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arxiv: 2401.14703 · v7 · submitted 2024-01-26 · 🌌 astro-ph.SR · astro-ph.EP

The POKEMON Speckle Survey of Nearby M Dwarfs. III. The Stellar Multiplicity Rate of M Dwarfs within 15 pc

Pith reviewed 2026-05-24 04:52 UTC · model grok-4.3

classification 🌌 astro-ph.SR astro-ph.EP
keywords M dwarfsstellar multiplicity ratespeckle imagingvolume-limited sampleplanetary systemscompanion separation15 parsecs
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The pith

M dwarfs within 15 pc have a stellar multiplicity rate of 23.5 percent.

A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.

The paper measures the rate at which M dwarfs have stellar companions using speckle imaging on a volume-limited sample of 455 stars within 15 parsecs combined with literature data. It reports a multiplicity rate of 23.5 percent and a companion rate of 28.8 percent. Separation distributions differ between multiples known to host planets, peaking at 198 au, and those not known to host planets, peaking at 5.57 au. This pattern indicates that close stellar companions suppress planet formation around M dwarfs in the same way observed for FGK stars.

Core claim

Combining new speckle observations with known companions from the literature yields a stellar multiplicity rate of 23.5% ± 2.0% and a companion rate of 28.8% ± 2.1% for M dwarfs within 15 pc. The projected separation distribution for multiples known to host planets peaks at 198 au, whereas the distribution for multiples not yet known to host planets peaks at 5.57 au. This separation difference suggests that the presence of close-in stellar companions inhibits the formation of M-dwarf planetary systems.

What carries the argument

The volume-limited 15-pc sample of 455 M-dwarf primaries observed with speckle imaging, merged with literature companions to determine multiplicity and separation statistics.

If this is right

  • The stellar multiplicity rate within 15 pc is 23.5% with an uncertainty of 2.0%.
  • The companion rate is 28.8% with an uncertainty of 2.1%.
  • Multiples known to host planets have a separation distribution peaking at 198 au.
  • Multiples not known to host planets have a separation distribution peaking at 5.57 au.
  • The presence of close-in stellar companions inhibits planet formation around M dwarfs similarly to FGK stars.

Where Pith is reading between the lines

These are editorial extensions of the paper, not claims the author makes directly.

  • Planet detection surveys around M dwarfs may need to prioritize or correct for systems lacking close stellar companions.
  • Additional planet discoveries could test whether the observed separation difference persists or shifts.
  • The result may inform models of how binary companions truncate disks and affect planet formation efficiency.
  • Overall multiplicity statistics could refine predictions for the fraction of single M dwarfs available for planet searches.

Load-bearing premise

The 455 M dwarfs within 15 pc form a complete, unbiased volume-limited sample and that all known companions from the literature are correctly identified without major incompleteness.

What would settle it

A comprehensive search that reveals a significantly different number of close companions or alters the peak separation values in either the planet-hosting or non-planet-hosting groups would falsify the claimed rates and inhibition effect.

Figures

Figures reproduced from arXiv: 2401.14703 by Brian A. Skiff, Catherine A. Clark, David R. Ciardi, Elliott P. Horch, Gerard T. van Belle, Jennifer G. Winters, Joe Llama, Kaspar von Braun, Mark E. Everett, Michael B. Lund, Zachary D. Hartman.

Figure 1
Figure 1. Figure 1: The sky locations of the 455 targets in the volume-limited, 15-pc POKEMON sample. Targets with no known companions are marked with open black circles, while targets with known companions are marked with larger, orange stars [PITH_FULL_IMAGE:figures/full_fig_p004_1.png] view at source ↗
Figure 2
Figure 2. Figure 2: Distance (left) and absolute GRP magnitude (right) distributions for the 455 targets in the 15-pc POKEMON sample. We use the mass-magnitude relation from Giovinazzi & Blake (2022) to estimate the masses of these targets [PITH_FULL_IMAGE:figures/full_fig_p004_2.png] view at source ↗
Figure 3
Figure 3. Figure 3: Percentage of stellar companions detectable within our speckle images versus distance. Circles color-coded by G magnitude represent the detectability of simulated companions at all separations. Open black circles represent the detectability of simulated companions specifically within 100 au. We find that the majority of potential stellar companions would be detectable, particularly for the nearby targets, … view at source ↗
Figure 4
Figure 4. Figure 4: Cumulative stellar multiplicity rate as a function of distance, binned by one parsec. The 95% Poisson confidence interval is shown. We also show the overall stellar multiplicity rate (and uncertainties) for comparison. No corrections have been applied for undetected companions. Although the cumulative multiplicity rate is higher at smaller distances due to a smaller number of stars in those bins, we do fin… view at source ↗
Figure 5
Figure 5. Figure 5: Projected separation distributions for various populations of M-dwarf multiples. The histogram shows the distribution of projected separations for the targets in the 15-pc POKEMON sample that are known to be multiple, separated by planet￾host (orange) and non-planet-host (white) status. The dotted, black line is a Gaussian fit to the projected separations of the non-planet-hosting POKEMON multiples, with a… view at source ↗
read the original abstract

M dwarfs are ubiquitous in our galaxy, and the rate at which they host stellar companions, and the properties of these companions, provides a window into the formation and evolution of the star(s), and of any planets that they may host. The Pervasive Overview of 'Kompanions' of Every M dwarf in Our Neighborhood (POKEMON) speckle survey of nearby M dwarfs is volume-limited from M0V through M9V out to 15 pc, with additional targets at larger distances. In total, 1125 stars were observed, and 455 of these are within the volume-limited, 15-pc sample of M-dwarf primaries. When we combine the speckle observations with known companions from the literature, we find that the stellar multiplicity rate of M dwarfs within 15 pc is 23.5% plus or minus 2.0%, and that the companion rate is 28.8% plus or minus 2.1%. We also find that the projected separation distribution for multiples that are known to host planets peaks at 198 au, while the distribution for multiples that are not yet known to host planets peaks at 5.57 au. This result suggests that the presence of close-in stellar companions inhibits the formation of M-dwarf planetary systems, similar to what has been found for FGK stars.

Editorial analysis

A structured set of objections, weighed in public.

Desk editor's note, referee report, simulated authors' rebuttal, and a circularity audit. Tearing a paper down is the easy half of reading it; the pith above is the substance, this is the friction.

Referee Report

2 major / 1 minor

Summary. The manuscript presents results from the POKEMON speckle survey of M dwarfs, using a volume-limited sample of 455 stars within 15 pc (out of 1125 observed targets). Combining new speckle observations with literature companions yields a stellar multiplicity rate of 23.5% ± 2.0% and companion rate of 28.8% ± 2.1%. The projected separation distribution for planet-hosting multiples peaks at 198 au while that for non-hosting multiples peaks at 5.57 au; the authors interpret the difference as evidence that close-in stellar companions inhibit M-dwarf planet formation, analogous to FGK stars.

Significance. The volume-limited 15-pc sample and direct counting approach (with external literature) provide a useful benchmark multiplicity rate for nearby M dwarfs if completeness corrections are robust. This strengthens demographic studies of low-mass stars and their planets. The separation-distribution comparison, if free of detection bias, would usefully extend the FGK-star result on companion inhibition of planet formation.

major comments (2)
  1. [Abstract] Abstract: the multiplicity rate of 23.5% ± 2.0% is presented without explicit reference to the detection completeness corrections, false-positive rates, or verification criteria for literature companions that were applied to the 455-star sample; these details are load-bearing for the central measurement.
  2. [Results (separation distributions)] Results section on separation distributions: the interpretive claim that close-in companions inhibit planet formation rests on the reported peaks (198 au vs. 5.57 au). This comparison assumes planet-detection completeness is independent of stellar-companion separation, but close companions can introduce RV jitter, photometric dilution, or TTVs that lower sensitivity; the manuscript does not test or bound this bias.
minor comments (1)
  1. [Abstract] Abstract: the 455-star sample is stated to be volume-limited, but a brief statement of the distance and spectral-type cuts used to define it would improve traceability.

Simulated Author's Rebuttal

2 responses · 0 unresolved

We thank the referee for their careful review and constructive comments. We address each major comment below. Where the comments identify areas for improved clarity or discussion, we have revised the manuscript accordingly.

read point-by-point responses
  1. Referee: [Abstract] Abstract: the multiplicity rate of 23.5% ± 2.0% is presented without explicit reference to the detection completeness corrections, false-positive rates, or verification criteria for literature companions that were applied to the 455-star sample; these details are load-bearing for the central measurement.

    Authors: The details of the detection completeness corrections, false-positive rates, and literature companion verification criteria are fully described in Sections 3 and 4 of the manuscript. We agree that the abstract would benefit from a brief reference to these steps for transparency. In the revised manuscript, we have updated the abstract to include the clause 'after applying detection completeness corrections and verifying literature companions' immediately before reporting the multiplicity and companion rates. This change does not alter the numerical results but makes the load-bearing aspects explicit in the abstract. revision: yes

  2. Referee: [Results (separation distributions)] Results section on separation distributions: the interpretive claim that close-in companions inhibit planet formation rests on the reported peaks (198 au vs. 5.57 au). This comparison assumes planet-detection completeness is independent of stellar-companion separation, but close companions can introduce RV jitter, photometric dilution, or TTVs that lower sensitivity; the manuscript does not test or bound this bias.

    Authors: We acknowledge that this is a valid concern not explicitly addressed in the original manuscript. Close stellar companions can indeed introduce biases in planet detection via RV jitter, photometric dilution, or TTVs. While the large separation between the reported peaks makes it unlikely that such effects fully account for the difference, we have added a dedicated paragraph in the Discussion section that (1) explicitly states the assumption of separation-independent planet detection completeness, (2) qualitatively discusses how the listed biases could preferentially suppress planet detections around close companions, and (3) notes that a uniform, volume-limited planet survey would be required to quantitatively bound the effect. The interpretation is presented with this caveat; no new quantitative test was performed. revision: partial

Circularity Check

0 steps flagged

Multiplicity rates are direct empirical counts; no circular derivation

full rationale

The paper computes the stellar multiplicity rate (23.5% ± 2.0%) and companion rate (28.8% ± 2.1%) as straightforward proportions: the number of systems with companions (from new speckle data plus literature) divided by the 455-star volume-limited sample. No equations, fitted parameters, or self-citations reduce these counts to inputs by construction. The separation distribution peaks (198 au vs. 5.57 au) are likewise empirical histograms from the same observed sample. The derivation chain is self-contained against external benchmarks and contains no self-definitional, fitted-prediction, or uniqueness-imported steps.

Axiom & Free-Parameter Ledger

0 free parameters · 2 axioms · 0 invented entities

The paper is an empirical survey. Its claims rest on standard domain assumptions about sample completeness and external data quality rather than new theoretical entities or fitted parameters.

axioms (2)
  • domain assumption The 455 M-dwarf primaries form a complete, volume-limited sample out to 15 pc with accurate distances.
    The multiplicity rate calculation depends on the sample being volume-limited and unbiased (abstract).
  • domain assumption Literature companions are correctly identified and can be merged without duplication or omission.
    The combined rate and separation distributions rely on the accuracy of external companion catalogs (abstract).

pith-pipeline@v0.9.0 · 5835 in / 1503 out tokens · 33654 ms · 2026-05-24T04:52:12.678983+00:00 · methodology

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Works this paper leans on

158 extracted references · 158 canonical work pages · 6 internal anchors

  1. [1]

    1200, The HIPPARCOS and TYCHO catalogues

    1997, ESA Special Publication, Vol. 1200, The HIPPARCOS and TYCHO catalogues. Astrometric and photometric star catalogues derived from the ESA HIPPARCOS Space Astrometry Mission

  2. [2]

    Aitken, R. G. 1899, Astronomische Nachrichten, 150, 113, doi: 10.1002/asna.18991500802 Astropy Collaboration, Robitaille, T. P., Tollerud, E. J., et al. 2013, A&A, 558, A33, doi: 10.1051/0004-6361/201322068

  3. [3]

    I., Balega, Y

    Balega, I. I., Balega, Y. Y., Maksimov, A. F., et al. 1999, A&AS, 140, 287, doi: 10.1051/aas:1999422

  4. [4]

    C., Ribas, I., et al

    Baroch, D., Morales, J. C., Ribas, I., et al. 2018, A&A, 619, A32, doi: 10.1051/0004-6361/201833440

  5. [5]

    H., & Henry, T

    Wasserman, L. H., & Henry, T. J. 2000, AJ, 120, 1106, doi: 10.1086/301495

  6. [6]

    2010, A&A, 520, A54, doi: 10.1051/0004-6361/201014114

    Bergfors, C., Brandner, W., Janson, M., et al. 2010, A&A, 520, A54, doi: 10.1051/0004-6361/201014114

  7. [7]

    2013, MNRAS, 428, 182, doi: 10.1093/mnras/sts019

    Bergfors, C., Brandner, W., Daemgen, S., et al. 2013, MNRAS, 428, 182, doi: 10.1093/mnras/sts019

  8. [8]

    L., S´ egransan, D., Forveille, T., et al

    Beuzit, J. L., S´ egransan, D., Forveille, T., et al. 2004, A&A, 425, 997, doi: 10.1051/0004-6361:20048006

  9. [9]

    1987, A&AS, 71, 57

    Blazit, A., Bonneau, D., & Foy, R. 1987, A&AS, 71, 57

  10. [10]

    J., Koch, D

    Borucki, W. J., Koch, D. G., Basri, G., et al. 2011, ApJ, 728, 117, doi: 10.1088/0004-637X/728/2/117

  11. [11]

    G., Masuda, K., & Winn, J

    Bouma, L. G., Masuda, K., & Winn, J. N. 2018, AJ, 155, 244, doi: 10.3847/1538-3881/aabfb8

  12. [12]

    P., Liu, M

    Bowler, B. P., Liu, M. C., Shkolnik, E. L., & Tamura, M. 2015, ApJS, 216, 7, doi: 10.1088/0067-0049/216/1/7

  13. [13]

    J., Simcoe, R

    Burgasser, A. J., Simcoe, R. A., Bochanski, J. J., et al. 2010, ApJ, 725, 1405, doi: 10.1088/0004-637X/725/2/1405

  14. [14]

    Burnham, S. W. 1891a, Astronomische Nachrichten, 127, 289 —. 1891b, Astronomische Nachrichten, 127, 369, doi: 10.1002/asna.18911272301 —. 1894, Publications of Lick Observatory, 2, 3 —. 1913, Measures of proper motion stars made with the 40-inch refractor of the Yerkes observatory in the years 1907 to 1912

  15. [15]

    R., Beichman, C

    Ciardi, D. R., Beichman, C. A., Horch, E. P., & Howell, S. B. 2015, ApJ, 805, 16, doi: 10.1088/0004-637X/805/1/16

  16. [16]

    A., Padgett, D

    Cieza, L. A., Padgett, D. L., Allen, L. E., et al. 2009, ApJL, 696, L84, doi: 10.1088/0004-637X/696/1/L84

  17. [17]

    A., Horch, E

    Clark, C. A., Horch, E. P., & Davidson, J. W. 2023, Research Notes of the American Astronomical Society, 7, 206, doi: 10.3847/2515-5172/acfee1

  18. [18]

    A., van Belle, G

    Clark, C. A., van Belle, G. T., Ciardi, D. R., et al. 2022a, AJ, 163, 232, doi: 10.3847/1538-3881/ac6101

  19. [19]

    A., van Belle, G

    Clark, C. A., van Belle, G. T., Horch, E. P., et al. 2020, in Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, Vol. 11446, Optical and Infrared Interferometry and Imaging VII, ed. P. G

  20. [20]

    M´ erand, & S

    Tuthill, A. M´ erand, & S. Sallum, 114462A, doi: 10.1117/12.2563055

  21. [21]

    A., van Belle, G

    Clark, C. A., van Belle, G. T., Horch, E. P., et al. 2022b, AJ, 164, 33, doi: 10.3847/1538-3881/ac739c —. 2024, AJ, 167, 56, doi: 10.3847/1538-3881/ad0bfd Cort´ es-Contreras, M., B´ ejar, V. J. S., Caballero, J. A., et al. 2017, A&A, 597, A47, doi: 10.1051/0004-6361/201629056

  22. [22]

    Lowrance, P. J. 2003, AJ, 126, 2421, doi: 10.1086/378607

  23. [23]

    2022, AJ, 164, 93, doi: 10.3847/1538-3881/ac7c66

    Sanchez-Bermudez, J. 2022, AJ, 164, 93, doi: 10.3847/1538-3881/ac7c66

  24. [24]

    C., Harrington, R

    Dahn, C. C., Harrington, R. S., Riepe, B. Y., et al. 1976, Publications of the U.S. Naval Observatory Second Series, 24, 1

  25. [25]

    C., Harris, H

    Dahn, C. C., Harris, H. C., Subasavage, J. P., et al. 2017, AJ, 154, 147, doi: 10.3847/1538-3881/aa880b

  26. [26]

    New neighbours. I. 13 new companions to nearby M dwarfs

    Delfosse, X., Forveille, T., Beuzit, J. L., et al. 1999a, A&A, 344, 897, doi: 10.48550/arXiv.astro-ph/9812008

  27. [27]

    Accurate masses of very low mass stars: II The very low mass triple system Gl 866

    Delfosse, X., Forveille, T., Udry, S., et al. 1999b, A&A, 350, L39, doi: 10.48550/arXiv.astro-ph/9909409

  28. [28]

    2007, A&A, 462, 345, doi: 10.1051/0004-6361:20066319

    Desidera, S., & Barbieri, M. 2007, A&A, 462, 345, doi: 10.1051/0004-6361:20066319

  29. [29]

    B., Henry, T

    Dieterich, S. B., Henry, T. J., Golimowski, D. A., Krist, J. E., & Tanner, A. M. 2012, AJ, 144, 64, doi: 10.1088/0004-6256/144/2/64

  30. [30]

    B., Henry, T

    Dieterich, S. B., Henry, T. J., Jao, W.-C., et al. 2014, AJ, 147, 94, doi: 10.1088/0004-6256/147/5/94

  31. [31]

    Berta-Thompson, Z. K. 2014, ApJ, 784, 156, doi: 10.1088/0004-637X/784/2/156

  32. [32]

    2008, ApJS, 178, 89, doi: 10.1086/589654 Duchˆ ene, G., & Kraus, A

    Dotter, A., Chaboyer, B., Jevremovi´ c, D., et al. 2008, ApJS, 178, 89, doi: 10.1086/589654 Duchˆ ene, G., & Kraus, A. 2013, ARA&A, 51, 269, doi: 10.1146/annurev-astro-081710-102602

  33. [33]

    J., Kratter, K

    Dupuy, T. J., Kratter, K. M., Kraus, A. L., et al. 2016, ApJ, 817, 80, doi: 10.3847/0004-637X/817/1/80

  34. [34]

    J., & Liu, M

    Dupuy, T. J., & Liu, M. C. 2017, ApJS, 231, 15, doi: 10.3847/1538-4365/aa5e4c

  35. [35]

    J., Liu, M

    Dupuy, T. J., Liu, M. C., Best, W. M. J., et al. 2019, AJ, 158, 174, doi: 10.3847/1538-3881/ab3cd1

  36. [36]

    1988, A&A, 200, 135 17

    Duquennoy, A., & Mayor, M. 1988, A&A, 200, 135 17

  37. [37]

    2004, A&A, 417, 353, doi: 10.1051/0004-6361:20034164

    Eggenberger, A., Udry, S., & Mayor, M. 2004, A&A, 417, 353, doi: 10.1051/0004-6361:20034164

  38. [38]

    Espin, T. E. 1920, MNRAS, 80, 329, doi: 10.1093/mnras/80.3.329

  39. [39]

    E., & Milburn, W

    Espin, T. E., & Milburn, W. 1926, MNRAS, 86, 131, doi: 10.1093/mnras/86.3.131

  40. [40]

    T., Zacharias, N., & Jao, W.-C

    Finch, C. T., Zacharias, N., & Jao, W.-C. 2018, AJ, 155, 176, doi: 10.3847/1538-3881/aab2b1

  41. [41]

    A., & Marcy, G

    Fischer, D. A., & Marcy, G. W. 1992, ApJ, 396, 178, doi: 10.1086/171708

  42. [42]

    2021, Frontiers in Astronomy and Space Sciences, 8, 16, doi: 10.3389/fspas.2021.625250

    Fontanive, C., & Bardalez Gagliuffi, D. 2021, Frontiers in Astronomy and Space Sciences, 8, 16, doi: 10.3389/fspas.2021.625250

  43. [43]

    2019, MNRAS, 485, 4967, doi: 10.1093/mnras/stz671

    Fontanive, C., Rice, K., Bonavita, M., et al. 2019, MNRAS, 485, 4967, doi: 10.1093/mnras/stz671

  44. [44]

    J., Skrutskie, M

    Forrest, W. J., Skrutskie, M. F., & Shure, M. 1988, ApJL, 330, L119, doi: 10.1086/185218 Fouqu´ e, P., Moutou, C., Malo, L., et al. 2018, MNRAS, 475, 1960, doi: 10.1093/mnras/stx3246

  45. [45]

    G., Henry, T

    Franz, O. G., Henry, T. J., Wasserman, L. H., et al. 1998, AJ, 116, 1432, doi: 10.1086/300500

  46. [46]

    Furlan, E., & Howell, S. B. 2020, ApJ, 898, 47, doi: 10.3847/1538-4357/ab9c9c Gaia Collaboration, Brown, A. G. A., Vallenari, A., et al. 2018, A&A, 616, A1, doi: 10.1051/0004-6361/201833051 Gaia Collaboration, Vallenari, A., Brown, A. G. A., et al. 2023, A&A, 674, A1, doi: 10.1051/0004-6361/202243940

  47. [47]

    P., Mather, J

    Gardner, J. P., Mather, J. C., Clampin, M., et al. 2006, SSRv, 123, 485, doi: 10.1007/s11214-006-8315-7

  48. [48]

    L., Burnham, R., & Thomas, N

    Giclas, H. L., Burnham, R., & Thomas, N. G. 1971, Lowell proper motion survey Northern Hemisphere. The G numbered stars. 8991 stars fainter than magnitude 8 with motions > 0”.26/year

  49. [49]

    2022, Astronomische Nachrichten, 343, e20224008, doi: 10.1002/asna.20224008

    Gili, R., Prieur, J.-L., Rivet, J.-P., et al. 2022, Astronomische Nachrichten, 343, e20224008, doi: 10.1002/asna.20224008

  50. [50]

    2019 b , , 157, 98, 10.3847/1538-3881/aafc33

    Ginsburg, A., Sip˝ ocz, B. M., Brasseur, C. E., et al. 2019, AJ, 157, 98, doi: 10.3847/1538-3881/aafc33

  51. [51]

    R., & Blake, C

    Giovinazzi, M. R., & Blake, C. H. 2022, AJ, 164, 164, doi: 10.3847/1538-3881/ac8cf7

  52. [52]

    E., & Reid, N

    Gizis, J. E., & Reid, N. I. 1996, AJ, 111, 365, doi: 10.1086/117789

  53. [53]

    Haghighipour, N., & Raymond, S. N. 2007, ApJ, 666, 436, doi: 10.1086/520501

  54. [54]

    R., Millman , K

    Harris, C. R., Millman, K. J., van der Walt, S. J., et al. 2020, Nature, 585, 357–362, doi: 10.1038/s41586-020-2649-2

  55. [55]

    I., McAlister, H

    Hartkopf, W. I., McAlister, H. A., Mason, B. D., et al. 1994, AJ, 108, 2299, doi: 10.1086/117242

  56. [56]

    D., & L´ epine, S

    Hartman, Z. D., & L´ epine, S. 2020, ApJS, 247, 66, doi: 10.3847/1538-4365/ab79a6

  57. [57]

    Heintz, W. D. 1987, ApJS, 65, 161, doi: 10.1086/191221 —. 1993, AJ, 105, 1188, doi: 10.1086/116503

  58. [58]

    Henry, T. J. 1991, PhD thesis, University of Arizona

  59. [59]

    J., Franz, O

    Henry, T. J., Franz, O. G., Wasserman, L. H., et al. 1999, ApJ, 512, 864, doi: 10.1086/306793

  60. [60]

    J., Ianna, P

    Henry, T. J., Ianna, P. A., Kirkpatrick, J. D., & Jahreiss, H. 1997, AJ, 114, 388, doi: 10.1086/118482

  61. [61]

    J., Jao, W.-C., Subasavage, J

    Henry, T. J., Jao, W.-C., Subasavage, J. P., et al. 2006, AJ, 132, 2360, doi: 10.1086/508233

  62. [62]

    J., Subasavage, J

    Henry, T. J., Subasavage, J. P., Brown, M. A., et al. 2004, AJ, 128, 2460, doi: 10.1086/425052

  63. [63]

    J., Jao, W.-C., Winters, J

    Henry, T. J., Jao, W.-C., Winters, J. G., et al. 2018, AJ, 155, 265, doi: 10.3847/1538-3881/aac262

  64. [64]

    H., & Moorhead, J

    Herbig, G. H., & Moorhead, J. M. 1965, ApJ, 141, 649, doi: 10.1086/148150

  65. [65]

    1909, Astronomische Nachrichten, 180, 39, doi: 10.1002/asna.19091800203

    Hertzsprung, E. 1909, Astronomische Nachrichten, 180, 39, doi: 10.1002/asna.19091800203

  66. [66]

    A., Ciardi, D

    Hirsch, L. A., Ciardi, D. R., Howard, A. W., et al. 2017, AJ, 153, 117, doi: 10.3847/1538-3881/153/3/117

  67. [67]

    A., Rosenthal, L., Fulton, B

    Hirsch, L. A., Rosenthal, L., Fulton, B. J., et al. 2021, AJ, 161, 134, doi: 10.3847/1538-3881/abd639

  68. [68]

    P., Bahi, L

    Horch, E. P., Bahi, L. A. P., Gaulin, J. R., et al. 2012, AJ, 143, 10, doi: 10.1088/0004-6256/143/1/10

  69. [69]

    P., Falta, D., Anderson, L

    Horch, E. P., Falta, D., Anderson, L. M., et al. 2010, AJ, 139, 205, doi: 10.1088/0004-6256/139/1/205

  70. [70]

    P., Meyer, R

    Horch, E. P., Meyer, R. D., & van Altena, W. F. 2004, AJ, 127, 1727, doi: 10.1086/381956

  71. [71]

    Hough, G. W. 1899, Astronomische Nachrichten, 149, 65, doi: 10.1002/asna.18991490502

  72. [72]

    W., Marcy, G

    Howard, A. W., Marcy, G. W., Fischer, D. A., et al. 2014, ApJ, 794, 51, doi: 10.1088/0004-637X/794/1/51

  73. [73]

    Howell, S. B. 2020, Frontiers in Astronomy and Space Sciences, 7, 10, doi: 10.3389/fspas.2020.00010

  74. [74]

    B., Matson, R

    Howell, S. B., Matson, R. A., Ciardi, D. R., et al. 2021, AJ, 161, 164, doi: 10.3847/1538-3881/abdec6

  75. [75]

    B., Sobeck, C., Haas, M., et al

    Howell, S. B., Sobeck, C., Haas, M., et al. 2014, PASP, 126, 398, doi: 10.1086/676406

  76. [76]

    Hunter, J. D. 2007, Computing in science & engineering, 9, 90

  77. [77]

    Hussey, W. J. 1904, Lick Observatory Bulletin, 57, 180, doi: 10.5479/ADS/bib/1904LicOB.2.180H

  78. [78]

    2015, ApJ, 799, 147, doi: 10.1088/0004-637X/799/2/147

    Jang-Condell, H. 2015, ApJ, 799, 147, doi: 10.1088/0004-637X/799/2/147

  79. [79]

    2014, ApJ, 789, 102, doi: 10.1088/0004-637X/789/2/102

    Janson, M., Bergfors, C., Brandner, W., et al. 2014, ApJ, 789, 102, doi: 10.1088/0004-637X/789/2/102

  80. [80]

    2012, ApJ, 754, 44, doi: 10.1088/0004-637X/754/1/44 18

    Janson, M., Hormuth, F., Bergfors, C., et al. 2012, ApJ, 754, 44, doi: 10.1088/0004-637X/754/1/44 18

Showing first 80 references.