Radiation-induced large-scale structure
-
Upload
gemma-beard -
Category
Documents
-
view
59 -
download
0
description
Transcript of Radiation-induced large-scale structure
![Page 1: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/1.jpg)
Rupert Croft (Carnegie Mellon)
![Page 2: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/2.jpg)
Studing Radiation-Induced LSS: Motivation
We know a lot about the growth of large-scale structure due to gravitational instability from small seed fluctuations.
-> seen in galaxy surveys, Lya forest etc…
-> widely studied: linear and higher order PT, halo model, cosmic web morphology etc…
What about large-scale structure caused by other mechanisms?
-> one example is structure in the neutral hydrogen density field caused by sources of radiation: “Radiation Induced LSS”
-> how is it different in visual appearance and statistically from gravitationally induced LSS?
-> what can statistics tell us about sources of radiation (first stars, quasars, decaying DM etc…) and about cosmology?
![Page 3: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/3.jpg)
Talk plan:
(1)Structure formation during reionization: radiative transfer vs gravity.
(2) Quasar light echos and how to find them. (with Eli Visbal, CMU)
(3) The quasar proximity effect from the SDSS and joint constraints on the ionizing BG and baryon density. (with Taotao Fang, UCB)
(All using cosmological hydro simulations)
(All work in progress)
![Page 4: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/4.jpg)
Many codes exist for doing RT around the first stars/QSOs
e.g., Abel et al 1999, Razoumov & Scott 1999, Gnedin 2000, Ciardi et al 2000, Sokasian et al 2003, Cen 2002, Bolton 2004, Iliev et al 2005, Mellema et al 2005
Only recently have simulations started to resolve DM halosof mass 109 Msun which dominated the ionizing radiation output, as well as having box sizes large enough for bubbles of diameter 10 Mpc/h or more:
e.g., Iliev et al 2005, Kohler et al 2005
![Page 5: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/5.jpg)
Code: Monte Carlo Radiative transfer
-> raytraces photon paths through SPH kernels -> source photons and recombination photons
No gridding needed, so keeps the high resolution of thesimulation: 10 Kpc/h vs 0.4 Mpc/h for typical gridded sim.
source
better than this
![Page 6: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/6.jpg)
(a) Gadget hydro simulation: 2 x 2563 particles 40 Mpc/h box 10 Kpc/h resolution
(b) RT run as post-processing
(c) Sources of radiation associated with DM halos
-> simplest idea: we assign a mass/light ratio in a fashion similar to Zahn et al 2006 (astr0-ph/0604177) actually 1.2 x 1042 ionizing photons/sec/M
this is ~ like Pop II stars forming with efficiency f*=0.1 from a Salpeter IMF, with stellar lifetime 5x107 yrs and escape fraction fesc~0.05
this is our fiducial case
..
Ingredients
![Page 7: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/7.jpg)
the idea is to vary unknown parameters, and see what effect this has on the LSS.
-> 9 different RT runs so far:
(others have softer nu-4 spectrum)
models 5-9 are normalized to have the same total radiationoutput as model 1 (fiducial) by z=6
![Page 8: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/8.jpg)
1 Mpc/h thick slice
40 Mpc/h
![Page 9: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/9.jpg)
90% neutral by mass at z=10.0
![Page 10: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/10.jpg)
50% neutral by mass at z=8.2
![Page 11: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/11.jpg)
10% neutral by mass at z=7.8
neutral remnants mostly in voids - can they be detected/ tell us anything?
![Page 12: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/12.jpg)
• effect of recombinations quite small for these late reionizing models(density is relatively low)• reionization process is fastest for sources hosted by large halos only
mass-weighted neutral fraction vs redshift
![Page 13: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/13.jpg)
• early on, mfp is strongly affected by recombinations as photons try to escape from dense regions around sources
• mfp of hard spectrum model is always > 0.3 Mpc/h. For a more realistic AGN spectrum it would be even more. Thisaffects recombinations.
![Page 14: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/14.jpg)
we will compare models when there is 50% neutral fraction by mass
fiducial model
![Page 15: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/15.jpg)
plots of neutral density(rho x neutral fraction):
![Page 16: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/16.jpg)
fiducial (all halos > 109 Msun contribute)
only halos > 1010 Msun contribute
only halos < 1010 Msun contribute
![Page 17: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/17.jpg)
neutral fractions
![Page 18: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/18.jpg)
10% ionized 30% ionized
70% ionized 90% ionized
(for fiducial case)
![Page 19: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/19.jpg)
for all models 50% ionized
![Page 20: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/20.jpg)
Plot of ionizeddensity insteadof neutraldensity
-easier to see sources
![Page 21: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/21.jpg)
![Page 22: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/22.jpg)
ionized density fiducial
big galaxies only
small galaxies only
![Page 23: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/23.jpg)
clusteringgoes downand then upagain
slope andamplitudecan be verydifferent frommass xi
“bias” > 10for 1% neutralfield
10% ionized
90% ionized
correlation function of mass and HI mass
fiducial case
97% ionized
99% ionized
“growth factor” for HIfluctuationsmuch largerduring thisshort epochthan for rho(this plot spansz from 10-7.5).
![Page 24: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/24.jpg)
quarter fiducial luminosity
![Page 25: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/25.jpg)
fiducial case
ratio of HI to matter correlation function
![Page 26: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/26.jpg)
We will instead compare to a Very simplistic bubble model:
(Babul & White 1991 give analytic form for bubbles of filling factor f and radius r in a uniform medium)
€
1+ ξΗΙ = (1+ ξ ρ )(1+ ξ bubble )
Assumesno correlationbetween densityand bubbles
(actually we mean intrabubble)
Many detailed semi-analytic models for reionization exist: e.g.Miralda-Escude 2000, Furlanetto 2003, Zahn et al 2006
![Page 27: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/27.jpg)
For mean neutral fraction < 0.6, this bubble model doesn’t work (we haveantibias)
![Page 28: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/28.jpg)
(for all models 50% ionized)
![Page 29: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/29.jpg)
neutral fraction:
10% ionized 40% ionized 70% ionized
fiducial
nu-2
spectrum
![Page 30: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/30.jpg)
Non-Gaussianity? e.g., how is S3 different from under gravitational evolution?
S3 is skewness/ variance2
higher order perturbation theory prediction for graviational S3 is ~4 for these (0.1~10 Mpc/h) scales
![Page 31: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/31.jpg)
PT for rho
minimum at 30% ionized
S3 becomesconstant forhigh ionizedfraction
![Page 32: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/32.jpg)
all models 50% ionized
![Page 33: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/33.jpg)
OK- this was structure in the HI field around reionization - what about radiation-induced LSS at later times?
We will look at z=3.
Differences from z~10:
. Ionizing photon mean free path is much longer: ~200 Mpc/h
. Radiation field is much more uniform: only very bright rare sources(quasars) will have any noticeable effects
. Observational probe is the Lya forest.
![Page 34: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/34.jpg)
250 Mpc/h box, z=3
matter ionizing radiation
What are these weird “light echos”, and how can we detect them?
![Page 35: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/35.jpg)
density field around a quasar (50 Mpc/h wide box)
![Page 36: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/36.jpg)
quasar light curve
![Page 37: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/37.jpg)
neutral hydrogen density field around quasar
![Page 38: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/38.jpg)
![Page 39: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/39.jpg)
Lya forest probes of density field along line of sight:
![Page 40: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/40.jpg)
F=e-
€
∝ [ρ (r)]Γ(r)
1.6
(observable quantity)
Photoionization rate(proportional to Ionizing radiation intensity)
Density of matter For materialin photoionizationequilibrium(see e.g. Huiand Gnedin 1997)
(Tau is prop to HI density - Gunn &Peterson 1965)
![Page 41: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/41.jpg)
lya spectra with uniform BG and with BG+quasar
5 different sightlines
![Page 42: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/42.jpg)
Simulation test:
put 50 quasars behind a ~2 deg x 2 deg area at z=3
make simulated lya spectra(2 Angstrom res)
try to detect a light echo thatwe put in
the “noise” is structure in thedensity field
Method: make a template and slide it through thedataset. -> need 5 parameters (x,y,z, quasar luminosity, time since quasar switched off)
-> very time consuming as we need a 5 parameter grid
![Page 43: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/43.jpg)
simulation test in 1D:
![Page 44: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/44.jpg)
What is the chance of finding something that looks like a light echo, but is just a chance set of density fluctuations?
-> we look for light echos in 1000 simulations with only density fluctuations contributing to the Lya forest
For quasars with bolometric luminosity 5x1045 erg/s,statistical significance of detection is 1 in 1000
![Page 45: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/45.jpg)
data like COSMOS survey (e.g. Impey et al 2006) can be used toconstruct a grid of sightlines through a volume
![Page 46: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/46.jpg)
If we find light echos, what then?
(1) They will tell us about the lifetimes and luminosities of long dead quasars.
(2) They are interesting objects and may be useful for cosmology - for example, their angular and redshift extent can be used to construct a geometric test.
![Page 47: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/47.jpg)
(c) Quqsar proximity effect from SDSS
Proximity effect (Bajtlik etal 1987)is deficit of lya absorption closeto observer quasar.
Unlike light echo case, we knowluminosity of quasar, so we can predict what the deficit should be
€
∝Ωb2 [ρ (r)]
Γ(r)
1.6
Here Gamma=gamma for BG +gamma for this quasar
Can use this to measure gamma for BGlargest current measurement is Scott et al 2000, from ~100 quasar spectra
![Page 48: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/48.jpg)
€
∝Ωb2 [ρ (r)]
ΓQuasar(r) + ΓBG
1.6
F=exp(-tau)
r
small r dependson quasargamma
large rdepends on BG gammabecause of inverse square law
If we know quasar luminosity, we can in principleconstrain Gamma_BG and Omega_b
![Page 49: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/49.jpg)
We use ~3000 quasars from SDSS DR3 -use only quasars above z=2.4 so that mean z of lya forest is 3.0
![Page 50: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/50.jpg)
We fit continua using PCA components derived from red sideonly (method of Suzuki et al 2005) -> the important region is that close to the Lya emission line.
![Page 51: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/51.jpg)
As a test, we can reject spectra which the PCA doesn’tfit well around the red side of the lya emission line
![Page 52: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/52.jpg)
Scott et al 2000 proximity effectwith 1 sigma errors
Total seen from quasars onlyHaardt and Madau 1999
Results
![Page 53: Radiation-induced large-scale structure](https://reader036.fdocuments.us/reader036/viewer/2022062517/5681386c550346895da01cd7/html5/thumbnails/53.jpg)
Conclusions
We have looked at 3 examples of RIS:
(1)RIS during reionization encodes information about the radiation sources. Structure is qualitatively different from under gravity. There is a rich phenomenology to explore.
(2) Light echos from bright quasars should be detectable. We can use them to tell us about the quasar lifetime, and about long-dead quasars. They are structures generated by the radiation field itself and may have some uses for cosmology.
(3) The proximity effect (the RIS in the Lya forest very close to quasars) can be used to constrain the baryon density (using SDSS Lya spectra gives results consistent with BBN/CMB) and ionizing radiation BG intensity (need ~2 x that from quasars)