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The Radial Acceleration The Radial Acceleration Relation of Galaxies Relation of Galaxies Federico Lelli Federico Lelli ESO Fellow (Garching, Germany) ESO Fellow (Garching, Germany) In collaboration with In collaboration with Stacy McGaugh Stacy McGaugh (Case Western Reserve University) (Case Western Reserve University) James Schombert James Schombert (University of Oregon) (University of Oregon) Marcel Pawlowski Marcel Pawlowski (University of California - Irvine) (University of California - Irvine)

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Page 1: The Radial Acceleration Relation of Galaxiesgasingalaxiesconference.com/resources/slides/Lelli.pdf · Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies 1. Basic

The Radial Acceleration The Radial Acceleration

Relation of GalaxiesRelation of Galaxies

Federico Lelli Federico Lelli ESO Fellow (Garching, Germany)ESO Fellow (Garching, Germany)

In collaboration withIn collaboration withStacy McGaughStacy McGaugh (Case Western Reserve University) (Case Western Reserve University)James SchombertJames Schombert (University of Oregon) (University of Oregon)Marcel Pawlowski Marcel Pawlowski (University of California - Irvine)(University of California - Irvine)

Page 2: The Radial Acceleration Relation of Galaxiesgasingalaxiesconference.com/resources/slides/Lelli.pdf · Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies 1. Basic

Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies

Database for 175 Late-Type Galaxies at z~0

(spirals and dwarf irregulars):

astroweb.case.edu/SPARC

Lelli, McGaugh, Schombert 2016, AJ

Page 3: The Radial Acceleration Relation of Galaxiesgasingalaxiesconference.com/resources/slides/Lelli.pdf · Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies 1. Basic

Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies

175 HI Rotation Curves from Literature - 30 years of radio interferometric observations

- PhD theses from the University of GroningenBegeman 1987; Broeils 1992; Verheijen 1997; de Blok 1997;

Swaters 1999; Noordermeer 2005; Lelli 2013 + other studies

WSRT

Page 4: The Radial Acceleration Relation of Galaxiesgasingalaxiesconference.com/resources/slides/Lelli.pdf · Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies 1. Basic

Spitzer

Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies

175 HI Rotation Curves from Literature - 30 years of radio interferometric observations

- PhD theses from the University of GroningenBegeman 1987; Broeils 1992; Verheijen 1997; de Blok 1997;

Swaters 1999; Noordermeer 2005; Lelli 2013 + other studies

Homogeneous Photometry at 3.6 μm - Optimal tracer of the stellar mass: M* = ϒ*

L

- Smaller variations of ϒ* in the NIR than optical Verheijen 2001; Bell & de Jong 2001; Martinsson+2013; Meidt+2014;

McGaugh & Schombert 2014; Schombert & McGaugh 2014;

Querejeta+2015; Röck+2015; Herrmann+2016; Norris+2016.

WSRT

Page 5: The Radial Acceleration Relation of Galaxiesgasingalaxiesconference.com/resources/slides/Lelli.pdf · Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies 1. Basic

Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies

Widest possible range of disk properties

Dwarf Irrs Spirals5 dex

LSB

sH

SB

s

Mgas/Mbar

4 de

x

Basically any known galaxy type with a rotating HI disk.

Page 6: The Radial Acceleration Relation of Galaxiesgasingalaxiesconference.com/resources/slides/Lelli.pdf · Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies 1. Basic

Example: High-Mass, High-Density Spiral

gas

disk

Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies

total

bulge

Vflat

Spitzer 3.6 μm

∇2Φbar

(R,z) = 4πG ρbar

(R,z)

- Vertical Structure:Disks: exp(-z/hz) with hz∝hR

Bulges: spherical symmetry

- Stellar mass-to-light ratio:ϒ

* = 0.5 M⊙/L⊙ for disks

ϒ* = 0.7 M⊙/L⊙ for bulges

Page 7: The Radial Acceleration Relation of Galaxiesgasingalaxiesconference.com/resources/slides/Lelli.pdf · Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies 1. Basic

Example: Low-Mass, Low-Density Dwarf

gas

disk

total

Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies

Vflat

Spitzer 3.6 μm

∇2Φbar

(R,z) = 4πG ρbar

(R,z)

- Vertical Structure:Disks: exp(-z/hz) with hz∝hR

Bulges: spherical symmetry

- Stellar mass-to-light ratio:ϒ

* = 0.5 M⊙/L⊙ for disks

ϒ* = 0.7 M⊙/L⊙ for bulges

Page 8: The Radial Acceleration Relation of Galaxiesgasingalaxiesconference.com/resources/slides/Lelli.pdf · Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies 1. Basic

Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies

1. Basic Data & Structural Relations: Lelli+2016a, AJ

2. Baryonic TF Relation: Lelli+2016b, ApJL

3. Central Density Relation: Lelli+2016c, ApJL

4. Radial Acceleration Relation (I): McGaugh+2016, PRL

5. Radial Acceleration Relation (II): Lelli+2017a, ApJ

6. Testing DM Halo Profiles: Katz+2017, MNRAS

7. Testing Emergent Gravity: Lelli+2017b, MNRAS

Page 9: The Radial Acceleration Relation of Galaxiesgasingalaxiesconference.com/resources/slides/Lelli.pdf · Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies 1. Basic

Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies

1. Basic Data & Structural Relations: Lelli+2016a, AJ

2. Baryonic TF Relation: Lelli+2016b, ApJL

3. Central Density Relation: Lelli+2016c, ApJL

4. Radial Acceleration Relation (I): McGaugh+2016, PRL

5. Radial Acceleration Relation (II): Lelli+2017a, ApJ

6. Testing DM Halo Profiles: Katz+2017, MNRAS

7. Testing Emergent Gravity: Lelli+2017b, MNRAS

Page 10: The Radial Acceleration Relation of Galaxiesgasingalaxiesconference.com/resources/slides/Lelli.pdf · Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies 1. Basic

Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies

For all galaxies:

ϒdisk

= 0.5 M⊙/L⊙

ϒbulge

= 0.7 M⊙/L⊙

~2700 independent points at different R

Total Acceleration: V2obs /R = -∇Φ

tot

Baryonic Force:V2

bar /R= -∇Φbar

∇2Φbar

= 4πG ρbar

McGaugh+2016, PRL

Lelli+2017, ApJ

Radial Acceleration Relation

Page 11: The Radial Acceleration Relation of Galaxiesgasingalaxiesconference.com/resources/slides/Lelli.pdf · Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies 1. Basic

Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies

For all galaxies:

ϒdisk

= 0.5 M⊙/L⊙

ϒbulge

= 0.7 M⊙/L⊙

Total Acceleration: V2obs /R = -∇Φ

tot

Baryonic Force:V2

bar /R= -∇Φbar

∇2Φbar

= 4πG ρbar

gobs=gbar

1−e−√gbar /g0

gobs=√gb ar g0

gobs=gb ar

McGaugh+2016, PRL

Lelli+2017, ApJ

Radial Acceleration Relation

Page 12: The Radial Acceleration Relation of Galaxiesgasingalaxiesconference.com/resources/slides/Lelli.pdf · Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies 1. Basic

Very different galaxies but ONE relation

V2bar /R= -∇Φ

bar

∇2Φbar

= 4πG ρbar

Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies

V2obs /R = -∇Φ

tot

Page 13: The Radial Acceleration Relation of Galaxiesgasingalaxiesconference.com/resources/slides/Lelli.pdf · Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies 1. Basic

Building up the Radial Acceleration Relation

Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies

Lelli et al. (2017), ApJ

Large Diversity in Rotation Curves Regularity in Acceleration Plane

Page 14: The Radial Acceleration Relation of Galaxiesgasingalaxiesconference.com/resources/slides/Lelli.pdf · Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies 1. Basic

Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies

Is There Any Intrinsic Scatter?

Uncertainties drive scatter!

err(gbar

) →

ϒ

*, 3D geometry

err(gobs

) → Dist, Inc, Vrot

σobs

2 = σerr2 + σint

2

σobs→ measured rms

σerr→ error propagation

σint→ consistent with zero!

McGaugh+2016, PRL; Lelli+2017, ApJ

Page 15: The Radial Acceleration Relation of Galaxiesgasingalaxiesconference.com/resources/slides/Lelli.pdf · Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies 1. Basic

Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies

gDM=gtot−gba r=F (gbar)From the observations:

For a spherical DM halo:

For our fiducial fitting F:

M DM (R)=R2

GF (gbar)

M DM (R)=R2

Ggbar

exp(√gbar / g0)−1

We can infer the DM profile from the baryons!

Page 16: The Radial Acceleration Relation of Galaxiesgasingalaxiesconference.com/resources/slides/Lelli.pdf · Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies 1. Basic

Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies

gDM=gtot−gba r=F (gbar)From the observations:

For a spherical DM halo:

For our fiducial fitting F:

M DM (R)=R2

GF (gbar)

M DM (R)=R2

Ggbar

exp(√gbar / g0)−1

We can infer the DM profile from the baryons!

Purely Empirical Relations (accuracy ~30%).

Only inputs are M/L and Poisson’s equation.

Page 17: The Radial Acceleration Relation of Galaxiesgasingalaxiesconference.com/resources/slides/Lelli.pdf · Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies 1. Basic

Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies

Open Issues for ΛCDM models:

1. Why is the RAR scatter so small?

Is this consistent with stochastic hierarchical merging?

Page 18: The Radial Acceleration Relation of Galaxiesgasingalaxiesconference.com/resources/slides/Lelli.pdf · Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies 1. Basic

Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies

Open Issues for ΛCDM models:

1. Why is the RAR scatter so small?

Is this consistent with stochastic hierarchical merging?

2. Why is the RAR outer slope ~0.5?

gobs

=√(g0gbar) → Vflat

4 = M

bar / (g

0G) → Observed BTFR.

Whatever sets the RAR should also set the BTFR.

Page 19: The Radial Acceleration Relation of Galaxiesgasingalaxiesconference.com/resources/slides/Lelli.pdf · Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies 1. Basic

Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies

Open Issues for ΛCDM models:

1. Why is the RAR scatter so small?

Is this consistent with stochastic hierarchical merging?

2. Why is the RAR outer slope ~0.5?

gobs

=√(g0gbar) → Vflat

4 = M

bar / (g

0G) → Observed BTFR.

Whatever sets the RAR should also set the BTFR.

3. Why an acceleration scale? What sets its value?

Different roles of g0: baryon-to-DM transition (RAR)

& global baryon-to-DM content (BTFR)!

Page 20: The Radial Acceleration Relation of Galaxiesgasingalaxiesconference.com/resources/slides/Lelli.pdf · Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies 1. Basic

Conclusions:

Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies

- There is a local coupling between baryons

and DM in galaxies over ~5 dex in Mbar

.

- There is an acceleration scale ~10-10 m s-2.

Page 21: The Radial Acceleration Relation of Galaxiesgasingalaxiesconference.com/resources/slides/Lelli.pdf · Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies 1. Basic

Questions?

Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies

Page 22: The Radial Acceleration Relation of Galaxiesgasingalaxiesconference.com/resources/slides/Lelli.pdf · Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies 1. Basic

Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies

Radial Acceleration Relation for ETGs

X-rays ETGs: g

obs from hot gas haloes

in hydrostatic equilibrium (Humprey+2006,2009,2012)

Rotating ETGs: g

obs from stellar kinematics +

Jeans Axisymmetric Models (Atlas3D - Cappellari+2010)

Dwarf Spheroidals: g

obs from stellar kinematics +

Jeans Spherical Models (many many references...)

Lelli+2017a, ApJ

Page 23: The Radial Acceleration Relation of Galaxiesgasingalaxiesconference.com/resources/slides/Lelli.pdf · Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies 1. Basic

Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies

MCMC Fits to Individual Galaxies

Extremely tight relation!

σobs

= 0.054 dex (~10%)

err(Vrot

) ~ 10%

Pengfei Li et al. (submitted)

Page 24: The Radial Acceleration Relation of Galaxiesgasingalaxiesconference.com/resources/slides/Lelli.pdf · Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies 1. Basic

Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies

Desmond 2017, MNRAS

AM-based Models:Di Cintio & Lelli 2016Desmond 2017Navarro+2017

Numerical Sims: Keller & Wadsley 2016Ludlow+2017 Tenneti+2017

Basic Results:1) Similar relation but shape is model-dep.

2) Scatter is too large:

σobs

2 = σint2+σerr

2

Can’t forget errors!

A “Natural” outcome of galaxy formation?

3.5σ discrepancy!

Page 25: The Radial Acceleration Relation of Galaxiesgasingalaxiesconference.com/resources/slides/Lelli.pdf · Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies 1. Basic

Residuals vs Local Galaxy Properties

Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies

Lelli+2017, ApJ

Page 26: The Radial Acceleration Relation of Galaxiesgasingalaxiesconference.com/resources/slides/Lelli.pdf · Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies 1. Basic

Residuals vs Global Galaxy Properties

Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies

Lelli+2017, ApJ

Page 27: The Radial Acceleration Relation of Galaxiesgasingalaxiesconference.com/resources/slides/Lelli.pdf · Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies 1. Basic

Alternative versions of the RAR

Federico Lelli (ESO Fellow) The Radial Acceleration Relation of Galaxies