re-examining astrophysical constraints on the dark matter...
TRANSCRIPT
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Alyson BrooksRutgers, the State University of New Jersey
In collaboration with the University of Washington’s N-body Shop™ makers of quality galaxies
Re-Examining Astrophysical Constraints on the Dark Matter Model
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Most of the Universe is Unknown Stuff
image credit: ESA/Planck
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CDM is an Excellent Model for the Large Scale Structure of the Universe
Hlozek et al. (2012)
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But... The Small Scale “Crisis” of CDM
• Bulge-less disk galaxies • The cusp/core problem • The “Too Big to Fail” (dense satellites)
problem
• The “Missing Satellites” problem• The “Missing Dwarfs” problem
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So... CDM is Wrong?
Maybe it needs to be modified?
Maybe some small amount of WDM is still allowed that washes out the small scales?
Maybe DM self-interacts and washes out the small scales?
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So... CDM is Wrong?
But what about the 5%?
The small scales where there are problems are also the places dominated by baryons!
All of the predictions that lead to the small scale crises are based on Dark Matter-only simulations.
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The Formation of a Vc ~ 150 km/s Galaxy to z=0
~50 comoving kpc acrossGrey = gas density, Blue/Red = age/metallicity weighted stars
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CDM predicts large bulges ...but we rarely see them
A large bulge
A “bulgeless” disk
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• Tidal torques: predict the sizes of disks well
• But over-predict the amount of low angular momentum gas
van den Bosch et al. (2001)
CDM predicts large bulges ...but we rarely see them
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Outflows!
Mvir ~ 1010 Msun “dwarf galaxy”
Edge-on disk orientation
(arrows are velocity vectors)
Brook et al., 2011, MNRAS, 415, 1051
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HI +
All baryons ever in the galaxy
j/jtotvan den Bosch et al. (2001)Brook et al., 2011, MNRAS, 415, 1051
Outflows Remove Low Angular Momentum Gas
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The Cusp/Core Problem
Parameterize density profile as ρ(r) ∝ r -αSimulations predict α ~ 1 (central cusp)
Observations show α ~ 0 (constant-density core)
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Creation of a Dark Matter Core
Oh et al., 2011, AJ, 142, 24
See also: Navarro et al. 1996; Read & Gilmore 2005; Mashchenko et al. 2006, 2008; Pasetto et al. 2010; de Souza et al. 2011; Cloet-Osselaer et al. 2012; Maccio et al. 2012; Teyssier et al. 2012; Ogiya & Mori 2012
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How are Cores Created?
Pontzen & Governato (2012), MNRAS, 421, 3464, arXiv:1106.0499
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Core Creation varies with Mass!
Governato et al., 2012, MNRAS, 422, 1231
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the Bigger Picture: The Small Scale “Crisis” of CDM
• Bulge-less disk galaxies • The cusp/core problem• The “Too Big to Fail” problem
• The “Missing Satellites” problem• The “Missing Dwarfs” problem
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Also: Baryons Make a Disk (Dark Matter Doesn’t)
Dark Matter Baryons(or any central baryonic concentration)
Chang et al. (2012)
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Not Just Core Creation: The Tidal Effect of the Disk
Penarrubia et al. (2010), see also Arraki et al. (2012)
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a disk removes mass via tidal forces from satellite galaxies
Brooks & Zolotov (2014), ApJ, 786, 87, arXiv:1207.2468
Mor
e m
assi
veLe
ss m
assi
ve
Fainter Brighter
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Tidal Effects should lead to lower masses in satellites
Brooks & Zolotov (2014), arXiv:1207.2468
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the Bigger Picture: The Small Scale “Crisis” of CDM
• Bulge-less disk galaxies • The cusp/core problem• The “Too Big to Fail” problem
• The “Missing Satellites” problem• The “Missing Dwarfs” problem
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The “Missing Satellites” Problem
dozens seen
“Via Lactea” Simulation
1000’s of satellites predicted
Pan-ANDromeda Archeological Survey (PAndAS)
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The Change to Mass and Luminosity Functions
Brooks & Zolotov (2014), arXiv:1207.2468
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So the Number of Massive Satellites is Reduced...
but what about Luminous Satellites?
Brooks, Kuhlen, Zolotov, & Hooper (2012), ApJ, 765, 22, arXiv:1209.5394
Uncorrected
Corrected
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the Bigger Picture: The Small Scale “Crisis” of CDM
• Bulge-less disk galaxies • The cusp/core problem• The “Too Big to Fail” problem
• The “Missing Satellites” problem• The “Missing Dwarfs” problem
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Less massive
Few
er G
alax
ies
Mor
e ga
laxi
es
More massive
Predicted number of
galaxies
Observed number of
galaxies
Rotation Velocity (km/s)
The Missing Dwarf Problem in the Field
Klypin et al. (2015)
5
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BUT: Two Ways to Measure Rotation (Resolved vs Unresolved)
vmax
w50
Theory
Observations
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Creating Mock Observations
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How Well Do Theory and Observation Match?
Obs
erve
d Ve
loci
ty/T
heor
etic
al V
eloc
ity
Brooks et al. (2017), arXiv:1701.07835
Theoretical Velocity (km/s)
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Must Also Consider Detectability
()
Brooks et al. (2017), arXiv:1701.07835
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Putting it Together
Brooks et al. (2017), arXiv:1701.07835
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Why the Velocity Shift?
V CIR
C
Radius
VOUT
VMAX, SPH
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Why the Velocity Shift?
V CIR
C
Radius
VOUT
VMAX, SPH
W50
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Why the Velocity Shift?
V CIR
C
Radius
VOUT
VMAX, SPH
W50
W20
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Why the Velocity Shift?
V CIR
C
Radius
VOUT
VMAX, SPH
W50
W20
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Putting it Together
Brooks et al. (2017), arXiv:1701.07835
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the Bigger Picture: The Small Scale “Crisis” of CDM
• Bulge-less disk galaxies • The cusp/core problem• The “Too Big to Fail” problem
• The “Missing Satellites” problem• The “Missing Dwarfs” problem
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Ongoing Work
We need baryons in alternative DM models
What is the smoking gun that points to a given DM model?
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Lovell et al. (2016)
WDM: Walking a Fine Line
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A Testable Prediction of delayed structure formation
6 F. Governato et al.
Figure 4. Left: The cumulative SFH (i.e., the fraction of total stellar mass formed prior to a given epoch, normalized to one at thepresent) within the 500 pc of the simulated galaxy in the CDM and WDM cosmologies. CDM: solid (g5), green (g3) lines, WDM (g5):red line. Overall the SFH of the simulated galaxy reproduces the rapid rise and the subsequent linear growth of the ANGST sample (seeright panel), but SF starts one Gyr later in the WDM model. Right: The cumulative SFH as a function of aperture of our standardimplementation CDMg5. The SFH from the simulation is measured including spherical regions of different radius, but all centered onthe galaxy center (black: all, dashed: 500 pc, dotted: 100 pc). ANGST average: blue, Local group: magenta. The shaded area shows thedispersion of the ANGST sample. The differences in the simulated SFHs illustrate how the center of the simulated galaxy is populatedby younger stars while the outer regions consists mainly of older stars, likely scattered outward during the process of core formation.This radius vs age bias may explain the difference between the ANGST and the LG sample, the latter sample stars in the very centralregions (55-300 pc) of relatively nearby systems.
Figure 5. Mock color-magnitude diagrams (CMDs) for select galaxies from our simulations. The CMDs have been designed to mimicdeep HST observations of Local Group dwarf galaxies (Cole et al. 2007). We have highlighted features important for measuring the SFHof a galaxy (upper main sequence, MS; red giant branch, RGB; horizontal branch, HB; sub-giant branch, SGB; oldest main sequenceturn-off, MSTO and color-coded stars that are between 11.5 and 12.5 Gyr old (blue) and older than 12.5 Gyr (red). CDMg5 (and CDMg3,not shown) has a CMD that is qualitatively similar to those observed in real local dwarfs such as LGS3 (Hidalgo et al. 2011), which isshown in panel (d). In contrast WDMg5 is deficient in ancient stars, as it can be seen by the lack of of a blue horizontal branch comparedto the LGS3 CMD (at a color of ∼ 0.5 and a magnitude of ∼ ∼ 24.7). CDMg1 (the run with no self-shielding and early feedback) containsfewer, discrete bursts throughout its lifetime, neither of which are usually observed in low mass galaxy SFHs.
c⃝ 2002 RAS, MNRAS 000, 1–13
6 F. Governato et al.
Figure 4. Left: The cumulative SFH (i.e., the fraction of total stellar mass formed prior to a given epoch, normalized to one at thepresent) within the 500 pc of the simulated galaxy in the CDM and WDM cosmologies. CDM: solid (g5), green (g3) lines, WDM (g5):red line. Overall the SFH of the simulated galaxy reproduces the rapid rise and the subsequent linear growth of the ANGST sample (seeright panel), but SF starts one Gyr later in the WDM model. Right: The cumulative SFH as a function of aperture of our standardimplementation CDMg5. The SFH from the simulation is measured including spherical regions of different radius, but all centered onthe galaxy center (black: all, dashed: 500 pc, dotted: 100 pc). ANGST average: blue, Local group: magenta. The shaded area shows thedispersion of the ANGST sample. The differences in the simulated SFHs illustrate how the center of the simulated galaxy is populatedby younger stars while the outer regions consists mainly of older stars, likely scattered outward during the process of core formation.This radius vs age bias may explain the difference between the ANGST and the LG sample, the latter sample stars in the very centralregions (55-300 pc) of relatively nearby systems.
Figure 5. Mock color-magnitude diagrams (CMDs) for select galaxies from our simulations. The CMDs have been designed to mimicdeep HST observations of Local Group dwarf galaxies (Cole et al. 2007). We have highlighted features important for measuring the SFHof a galaxy (upper main sequence, MS; red giant branch, RGB; horizontal branch, HB; sub-giant branch, SGB; oldest main sequenceturn-off, MSTO and color-coded stars that are between 11.5 and 12.5 Gyr old (blue) and older than 12.5 Gyr (red). CDMg5 (and CDMg3,not shown) has a CMD that is qualitatively similar to those observed in real local dwarfs such as LGS3 (Hidalgo et al. 2011), which isshown in panel (d). In contrast WDMg5 is deficient in ancient stars, as it can be seen by the lack of of a blue horizontal branch comparedto the LGS3 CMD (at a color of ∼ 0.5 and a magnitude of ∼ ∼ 24.7). CDMg1 (the run with no self-shielding and early feedback) containsfewer, discrete bursts throughout its lifetime, neither of which are usually observed in low mass galaxy SFHs.
c⃝ 2002 RAS, MNRAS 000, 1–13
Governato et al. (2014)
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SIDM: the Constraints Are Weakening
Elbert et al. (2015)
results for a 9x109 Msun halo
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But… baryons win first
Bastidas-Fry et al. (2015)
2 cm2/g
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An Observational Test
If galaxies in this mass range are observed to have large cores, then
something beyond CDM is necessary
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Satellites as an Observational Probe
Dooley et al. (2016)
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To constrain the Dark Matter model, we must understand the impact of baryonic physics on galaxy formation!
Conclusions
Baryonic physics alleviates the current problems with CDM
see arXiv:1407.7544 for a review
Future observations of dwarf galaxies (Mstar < 107 Msun) are the best probes of non-vanilla CDM
But that doesn’t mean CDM is the correct model. All dark matter models must also include baryons!