sand, iron, and ice: the role of clouds in directly imaged ... · didier saumon & michael...

45
Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark Marley NASA Ames Research Center & Didier Saumon & Michael Cushing

Upload: others

Post on 19-Oct-2020

1 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark

Sand, Iron, and Ice: The Role of Clouds in Directly

Imaged Exoplanet SpectraMark Marley

NASA Ames Research Center&

Didier Saumon & Michael Cushing

Page 2: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark

Sand, Iron, and Ice: The Role of Clouds in Directly

Imaged Exoplanet SpectraMark Marley

NASA Ames Research Center&

Didier Saumon & Michael Cushing

Page 3: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark

Directly Imaged Planets

• more than half a dozen now

• scores more expected soon from GPI, SPHERE, other programs

• goal is to self-consistently derive mass, Teff, composition, from photometry & low R spectra

• an understanding of clouds is central to this task

Page 4: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark

100 1000 10000T (K)

10.000

1.000

0.100

0.010

0.001

P (b

ar)

Sun

M (3000 K)

L (1800 K)Jupiter (128 K)

T (1000 K)

P (b

ar)

T (K)

Page 5: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark

100 1000 10000T (K)

10.000

1.000

0.100

0.010

0.001

P (b

ar)

Sun

M (3000 K)

L (1800 K)Jupiter (128 K)

{H2O

}

{NH

3}

{MgS

iO3}

{Fe}

{Al 2O

3}{C

a 4Ti

3O10

}T (1000 K)

P (b

ar)

T (K)

Page 6: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark

1 10Wavelength (µm)

100

102

104

106f

/ f

(1.3

0µm

) x C

onst

ant

2 3 4 5 6 7 8 9

M6.5 VL5

T.5Jupiter

TiO

CO

H2O H2O H2O

H2O

FeH K

CH4

CH4

CH4CH4 CH4

CH4

CH4

CH4

NH3

NH3

CIA H2

K

Jupiter

T5

L5

M6

plot by Cushing in Marley & Leggett (2009)

Page 7: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark

1 10Wavelength (µm)

100

102

104

106f

/ f

(1.3

0µm

) x C

onst

ant

2 3 4 5 6 7 8 9

M6.5 VL5

T.5Jupiter

TiO

CO

H2O H2O H2O

H2O

FeH K

CH4

CH4

CH4CH4 CH4

CH4

CH4

CH4

NH3

NH3

CIA H2

K

Jupiter

T5

L5

M6

plot by Cushing in Marley & Leggett (2009)

Page 8: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark

M

Lcloudy

Tcloudless

Saumon & Marley (2008)

1200 K

Field objects

Page 9: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark

M

Lcloudy

Tcloudless

Saumon & Marley (2008)

1200 K

Radigan et al. (2011)

Field objects

Page 10: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark
Page 11: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark

Marois et al. (2008)

• Luminosities imply Teff ~ 900 to 1000 K

• Stellar age range then implies 5 - 10 MJ

Page 12: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark

Directly Imaged Planets are Cloudy

• HR 8799 b,c,d and 2M1207B look like extensions of L sequence

• Early models agree: cloudy & low Teff

• Why do low g objects turn blue later?

L

T

Page 13: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark

Clouds• Atmospheres are certainly cloudy to lower Teff than field L

dwarfs

• Emerging conventional wisdom:

• When compared to “standard” models...

• HR 8799bcd clouds are “radically enhanced” (e.g., Bowler et al. 2010)

• Entire “new class” of objects (Madhusudhan et al. 2011)

• But is this really true?

Page 14: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark

Clouds• Atmospheres are certainly cloudy to lower Teff than field L

dwarfs

• Emerging conventional wisdom:

• When compared to “standard” models...

• HR 8799bcd clouds are “radically enhanced” (e.g., Bowler et al. 2010)

• Entire “new class” of objects (Madhusudhan et al. 2011)

• But is this really true?Alternative

interpretation(also Barman)

Page 15: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark
Page 16: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark

High mass

Low mass

10 Myr

Page 17: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark

High mass20 Myr

Page 18: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark

High mass100 Myr

Page 19: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark

High mass200 Myr

Page 20: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark

1000 Myr

Page 21: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark
Page 22: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark

Gravity-dependent L to T turnoff

• Already hints of this in field L & T dwarfs

• Pleiades turnoff is ~200 K cooler than field

• Predicts many planets in between classical L and T sequences

• If true standard cloud models will describe cloudy planets

Page 23: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark

Test with Cloud Models

• Most in literature are simple parameterizations (specify cloud base, thickness, particle sizes)

• None of these reproduce spectra or colors of cloudiest L dwarfs

• Ackerman & Marley (2001) model predicts particle sizes and vertical distribution. Not perfect but step beyond parameterization.

Page 24: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark

L8

blue L9.5

L9

blue L8

L9

Tested Cloud Model

Page 25: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark

T0

T2

red T0.5 best HR 8799 b match

Page 26: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark

HR 8799 b,c,d(self-consistent radii)

Page 27: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark

b: fsed = 1 M ~ 10 to 40 MJup

Marley et al. (in prep)

Page 28: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark

b: fsed = 1 M ~ 10 to 40 MJup

Marley et al. (in prep)

Page 29: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark

c: fsed = 1 M ~ 20 to 50 MJup

Marley et al. (in prep)

Page 30: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark

d: fsed = 1 M ~ 10 to 30 MJup

Marley et al. (in prep)

Page 31: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark

Standard L & T dwarf models using Ackerman & Marley (2001) cloud fits

19 of 21 photometric points

Not “radically enhanced” cloud or a “new class”, just standard cloud

present to lower Teff

Why might this happen?

Page 32: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark

Mg

2 SiO4

~5 MJ

~35 MJ

photosphere

Teff = 1000 K

Page 33: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark

Mg

2 SiO4

~5 MJ

~35 MJ

photosphere

Teff = 1000 K

Page 34: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark

Mg

2 SiO4

~5 MJ

~35 MJ

photosphere

Teff = 1000 K

Page 35: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark

Mg

2 SiO4

~5 MJ

~35 MJ

photosphere

Teff = 1000 K Also expect thicker clouds at lower gravity (Marley 2000)

Page 36: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark

Not Yet Complete

• What about evolution?

• Spectra?

Page 37: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark
Page 38: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark
Page 39: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark
Page 40: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark
Page 41: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark

H & K Spectra May Imply High Metallicity

CO

CH4

H2O

Page 42: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark

solar

10x

Mg

2 SiO4

10x

solar

~5 MJ

But... Cloud is farther from

photosphere at high metallicity

Page 43: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark

Conclusions• Thick clouds at lower gravity is not a huge surprise

• Standard cloudy models can fit HR 8799bcd spectra with gravity-dependent transition Teff

• Need to understand cloud structure, global dynamics as a function of gravity

• Evolution & spectra not yet fully in agreement

• Signs of other effects, including non-equilibrium chemistry and high metallicity

Page 44: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark

Why Later Transition Teff?

• Gravity ?

• Metallicity ?

Thi

nner

clo

uds →

Cooler Temps →Stephens et al. (2010)

Page 45: Sand, Iron, and Ice: The Role of Clouds in Directly Imaged ... · Didier Saumon & Michael Cushing. Sand, Iron, and Ice: The Role of Clouds in Directly Imaged Exoplanet Spectra Mark

Why Later Transition Teff?

• Gravity ?

• Metallicity ?

Thi

nner

clo

uds →

Cooler Temps →

low g

Stephens et al. (2010)