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Christoph Keller, Michiel Min, Rik van Lieshout, Ignas Snellen
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Irregular light curve - Leiden Universityhome.strw.leidenuniv.nl/~arh/presentations/NOVAmeeting_11Oct2016.pdf · • Irregular light curve • Uncorrelated deep and shallow transits

Dec 12, 2018

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Page 1: Irregular light curve - Leiden Universityhome.strw.leidenuniv.nl/~arh/presentations/NOVAmeeting_11Oct2016.pdf · • Irregular light curve • Uncorrelated deep and shallow transits

Christoph Keller, Michiel Min, Rik van Lieshout, Ignas Snellen

Page 2: Irregular light curve - Leiden Universityhome.strw.leidenuniv.nl/~arh/presentations/NOVAmeeting_11Oct2016.pdf · • Irregular light curve • Uncorrelated deep and shallow transits

• Irregular light curve

• Uncorrelated deep and shallow transits

Rappaport et al. 2012

Normalized flux of KIC 12557548b

Page 3: Irregular light curve - Leiden Universityhome.strw.leidenuniv.nl/~arh/presentations/NOVAmeeting_11Oct2016.pdf · • Irregular light curve • Uncorrelated deep and shallow transits

Rappaport et al. 2012

KIC 12557548b

Page 4: Irregular light curve - Leiden Universityhome.strw.leidenuniv.nl/~arh/presentations/NOVAmeeting_11Oct2016.pdf · • Irregular light curve • Uncorrelated deep and shallow transits

Rappaport et al. 2012

KIC 12557548b

Page 5: Irregular light curve - Leiden Universityhome.strw.leidenuniv.nl/~arh/presentations/NOVAmeeting_11Oct2016.pdf · • Irregular light curve • Uncorrelated deep and shallow transits

KIC12557548b(Rappaport et al. 2012)

KOI-2700b(Rappaport et al. 2014)

K2-22b(Sanchis-Ojeda et al. 2015)

15.7 hours 21.8 hours 9.1 hours

Page 6: Irregular light curve - Leiden Universityhome.strw.leidenuniv.nl/~arh/presentations/NOVAmeeting_11Oct2016.pdf · • Irregular light curve • Uncorrelated deep and shallow transits

Credit: NASA/JPL-Caltech

Page 7: Irregular light curve - Leiden Universityhome.strw.leidenuniv.nl/~arh/presentations/NOVAmeeting_11Oct2016.pdf · • Irregular light curve • Uncorrelated deep and shallow transits
Page 8: Irregular light curve - Leiden Universityhome.strw.leidenuniv.nl/~arh/presentations/NOVAmeeting_11Oct2016.pdf · • Irregular light curve • Uncorrelated deep and shallow transits

Particle size of ~0.1𝜇𝜇m (Brogi +12)

Page 9: Irregular light curve - Leiden Universityhome.strw.leidenuniv.nl/~arh/presentations/NOVAmeeting_11Oct2016.pdf · • Irregular light curve • Uncorrelated deep and shallow transits

Particle size of ~0.1𝜇𝜇m (Brogi +12)

Mass loss rate:1 Earth mass/Gyr(Rappaport+12)

Page 10: Irregular light curve - Leiden Universityhome.strw.leidenuniv.nl/~arh/presentations/NOVAmeeting_11Oct2016.pdf · • Irregular light curve • Uncorrelated deep and shallow transits

van Lieshout et al. 2016

tail length depends on the sublimation properties of the dust grains

Page 11: Irregular light curve - Leiden Universityhome.strw.leidenuniv.nl/~arh/presentations/NOVAmeeting_11Oct2016.pdf · • Irregular light curve • Uncorrelated deep and shallow transits

• No wavelength dependence • Croll el al. 2014• Schlawin et al. 2016• Felipe, PhD thesis, 2013

• Hint of wavelength dependence

• Bochinski+ 2015

Page 12: Irregular light curve - Leiden Universityhome.strw.leidenuniv.nl/~arh/presentations/NOVAmeeting_11Oct2016.pdf · • Irregular light curve • Uncorrelated deep and shallow transits

Schematic diagram (not to scale)

star dust in tail

Page 13: Irregular light curve - Leiden Universityhome.strw.leidenuniv.nl/~arh/presentations/NOVAmeeting_11Oct2016.pdf · • Irregular light curve • Uncorrelated deep and shallow transits

star

planet

Not to scale

dust

Page 14: Irregular light curve - Leiden Universityhome.strw.leidenuniv.nl/~arh/presentations/NOVAmeeting_11Oct2016.pdf · • Irregular light curve • Uncorrelated deep and shallow transits

star

planet

Not to scale

dust

𝑭𝑭𝒈𝒈𝒈𝒈𝒈𝒈𝒈𝒈, 𝒔𝒔𝒔𝒔𝒈𝒈𝒈𝒈

Page 15: Irregular light curve - Leiden Universityhome.strw.leidenuniv.nl/~arh/presentations/NOVAmeeting_11Oct2016.pdf · • Irregular light curve • Uncorrelated deep and shallow transits

star

planet

Not to scale

dust

𝑭𝑭𝒈𝒈𝒈𝒈𝒓𝒓

Page 16: Irregular light curve - Leiden Universityhome.strw.leidenuniv.nl/~arh/presentations/NOVAmeeting_11Oct2016.pdf · • Irregular light curve • Uncorrelated deep and shallow transits

star

planet

Not to scale

dust𝑭𝑭𝒈𝒈𝒈𝒈𝒈𝒈𝒈𝒈, 𝒑𝒑𝒑𝒑𝒈𝒈𝒑𝒑𝒑𝒑𝒔𝒔

Page 17: Irregular light curve - Leiden Universityhome.strw.leidenuniv.nl/~arh/presentations/NOVAmeeting_11Oct2016.pdf · • Irregular light curve • Uncorrelated deep and shallow transits

star

planet

Not to scale

dust

flux reduced flux, 𝑭𝑭𝑭𝒈𝒈𝒈𝒈𝒓𝒓

Page 18: Irregular light curve - Leiden Universityhome.strw.leidenuniv.nl/~arh/presentations/NOVAmeeting_11Oct2016.pdf · • Irregular light curve • Uncorrelated deep and shallow transits

Where• 𝛽𝛽 = 𝐹𝐹𝑟𝑟𝑟𝑟𝑟𝑟

𝐹𝐹𝑔𝑔𝑟𝑟𝑟𝑟𝑔𝑔(Independent of distance from star)

• 𝑇𝑇 = the fraction of flux not absorbed by closer particles (from 0 to 1) • 𝜔𝜔 = the planet’s orbital angular velocity • 𝒈𝒈 = vector from dust particle to star • 𝒓𝒓 = vector from dust particle to planet • 𝑀𝑀∗ = mass of star • 𝑚𝑚𝑝𝑝 = mass of planet

𝑑𝑑2𝒈𝒈𝑑𝑑𝑡𝑡2

= −𝐺𝐺𝑀𝑀∗ 1−𝑇𝑇𝑇𝑇𝒈𝒈 3 𝒈𝒈 − 2𝝎𝝎 × 𝑑𝑑𝒈𝒈

𝑑𝑑𝑡𝑡− 𝝎𝝎 × 𝝎𝝎 × 𝒈𝒈 − 𝐺𝐺𝑚𝑚𝑝𝑝

𝒓𝒓 3 𝒓𝒓

Stellar gravity and radiation

pressure

Coriolis acceleration

Centrifugal acceleration Planet gravity

Page 19: Irregular light curve - Leiden Universityhome.strw.leidenuniv.nl/~arh/presentations/NOVAmeeting_11Oct2016.pdf · • Irregular light curve • Uncorrelated deep and shallow transits
Page 20: Irregular light curve - Leiden Universityhome.strw.leidenuniv.nl/~arh/presentations/NOVAmeeting_11Oct2016.pdf · • Irregular light curve • Uncorrelated deep and shallow transits

To observer

Page 21: Irregular light curve - Leiden Universityhome.strw.leidenuniv.nl/~arh/presentations/NOVAmeeting_11Oct2016.pdf · • Irregular light curve • Uncorrelated deep and shallow transits

To observer

Page 22: Irregular light curve - Leiden Universityhome.strw.leidenuniv.nl/~arh/presentations/NOVAmeeting_11Oct2016.pdf · • Irregular light curve • Uncorrelated deep and shallow transits

Launching particles vertically (cone with 20° angle)

Optically thick dynamics

Initial particle size 1𝜇𝜇m

To observer

Page 23: Irregular light curve - Leiden Universityhome.strw.leidenuniv.nl/~arh/presentations/NOVAmeeting_11Oct2016.pdf · • Irregular light curve • Uncorrelated deep and shallow transits

Launching particles vertically (cone with 20° angle)

Optically thick dynamics

Initial particle size 1𝜇𝜇m

To observer

Page 24: Irregular light curve - Leiden Universityhome.strw.leidenuniv.nl/~arh/presentations/NOVAmeeting_11Oct2016.pdf · • Irregular light curve • Uncorrelated deep and shallow transits

• Tail propagates away in the launch direction To observer

Page 25: Irregular light curve - Leiden Universityhome.strw.leidenuniv.nl/~arh/presentations/NOVAmeeting_11Oct2016.pdf · • Irregular light curve • Uncorrelated deep and shallow transits

• Reduced radiation pressure from optical depth allows Coriolis force to dominate

• Clockwise dust motion• Coriolis force

• Clockwise motion also from other launch directions in the plane

• Would give early ingress• Can rule out

To observer

Page 26: Irregular light curve - Leiden Universityhome.strw.leidenuniv.nl/~arh/presentations/NOVAmeeting_11Oct2016.pdf · • Irregular light curve • Uncorrelated deep and shallow transits

• MCMC ray-tracing • Scattering • Absorption

• Generates images• Multiple wavelengths • Polarized light

• Can generate transit light curves by rotating around the fixed dust distribution

Page 27: Irregular light curve - Leiden Universityhome.strw.leidenuniv.nl/~arh/presentations/NOVAmeeting_11Oct2016.pdf · • Irregular light curve • Uncorrelated deep and shallow transits

1 2

3 4

Page 28: Irregular light curve - Leiden Universityhome.strw.leidenuniv.nl/~arh/presentations/NOVAmeeting_11Oct2016.pdf · • Irregular light curve • Uncorrelated deep and shallow transits

Optically thin:wavelength dependence

Optically thick:no wavelength dependence

Time (arbitrary units) Time (arbitrary units)

Page 29: Irregular light curve - Leiden Universityhome.strw.leidenuniv.nl/~arh/presentations/NOVAmeeting_11Oct2016.pdf · • Irregular light curve • Uncorrelated deep and shallow transits
Page 30: Irregular light curve - Leiden Universityhome.strw.leidenuniv.nl/~arh/presentations/NOVAmeeting_11Oct2016.pdf · • Irregular light curve • Uncorrelated deep and shallow transits

Sanchis-Ojeda et al. 2015

Page 31: Irregular light curve - Leiden Universityhome.strw.leidenuniv.nl/~arh/presentations/NOVAmeeting_11Oct2016.pdf · • Irregular light curve • Uncorrelated deep and shallow transits

Perez-Becker & Chiang 2013

Page 32: Irregular light curve - Leiden Universityhome.strw.leidenuniv.nl/~arh/presentations/NOVAmeeting_11Oct2016.pdf · • Irregular light curve • Uncorrelated deep and shallow transits

Croll+ 2014

No wavelength dependence of KIC1255b (0.5𝜇𝜇m particles)

Page 33: Irregular light curve - Leiden Universityhome.strw.leidenuniv.nl/~arh/presentations/NOVAmeeting_11Oct2016.pdf · • Irregular light curve • Uncorrelated deep and shallow transits

Bochinski+ 2015

Wavelength dependence of KIC1255b (0.25 – 1 𝜇𝜇m particles)

Page 34: Irregular light curve - Leiden Universityhome.strw.leidenuniv.nl/~arh/presentations/NOVAmeeting_11Oct2016.pdf · • Irregular light curve • Uncorrelated deep and shallow transits

Schlawin+ 2016

No wavelength dependence of KIC1255b (0.5 – 1 𝜇𝜇m particles)

Page 35: Irregular light curve - Leiden Universityhome.strw.leidenuniv.nl/~arh/presentations/NOVAmeeting_11Oct2016.pdf · • Irregular light curve • Uncorrelated deep and shallow transits

D. Felipe, PhD thesis, 2013, Alonso et al. in prep.

No wavelength dependence of KIC1255b (slightly higher red likely instrumental)

Page 36: Irregular light curve - Leiden Universityhome.strw.leidenuniv.nl/~arh/presentations/NOVAmeeting_11Oct2016.pdf · • Irregular light curve • Uncorrelated deep and shallow transits

Sanchis-Odjeda et al. 2016

Page 37: Irregular light curve - Leiden Universityhome.strw.leidenuniv.nl/~arh/presentations/NOVAmeeting_11Oct2016.pdf · • Irregular light curve • Uncorrelated deep and shallow transits

Constraints on composition

van Lieshout et al. 2016