Variability Catalog of Stars Observed during the TESS Prime Mission

During its 2 yr Prime Mission, TESS observed over 232,000 stars at a 2 minute cadence across ∼70% of the sky. These data provide a record of photometric variability across a range of astrophysically interesting timescales, probing stellar rotation, stellar binarity, and pulsations. We have analyzed the TESS 2 minute light curves to identify periodic variability on timescales of 0.01–13 days, and explored the results across various stellar properties. We have identified over 46,000 periodic variables with high confidence, and another 38,000 with moderate confidence. These light curves show differences in variability type across the Hertzsprung–Russell diagram, with distinct groupings of rotational, eclipsing, and pulsational variables. We also see interesting patterns across period–luminosity space, with clear correlations between period and luminosity for high-mass pulsators, evolved stars, and contact binary systems, a discontinuity corresponding to the Kraft break, and a lower occurrence of periodic variability in main-sequence stars on timescales of 1.5–2 days. The variable stars identified in this work are cross-identified with several other variability catalogs, from which we find good agreement between the measured periods of variability. There are ∼65,000 variable stars that are newly identified in this work, which includes the rotation rates of low-mass stars, high-frequency pulsation periods for high-mass stars, and a variety of giant star variability.

[1]  S. Zucker,et al.  Gaia Data Release 3. All-sky classification of 12.4 million variable sources into 25 classes , 2022, Astronomy & Astrophysics.

[2]  K. Covey,et al.  Untangling the Galaxy. IV. Empirical Constraints on Angular Momentum Evolution and Gyrochronology for Young Stars in the Field , 2022, The Astronomical Journal.

[3]  P. Robertson,et al.  SpinSpotter : An Automated Algorithm for Identifying Stellar Rotation Periods with Autocorrelation Analysis , 2022, The Astrophysical Journal.

[4]  C. Aerts,et al.  Gaia Data Release 3. Summary of the variability processing and analysis , 2022, Astronomy & Astrophysics.

[5]  P. J. Richards,et al.  Gaia Data Release 3. Pulsations in main-sequence OBAF-type stars , 2022, Astronomy & Astrophysics.

[6]  Nicholas H. Barbara,et al.  Classifying Kepler light curves for 12,000 A and F stars using supervised feature-based machine learning , 2022, Monthly Notices of the Royal Astronomical Society.

[7]  D. Kurtz Asteroseismology Across the Hertzsprung–Russell Diagram , 2022, Annual Review of Astronomy and Astrophysics.

[8]  David J Armstrong,et al.  Periodic stellar variability from almost a million NGTS light curves , 2022, Monthly Notices of the Royal Astronomical Society.

[9]  R. Beaton,et al.  Rotation Distributions around the Kraft Break with TESS and Kepler: The Influences of Age, Metallicity, and Binarity , 2022, The Astrophysical Journal.

[10]  Avi Shporer,et al.  Revisiting Kepler Transiting Systems: Unvetting Planets and Constraining Relationships among Harmonics in Phase Curves , 2022, The Astronomical Journal.

[11]  J. Pepper,et al.  Revisiting BD-06 1339b: A Likely False Positive Caused by Stellar Activity , 2022, 2203.06191.

[12]  B. Tofflemire,et al.  Revealing the Field Sub-subgiant Population Using a Catalog of Active Giant Stars and Gaia EDR3 , 2021, 2112.09100.

[13]  B. Tofflemire,et al.  Observationally Constraining the Starspot Properties of Magnetically Active M67 Sub-subgiant S1063 , 2021, The Astrophysical Journal.

[14]  Jae Woo Lee,et al.  TESS Eclipsing Binary Stars. I. Short-cadence Observations of 4584 Eclipsing Binaries in Sectors 1–26 , 2021, The Astrophysical Journal Supplement Series.

[15]  Heidi B. Thiemann,et al.  VeSPA: The SuperWASP Variable Star Photometry Archive , 2021, Research Notes of the AAS.

[16]  R. P. Butler,et al.  TESS Giants Transiting Giants. I.: A Noninflated Hot Jupiter Orbiting a Massive Subgiant , 2021, The Astronomical Journal.

[17]  J. Zinn,et al.  A “Quick Look” at All-sky Galactic Archeology with TESS: 158,000 Oscillating Red Giants from the MIT Quick-look Pipeline , 2021, The Astrophysical Journal.

[18]  X. Fang,et al.  Stellar activity cycles as revealed by long-term beat-like patterns from light curves of Kepler , 2021, Research in Astronomy and Astrophysics.

[19]  T. Bedding,et al.  Revisiting bright δ Scuti stars and their period–luminosity relation with TESS and Gaia DR3 , 2021, Monthly notices of the Royal Astronomical Society.

[20]  David J Armstrong,et al.  TESS Data for Asteroseismology (T’DA) Stellar Variability Classification Pipeline: Setup and Application to the Kepler Q9 Data , 2021, The Astronomical Journal.

[21]  Peter Sadowski,et al.  Recovery of TESS Stellar Rotation Periods Using Deep Learning , 2021, The Astrophysical Journal.

[22]  Chelsea X. Huang,et al.  The TESS Objects of Interest Catalog from the TESS Prime Mission , 2021, The Astrophysical Journal Supplement Series.

[23]  Heidi B. Thiemann,et al.  SuperWASP variable stars: classifying light curves using citizen science , 2021, Monthly Notices of the Royal Astronomical Society.

[24]  P. J. Richards,et al.  Gaia Early Data Release 3 , 2020, Astronomy & Astrophysics.

[25]  Chelsea X. Huang,et al.  Photometry of 10 Million Stars from the First Two Years of TESS Full Frame Images: Part I , 2020, Research Notes of the AAS.

[26]  Eric Ting,et al.  TESS Science Processing Operations Center FFI Target List Products , 2020, Research Notes of the AAS.

[27]  O. Kochukhov Magnetic fields of M dwarfs , 2020, The Astronomy and Astrophysics Review.

[28]  J. Haislip,et al.  EvryFlare. III. Temperature Evolution and Habitability Impacts of Dozens of Superflares Observed Simultaneously by Evryscope and TESS , 2020, The Astrophysical Journal.

[29]  G. Piotto,et al.  A search for transiting planets around FGKM dwarfs and subgiants in the TESS full frame images of the Southern ecliptic hemisphere , 2020, 2008.09832.

[30]  Jaime Fern'andez del R'io,et al.  Array programming with NumPy , 2020, Nature.

[31]  V. Adibekyan,et al.  The correlation between photometric variability and radial velocity jitter , 2020, Astronomy & Astrophysics.

[32]  R. Grijs,et al.  The Zwicky Transient Facility Catalog of Periodic Variable Stars , 2020, The Astrophysical Journal Supplement Series.

[33]  T. Bedding,et al.  Asteroseismology of luminous red giants with Kepler I: long-period variables with radial and non-radial modes , 2020, 2001.10878.

[34]  Adam A. Miller,et al.  ZTF Early Observations of Type Ia Supernovae. I. Properties of the 2018 Sample , 2019, The Astrophysical Journal.

[35]  Gang Li,et al.  The first view of δ Scuti and γ Doradus stars with the TESS mission , 2019, Monthly Notices of the Royal Astronomical Society.

[36]  D. Hogg,et al.  Toward Precise Stellar Ages: Combining Isochrone Fitting with Empirical Gyrochronology , 2019, The Astronomical Journal.

[37]  Drake Deming,et al.  Absence of a thick atmosphere on the terrestrial exoplanet LHS 3844b , 2019, Nature.

[38]  J. Haislip,et al.  EvryFlare. II. Rotation Periods of the Cool Flare Stars in TESS across Half the Southern Sky , 2019, The Astrophysical Journal.

[39]  Johannes L. Schönberger,et al.  SciPy 1.0: fundamental algorithms for scientific computing in Python , 2019, Nature Methods.

[40]  Keivan G. Stassun,et al.  The Revised TESS Input Catalog and Candidate Target List , 2019, The Astronomical Journal.

[41]  T. Bedding,et al.  The period–luminosity relation for δ Scuti stars using Gaia DR2 parallaxes , 2019, Monthly Notices of the Royal Astronomical Society.

[42]  Daniel Foreman-Mackey,et al.  eleanor: An Open-source Tool for Extracting Light Curves from the TESS Full-frame Images , 2019, Publications of the Astronomical Society of the Pacific.

[43]  T. Bedding,et al.  Gaia-derived luminosities ofKeplerA/F stars and the pulsator fraction across the δ Scuti instability strip , 2019, Monthly Notices of the Royal Astronomical Society.

[44]  Brett M. Morris,et al.  astroquery: An Astronomical Web-querying Package in Python , 2019, The Astronomical Journal.

[45]  Keivan G. Stassun,et al.  Stellar Flares from the First TESS Data Release: Exploring a New Sample of M Dwarfs , 2019, The Astronomical Journal.

[46]  Jessie L. Dotson,et al.  Lightkurve: Kepler and TESS time series analysis in Python , 2018 .

[47]  S. Udry,et al.  Detection of a giant flare displaying quasi-periodic pulsations from a pre-main-sequence M star by the Next Generation Transit Survey , 2018, Monthly Notices of the Royal Astronomical Society.

[48]  S. Kane The Impact of Stellar Distances on Habitable Zone Planets , 2018, The Astrophysical Journal.

[49]  E. Newton,et al.  The stellar rotation–activity relationship in fully convective M dwarfs , 2018, Monthly Notices of the Royal Astronomical Society.

[50]  J. Lindkvist,et al.  Why an intrinsic magnetic field does not protect a planet against atmospheric escape , 2018, Astronomy & Astrophysics.

[51]  H. Genda,et al.  Impact degassing and atmospheric erosion on Venus, Earth, and Mars during the late accretion , 2018, Icarus.

[52]  P. J. Richards,et al.  Gaia Data Release 2 , 2018, Astronomy & Astrophysics.

[53]  C. Aerts,et al.  Gaia Data Release 2: Variable stars in the colour-absolute magnitude diagram , 2018, 1804.09382.

[54]  S. Smartt,et al.  A First Catalog of Variable Stars Measured by the Asteroid Terrestrial-impact Last Alert System (ATLAS) , 2018, The Astronomical Journal.

[55]  J. Prieto,et al.  The ASAS-SN catalogue of variable stars I: The Serendipitous Survey , 2018, 1803.01001.

[56]  Miguel de Val-Borro,et al.  The Astropy Project: Building an Open-science Project and Status of the v2.0 Core Package , 2018, The Astronomical Journal.

[57]  Joseph E. Rodriguez,et al.  Variability Properties of Four Million Sources in the TESS Input Catalog Observed with the Kilodegree Extremely Little Telescope Survey , 2017, 1711.03608.

[58]  Keivan G. Stassun,et al.  The TESS Input Catalog and Candidate Target List , 2017, The Astronomical Journal.

[59]  James E. Owen,et al.  The Evaporation Valley in the Kepler Planets , 2017, 1705.10810.

[60]  C. Dong,et al.  Atmospheric escape from the TRAPPIST-1 planets and implications for habitability , 2017, Proceedings of the National Academy of Sciences.

[61]  Howard Isaacson,et al.  The California-Kepler Survey. III. A Gap in the Radius Distribution of Small Planets , 2017, 1703.10375.

[62]  R. Mathieu,et al.  On the Origin of Sub-subgiant Stars. II. Binary Mass Transfer, Envelope Stripping, and Magnetic Activity , 2017, 1703.10181.

[63]  J. Vanderplas Understanding the Lomb–Scargle Periodogram , 2017, 1703.09824.

[64]  Chuanfei Dong,et al.  Is Proxima Centauri b Habitable? A Study of Atmospheric Loss , 2017, 1702.04089.

[65]  Steve B. Howell,et al.  Assessing the Effect of Stellar Companions from High-resolution Imaging of Kepler Objects of Interest , 2017, 1701.06577.

[66]  P. Berlind,et al.  THE Hα EMISSION OF NEARBY M DWARFS AND ITS RELATION TO STELLAR ROTATION , 2016, 1611.03509.

[67]  C. Lovis,et al.  Magnetic activity in the HARPS M-dwarf sample. The rotation-activity relationship for very low-mass stars through R'HK , 2016, 1610.09007.

[68]  J. Christensen-Dalsgaard,et al.  Giant star seismology , 2016, 1609.07487.

[69]  Peter Tenenbaum,et al.  The TESS science processing operations center , 2016, Astronomical Telescopes + Instrumentation.

[70]  M. Catelán,et al.  Stellar Cycles from Photometric Data: CoRoT Stars , 2015, 1508.06194.

[71]  Arpita Roy,et al.  Stellar activity masquerading as planets in the habitable zone of the M dwarf Gliese 581 , 2014, Science.

[72]  P. McCullough,et al.  Transiting Exoplanet Survey Satellite (TESS) , 2014, Astronomical Telescopes and Instrumentation.

[73]  Prasanth H. Nair,et al.  Astropy: A community Python package for astronomy , 2013, 1307.6212.

[74]  William J. Chaplin,et al.  Asteroseismology of Solar-Type and Red-Giant Stars , 2013, 1303.1957.

[75]  Paul M. Brunet,et al.  The Gaia mission , 2013, 1303.0303.

[76]  S. Kane,et al.  Distinguishing between stellar and planetary companions with phase monitoring , 2012, 1205.5812.

[77]  Martin C. Stumpe,et al.  Kepler Presearch Data Conditioning II - A Bayesian Approach to Systematic Error Correction , 2012, 1203.1383.

[78]  Jeffery J. Kolodziejczak,et al.  Kepler Presearch Data Conditioning I—Architecture and Algorithms for Error Correction in Kepler Light Curves , 2012, 1203.1382.

[79]  J. De Ridder,et al.  Characterization of the power excess of solar-like oscillations in red giants with Kepler , 2011, 1110.0980.

[80]  Stephen R. Kane,et al.  CHARACTERIZING THE VARIABILITY OF STARS WITH EARLY-RELEASE KEPLER DATA , 2010, 1009.1840.

[81]  L. Walkowicz,et al.  PHOTOMETRIC VARIABILITY IN KEPLER TARGET STARS. II. AN OVERVIEW OF AMPLITUDE, PERIODICITY, AND ROTATION IN FIRST QUARTER DATA , 2010, 1008.1092.

[82]  S. Hawley,et al.  The effect of a strong stellar flare on the atmospheric chemistry of an earth-like planet orbiting an M dwarf. , 2010, Astrobiology.

[83]  Howard Isaacson,et al.  Kepler Planet-Detection Mission: Introduction and First Results , 2010, Science.

[84]  David R. Soderblom,et al.  The Ages of Stars , 2007, 1003.6074.

[85]  S. Seager,et al.  Mass-Radius Relationships for Solid Exoplanets , 2007, 0707.2895.

[86]  E. Böhm-Vitense Chromospheric Activity in G and K Main-Sequence Stars, and What It Tells Us about Stellar Dynamos , 2007 .

[87]  Drake Deming,et al.  A reappraisal of the habitability of planets around M dwarf stars. , 2006, Astrobiology.

[88]  B. Enoch,et al.  The WASP Project and the SuperWASP Cameras , 2006, astro-ph/0608454.

[89]  K. Stanek,et al.  HAT Variability Survey in the High Stellar Density , 2004, astro-ph/0405597.

[90]  E. Guinan,et al.  Atmospheric Loss of Exoplanets Resulting from Stellar X-Ray and Extreme-Ultraviolet Heating , 2003 .

[91]  K. Stassun,et al.  Sub-Subgiants in the Old Open Cluster M67? , 2002, astro-ph/0209568.

[92]  S. Baliunas,et al.  A False Planet around HD 192263 , 2002 .

[93]  J. Scargle Studies in astronomical time series analysis. II - Statistical aspects of spectral analysis of unevenly spaced data , 1982 .

[94]  Martin C. Stumpe,et al.  Multiscale Systematic Error Correction via Wavelet-Based Bandsplitting in Kepler Data , 2014 .

[95]  M. Langlois,et al.  Society of Photo-Optical Instrumentation Engineers , 2005 .

[96]  R. P. Kraft,et al.  STUDIES OF STELLAR ROTATION. V. THE DEPENDENCE OF ROTATION ON AGE AMONG SOLAR-TYPE STARS. , 1967 .