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Song Huang 黄崧
(UCSC, Kavli-IPMU
https://dr-guangtou.github.io)
and the HSC Collaboration
2017.11.02 Princeton
New Insights on the Stellar Halos of
Massive Galaxies
from the
HSC survey
2
Picture: ESO 325-G004 in Abell S0740 by HST
Cover Model for Galaxy Formation since 1998
Picture: Cluster CL1358+62 by HST
“Compaction”/
Fast Quenching
Phase-I:
Intense Dissipation
Phase-II:
Minor/Major Mergers
Massive Ellipticals at Low Redshift
Inner: Dominated by
in situ stars
Outer: Dominated by “ex situ”
stars in the last 8-10 Gyrs
4
Galaxy-Halo Connection at High-M* End
Leauthaud et al. (2012)Stellar Mass
HaloMass(M200b)M200b/Mstar
What’s the best definition
of stellar mass to study
galaxy-halo connection?
Tal et al. (2011)
LRGs @ z~0.4
Stacking SDSS images
5
6
HSC
SDSS
z~0.19 z~0.30 z~0.37
20” 20” 20”
Why Do We Need HSC?
• Average i-band seeing 0.6”
• i-band surface brightness limit:
~28.5 mag/arcsec2
• Huang et al. (2017c, PASJ Special Issue)
How does the Assembly of Stellar Halos Depend on
Stellar Mass ?
Does the Assembly of the Stellar Halo Depend on
Dark Matter Halo Mass (Environment) ?
Definition and Measurement of Stellar Mass
(and its Implications)
Part I:
How does the Assembly of Stellar Halos
Depend on Stellar Mass ?
Photometry of Massive Galaxies using HSC
•Large sample of massive galaxies
with spectroscopic redshift at
0.3<z<0.5.
•Estimate average M/L using 5-
band SED fitting (Chabrier IMF).
•Empirically correct the
background
•Build our own pipeline to detect
and mask surrounding objects.
Huang+ 2017a
Mask for Ellipse
/399
10
PSF
100 kpc
Extracting of 1-D Mass Density Profiles
We also measure radial profiles for the isophotal shapes
Huang+ 2017a
11
The scatter
is intrinsic!
Huang+ 2017a
Stellar Halos are NOT Self-Similar
12
Redshift Evolution of the Extended Stellar Halo
30 kpc
Patel et al. (2013)
z~1.4
13
Massive BCGs at Redshift = 1.1
140 kpc
Liu et al. (2013)
XDF
Rodriguez-Gomez+ (2016)
Qu+ 2017 EAGLE
FractionofEx-situComponents
/3914
Fraction of “Ex-situ” Stars
D’Souza+ (2014)
see also Huang+ (2013)
Stacked SDSS images
High-concentration
Galaxies
Based-on 3 Sersic
Fitting
log(Stellar Mass)
However, observational constraints are difficult…
Merritt+ (2017)
see also Harmsen+ (2017)
Dragonfly Nearby
Galaxy Survey
FractionofOuterComponent
Stellar Mass
Fraction of “Ex-situ” Stars
10 kpc
100 kpc
Rodriguez-Gomez+
(2016)
Mass within 10 kpc:
Proxy of mass formed in-situ at
high redshift
Mass within 100 kpc:
Proxy of the “total stellar mass”
Better than cModel and single-Sersic
FAKE NEWS !
Huang+ 2017a /3917
FractionofExSituStars
Similar for
Illustris-TNG
Pillepich+2017
Fraction of “Ex-situ” Stars
18
10 kpc
100 kpc Similar Stellar Mass within 10 Kpc
Difference in logM100 = 0.5 dex = a factor of 3
Similar Stellar Mass within 10 Kpc
NO Stacking!
Huang+ 2017a /3920
Shape of the Stellar Halo
21
Shape of the Stellar Halo
Oh et al. (2017)
Huang et al. (2013)
2-D Dev+Exp Fitting
22
Shape of the Stellar Halo
Oblate
Prolate
Li et al. (2016, 2017)
23
Shape of the Stellar Halo
Wang et al. (2008)
Satellites align with the
central galaxy and the
dark matter halo
Also see Shin et al. (2017);
van Uitert et al. (2017);
Kang et al. (2007) etc.
Part II:
Does the Stellar Halo Depend on Dark Matter
Halo Mass?
Huertas-Company+2013
Does Size Depend on Environment ?
Shankar et al. (2014)
Allen et al. (2015)
Yes
No
z ⇠ 0.0 z 0
Nair et al. (2010) Kelkar et al. (2015)
Delaye et al. (2014)
Papovich et al. (2012)
/3925
Central Galaxies in Cluster-level Halos
BCGs of redMaPPer Clusters with λ>30 at 0.3<z<0.5
Rykoff et al. 2014; Rozo et al. 2015
cenHighMh
M200c 1.4 ⇥ 1014
M
Also see Baxter et al. (2016); Simet et al. (2016)
Farahi et al. (2016)
RedMaPPer Richness
HaloMass(M200c)
Massive galaxies at 0.3<z<0.5 that are NOT in clusters
(Cluster members removed)
cenLowMh
fSatellites  0.2
van Uitert et al. (2016)
Stellar Mass
FractionofSatellite
Central Galaxies in Less Mass Halos
/3927
Structure v.s. Environment (Halo Mass)
Huang+ in prep.
Subtle but
Systematic
Differences
Huang+ 2017b
Matched in
M100 kpc and
Redshift
/3928
Mass-Size Relation and Environment
Huang+ 2017b
More Massive
Halos
Less Massive
Halos
/3929
Much more
extended
outer halo
Huang+ 2017b
Matched in
M10 kpc and
Redshift
/3930
Structure v.s. Environment (Halo Mass)
MHalo, M100 kpc, and M10 kpc
Huang+ 2017b
More Massive
Halos
Less Massive
Halos
/3931
Red: High Mass Halo
Grey: Low Mass Halo
MassiveBlack-II
MassiveBlack-II
Huang+ in prep.
Khandai+2015
LOESS
Smooth
Michelle Cappellari
Color
Indicates
Halo
Mass
Preliminary
MHalo, M100 kpc, and M10 kpc
Also see in
UniverseMachine
(Behroozi+
in prep)
Part III:
Definition and Measurements of Stellar Mass
Deep 1-D profile
is better than CModel
or single-Sersic models
Huang+ 2017a
Does not depend on the SED fitting process
/3934
Measurements of “Total” Stellar Mass
35
GAMA: Single-Sersic fit to
SDSS r-band image
Kelvin et al. (2012, 2014)
Comparison with Single-Sersic Model
11.4 11.6 11.8 12.0
log (M?/M ) (HSC)
6.0
5.5
5.0
4.5
4.0
3.5dN/d?[Mpc3
dex1
]
hscMassive; cModel
11.4 11.6 11.8 12.0
log (M?/M ) (HSC)
6.0
5.5
5.0
4.5
4.0
3.5dN/dlogM?[Mpc3
dex1
]
hscMassive; cModel
hscMassive; 100 kpc
MassIncomplete
/3936
11.4 11.6 11.8 12.0
log (M?/M ) (HSC)
6.0
5.5
5.0
4.5
4.0
3.5dN/dlogM?[Mpc3
dex1
]
hscMassive; cModel
hscMassive; 100 kpc
hscMassive; Max
Additional
0.02-0.05 dex
Huang+ 2017a
Impacts on Stellar Mass Function
Huang+ 2017a /3937
Impacts on Stellar Mass Function
Huang + in prep.
Ignore the
crazy halo mass
value here…
Scatter of SHMR Introduced by Mass Measurement
39
HSC
SDSS
0.19 z~0.30 z~0.37 z~0.44
20” 20” 20”
Future Directions
❖ Comparison with Hydro-simulations (with Felipe Arbilla)
❖ Intrinsic and observed scatter of SMHR (with Christopher Bradshaw)
❖ Better 2-D photometric models for massive galaxies (with Rajdipa
Chowdhury and Dane Cross)
❖ Forward modeling the M100kpc-M10kpc-Mhalo relations with help from
the UniverseMachine model (Peter Behroozi, Andrew Hearin)
❖ Better “cluster finder” using just properties of central galaxies
❖ Radial variation of isophote shapes and the intrinsic shape of
stellar halos
HSC Discussion Next Thursday !
41
Thank You Very Much !

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New Insights on the Stellar Halos of Massive Galaxies from the HSC Survey

  • 1. Song Huang 黄崧 (UCSC, Kavli-IPMU https://dr-guangtou.github.io) and the HSC Collaboration 2017.11.02 Princeton New Insights on the Stellar Halos of Massive Galaxies from the HSC survey
  • 2. 2 Picture: ESO 325-G004 in Abell S0740 by HST Cover Model for Galaxy Formation since 1998 Picture: Cluster CL1358+62 by HST
  • 3. “Compaction”/ Fast Quenching Phase-I: Intense Dissipation Phase-II: Minor/Major Mergers Massive Ellipticals at Low Redshift Inner: Dominated by in situ stars Outer: Dominated by “ex situ” stars in the last 8-10 Gyrs
  • 4. 4 Galaxy-Halo Connection at High-M* End Leauthaud et al. (2012)Stellar Mass HaloMass(M200b)M200b/Mstar What’s the best definition of stellar mass to study galaxy-halo connection? Tal et al. (2011) LRGs @ z~0.4 Stacking SDSS images
  • 5. 5
  • 6. 6 HSC SDSS z~0.19 z~0.30 z~0.37 20” 20” 20” Why Do We Need HSC? • Average i-band seeing 0.6” • i-band surface brightness limit: ~28.5 mag/arcsec2 • Huang et al. (2017c, PASJ Special Issue)
  • 7. How does the Assembly of Stellar Halos Depend on Stellar Mass ? Does the Assembly of the Stellar Halo Depend on Dark Matter Halo Mass (Environment) ? Definition and Measurement of Stellar Mass (and its Implications)
  • 8. Part I: How does the Assembly of Stellar Halos Depend on Stellar Mass ?
  • 9. Photometry of Massive Galaxies using HSC •Large sample of massive galaxies with spectroscopic redshift at 0.3<z<0.5. •Estimate average M/L using 5- band SED fitting (Chabrier IMF). •Empirically correct the background •Build our own pipeline to detect and mask surrounding objects. Huang+ 2017a Mask for Ellipse /399
  • 10. 10 PSF 100 kpc Extracting of 1-D Mass Density Profiles We also measure radial profiles for the isophotal shapes Huang+ 2017a
  • 11. 11 The scatter is intrinsic! Huang+ 2017a Stellar Halos are NOT Self-Similar
  • 12. 12 Redshift Evolution of the Extended Stellar Halo 30 kpc Patel et al. (2013) z~1.4
  • 13. 13 Massive BCGs at Redshift = 1.1 140 kpc Liu et al. (2013) XDF
  • 14. Rodriguez-Gomez+ (2016) Qu+ 2017 EAGLE FractionofEx-situComponents /3914 Fraction of “Ex-situ” Stars
  • 15. D’Souza+ (2014) see also Huang+ (2013) Stacked SDSS images High-concentration Galaxies Based-on 3 Sersic Fitting log(Stellar Mass) However, observational constraints are difficult… Merritt+ (2017) see also Harmsen+ (2017) Dragonfly Nearby Galaxy Survey FractionofOuterComponent Stellar Mass Fraction of “Ex-situ” Stars
  • 16. 10 kpc 100 kpc Rodriguez-Gomez+ (2016) Mass within 10 kpc: Proxy of mass formed in-situ at high redshift Mass within 100 kpc: Proxy of the “total stellar mass” Better than cModel and single-Sersic
  • 17. FAKE NEWS ! Huang+ 2017a /3917 FractionofExSituStars Similar for Illustris-TNG Pillepich+2017 Fraction of “Ex-situ” Stars
  • 18. 18 10 kpc 100 kpc Similar Stellar Mass within 10 Kpc
  • 19. Difference in logM100 = 0.5 dex = a factor of 3 Similar Stellar Mass within 10 Kpc
  • 20. NO Stacking! Huang+ 2017a /3920 Shape of the Stellar Halo
  • 21. 21 Shape of the Stellar Halo Oh et al. (2017) Huang et al. (2013) 2-D Dev+Exp Fitting
  • 22. 22 Shape of the Stellar Halo Oblate Prolate Li et al. (2016, 2017)
  • 23. 23 Shape of the Stellar Halo Wang et al. (2008) Satellites align with the central galaxy and the dark matter halo Also see Shin et al. (2017); van Uitert et al. (2017); Kang et al. (2007) etc.
  • 24. Part II: Does the Stellar Halo Depend on Dark Matter Halo Mass?
  • 25. Huertas-Company+2013 Does Size Depend on Environment ? Shankar et al. (2014) Allen et al. (2015) Yes No z ⇠ 0.0 z 0 Nair et al. (2010) Kelkar et al. (2015) Delaye et al. (2014) Papovich et al. (2012) /3925
  • 26. Central Galaxies in Cluster-level Halos BCGs of redMaPPer Clusters with λ>30 at 0.3<z<0.5 Rykoff et al. 2014; Rozo et al. 2015 cenHighMh M200c 1.4 ⇥ 1014 M Also see Baxter et al. (2016); Simet et al. (2016) Farahi et al. (2016) RedMaPPer Richness HaloMass(M200c)
  • 27. Massive galaxies at 0.3<z<0.5 that are NOT in clusters (Cluster members removed) cenLowMh fSatellites  0.2 van Uitert et al. (2016) Stellar Mass FractionofSatellite Central Galaxies in Less Mass Halos /3927
  • 28. Structure v.s. Environment (Halo Mass) Huang+ in prep. Subtle but Systematic Differences Huang+ 2017b Matched in M100 kpc and Redshift /3928
  • 29. Mass-Size Relation and Environment Huang+ 2017b More Massive Halos Less Massive Halos /3929
  • 30. Much more extended outer halo Huang+ 2017b Matched in M10 kpc and Redshift /3930 Structure v.s. Environment (Halo Mass)
  • 31. MHalo, M100 kpc, and M10 kpc Huang+ 2017b More Massive Halos Less Massive Halos /3931
  • 32. Red: High Mass Halo Grey: Low Mass Halo MassiveBlack-II MassiveBlack-II Huang+ in prep. Khandai+2015 LOESS Smooth Michelle Cappellari Color Indicates Halo Mass Preliminary MHalo, M100 kpc, and M10 kpc Also see in UniverseMachine (Behroozi+ in prep)
  • 33. Part III: Definition and Measurements of Stellar Mass
  • 34. Deep 1-D profile is better than CModel or single-Sersic models Huang+ 2017a Does not depend on the SED fitting process /3934 Measurements of “Total” Stellar Mass
  • 35. 35 GAMA: Single-Sersic fit to SDSS r-band image Kelvin et al. (2012, 2014) Comparison with Single-Sersic Model
  • 36. 11.4 11.6 11.8 12.0 log (M?/M ) (HSC) 6.0 5.5 5.0 4.5 4.0 3.5dN/d?[Mpc3 dex1 ] hscMassive; cModel 11.4 11.6 11.8 12.0 log (M?/M ) (HSC) 6.0 5.5 5.0 4.5 4.0 3.5dN/dlogM?[Mpc3 dex1 ] hscMassive; cModel hscMassive; 100 kpc MassIncomplete /3936 11.4 11.6 11.8 12.0 log (M?/M ) (HSC) 6.0 5.5 5.0 4.5 4.0 3.5dN/dlogM?[Mpc3 dex1 ] hscMassive; cModel hscMassive; 100 kpc hscMassive; Max Additional 0.02-0.05 dex Huang+ 2017a Impacts on Stellar Mass Function
  • 37. Huang+ 2017a /3937 Impacts on Stellar Mass Function
  • 38. Huang + in prep. Ignore the crazy halo mass value here… Scatter of SHMR Introduced by Mass Measurement
  • 39. 39 HSC SDSS 0.19 z~0.30 z~0.37 z~0.44 20” 20” 20”
  • 40. Future Directions ❖ Comparison with Hydro-simulations (with Felipe Arbilla) ❖ Intrinsic and observed scatter of SMHR (with Christopher Bradshaw) ❖ Better 2-D photometric models for massive galaxies (with Rajdipa Chowdhury and Dane Cross) ❖ Forward modeling the M100kpc-M10kpc-Mhalo relations with help from the UniverseMachine model (Peter Behroozi, Andrew Hearin) ❖ Better “cluster finder” using just properties of central galaxies ❖ Radial variation of isophote shapes and the intrinsic shape of stellar halos HSC Discussion Next Thursday !