Published March 31, 2017 | Version v1
Thesis Open

Constraining Exoplanetary Physical and Orbital Parameters with TAR-Fit

Authors/Creators

  • 1. Harvard University

Contributors

  • 1. Harvard-Smithsonian Center for Astrophysics

Description

Photodynamical modeling of star systems using available Kepler transit photometry and radial velocity observations has provided unique constraints on physical parameters of stars, providing insight into stellar structure and formation models (Carter et al. 2011). The inclusion of forthcoming astrometric measurements from the ongoing ESA Gaia mission will help improve the accuracy and precision of these models by constraining the orbital motion of stars around the system barycenter in the plane of the sky. Here I use the self-developed Transit, Astrometry, and RV Fitter (TAR-Fit) photodynamical model to update the parameters of the KOI-126 system, first reported in Carter et al. (2011). KOI-126 is a triply-eclipsing stellar system composed of a low-mass binary in orbit around a solar-type star. I use a Bulirsch-Stoer numerical integrator written in C to compute the dynamics of the system in a heliocentric frame, and run a Markov Chain Monte Carlo fitting process calculating the chi-square value for the simulated transits, astrometry, and RV data produced by the integrator compared to observational data. The best-fit model parameters I calculated for the dataset from Carter et al. (2011) were consistent with their parameters, but not consistent with the full photometric dataset, and required slight tweaks in the orbital angles of the system in order to fit all the transits. The evolution of the parameters for KOI-126 throughout the 7 years of Kepler and radial velocity observations provides strong constraints on the best-fit parameter values.

Notes

Astro 99

Files

dietrichjeremy_Thesis-2.pdf

Files (2.8 MB)

Name Size Download all
md5:db14d4cbb21a9805e87346095791acd4
2.8 MB Preview Download

Additional details

References

  • Agol, Eric; Steffen, Jason; Sari, Re'em et al. "On Detecting Terrestrial Planets with Timing of Giant Planet Transits." 2005, MNRAS, 359, 567.
  • Bellman, Richard E. Dynamic programming. 1957, Princeton University Press.
  • Bellman, Richard E. Adaptive control processes: a guided tour. 1961, Princeton University Press.
  • Borucki, William J.; Koch, David G.; Basri, Gibor et al. "Kepler Planet-Detection Mission: Introduction and First Results". 2010, Science, 327, 977.
  • Brooker, Ralph A. and Olle, T. William. "Apsidal-Motion Constants for Polytropic Models." 1955, MNRAS, 115, 101.
  • Brown, Anthony G.A.; Vallenari, Antonel; Prusti, Timo et al. "Gaia Data Release 1. Summary of the astrometric, photometric, and survey properties." 2016, A&A, 595, 2.
  • Caldwell, Douglas A.; Kolodziejczak, Jeffery J.; Van Cleve, Jeffrey E. et al. "Instrument Performance in Kepler's First Months." 2010, ApJ, 713, 92.
  • Carter, Joshua A.; Fabrycky, Daniel C.; Ragozzine, Darin et al. "KOI-126: A Triply Eclipsing Hierarchical Triple with Two Low-Mass Stars." 2011, Science, 331, 562.
  • Carter, Joshua A.; Agol, Eric; Chaplin, William J. et al. "Kepler-36: A Pair of Planets with Neighboring Orbits and Dissimilar Densities." 2012, Science, 337, 556.
  • Christensen-Dalsgaard, Jørgen.; Däppen, Werner.; Ajukov, Sergey V. et al. "The Current State of Solar Modeling." 1996, Science, 272, 1286.
  • Claret, Antonio; "A New Non-linear Limb-darkening Law for LTE Stellar Atmosphere Models. Calculations for -5.0 <= log[M/H] <= +1, 2000 K <= T eff <= 50000 K at Several Surface Gravities." 2000, A&A, 363, 1081.
  • Cosetino, Rosario; Lovis, Christophe; Pepe, Francisco et al. "HARPS-N: The New Planet Hunter at TNG." 2012, SPIE, 8446, 1.
  • Deuflhard, Peter. Order and Stepsize Control in Extrapolation Methods. 1983, Numerische Mathematik, 41, 399.
  • Deuflhard, Peter. "Recent Progress in Extrapolation Methods for Ordinary Differential Equations". 1985, SIAM Review, 27, 505.
  • Dotter, Aaron; Chaboyer, Brian; Jevremović, Darko et al. "The Dartmouth Stellar Evolution Database." 2008, ApJS, 178, 89.
  • Doyle, Laurance R.; Carter, Joshua A.; Fabrycky, Daniel C. et al. "Kepler-16: A Transiting Circumbinary Planet." 2011, Science, 333, 1602.
  • Eastman, Jason; Gaudi, B. Scott; Agol, Eric. "EXOFAST: A Fast Exoplanetary Fitting Suite in IDL." 2013, PASP, 125, 83.
  • Foreman-Mackey, Daniel; Hogg, David W.; Lang, Dustin et al. "emcee: The MCMC Hammer." 2013, PASP, 125, 306.
  • Gear, C. William. Numerical Initial Value Problems in Ordinary Differential Equations. 1971, Prentice Hall.
  • Gillon, Michaël; Jehin, Emmanuel; Lederer, Susan M. et al. "Temperate Earth-sized planets transiting a nearby ultracool dwarf star." 2016, Nature, 533, 221.
  • Gillon, Michaël; Triaud, Amaury H. M. J.; Demory, Brice-Olivier et al. "Seven temperate terrestrial planets around the nearby ultracool dwarf star TRAPPIST-1." 2017, Nature, 542, 456.
  • Hairer, Ernst; Nørsett, Syvert P.; Wanner, Gerhard. Solving Ordinary Differential Equations I: Nonstiff Problems. 1993, Springer-Verlag.
  • Hastings, W.K. "Monte Carlo Sampling Methods Using Markov Chains and Their Applications". 1970, Biometrika, 57, 97.
  • Hayes, Brian. "First links in the Markov chain". 2013, American Scientist, 101, 92.
  • Holman, Matthew J.; Murray, Norman W. "The Use of Transit Timing to Detect Terrestrial- Mass Extrasolar Planets." 2005, Science, 307, 1288.
  • Howell, Steve B.; Sobeck, Charlie; Haas, Michael et al. "The K2 Mission: Characterization and Early Results." 2014, PASP, 126, 398.
  • Husser, Tim-Oliver; Wende-von Berg, Sebastian, Dreizler, Stefan et al. "A New Extensive Library of PHOENIX Stellar Atmospheres and Synthetic Spectra." 2013, A&A, 553, 6.
  • Jehin, Emmanuel; Gillon, Michaël; Queloz, Didier et al. "TRAPPIST: TRAnsiting Planets and PlanetesImals Small Telescope." 2011, Messenger, 145, 2.
  • Jenkins, Jon M.; Caldwell, Douglas A.; Chandrasekaran, Hema et al. "Overview of the Kepler Science Processing Pipeline." 2010, ApJ, 713, 87.
  • Kipping, David M.; Schmidt, Allan R.; Huang, Chelsea X. et al. "The Hunt for Exomoons with Kepler (HEK): V. A Survey of 41 Planetary Candidates for Exomoons". 2015, ApJ, 813, 14.
  • Kaeufl, Hans-Ulrich; Ballester, Pascal; Biereichel, Peter et al. "CRIRES: A High-Resolution Infrared Spectrograph for ESO's VLT." 2004, SPIE, 5492, 1218.
  • Koch, David G.; Borucki, William J.; Basri, Gibor et al. "Kepler Mission Design, Realized Photometric Performance, and Early Science." 2010, ApJ, 713, 79.
  • Latham, David W.; Sasselov, Dimitar D.; Szentgyorgyi, Andrew H. "Spectroscopic Follow-Up Observations of Transiting Planet Candidates Identified by the Kepler Mission." 2006, AAS, 38, 1167.
  • Levenberg, Kenneth. "A Method for the Solution of Certain Non-Linear Problems in Least Squares." 1944, Quarterly of Applied Mathematics, 2, 164.
  • Lissauer, Jack J.; Fabrycky, Daniel C.; Ford, Eric B. et al. "A Closely Packed System of Low- Mass, Low-Density Planets Transiting Kepler-11." 2011, Nature, 470, 53.
  • Mandel, Kaisey; Agol, Eric. "Analytic Light Curves for Planetary Transit Searches." 2002, ApJ, 580, 171.
  • Marquardt, Donald. "An Algorithm for Least-Squares Estimation of Nonlinear Parameters." 1963, SIAM Journal on Applied Mathematics, 11, 431.
  • Mayor, Michel; Pepe, Francesco; Queloz, Didier et al. "Setting New Standards with HARPS." 2003, Messenger, 114, 20.
  • Metropolis, N.; Rosenbluth, A.W.; Rosenbluth, M.N. et al. "Equations of State Calculations by Fast Computing Machines." 1953, Journal of Chemical Physics, 21, 1087.
  • Mills, Sean M. and Fabrycky, Daniel C. "Kepler-108: A Mutually Inclined Giant Planet System." 2016, arXiv, 1606, 4485.
  • Mills, Sean M. and Fabrycky, Daniel C. "Mass, Density, and Formation Constraints in the Compact, Sub-Earth Kepler-444 System Including Two Mars-Mass Planets." 2017, private communication.
  • Mills, Sean M.; Fabrycky, Daniel C.; Migaszewski, Cezary et al. "A Resonant Chain of Four Transiting, Sub-Neptune Planets." 2016, Nature, 533, 509.
  • Migaszewski, Cezary; Słonina, Mariusz; Goździewski, Krzysztof. "A Dynamical Analysis of the Kepler-11 Planetary System." 2012, arXiv, 1205, 822.
  • Perryman, Michael A. C.; Hartman, Joel; Bakos, Gáspár Á. et al. "Astrometric Exoplanet Detection with Gaia." 2014, ApJ, 797, 14.
  • Perryman, Michael A.C.; Lindegren, Lennart; Kovalevsky, Jean et al. "The HIPPARCOS Catalogue." 1997, A&A, 323, 49.
  • Ricker, George R.; Winn, Joshua N.; Vanderspek, Roland et al. "Transiting Exoplanet Survey Satellite (TESS)." 2014, SPIE, 9143, 20.
  • Seager, Sara; Mallén-Ornelas, Gabriella. "A Unique Solution of Planet and Star Parameters from an Extrasolar Planet Transit Light Curve." 2003, ApJ, 585, 1038.
  • Shampine, Lawrence F.; Baca, Lorraine S. "Smoothing the Extrapolated Midpoint Rule." 1983, Numerische Mathematik, 41, 165.
  • Stassun, Keivan G.; Collins, Karen A.; Gaudi, B. Scott. "Accurate, Empirical Radii and Masses of Planets with Gaia Parallaxes." 2016, arXiv, 1609, 4389.
  • Street, Rick A.; Pollacco, Don L., Fitzsimmons, Alan et al. "SuperWASP: Wide Angle Search for Planets." 2003, ASPC, 294, 405.
  • Struve, Otto. "Proposal for a Project of High-Precision Stellar Radial Velocity Work." 1952, The Observatory, 72, 199.
  • Sullivan, Peter W.; Winn, Joshua N.; Berta-Thompson, Zachory K.; et al. "The Transiting Exoplanet Survey Satellite: Simulations of Planet Detections and Astrophysical False Positives." 2015, ApJ, 809, 77.
  • Tull, Robert G.; MacQueen, Phillip J.; Sneden, Christopher et al. "The high-resolution cross- dispersed echelle white-pupil spectrometer of the McDonald Observatory 2.7-m telescope." 1995, PASP, 107, 215.
  • van Leeuwen, Floor. "Rights and wrongs of the Hipparcos data. A critical quality assessment of the Hipparcos catalogue." 2005, A&A, 439, 805.
  • Vogt, Steven S.; Allen, Steven L.; Bigelow, Bruce B. et al. "HIRES: The High-Resolution Echelle Spectrometer on the Keck 10-m Telescope." 1994, SPIE, 2198, 362.
  • Winn, Joshua N. "Transits and Occultations."2010, arXiv, 1001, 2010.