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Exoplanet Atmospheres: From 
Discovery to Characterization 
and Beyond 
Trent Schindler 
Trent Schindler 
Sara Seager 
Massachusetts Institute of 
Technology
Known Planets 1995 
Based on data compiled by J. Schneider
Known Planets 1996 
Based on data compiled by J. Schneider
Known Planets 2000 
Based on data compiled by J. Schneider
Known Planets 2005 
Based on data compiled by J. Schneider
Known Planets 2010 
Based on data compiled by J. Schneider
Exoplanet Atmospheres 
Discovery 
Characterization 
Beyond
Transiting Planet Science 
Primary Eclipse 
Measure size of planet 
See star’s radiation 
transmitted through the 
planet atmosphere 
Secondary Eclipse 
See planet thermal radiation 
disappear and reappear 
Learn about atmospheric 
circulation from thermal phase 
curves 
10-2 
10-4 
10-3
Courtesy Josh Winn 
See Seager and 
Mallen-Ornelas 2003
Identification of Atoms and 
Molecules 
H2O and CH4 in transmission from HST 
Swain et al. (2008) See also Grillmair et al. 2008. 
HD 189733b 
Na, H2O, CH4 , 
CO2, CO, hazes 
HD 209458b 
Na, H2O, CH4, CO, 
CO2, H Ly α
Day-Night Temperature Variation 
NASA/ESA/G. Bacon 
Spitzer Space Telescope
Day-Night Temperature Variation 
HD 189733 
HD 189733b 
Knutson et al. 2007 
HAT-P-7b 
Borucki et al. 2009
Thermal Phase Curves 
HD 189733 
HD 189733b 
Knutson et al. 2007 
Hottest regions are shifted 
away from the substellar 
point are interpreted as 
advection by a prograde 
superrotating equatorial jet. 
No model yet explains or 
predicts the westward-shifted 
cold spot
Variability 
Madhusudhan and Seager, 2009 
Data from: Swain et al. 2008, Charbonneau et al. 2008, Grillmair et al. 2008
Variability: CO2 
10-18 
10-21 
10-21 
10-21 
10-18 
From VPL website
A Comment on Data 
Courtesy F. Pont 
Transit Radius (Rp/R*) 
8 0.6 1 2 5 
Wavelength (μm) 
Data from Pont et al. 2008, Swain et al. 2008 Tinetti et al. 2007, Beaulieu et al. 
2008, 2009, Desert et al. 2009. Figure courtesy Pont. 
Disagreement in the literature in Spitzer data is gradually being resolved over 
time, due to understanding different approaches to systematics’ removal.
Summary of Atmosphere 
Highlights 
Identification of molecules 
Day-night temperature gradients 
Variability at 2-σ level 
Atmospheric escape 
Hot Jupiters are dark 
There is real data on exoplanet atmospheres. It may be 
limited, but many people are modeling the data
Exoplanet Atmospheres 
Discovery 
Characterization 
Highlights 
Model Constraints 
Beyond
Exoplanet Atmosphere Models 
Get a recipe 
+ 
Fit the data 
Vary ingredients 
= 
Everything 
other than 
g and F* 
Exoplanet atmosphere modeling is like cooking – S. Aigrain
Exoplanet Atmosphere Models 
Charbonneau et al. 2008 
Swain et al. 2008 Grillmair et al. 2008 
Previously unanswered questions 
• What is the “best-fit” model? 
• How is the best-fit quantified? 
• Is the “best-fit” model unique? 
• If the best-fit is not unique, what are the allowed ranges of 
model parameters?
Hot Jupiter Radiative Transfer 
1D, plane parallel, LTE 
Boundary Conditions 
• Stellar irradiation 
• Intrinsic energy source 
Chemical Equilibrium 
∞ ∫ dλ = 0 
dT 
dz 
Model Free Parameters 
• Day-night redistribution: 
• Unknown opacity: 
• Composition ( ) + clouds, etc. 
Caveats 
• No longer “self consistent” models 
• Computation time and convergence 
• Just a few models are run 
€ 
dIλ 
dτ λ 
= Iλ − Sλ 
κλ Jλ − Sλ ( ) 0 
= − 
γ −1 
γ 
μg 
kB 
dP 
dz 
= −ρg 
P = 
ρkBT 
μ
A Temperature and Abundance 
Retrieval Technique 
Run millions of models to constrain T and abundances 
Madhusudhan and Seager, 2009 
N. Madhusudhan PhD 2009
Atmosphere Temperature Profiles
HD 189733 
Madhusudhan and Seager 2009 
Grillmair et al. 2008 
Charbonneau et al. 2008 
Deming et al. 2006 
Swain et al. 2008
Result #1 Variability 
Variability: 
True uncertainty in the data? Then no useful limits on molecular abundances 
Or the atmospheres are variable both in the energy redistribution state and in the 
concentrations of molecular abundances 
Madhusudhan and Seager 2009
Result #2 Quantitative 
Abundances 
Spitzer/IRAC 
HD 189733 b 
Madhusudhuan and Seager 2009
Result #2 Quantitative 
Abundances 
Spitzer/IRAC 
+ HST/NICMOS 
HD 189733 b 
Madhusudhuan and Seager 2009
Result #3 Challenge to 
Thermal Inversion 
Evidence for thermal inversion difficult to assess for most 
exoplanets, assuming 2 σ data uncertainties and/or a range of 
molecular abundances 
Madhusudhan and Seager, submitted to ApJ
Result #4 Lack of CH4 on the 
Hot Neptune GJ 436b 
Stevenson et al. Nature 2010 
Madhusudhan and Seager, submitted to ApJ
Atmosphere Summary 
We have moved beyond discovery to 
characterization 
 several robust observational highlights 
 a quantitative tool for atmospheres
Exoplanet Atmospheres 
Discovery 
Characterization 
Beyond
Ground-Based Advances 
de Mooij & Snellen 2009 
• Very Hot Jupiter secondary eclipses 
• Directly imaged Jupiters 
• Search for transiting super Earths
β Pictoris: New Planet 
A composite image of the planet from 2003 and 2009 and the disk. 
Lagrange et al., Science 2010 (today)
The M Star Opportunity 
Semi-Major Axis 
Sun 
K2 
M6 
Probability = 1/200 
P = 365 days 
Transit depth = 10-4 
Probability = 1/140 
P = 177 days 
Transit depth = 1.25 x10-4 
Probability = 1/50 
P = 13 days 
Transit depth = 0.001 
Tidally-locked
John E. Kauffman used with permission
Atmospheric escape 
Photochemistry 
Radiative transfer 
Atmospheric 
Composition 
Chemical equilibrium/disequilibrium 
Atmospheric 
circulation 
Clouds 
Connection 
with 
observations
JWST 
= TPF? 
Lecture #3 Wed. June 23
Earth’s Spectrum 
Turnbull et al. 2007 
Pearl and Christensen 1997 
Lecture #3 Wed. June 23
Summary 
• Discovery 
– Hundreds of exoplanets are known 
– Atmosphere measurements for over dozens 
• Characterization 
– A few robust observational highlights show that exoplanet 
atmospheres are being studied in detail 
– Models are required to solidify interpretation 
• Beyond 
– Direct imaging of hot young planets 
– The M star opportunity: searching for super 
Earths orbiting close to low-mass stars and 
planned characteriztiaon with JWST
Seager & Deming, Annual Reviews of 
Astronomy and Astrophysics, 09/2010 
Madhusudhan and Seager ApJ, 2009 
Seager, “Exoplanet Atmospheres: Physical 
Processes” 2010, Princeton University Press 
Trent Schindler 
Trent Schindler 
References

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Sara Seager - Lecture1 - MIT

  • 1. Exoplanet Atmospheres: From Discovery to Characterization and Beyond Trent Schindler Trent Schindler Sara Seager Massachusetts Institute of Technology
  • 2. Known Planets 1995 Based on data compiled by J. Schneider
  • 3. Known Planets 1996 Based on data compiled by J. Schneider
  • 4. Known Planets 2000 Based on data compiled by J. Schneider
  • 5. Known Planets 2005 Based on data compiled by J. Schneider
  • 6. Known Planets 2010 Based on data compiled by J. Schneider
  • 7. Exoplanet Atmospheres Discovery Characterization Beyond
  • 8. Transiting Planet Science Primary Eclipse Measure size of planet See star’s radiation transmitted through the planet atmosphere Secondary Eclipse See planet thermal radiation disappear and reappear Learn about atmospheric circulation from thermal phase curves 10-2 10-4 10-3
  • 9. Courtesy Josh Winn See Seager and Mallen-Ornelas 2003
  • 10. Identification of Atoms and Molecules H2O and CH4 in transmission from HST Swain et al. (2008) See also Grillmair et al. 2008. HD 189733b Na, H2O, CH4 , CO2, CO, hazes HD 209458b Na, H2O, CH4, CO, CO2, H Ly α
  • 11. Day-Night Temperature Variation NASA/ESA/G. Bacon Spitzer Space Telescope
  • 12. Day-Night Temperature Variation HD 189733 HD 189733b Knutson et al. 2007 HAT-P-7b Borucki et al. 2009
  • 13. Thermal Phase Curves HD 189733 HD 189733b Knutson et al. 2007 Hottest regions are shifted away from the substellar point are interpreted as advection by a prograde superrotating equatorial jet. No model yet explains or predicts the westward-shifted cold spot
  • 14. Variability Madhusudhan and Seager, 2009 Data from: Swain et al. 2008, Charbonneau et al. 2008, Grillmair et al. 2008
  • 15. Variability: CO2 10-18 10-21 10-21 10-21 10-18 From VPL website
  • 16. A Comment on Data Courtesy F. Pont Transit Radius (Rp/R*) 8 0.6 1 2 5 Wavelength (μm) Data from Pont et al. 2008, Swain et al. 2008 Tinetti et al. 2007, Beaulieu et al. 2008, 2009, Desert et al. 2009. Figure courtesy Pont. Disagreement in the literature in Spitzer data is gradually being resolved over time, due to understanding different approaches to systematics’ removal.
  • 17. Summary of Atmosphere Highlights Identification of molecules Day-night temperature gradients Variability at 2-σ level Atmospheric escape Hot Jupiters are dark There is real data on exoplanet atmospheres. It may be limited, but many people are modeling the data
  • 18. Exoplanet Atmospheres Discovery Characterization Highlights Model Constraints Beyond
  • 19. Exoplanet Atmosphere Models Get a recipe + Fit the data Vary ingredients = Everything other than g and F* Exoplanet atmosphere modeling is like cooking – S. Aigrain
  • 20. Exoplanet Atmosphere Models Charbonneau et al. 2008 Swain et al. 2008 Grillmair et al. 2008 Previously unanswered questions • What is the “best-fit” model? • How is the best-fit quantified? • Is the “best-fit” model unique? • If the best-fit is not unique, what are the allowed ranges of model parameters?
  • 21. Hot Jupiter Radiative Transfer 1D, plane parallel, LTE Boundary Conditions • Stellar irradiation • Intrinsic energy source Chemical Equilibrium ∞ ∫ dλ = 0 dT dz Model Free Parameters • Day-night redistribution: • Unknown opacity: • Composition ( ) + clouds, etc. Caveats • No longer “self consistent” models • Computation time and convergence • Just a few models are run € dIλ dτ λ = Iλ − Sλ κλ Jλ − Sλ ( ) 0 = − γ −1 γ μg kB dP dz = −ρg P = ρkBT μ
  • 22. A Temperature and Abundance Retrieval Technique Run millions of models to constrain T and abundances Madhusudhan and Seager, 2009 N. Madhusudhan PhD 2009
  • 24. HD 189733 Madhusudhan and Seager 2009 Grillmair et al. 2008 Charbonneau et al. 2008 Deming et al. 2006 Swain et al. 2008
  • 25. Result #1 Variability Variability: True uncertainty in the data? Then no useful limits on molecular abundances Or the atmospheres are variable both in the energy redistribution state and in the concentrations of molecular abundances Madhusudhan and Seager 2009
  • 26. Result #2 Quantitative Abundances Spitzer/IRAC HD 189733 b Madhusudhuan and Seager 2009
  • 27. Result #2 Quantitative Abundances Spitzer/IRAC + HST/NICMOS HD 189733 b Madhusudhuan and Seager 2009
  • 28. Result #3 Challenge to Thermal Inversion Evidence for thermal inversion difficult to assess for most exoplanets, assuming 2 σ data uncertainties and/or a range of molecular abundances Madhusudhan and Seager, submitted to ApJ
  • 29. Result #4 Lack of CH4 on the Hot Neptune GJ 436b Stevenson et al. Nature 2010 Madhusudhan and Seager, submitted to ApJ
  • 30. Atmosphere Summary We have moved beyond discovery to characterization  several robust observational highlights  a quantitative tool for atmospheres
  • 31. Exoplanet Atmospheres Discovery Characterization Beyond
  • 32. Ground-Based Advances de Mooij & Snellen 2009 • Very Hot Jupiter secondary eclipses • Directly imaged Jupiters • Search for transiting super Earths
  • 33. β Pictoris: New Planet A composite image of the planet from 2003 and 2009 and the disk. Lagrange et al., Science 2010 (today)
  • 34. The M Star Opportunity Semi-Major Axis Sun K2 M6 Probability = 1/200 P = 365 days Transit depth = 10-4 Probability = 1/140 P = 177 days Transit depth = 1.25 x10-4 Probability = 1/50 P = 13 days Transit depth = 0.001 Tidally-locked
  • 35. John E. Kauffman used with permission
  • 36. Atmospheric escape Photochemistry Radiative transfer Atmospheric Composition Chemical equilibrium/disequilibrium Atmospheric circulation Clouds Connection with observations
  • 37. JWST = TPF? Lecture #3 Wed. June 23
  • 38. Earth’s Spectrum Turnbull et al. 2007 Pearl and Christensen 1997 Lecture #3 Wed. June 23
  • 39. Summary • Discovery – Hundreds of exoplanets are known – Atmosphere measurements for over dozens • Characterization – A few robust observational highlights show that exoplanet atmospheres are being studied in detail – Models are required to solidify interpretation • Beyond – Direct imaging of hot young planets – The M star opportunity: searching for super Earths orbiting close to low-mass stars and planned characteriztiaon with JWST
  • 40. Seager & Deming, Annual Reviews of Astronomy and Astrophysics, 09/2010 Madhusudhan and Seager ApJ, 2009 Seager, “Exoplanet Atmospheres: Physical Processes” 2010, Princeton University Press Trent Schindler Trent Schindler References