HI AND METAL ABSORPTION LINES DURING THE EPOCH OF REIONIZATION LUZ - - PowerPoint PPT Presentation
HI AND METAL ABSORPTION LINES DURING THE EPOCH OF REIONIZATION LUZ - - PowerPoint PPT Presentation
HI AND METAL ABSORPTION LINES DURING THE EPOCH OF REIONIZATION LUZ NGELA GARCA PEALOZA ASTRO COLLOQUIUM UNI MELBOURNE, OCTOBER 4TH, 2017 INTRODUCTION IMPRINTS ON SPECTRA OF HIGH REDSHIFT QUASARS Robertson et al. 2010 GP troughs at high
INTRODUCTION
IMPRINTS ON SPECTRA OF HIGH REDSHIFT QUASARS
GP troughs at high z in QSOs spectra
Metal absorption lines
Robertson et al. 2010 Becker et al. 2015
INTRODUCTION
IMPRINTS ON SPECTRA OF HIGH REDSHIFT QUASARS
Credit: Andrew Pontzen
INTRODUCTION
IONIZATION STATES
Low ionization High ionization
e.g. CII, SiII, OI, etc. e.g. CIV, SiIV, OVI, etc. Ionization potential energy ~ H Much larger ionization potential energy than H Expectation to find them in the CGM and regions nearby galaxies. They are detected in the IGM and shock heated gas.
CGM IGM
INTRODUCTION
COLUMN DENSITY & ABSORPTION PATH L
Number of atoms / cm^2 Total survey path length.
INTRODUCTION
SOME STATISTICS: COLUMN DENSITY DISTRIBUTION FUNCTION
What is the distribution of the column density values for a given system ?
INTRODUCTION
SOME STATISTICS: COLUMN DENSITY DISTRIBUTION FUNCTION
What is the distribution of the column density values for a given system ?
F R E Q U E N C Y
Frequency of absorbers per column density bin.
Adapted from Max Pettini’s lectures
INTRODUCTION
SOME STATISTICS: COLUMN DENSITY DISTRIBUTION FUNCTION
What is the distribution of the column density values for a given system ?
F R E Q U E N C Y
First approximation: a single power law !
Adapted from Max Pettini’s lectures
INTRODUCTION
METAL ABSORPTION LINES
Some of these transitions occur redward of Lyα emission (1215 Å). There are many different absorptions the likelihood to be observed increases. The ionic ratios can give us additional information on the conditions of the gas independent from HI. An alternative proxy to study the ionization state of the IGM at high z.
INTRODUCTION
METAL ABSORPTION LINES - CIV
D’Odorico et al. 2013 Díaz et al. in prep.
INTRODUCTION
METAL ABSORPTION LINES - CII
Becker et al. 2011 Finlator et al. 2016
FREQUENCY OF ABSORBERS PER COLUMN DENSITY
INTRODUCTION
NUMERICAL APPROACH:
* INCREASES THE SAMPLE OF ABSORBERS. * TRACES DIFFERENT PHASES OF THE GAS. * REACHES REDSHIFT THAT ARE NOT DETECTED YET WITH OBSERVATIONS. * SPATIAL DISTRIBUTION OF THE ABSORBERS WITH RESPECT TO OTHER OBJECTS.
INTRODUCTION
NUMERICAL APPROACH:
- 1. RUN HIGH-RESOLUTION SIMS
P-GADGET3 (XXL) that includes self-consistent star formation and metal enrichment.
Flat Λ-CDM model is assumed with cosmological parameters from Planck 2015. MDW / EDW: momentum / energy driven winds.
INTRODUCTION
NUMERICAL APPROACH:
- 1. RUN HIGH-RESOLUTION SIMS
Initial conditions at z = 125 Feedback prescriptions Metal enrichment Molecular cooling
INTRODUCTION
NUMERICAL APPROACH:
- 2. ASSUME A UV BACKGROUND CONSISTENT AT HIGH REDSHIFT
Uniform UV ionizing field: radiation background due to the CMB + ultraviolet/X-ray photons from quasars and galaxies with saw-tooth attenuation (Haardt & Madau 2012).
10−4 10−3 10−2 10−1 100 101 102 103 104 105 106 107
E (Ryd)
−35 −30 −25 −20 −15
log Jν (erg/s/cm2/Hz/sr)
z = 8 z = 6 z = 4
INTRODUCTION
NUMERICAL APPROACH:
- 2. ASSUME A UV BACKGROUND CONSISTENT AT HIGH REDSHIFT
Uniform UV ionizing field: radiation background due to the CMB + ultraviolet/X-ray photons from quasars and galaxies with saw-tooth attenuation (Haardt & Madau 2012). Grand sum of ionizing flux from quasars and galaxies
INTRODUCTION
NUMERICAL APPROACH:
- 3. METAL IONS COMPUTED WITH CLOUDY PHOTO-IONIZATION CODE V8.1 FOR
OPTICALLY THIN GAS IN IONIZATION EQUILIBRIUM (FERLAND 2013).
INTRODUCTION
NUMERICAL APPROACH:
- 4. IMPLEMENT A PRESCRIPTION HI SELF-SHIELDING TO ACCURATELY
DESCRIBE THE REGIONS INSIDE THE MASSIVE DARK MATTER HALOS (RAHMATI ET AL. 2013)
INTRODUCTION
NUMERICAL APPROACH:
- 5. GENERATE 1000 RANDOM LINES OF SIGHT INSIDE THE BOX.
INTRODUCTION
NUMERICAL APPROACH:
- 5. GENERATE 1000 RANDOM LINES
OF SIGHT INSIDE THE BOX.
INTRODUCTION
NUMERICAL APPROACH:
- 6. RECOVER THE SPECTRA OF EACH ION IN EACH LINE OF SIGHT
(C II, C IV, SI II, SI IV, O I).
INTRODUCTION
NUMERICAL APPROACH:
- 7. CONVOLVE SYNTHETIC SPECTRA WITH GAUSSIAN NOISE.
INTRODUCTION
NUMERICAL APPROACH:
- 8. USE VOIGT PROFILES TO FIT THE ABSORPTION FEATURES AUTOMATICALLY
WITH THE CODE VPFIT 10.2.
INTRODUCTION
NUMERICAL APPROACH:
- 8. USE VOIGT PROFILES TO FIT THE ABSORPTION FEATURES AUTOMATICALLY
WITH THE CODE VPFIT 10.2.
RESULTS
STAR FORMATION RATE DENSITY
Madau et al. 2014
0.8 dex
RESULTS
STAR FORMATION RATE DENSITY
Madau et al. 2014
4 5 6 7 8
z
4 3 2 1
log SFRD (M yr1 Mpc3)
Absolute magnitude MUV = -17 limit
- Obs. Bouwens+ 2015
- Obs. Bouwens+ 2015 (dust corr)
- Obs. Cucciati+ 2012
- Obs. Hildebrandt and Erben 2010
- Obs. Bouwens+ 2009
- Obs. Ouchi+ 2004
- Obs. Steidel+ 1999
Ch 18 512 MDW Ch 18 512 MDW mol Ch 18 512 EDW Ch 18 512 EDW mol Ch 12 512 MDW mol Ch 25 512 MDW mol
García et al. 2017a
RESULTS
CHEMICAL ENRICHMENT
Díaz et al. in prep
0.8 dex Mean metallicity of the Universe: y: amount of heavy metals model SFR IMF stellar yields
RESULTS
4 5 6 7 8
z
10−7 10−6 10−5 10−4
ΩSi
Ch 18 512 MDW Ch 18 512 MDW mol Ch 18 512 EDW Ch 18 512 EDW mol Ch 12 512 MDW mol Ch 25 512 MDW mol 4 5 6 7 8
z
102 103 104
ΩC (10−9)
Ch 18 512 MDW Ch 18 512 MDW mol Ch 18 512 EDW Ch 18 512 EDW mol Ch 12 512 MDW mol Ch 25 512 MDW mol
CHEMICAL ENRICHMENT
* Difference between EDW / MDW feedback models. * Consistent with observational constraints at high z.
IGM AND MULTIPHASE GAS
MULTIPHASE GAS
Voids IGM CGM
Star-forming region Shock heated gas
IGM AND MULTIPHASE GAS
MULTIPHASE GAS - METALLICITY
RESULTS
CIV - CDDF CALIBRATION
12.5 13.0 13.5 14.0 14.5 15.0
log NCIV (cm−2)
−19 −18 −17 −16 −15 −14 −13 −12 −11
log fCIV
Obs D’Odorico 5.3 < z < 6.2 f(N)= BN −a f(N)= f(No)(N/No)−a Ch 18 512 MDW Ch 18 512 MDW mol Ch 18 512 EDW Ch 18 512 EDW mol Ch 12 512 MDW mol Ch 25 512 MDW mol
Finlator et al. 2016 García et al. 2017a
Z ~ 5.6
In most works, strong CIV absorbers are quite rare!
RESULTS
CIV - CDDF AT Z ~ 6.4
12.5 13.0 13.5 14.0 14.5 15.0
log NCIV (cm−2)
−17 −16 −15 −14 −13 −12 −11
log fCIV
Obs Bosman+ 17, 6.2 < z < 7.0 Ch 18 512 MDW Ch 18 512 MDW mol Ch 18 512 EDW Ch 18 512 EDW mol Ch 12 512 MDW mol Ch 25 512 MDW mol
RESULTS
CIV COSMOLOGICAL MASS DENSITY
4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0
z
10−1 100 101 102
ΩCIV(10−9)
- Obs. Codoreanu+ in prep.
- Obs. Diaz+ in prep.
- Obs. Ryan-Weber+ 09, Pettini+ 03
- Obs. Bosman+ 17
- Obs. D’Odorico+ 13
- Obs. Simcoe+ 11
- Obs. Boksenberg and Sargent 15
- Obs. Songaila 01,05
Ch 18 512 MDW Ch 18 512 MDW mol Ch 18 512 EDW Ch 18 512 EDW mol Ch 12 512 MDW mol Ch 25 512 MDW mol
Adapted from García et al. 2017a with new data
RESULTS
C STATES COSMOLOGICAL MASS DENSITY
4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0
z
10−1 100 101 102 103
Ω(10−9)
Ch 18 512 MDW
Limits CII Becker+ 06
- Obs. CIV Diaz+ in prep.
CII CIII CIV
Finlator et al. 2015
RESULTS
LAE - CIV absorption pair
Díaz et al. 2015
MUV = -20.7 (detected LAE) LAE: Lyman alpha emitter 212 pkpc = 1360 ckpc LAE wind IGM / CGM metals
RESULTS
LAE - CIV absorption pair
García et al. 2017b
In our simulations, the enrichment of the region cannot be caused by LAEs at a distance of ~1360 ckpc/h at z = 5.6
RESULTS
LAE - CIV absorption pair
García et al. 2017b 500 1000 1500 2000 2500
vel (km/s)
0.0 0.2 0.4 0.6 0.8 1.0
flux CIV A
2000 4000 6000 8000 10000 12000 14000 16000 18000
z (ckpc/h)
−2000 −1000 1000
x (ckpc/h) C
−200 200 400
y (ckpc/h) B
−1000 1000
x (ckpc/h)
−500 500
y (ckpc/h)
CIV abs LAE
Dwarf galaxy d
~ 119 ckpc/h ~ 1296 ckpc/h log NCIV (cm-2)= 14.31
Enrichment is caused by undetected galaxies in the field… the same type of galaxies that complete the budget of ionising photons in the EoR.
RESULTS
LAE - CIV absorption pair
García et al. 2017b
−1000 1000
x (ckpc/h)
−500 500
y (ckpc/h)
CIV abs LAE
Dwarf galaxy d
~ 119 ckpc/h ~ 1296 ckpc/h
Detections with HST proved that there is an undetected galaxy with SFR = 2 Mo / yr in the field, consistent with our prediction for a dwarf galaxy!!
~ 283 ckpc/h
Cai et al. 2017
RESULTS
HI cosmological mass density
García et al. 2017a Neutral pockets of H Tescari et al. 2009
3.5 4.0 4.5 5.0 5.5 6.0
z
1 2 3 4 5
ΩHI (103)
- Obs. Crighton+ 15
- Obs. Prochaska+ 05,09
- Obs. Zafar+ 13
Ch 18 512 MDW Ch 18 512 MDW mol Ch 18 512 EDW Ch 18 512 EDW mol Ch 12 512 MDW mol Ch 25 512 MDW mol
RESULTS
HI cosmological mass density
García et al. 2017a Neutral pockets of H Tescari et al. 2009
3.5 4.0 4.5 5.0 5.5 6.0
z
1 2 3 4 5
ΩHI, ΩDLA (10−3)
- Obs. ΩDLA (Bird+ 2017)
Ch 18 512 MDW Ch 18 512 MDW mol Ch 18 512 EDW Ch 18 512 EDW mol Ch 12 512 MDW mol Ch 25 512 MDW mol
- Obs. published after
- ur models predictions
RESULTS
SiIV statistics
Codoreanu et al. in prep.
RESULTS
SiIV cosmological mass density
Codoreanu et al. in prep.
Z ~ 5.6
RESULTS
Conclusions
By using hydrodynamical simulations it is possible to study metal absorption systems that are undetectable with the current observational techniques:
* The evolution of the ionization states of C, in particular CIV are compatible with all of the observations. * The ratio of the comoving mass densities of CII and CIV at z > 6 is raising indicating that the Universe is more neutral at
early times.
* We reproduce the observations of HI at z = 4, especially when molecular cooling is introduced, and make a prediction of
HI content at higher redshift.
* The confirmation of the pair LAE-CIV absorber provides an explanation of the chemical enrichment with metals by
dwarf galaxies.
* Our models reproduce Si IV observed systems and predict high column density absorbers that could be detected in the
future… Stay tuned to Codoreanu et al. in prep.!
IGM AND MULTIPHASE GAS
MULTIPHASE GAS - METALLICITY
RESULTS
Variations of the assumed UVB
10−4 10−3 10−2 10−1 100 101 102 103 104 105 106 107
E (Ryd)
−35 −30 −25 −20 −15
log Jν (erg/s/cm2/Hz/sr)
z = 8 z = 6 z = 4
102 103
λ(˚ A)
−35 −30 −25 −20 −15
log Jν (erg/s/cm2/Hz/sr)
CIV CII OI SiII SiIVz = 8 z = 6 z = 4
10−4 10−3 10−2 10−1 100 101 102 103 104 105 106 107
E (Ryd)
−35 −30 −25 −20 −15
log Jν (erg/s/cm2/Hz/sr)
z = 6.0 HM12 uni log Jν - 1
García et al. in prep.
RESULTS
Variations of the assumed UVB
10−4 10−3 10−2 10−1 100 101 102 103 104 105 106 107
E (Ryd)
−35 −30 −25 −20 −15
log Jν (erg/s/cm2/Hz/sr)
z = 6.0 HM12 uni log Jν - 1
García et al. in prep.
4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0
z
10−1 100 101 102
ΩCIV(10−9)
HM12 uni
- Obs. Diaz+ in prep.
- Obs. Ryan-Weber+ 09, Pettini+ 03
- Obs. Bosman+ 17
- Obs. D’Odorico+ 13
- Obs. Simcoe+ 11
- Obs. Boksenberg and Sargent 15
- Obs. Songaila 01,05
Ch 18 512 MDW Ch 18 512 MDW mol Ch 18 512 EDW
4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0
z
10−1 100 101 102
log Jν - 1
Ch 18 512 MDW Ch 18 512 MDW mol Ch 18 512 EDW
Work in progress
RESULTS
Variations of the assumed UVB - II
García et al. in prep.
10−4 10−3 10−2 10−1 100 101 102 103 104 105 106 107
E (Ryd)
−35 −30 −25 −20 −15
log Jν (erg/s/cm2/Hz/sr)
z = 6.0 HM12 uni qua test
RESULTS
DISTRIBUTION OF CII ABSORBERS
13 14 15 16 17 18
log NCII
13 14 15 16 17 18
log NCIV
- Obs. D’Odorico+ 13 z ∼ 6
Random LOV d = 500 ckpc/h d = 100 ckpc/h d = 20 ckpc/h 5 10 15 20 25 30 35 40
Number
5 10 15 20
Number
García et al. 2017a
RESULTS
DISTRIBUTION OF CII ABSORBERS
García et al. in prep.
13 14 15 16 17 0.0 0.1 0.2 0.3 0.4 0.5 0.6
n/ntot
- Obs. Becker+ 06, 5.84 < z < 6.25
Ch 18 512 MDW z = 6
CII
HM12 (original) A B C
RESULTS
LAE - CIV absorption pair
García et al. 2017b
500 1000 1500 2000
d (ckpc/h)
5 10 15 20 25 30
Number All systems 13 < log N < 14 14 < log N < 15 log N > 15
200 400 600 800 1000 1200 1400 1600
d (ckpc/h)
2 4 6 8 10 12 14
Number
LAE Dwarf galaxy
All galaxies Mh > 1.48 x 1010M 1.48 x 109M < Mh < 1.48 x 1010M