress but much to be done.

Summary and Ruminations:

Page 29: With: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W
Page 30: With: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W
Page 31: With: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W

The scorecard

Test

Inhomogeneous, -dep. Z X

No evolution in Z observed. X

Warm, photoionized gas X?

[Si/C] ~ 0.75 ? ? ?

No evolution, scatter in [Si/C] X?

Lots of metal in IGM ? X?

Page 32: With: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W

Real picture: a conundum. Early and late?

Some questions/considerations: Metals sprinked in non-feedback simulation

reproduce all current observations. But… Do the observed winds escape? If so, where do the metals go?

If not winds, how to we fix baryon fraction in galaxies?

How do we close the cluster -- forest gap?

Metal from late galaxies may be hidden in unobservably hot gas, with low filling factor (and avoiding the filaments?)

Metal and H absorption does not have to come from same gas.

Data allows some evolution, esp. using freedom in UVB.

Page 33: With: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W

Metals in the IGM

Keck HIRES, z = 3.62

Compare metal lines to HI lines

Page 34: With: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W

. QuickTime™ and aBMP decompressor

are needed to see this picture.

(10h-1 Mpc)3 box, 2163 SPH particles

Springel & Hernquist simulations

Page 35: With: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W

Springel & Hernquist simulations

Page 36: With: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W

Springel & Hernquist simulations

Page 37: With: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W

Springel & Hernquist simulations

normalized

Page 38: With: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W

Springel & Hernquist simulations

Page 39: With: Joop Schaye Leiden (as of last week) Simulation provided by: Tom Theuns, Volker Springel, Lars Hernquist, Scott Kay QSO spectra by: T.-S. Kim, W