Andreas Efstathiou, Frank Heymann, Endrik Kr gel, Nikolai … · 2015-11-04 · Two-phase AGN tours...

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Ralf Siebenmorgen ModGal 2015

v Extinction, emission and polarisation of dust

v Two-phase AGN tours models: SED library

Andreas Efstathiou, Frank Heymann, Endrik Krűgel, Nikolai Voshchinikov, Peter Scicluna (PhD)

AGN Dust Models

Ralf Siebenmorgen ModGal 2015

Si + aC : 60Å < a < 0.2-0.3µm ~ a-3.5

Graphite : 5Å < a < 80 Å ~ a-3.5

PAH : 30, 200 C

Abundances [X/H in ppm]: 31Si + 150aC + 50gr + 30PAH

Siebenmorgen et al. (2014)

ISM dust Solar neighborhood

Ralf Siebenmorgen ModGal 2015

PAH absorptioncross section

+ ‘’2200” bump

Malloci et al. (2007)

Verstraete et al. 1992

Siebenmorgen et al. (2014)

Ralf Siebenmorgen ModGal 2015

Nucleus of NGC1808 PAH emissioncross section

Siebenmorgen et al. (2001. 2007)

Starbursts

Ralf Siebenmorgen ModGal 2015

Linear polarisationSerkowski~Voshchinnikov (2012)

Siebenmorgen et al. (2014)

Ralf Siebenmorgen ModGal 2015

Linear polarisationSerkowski~Voshchinnikov (2012)

Siebenmorgen et al. (2014)

Ralf Siebenmorgen ModGal 2015

Extinction: Prolate / Sphere

Siebenmorgen et al. (2014)

Ralf Siebenmorgen ModGal 2015

Dust model :

- Extinction ✓

- Emission ✓

- Polarisation ✓

ISM dust

Ralf Siebenmorgen ModGal 2015

Dust model :

- Extinction ✓

- Emission ✓

- Polarisation ✓

ISM dustFitzpatrick (1999)

Ralf Siebenmorgen ModGal 2015

Reflection nebulae

Dust model :

- Extinction

- Emission

- Polarisation

Ralf Siebenmorgen ModGal 2015

Albedo +Extinction

Siebenmorgen et al. (2014)

Ralf Siebenmorgen ModGal 2015

Reflection nebulae

Dust model :

- Extinction ✓

- Emission

- Polarisation

8µmPeeters et al. 2012

Siebenmorgen et al. (2014)

Ralf Siebenmorgen ModGal 2015

Emission

Siebenmorgen et al. (2014)

Ralf Siebenmorgen ModGal 2015

Polarisation

Siebenmorgen et al. (2014)

Ralf Siebenmorgen ModGal 2015

Circular polarisationOblate versus Prolate

~maximum of linear polarisation

x

~Voshchinnikov (2002, 2012)

Ralf Siebenmorgen ModGal 2015

Diffraction limited optical polarimetry of supergiant VYCMa-> Grain sizes (methodology: Krügel 2008)

Scicluna et al, subm.

Ralf Siebenmorgen ModGal 2015

Diffraction limited optical polarimetry of supergiant VYCMa-> Grains 50 times larger than in ISM

Scicluna et al, subm.

Ralf Siebenmorgen ModGal 2015

AGN tours models

Ralf Siebenmorgen ModGal 2015

Clumpy AGN tours models (Elitzur et al. 2001, Nenkova et al. 2008, Hönig & Kishimoto 2010, ….)

Before 2000: RT in homogenous disks (Pier & Krolik 1992, Efstathiou & Rowan-Robinson 1993, …)

Ralf Siebenmorgen ModGal 2015

Hyrdo-dynamical simulation of AGN torus structure

(Wada 2012)courtesy K.Wada

Ralf Siebenmorgen ModGal 2015

courtesy M. Schartann

MIR view of the AGN torus (Schartmann et al. 2014)

Ralf Siebenmorgen ModGal 2015

Dust in polar region of AGN toursV L T I: Burtscher et al. 2013, Hönig et al. 2013, Tristram et al. 2014,

Review by Netzer 2015

VLTI: Circinus

Ralf Siebenmorgen ModGal 2015

Phenomenological AGN torus structure

Siebenmorgen et al. (2015) ModGal 2015

Ralf Siebenmorgen ModGal 2015

a) Caveats on approx. treatmentsb) 3D radiative transfer c) ISM dust viz. fluffy grainsd) Caveats on AGN extinction e) 5 parameter SED library:• NIR, 10µm band, intrinsic LAGN

• IRAC colors (Stern’05)• Type I+II ~> pure AGN

Two-phase AGN tours modelSED library

Siebenmorgen et al. (2015)

Ralf Siebenmorgen ModGal 2015

Clumpy AGN tours model

• Clumps in 1,2,3D radiative transfer computations • Total AGN torus emission applying statistical arguments

Ralf Siebenmorgen ModGal 2015

Caveats on clumpy AGN tours models

• Statistical approach valid for high clump number• Energy balance not strictly hold• No continuous dust distribution, only clumps• No heating of clumps from continuous medium/disk• 9-11 free parameters -> degenerated SED

• Emission of clumps in shadows overestimated, assumed isotropic heating from none shadowed neighboring clumps

Ralf Siebenmorgen ModGal 2015

Self consistent treatment

3D Monte Carlo radiative transfer

Ralf Siebenmorgen ModGal 2015

- Arbitrary dust distribution

- Pseudo adaptive mesh important for clumps

3D Monte Carlo radiative transfer

1. Geometry:

Ralf Siebenmorgen ModGal 2015

l Source emits “photon packages” of equal energy

3D Monte Carlo radiative transfer

1. Geometry

2. Source

Ralf Siebenmorgen ModGal 2015

1. Geometry

2. Source

3. Inter-action

4. Dust temperature

l absorption / scattering / no interaction

= - ln(ζ)

3D Monte Carlo radiative transfer

Ralf Siebenmorgen ModGal 2015

l Photons escape model cloud

3D Monte Carlo radiative transfer

1. Geometry

2. Source

3. Inter-action

4. Dust temperature

5. Detection

Time as 4thdimension (Light echo’s)

Ralf Siebenmorgen ModGal 2015

• Multiple photons at a time -> faster !

Challenges:

v Cell locked when hit by photon

v Parallel random number generator

(Mersene Twister)

v Graphical Processing Units (CUDA)

Heymann & Siebenmorgen (2012)

Vectorised 3D Monte Carlo

Ralf Siebenmorgen ModGal 2015

Dust density distribution

Siebenmorgen et al. (2015)

Ralf Siebenmorgen ModGal 2015

Carbon Silicate

Fluffygrains

ISM dust fluffy grains

diffuse ISMn ~ 1 atom/cm3

Draine 2011, Feltre et al 2012, Jones et al. 2014, Siebenmorgen et al. 2014

Siebenmorgen et al. (2015)

Ralf Siebenmorgen ModGal 2015

ISM dust fluffy grains

AGN dustn ~ 102...6 atom/cm3

Fluffygrains

diffuse ISMn ~ 1 atom/cm3

Draine 2011, Feltre et al 2012, Jones et al. 2014, Siebenmorgen et al. 2014

Krügel & Siebenmorgen 1994

Siebenmorgen et al. (2015)

Carbon Silicate

Ralf Siebenmorgen ModGal 2015

ISM dust fluffy grains

isotropic

Ralf Siebenmorgen ModGal 2015

ISM dust ✕ scattering medium -> SMC extinction curve

(Krügel 2009)

Caveat on extinction measurements

Ralf Siebenmorgen ModGal 2015

Caveat on extinction measurements

Scattering in or out-of-the beam

dust clump

Scicluna & Siebenmorgen, 2015

Ralf Siebenmorgen ModGal 2015

-> No 1:1 link to dust properties !

AGN torus extinction viewing angle

Scicluna & Siebenmorgen, 2015

Ralf Siebenmorgen ModGal 2015

disk shadows isotropic

AGN imaging

face-on

edge-on

polar dust

Siebenmorgen et al. (2015)

Ralf Siebenmorgen ModGal 2015

SED library of AGN

Library includes ~3600 SEDs

Siebenmorgen et al. (2015)

Minumum set of 5 free parameters1) Viewing angle2) Inner radius 3) Cloud filling factor4) Optical depth of clouds5) Optical depth of disk midplane

Ralf Siebenmorgen ModGal 2015

Impact of AGN parameters on SED

Siebenmorgen et al. (2015)

Ralf Siebenmorgen ModGal 2015 Siebenmorgen et al. (2015)

Impact of AGN parameters on SED

Ralf Siebenmorgen ModGal 2015

NIR flux enhanced by disk

no disk + disk

10 100 10 100

x10

Siebenmorgen et al. (2015)

Ralf Siebenmorgen ModGal 2015

Strength of the 10µm silicate band

Levenson et al. 2008Schartmann et al. 2008Sirocky et al. 2008Thompson et al. 2009Hatziminaoglou et al. 2015

emission absorption

Siebenmorgen et al. (2015)

Ralf Siebenmorgen ModGal 2015

Center wavelength of the 10µm feature

Siebenmorgen et al. (2015)

Ralf Siebenmorgen ModGal 2015

Intrinsic AGN luminosity LAGN

Assuming isotropic AGN emission (Stalevski et al. 2012)

Siebenmorgen et al. (2015)

Ralf Siebenmorgen ModGal 2015

SED Library IRAC colors of AGN

Siebenmorgen et al. (2015)

(Stern 2005)

Ralf Siebenmorgen ModGal 2015

edge-on, high extinction AGNSiebenmorgen et al. (2015)

(Stern 2005)

SED Library IRAC colors of AGN

Ralf Siebenmorgen ModGal 2015

Seyferts

Ground based MIR:Alonso Herrero et al 2011Gonzales- Martin et al 2013Esquej et al. 2014Ruschel-Dutra et al 2014Ichikawa et al 2015, …

Ralf Siebenmorgen ModGal 2015

Type I

Ralf Siebenmorgen ModGal 2015

Ralf Siebenmorgen ModGal 2015

Type II

Ralf Siebenmorgen ModGal 2015

Ralf Siebenmorgen ModGal 2015

Hyper-luminous galaxy

Siebenmorgen et al. (2015)

SED fitting methods: MCMC ~ χ2

Ralf Siebenmorgen ModGal 2015

² ISM dust viz. fluffy grains

² Caveats on AGN extinction

² 5 parameter SED library:• NIR, 10µm band, intrinsic LAGN

• Seyferts ~> AGN + host • Type I+II ~> pure AGN (SB <10%)• www.eso.org/~rsiebenm/agn_models/

Two-phase AGN tours model

Siebenmorgen et al. (2015)

Ralf Siebenmorgen ModGal 2015

Ralf Siebenmorgen ModGal 2015

Shadows in planet forming disks

v Gaps and ring-like structures:

... are caused by hydrostatic + radiation balance without

the need to postulate a companion/planet

(Siebenmorgen & Heymann, 2012).

v PAH emission from disks:

Low / high detection statistics of PAH in

T Tauri / Herbig Ae stars is consistent with

X-ray destruction of PAH (Siebenmorgen & Krűgel 2010).

Ralf Siebenmorgen ModGal 2015

Grains are at a few R* large enough, so that outflow might be driven by photon-scattering.

Mechanism known from O-rich AGB stars.

Supergiant VY CMAWhat is the driving mass loss mechanism?

Scicluna et al, subm.

Ralf Siebenmorgen ModGal 2015

Armitage’07

Lagrange et al, β Pic planet detection, Science’10:

“…validates the use of

disk structures as

fingerprints of embedded

planets.”

Gaps and ring-­like structures inhydro-­dynamical simulations

Ralf Siebenmorgen ModGal 2015

Radiative transfer1D slab geometry?

Ralf Siebenmorgen ModGal 2015

Puffed up inner rimDullemond et al.2001Kama et al. 2010

ShadowTmid - lower

Ralf Siebenmorgen ModGal 2015

Puffed up second rim

Tmid - warmer

ShadowTmid - lower

Ralf Siebenmorgen ModGal 2015

Puffed up third rim

Ralf Siebenmorgen ModGal 2015

0)

II)

Hydrostatic and radiation balance

I) T(x,y,z) by MC

Ralf Siebenmorgen ModGal 2015

Proto-planetary disk models

Ralf Siebenmorgen ModGal 2015

T Tauri disk

Ralf Siebenmorgen ModGal 2015

Gaps and ring-­like structures

without planet

extinction layer (photosphere)

τ(zbot) :=1

Ralf Siebenmorgen ModGal 2015

Gaps and ring-­like structures in the

mid-­IR emission

Ralf Siebenmorgen ModGal 2015

Gaps and ring-­like structures in

scattered light

Ralf Siebenmorgen ModGal 2015

v PAH detection statistics

v PAH excitation /

destruction

PAH emission from disks

Ralf Siebenmorgen ModGal 2015

PAH in a mono-energetic heating bath

if | Uf – Ui – hν | < ½ ΔUf : Afi = Kν Fν / hν

Siebenmorgen & Krűgel (2010) PAH emission from disks

Ralf Siebenmorgen ModGal 2015

v store PAH absorption events of each cell

v compute PAH emission

v neglect PAH self absorption

Monte Carlo + PAH

PAH emission from disks

Ralf Siebenmorgen Shadows in planet forming disksPAH emission from disks

MC versus benchmark

Ralf Siebenmorgen Shadows in planet forming disks

Eo

PAH destructionUnimoleculardissociation

1) single hard photon : independent of distance2) many soft photons : ~AU

Arrhenius form:tdis ~ exp(Eo/kT) / ν0 « tcool ~ 1s

Tmin = Eo/k ln(ν0) ~2000K; Eo ~ 5eV; ν0 = 1013Hz

ΔE = 3Nc kTmin ~ 0.1 Nc.Eb => Nc < 2 ΔE /[eV]

PAH unstable

Siebenmorgen & Krűgel (2010)

T [K]

time

tcool

tabs ~ 1h

Ralf Siebenmorgen Shadows in planet forming disks

Stationary diskSufficient X-ray photons?

α

ℓ τ = 1

z

I

}

# C in PAH # hard γ absorption/sec

‘PAH removal time’ << T Tauri pahse

top extinction layer Σℓ= α/κ

= hν · 4πr2/Lκ

Ralf Siebenmorgen Shadows in planet forming disks

Vertical mixing

ℓ /v┴ = texp > tdis

Disk lifetime => PAH replenishment

Siebenmorgen & Krűgel (2010)

Ralf Siebenmorgen Shadows in planet forming disksPAH emission from disks

T Tauri

PAH emission from disks

Ralf Siebenmorgen Shadows in planet forming disks

Mid-IR emission from Herbig disks

Siebenmorgen & Heymann (2012)

Ralf Siebenmorgen Shadows in planet forming disks

Shadows in planet forming disks

v Dust model for:

extinction, emission, linear and circular polarisation

vGaps and ring-like structures:

... are caused by hydrostatic + radiation balance without

the need to postulate a companion/planet

(Siebenmorgen&Heymann, 2012).

v PAH emission from disks:

Low / high detection statistics of PAH in T Tauri /

Herbig Ae stars is consistent with X-ray destruction of

PAH (Siebenmorgen & Krűgel 2010).

Ralf Siebenmorgen ModGal 2015

PAH band ratios:ionisation dehydrogenation

PAH emission from disks

Galiano et al.’08

Ralf Siebenmorgen ModGal 2015

K06 : Krügel (2006)Dusty : Iveciz et al. (1999)

Dust sphere: AV = 1000mag, heated by star

Comparison of 2 ray tracing codes

Ralf Siebenmorgen ModGal 2015

SphereT* = 2500Kρ(r) = const.

AV=10

1

100 1000  mag

~5% for0

MC versus benchmark

Heymann & Siebenmorgen (2012)

Ralf Siebenmorgen ModGal 2015

Method Parallelization AdvantageTime

Benchmarksphere  τ~1000)

Lucy YES  (but  floating) Optical  thin >1h

Bjorkman &  Wood

Partly(not  

independent)No  iteration 5min

our YES GPU <1min

MC methods

Heymann & Siebenmorgen (2012)

Ralf Siebenmorgen ModGal 2015

3Dproto-planetary disk

+ spiral

MHD (Fargo) density

T* = 5800KL * = LsunAv =10mag

8au3au

Ralf Siebenmorgen ModGal 2015

ELT 42mPAH imaging

Ralf Siebenmorgen ModGal 2015

D = 50pc50mas

at 11.3µmPSFdual band + coronograph

ELT 42mPAH imaging

Ralf Siebenmorgen ModGal 2015

D = 50pc50mas

at 11.3µm

MIR imaging

gap

/px

Ralf Siebenmorgen ModGal 2015

ISMKrügel&Siebenmorgen (1994)

Homogenous versus composite grains

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