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Transit Timing Variations Dan Fabrycky UCSC / UChicago Thanks to Michelson (/NExScI) and Hubble for support!

Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

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Page 1: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Transit Timing Variations

Dan Fabrycky UCSC / UChicago

Thanks to Michelson (/NExScI) and Hubble for support!

Page 2: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Planet Detection Method

TTVs! ETVs!

Page 3: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Overview

•  The dynamics that give rise to TTV •  Sensitivity to Architecture

–  Upper limits and the lonliness of hot Jupiters –  Prevalence of near-resonances

•  Multi-transiting planets –  Measurements of masses –  Determination of full 3-D architecture

Page 4: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Dynamics: Orbital Timescales

Page 5: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Dynamics: Secular Timescales

P2/P1 = 2.44 near 5:2

Page 6: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Dynamics: Resonant Orbits

P2/P1 = 2.00

Page 7: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Keplerian Offsets Kepler-16: Doyle, Carter, Fabrycky et al. 2011

Page 8: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

230.264 221.508 213.715 238.096 Δ=24.38 d

Δ=8.756 d

Page 9: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Outer-Period Variation: Tidal period shift

Fcom=Gm3/r32 Ftide=-(1/2)Gm3ab

2/r33

Page 10: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Outer-Period Variation: Inclination

Borkovits et al. 2003

Page 11: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Tidal TTV examples

KOI-928 Steffen et al. (2011) Solar-type primary star. 5.0 day binary of M-stars orbiting it every 116 days.

Page 12: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Tidal TTV examples

KOI-1474 Dawson et al. (2012) Jupiter-size transiting planet on an e=0.74-0.91 orbit. Strongly perturbed by a sub-stellar companion.

Page 13: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Light travel-time effect

Irwin (1952) Prsa et al. in prep. Orosz et al. in prep.

2007

Page 14: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Tidal Evolution?

•  Close-in planets raise a tidal bulge on their host, as it dissipates the planet will be torqued into the star (Rasio+95, Sasselov02)

•  It happens; will we observe it?

Page 15: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

V1309 Scorpii: Merger of a Contact Binary Tylenda et al. 2011

Page 16: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

V1309 Scorpii: Merger of a Contact Binary Tylenda et al. 2011

Page 17: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Additional Theory •  Secular (Miralda Escude 2002, Heyl & Gladman 2007 (in-plane), Pal & Kocsis

2007 (GR), Ragozzine & Wolf 2008 (tidal)) -- TDV"•  Long-period (Borkovits et al. 2003) •  Moons (Kipping 2009ab, Simon 2007, Sato & Asada 2009) -- TDV again"•  Trojans (Ford & Gaudi 2006, Ford & Holman 2007)"•  Motion (Rafikov 2008 (Proper motion), Scharf 2007 (Parallax), Irwin 1952

(light-time))"•  Stellar variability (Alonso+2008 (spots), Loeb 2009 (stellar size))"•  Watson 2010 (oblateness, Applegate effect)"•  Planetary Spin Precession (Carter and Winn 2010)"•  Planetary consumption (Sasselov 2003)"•  Clocks wrong (Eastman et al. 2010)"

•  Exciting papers (Agol et al., Holman & Murray 2005), emphasizing resonant effect

Page 18: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

The Promise

Agol, Steffen, Sari, Clarkson (2005)

Page 19: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

The Frustration

HD 209458 TrES-2

Steffen & Agol 2005

Agol & Steffen 2007

Page 20: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

The Frustration

Miller-Ricci+07

HD209458

Miller-Ricci+07

HD189733 Miller-Ricci+06 HD189733 Ballard+10

GJ436

Gibson+10 HAT-P-3

Gibson+10 TrES-3

Adams+10 OGLE-TR-113

Adams+10 OGLE-TR-113

Bean 09 CoRoT-exo-1 Csizmadia+10

CoRoT-exo-1

Page 21: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

The Frustration

GJ 1214 Carter et al. 2010

Page 22: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Periodograms Steffen’s 2006 thesis, Maciejewski et al. 2010, Kipping & Bakos 2010

WASP-3

1/(2Porb)

Page 23: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Kepler says: Hot Jupiters are Lonely Steffen et al. 2012

2/63, both spurious!

3TTV, 3MTS /31

73MTS, 2TTV / 222

single: blue, open MultiTransit: purple 29MTS, 2TTV / 52

Page 24: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Lee & Peale 02 GJ 876 b/c

Zhou+05

Why? D

isk

mig

ratio

n th

eory

H

igh-eccentricity migration

Wu & Murray 03 HD 80606b

Nagasawa+08/11

✔ Hot Jupiters

Page 25: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Embarrassment of Riches of TTV Kepler-9c Kepler-30b

Kepler-36c Kepler-30d

Kepler-9c Kepler-24c

Page 26: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Embarrassment of Riches of TTV

Kepler-29b

Kepler-23b

Kepler-24b

Nesvorny et al. 2012

Kepler-47b

Page 27: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Embarrassment of Riches of TTV

Kepler-25b Kepler-18b

Dawson et al. 2012 Awaiting acceptance/adoption

Kepler-11f

Page 28: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

The Inverse Problem

•  Perturbation theory (Agol et al. 2005 Appendix, Nesvorny & Morbidelli 2008, Nesvorny 2009, Nesvorny & Beauge 2009)

•  Numerical approach (Meschari et al. 2009, Meschari & Laughlin 2010)

•  Effects of Inclination near resonance (Payne et al. 2009) •  Extreme phase sensitivity (Veras et al. 2010)

•  In general, difficult degeneracies plague TTV inversions.

Page 29: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

5 minutes early

5 minutes late

Transit Times of Kepler-19b

Δχ2 of sinusoid, compared to linear = 250

Kepler-19 Ballard, Fabrycky, Fressin et al. 2011

O-C

(min

)

thanks to Sarah for slides

Page 30: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

What’s causing the TTV? Kepler-19

~316 day perturber

b

Light travel time hypothesis: would induce km/s Doppler shift (ruled out by order of magnitude)

Applegate effect: TTV amplitude too small, quiet star Rotation of apsidal line: Timescales >> PTTV

Tidal effect of star at P=2PTTV: ruled out by RV, except for unlikely face-on inclination

Page 31: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Lots of possible orbits for the planet Kepler-19c

Mean motion resonances:

<2:3 >2:3 <2:1 Higher-order resonances:

<1:3 <5:3 <3:1 >4:1

Co-orbital planet? Distant retrograde moon?

1:1

Possible orbits:

Page 32: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

KOI-872 Nesvorny et al. 2012

Page 33: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan
Page 34: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Pairs of TTV’ing planets •  Kepler-9b/c, 11b/c and 11c/d/e, 18b/c •  Kepler-23-32 b/c •  ~10 more systems on the way

Page 35: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Kepler-9: First Impressions

Page 36: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

The Numerical Model •  Newton’s equations, using high-order Runge-Kutta.

Prints out at times of RV and transit t, b, v. Found by Newton’s method on r•v

Page 37: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Fits of the data obtained

Page 38: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

chi2=28.1 Mb=0.13±0.01 MJ 49 d.o.f. Mc=0.09±0.01 MJ

Page 39: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Kepler-30

•  3-planet system •  Tingley et al. 2011 observed a ground-based transit,

found a 1-hour TTV

Page 40: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Kepler-30b

Kepler-30c

Kepler-30d

Page 41: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Kepler-30 through Q10

Page 42: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Mutual inclination => Duration drift

Page 43: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Mutual inclination => Duration drift

Page 44: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Mutual inclination => Duration drift

Page 45: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Mutual inclination => Duration drift

f(ac/ad) c

c

d

Miralda-Escude 2002 Ballard et al. 2010

<~ few degrees

Page 46: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Architecture of Multiples

Lissauer et al. 2011, Fabrycky et al. 2012

Page 47: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Resonant Repulsion

Lithwick & Wu 12 a see also: Batygin & Morbidelli 12, Delisle+12

Lithwick & Wu 12 b Correctly predicts the TTV phase of some pairs of planets.

Page 48: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Kepler-11

Lissauer, Fabrycky, Ford et al. 2011

Page 49: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan
Page 50: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

It is observed! “Great Inequality” timescale: 1/(4 -5/ ) = 231 days

= 10.3038 days

= 13.02502 days

See also: Kepler-18 by Cochran, Fabrycky, et al.

Page 51: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan
Page 52: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Migaszewski et al. 2012

Photodynamics

Page 53: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Kepler-36 Carter, Agol, et al. 2012

Page 54: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Kepler-36

•  Josh Carter’s photodynamics have given us all the circumbinary planets, too.

Page 55: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Promise of TTVs??

Page 56: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Promise of TTVs?? Route to weighing habitable planets

Mea

sura

ble

mas

s (M

earth

)

1

10

100

100 1000 10 Orbital period (days)

Radial velocities

Page 57: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan
Page 58: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Only Mercury & Venus transit: -- measure Venus’ mass -- infer Earth’s existence

Page 59: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Only Venus & Earth transit: -- measure both mass -- infer Jupiter’s existence

Page 60: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Venus through 1-Jupiter? -- measure V,E,M mass -- double-check Earth’s -- infer Jupiter’s period and mass(?)

Page 61: Transit Timing Variations - NExScI · 2016. 1. 28. · • Nota bene: plenty more to talk about at the TTV hands on session later this morning! Title: TTVreview_save.ppt Author: Dan

Questions?

•  Nota bene: plenty more to talk about at the TTV hands on session later this morning!