REVIEW 2 major objections 5 minor 233 references
HWO Target Stars and Systems: Activity and Rotation Catalog (ARC) of Potential Target Stars for the Habitable Worlds Observatory
T0 review · 2 major / 5 minor · reviewed 2026-08-02 · deepseek-v4-flash
Pith's one-line read Activity and rotation are measured for most high-priority exoplanet-imaging targets, but activity cycles are known for under 20%, so cycle monitoring must begin now.
desk verdict Solid, transparent HWO activity/rotation catalog with an abstract that overstates its own Table 1 completeness. read the letter →
The pith
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
The reading
What carries the argument
The central object is the Activity and Rotation Catalog (ARC), a compiled list of adopted, ranked literature values for vsini, S-index, R'HK, rotation period, activity cycle, and photometric jitter for 7,981 of 12,944 potential HWO target stars. The argument runs on the completeness fractions this catalog enables: by counting how many stars per priority tier have each property, the paper isolates the temporal gap between snapshot measurements (activity, rotation) and the cycle measurement that requires decades of baseline. A second load-bearing piece is the inclination check, v sin i = (2πR*/P_rot) sin i, whose forbidden sin i>1 outcomes expose internal inconsistencies in the adopted single-
What would settle it
Recompute the completeness fractions from the catalog's Table 1 counting a star as characterized only if its activity indicator is measured at two or more epochs separated by at least a year; if that ≥70% single-epoch coverage drops to near the <20% activity-cycle coverage, the readiness gap is real but the 70% number is a snapshot, not a temporal characterization.
Extended reading notes
Core claim
The paper's central claim is a readiness gap: for the 164 highest-priority target stars (Tier 1) and the 495 next-tier stars, projected rotational velocity is measured for more than ~90% of stars, S-index and log R'HK activity metrics for roughly 60–90%, and rotation periods for ~60–70%, but activity cycles are measured for fewer than 20% of high-interest targets at every tier. The catalog also reveals that combining adopted vsini and Prot yields a biased inclination distribution and a subset of stars with sin i>1, so the authors caution against using the catalog for stellar inclinations without per-star vetting. They further find that a literature S-index to R'HK conversion produces wide sc
Load-bearing premise
The 70% readiness claim assumes a star counts as 'characterized' when any archival catalog lists a measurement for it, even if that measurement is from a single epoch, decades old, or inconsistent with another measurement of the same star.
Editorial extensions
If this is right
- If the completeness fractions are right, target-selection work for HWO should shift from measuring rotation and activity once to building long-baseline cycle records for Tier 1 and 2 stars.
- The <20% activity-cycle coverage means that without new monitoring programs starting now, the mission could fly without knowing which quiet-looking stars will be at cycle maximum.
- The biased inclination distribution implies that population-level spin-orbit alignment studies should not rely on the ARC's vsini/Prot pairs until the sources of the sin i>1 outliers are resolved.
- The wide scatter between literature R'HK values and uniformly recalculated ones indicates that activity levels in the literature are not on a homogeneous scale, so cross-star activity comparisons should use the recalculated values.
- The shallow slopes of cycle-versus-rotation relations are consistent with previous work; a larger cycle sample would sharpen or revise those dynamo constraints.
Reading between the lines
- A fair reading suggests the ≥70% figure is an upper bound on readiness: if 'characterized' requires temporal coverage rather than any archival entry, the true readiness level is closer to the <20% activity-cycle fraction.
- A concrete next step the paper leaves implicit is a dedicated, multi-year monitoring program targeting the ~100 highest-priority stars that lack cycles, using any spectrograph able to measure Ca II H&K emission; this is feasible with modest facilities.
- The sin i>1 tension hints that several adopted rotation periods are likely harmonic aliases of the true periods (and some vsini values may be inflated by macroturbulence); resolving this could turn the catalog into a genuine inclination tool.
- One testable prediction of the paper's framing: recomputing completeness with only measurements taken within, say, the last five years will lower the single-epoch completeness, while the activity-cycle fraction stays near 20%.
Signed reviews
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The paper compiles archival measurements of stellar activity (S-index, R'HK) and rotation (vsini, Prot), plus activity cycles and photometric jitter, for the prioritized Habitable Worlds Observatory target lists HPIC/TSS25 (Tiers 1–3). The authors document their source ranking per property, present the resulting Activity and Rotation Catalog (ARC), recalculate R'HK with two uniform calibrations, and assess completeness by tier. They report that at least 70% of high-interest (Tier 1+2) systems have activity and rotation measurements, but fewer than 20% have measured activity cycles. They also use the catalog to examine inclination distributions, rotation-activity-age relations, and the activity-cycle/rotation relation, concluding that the inclination inference is unreliable and that long-baseline activity-cycle monitoring should begin now.
Significance. If the central claims hold, the ARC is a valuable planning resource for HWO target selection: it is one of the first comprehensive gap assessments for activity and rotation characterization of potential HWO targets, and the <20% activity-cycle completeness finding is a clear, actionable result. The paper is unusually transparent about source ranking, exclusions, and caveats; Appendix A provides cross-match verification, and the catalog is machine-readable. The internally generated R'HK values are explicitly labeled as recalculations from external calibrations, not independent measurements. The main uncertainty is the headline completeness figure, which the paper's own Table 1 does not fully support as stated.
major comments (2)
- [Abstract; §4.2, Table 1] The abstract's central quantitative claim that 'stellar activity (S-index and R'HK) and rotation (vsini and Prot) properties have been measured for at least 70% systems' is not supported for the combined Tier 1+2 sample. Summing Table 1: vsini = (160+444)/659 = 91.7%, S-index = (147+392)/659 = 81.8%, R'HK = (123+308)/659 = 65.4%, and Prot = (118+325)/659 = 67.2%. Two of the four named properties fall below 70%, and the fraction with all four measured is at most 65.4%. The text in §4.2 gives per-property ranges that are consistent with these numbers, but the abstract overstates the result. Please revise the abstract to report per-property completeness, or explicitly define the combined criterion used.
- [§4.2, §3, §5.1, Fig. 3, Fig. A1] The completeness fractions count a star as 'measured' if it appears in any adopted archival catalog, regardless of epoch, baseline, or mutual consistency. The paper itself documents that measurements for a given star are not necessarily contemporaneous (§3), that adopted vsini and Prot pairs yield forbidden sin i > 1 values and a biased inclination distribution (§5.1, Fig. 3), and that some vsini sources show systematic offsets at low vsini (Fig. A1). Under a stricter 'characterized' definition—one requiring time-resolved or contemporaneous coverage—the ≥70% figure is an upper bound. This should be stated explicitly in the abstract or in §4.2, and the completeness discussion should distinguish 'presence of any measurement' from 'characterization sufficient for mission planning.' The <20% activity-cycle finding is not affected by this concern.
minor comments (5)
- [Appendix A, Fig. A2 caption] The caption reads 'Same as Figure A2' but should be 'Same as Figure A1'.
- [§4.2] The sentence 'The S-index and log R'HK activity metrics are generally well measured across Tiers 1 and 2 (60–90%)' is consistent with Table 1, but the phrase '(60–90%)' should be reconciled with the abstract's 'at least 70%' claim to avoid apparent inconsistency.
- [§6] The text uses 'EPR V community'; the standard abbreviation is 'EPRV'. Please correct.
- [§5.3, Figs. 7–8] The 'best-fit linear relationship' is reported with slopes and 3σ uncertainties, but the fitting method, sample selection, and treatment of upper limits or outliers are not described. A sentence specifying the fitting procedure would improve reproducibility.
- [Table 1] The column header row appears as 'N1 N2 N3' and the table caption lists 'N1, N2, and N3' but the table body is split across lines; consider clarifying the tier-count definitions directly in the caption.
Circularity Check
No circularity: ARC is a literature compilation; completeness counts and recalculated R'HK values derive from external data and published calibrations, not from the paper's own fitted outputs.
full rationale
The paper's derivation chain is catalog construction, not a fitted model. The completeness fractions in §4.2/Table 1 are tallies of whether a measurement exists in external literature catalogs; no parameter is fitted to those tallies and then renamed a prediction. The internally generated quantities are the recalculated R'HK values (§4.1), but the paper explicitly says "we re-calculate R'HK values from the adopted S-index values using two different calibrations" (Eq. 1, using C_cf from Rutten 1984, R_phot from Noyes 1984, and Marvin et al. 2023); these are labeled as recalculations and compared with literature values, not presented as independent measurements. The rotation/activity and cycle/rotation regressions in §5.2–5.3 are descriptive fits to the compiled data, not first-principles predictions. Self-citations such as Fetherolf et al. (2023) TESS-SVC and Tuchow et al. (2024, 2025) HPIC/TSS25 provide input data or target lists, and no load-bearing argument reduces to an unverified self-citation or an imported uniqueness theorem. The paper itself flags the counting caveats: in §5.1, adopted vsini+Prot pairs yield sin i > 1 and "we therefore advise that this catalog not be used to compute stellar inclinations without more careful vetting of the source data for individual stars"; in §3, "measurements for a given star are not necessarily collected at the same time and may reflect different levels of magnetic activity." These are internal-consistency limitations, not circular reductions. The only in-prep citation (Peralta & Vieytes) is motivational, not load-bearing. The abstract's "at least 70%" is numerically loose if read over all Tier 1+2 (Table 1 gives RHK 431/659=65.4% and Prot 443/659=67.2%), though it holds for Tier 1 alone; this is an overstatement/ambiguity, not a circularity.
Assumptions & free parameters
free parameters (5)
- ASAS-SN long-period exclusion threshold =
>180 d excluded
- PyAstronomy R'HK recalculation range =
B−V 0.44–1.2; Teff > 4000 K
- Unphysical S-index cutoff =
S > 2 excluded
- Rice & Brewer vsini valid range =
0.0044–18.71 km/s
- Per-property catalog ranking orders
assumptions (6)
- domain assumption Mount Wilson S-index calibration transfers to all compiled instruments
- domain assumption R'HK conversion via Noyes et al. (1984) B−V relations applies to the target stars
- domain assumption vsini = (2πR*/Prot) sin i with negligible oblateness and differential rotation
- standard math Isotropic spin-axis distribution as the expected reference
- domain assumption Cranmer & Saar (2011) convective turnover timescale relation
- domain assumption HPIC ages are reliable enough for age-activity relations
Cite this review
Pith. "Pith review of HWO Target Stars and Systems: Activity and Rotation Catalog (ARC) of Potential Target Stars for the Habitable Worlds Observatory." pith.science (2026). https://pith.science/paper/OBWY6GKX
@misc{pith2026260522618,
author = {Pith},
title = {Pith review of: HWO Target Stars and Systems: Activity and Rotation Catalog (ARC) of Potential Target Stars for the Habitable Worlds Observatory},
year = {2026},
howpublished = {\url{https://pith.science/paper/OBWY6GKX}},
note = {Machine review of arXiv:2605.22618}
}
read the original abstract
A major goal of the Habitable Worlds Observatory (HWO) is to precisely characterize exoplanets and their atmospheres. However, magnetic activity from an exoplanet's host star can complicate measurements of both the stellar and planetary properties, and stellar activity can be an important factor in our interpretation of the evolutionary history of an exoplanet. In this work, we assess the extent to which magnetic activity has been characterized for potential HWO target stars by collating archival measurements of relevant observables as published in a broad range of photometric and spectroscopic datasets. We describe our data collection strategy, provide an overview of currently known activity and rotation properties in the Activity and Rotation Catalog (ARC) for potential HWO target stars, and briefly review known relationships between stellar inclination, rotation, activity, and age. Overall, we find that stellar activity (S-index and R'HK) and rotation (v sin i and Prot) properties have been measured for at least 70% systems that are currently of high interest as potential HWO atmospheric characterization targets. However, stellar activity is temporal in nature, such that activity properties should be regularly monitored in order to remain up-to-date for informing future observations. In particular, we find that stellar activity cycles are measured for fewer than 20% of high interest potential HWO target stars. Measuring a star's activity cycle is critical for anticipating times when higher levels of magnetic activity may occur during planned HWO observations, which may interfere with measuring precise exoplanet atmospheric characteristics.
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-
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2021
-
[4]
Abt , H. A., Levato , H., & Grosso , M. 2002, , 573, 359, 10.1086/340590
-
[5]
Abt , H. A., & Morrell , N. I. 1995, , 99, 135, 10.1086/192182
-
[6]
Z., Delgado Mena , E., Sousa , S
Adibekyan , V. Z., Delgado Mena , E., Sousa , S. G., et al. 2012, , 547, A36, 10.1051/0004-6361/201220167
-
[7]
Ag \"u eros , M. A., Bowsher , E. C., Bochanski , J. J., et al. 2018, , 862, 33, 10.3847/1538-4357/aac6ed
-
[8]
H., Espinoza , N., Diamond-Lowe , H., et al
Allen , N. H., Espinoza , N., Diamond-Lowe , H., et al. 2025, , 170, 240, 10.3847/1538-3881/adfc51
Show all 233 references
-
[9]
S., Lambert , D
Allende Prieto , C., Barklem , P. S., Lambert , D. L., & Cunha , K. 2004, , 420, 183, 10.1051/0004-6361:20035801
2004 doi
-
[10]
W., & O'Neil , M
Ambikasaran , S., Foreman-Mackey , D., Greengard , L., Hogg , D. W., & O'Neil , M. 2015, IEEE Transactions on Pattern Analysis and Machine Intelligence, 38, 252, 10.1109/TPAMI.2015.2448083
2015
-
[11]
2012, , 542, A116, 10.1051/0004-6361/201118724
Ammler-von Eiff , M., & Reiners , A. 2012, , 542, A116, 10.1051/0004-6361/201118724
2012 doi
-
[12]
D., Foreman-Mackey , D., et al
Angus , R., Morton , T. D., Foreman-Mackey , D., et al. 2019, , 158, 173, 10.3847/1538-3881/ab3c53
2019 doi
-
[13]
2026, arXiv e-prints, arXiv:2601.09766, 10.48550/arXiv.2601.09766
Arney , G., Parenteau , N., Hinkel , N., et al. 2026, arXiv e-prints, arXiv:2601.09766, 10.48550/arXiv.2601.09766
2026 doi
-
[14]
J., et al
Artigau , \'E ., Cadieux , C., Cook , N. J., et al. 2022, , 164, 84, 10.3847/1538-3881/ac7ce6
2022 doi
-
[15]
P., Tollerud , E
Astropy Collaboration , Robitaille , T. P., Tollerud , E. J., et al. 2013, , 558, A33, 10.1051/0004-6361/201322068
2013 doi
-
[16]
M., Sip o cz , B
Astropy Collaboration , Price-Whelan , A. M., Sip o cz , B. M., et al. 2018, , 156, 123, 10.3847/1538-3881/aabc4f
2018 doi
-
[17]
2009, , 506, 411, 10.1051/0004-6361/200810860
Auvergne , M., Bodin , P., Boisnard , L., et al. 2009, , 506, 411, 10.1051/0004-6361/200810860
2009 doi
-
[18]
L., Nesme-Ribes , E., Sokoloff , D., & Soon , W
Baliunas , S. L., Nesme-Ribes , E., Sokoloff , D., & Soon , W. H. 1996, , 460, 848, 10.1086/177014
1996 doi
-
[19]
L., Donahue , R
Baliunas , S. L., Donahue , R. A., Soon , W. H., et al. 1995, , 438, 269, 10.1086/175072
1995 doi
- [20]
-
[21]
Barnes , S. A. 2003, , 586, 464, 10.1086/367639
2003 doi
-
[22]
M., Batalha , N., et al
Basri , G., Walkowicz , L. M., Batalha , N., et al. 2011, , 141, 20, 10.1088/0004-6256/141/1/20
2011 doi
-
[23]
C., Wright , J
Baum , A. C., Wright , J. T., Luhn , J. K., & Isaacson , H. 2022, , 163, 183, 10.3847/1538-3881/ac5683
2022 doi
-
[24]
2022, , 936, 55, 10.3847/1538-4357/ac8480
Beard , C., Robertson , P., Kanodia , S., et al. 2022, , 936, 55, 10.3847/1538-4357/ac8480
2022 doi
-
[25]
A., MacDonald , R
Bennett , K. A., MacDonald , R. J., Peacock , S., et al. 2025, , 170, 205, 10.3847/1538-3881/adf198
2025 doi
-
[26]
1981, , 93, 235
Benz , W., & Mayor , M. 1981, , 93, 235
1981
-
[27]
1984, , 138, 183
---. 1984, , 138, 183
1984
-
[28]
2019, , 486, 2075, 10.1093/mnras/stz549
Blanco-Cuaresma , S. 2019, , 486, 2075, 10.1093/mnras/stz549
2019 doi
- [29]
-
[30]
2015, , 581, A133, 10.1051/0004-6361/201425007
Borgniet , S., Meunier , N., & Lagrange , A.-M. 2015, , 581, A133, 10.1051/0004-6361/201425007
2015 doi
-
[31]
B., Chilingarian , I
Borisov , S. B., Chilingarian , I. V., Rubtsov , E. V., et al. 2023, , 266, 11, 10.3847/1538-4365/acc321
2023 doi
-
[32]
J., Jeffers , S
Boro Saikia , S., Marvin , C. J., Jeffers , S. V., et al. 2018, , 616, A108, 10.1051/0004-6361/201629518
2018 doi
-
[33]
J., Koch , D., Basri , G., et al
Borucki , W. J., Koch , D., Basri , G., et al. 2010, Science, 327, 977, 10.1126/science.1185402
2010 doi
-
[34]
M., Newton , E
Boudreaux , E. M., Newton , E. R., Mondrik , N., Charbonneau , D., & Irwin , J. 2022, , 929, 80, 10.3847/1538-4357/ac5cbf
2022 doi
-
[35]
J., Lecavelier des Etangs , A., et al
Bourrier , V., Wheatley , P. J., Lecavelier des Etangs , A., et al. 2020, , 493, 559, 10.1093/mnras/staa256
2020 doi
- [36]
-
[37]
2017, , 467, 971, 10.1093/mnras/stx144
Brahm , R., Jord \'a n , A., Hartman , J., & Bakos , G. 2017, , 467, 971, 10.1093/mnras/stx144
2017 doi
-
[38]
M., Fischer , D
Brewer , J. M., Fischer , D. A., Valenti , J. A., & Piskunov , N. 2016, , 225, 32, 10.3847/0067-0049/225/2/32
2016 doi
-
[39]
M., Fischer , D
Brewer , J. M., Fischer , D. A., Blackman , R. T., et al. 2020, , 160, 67, 10.3847/1538-3881/ab99c9
2020 doi
-
[40]
T., Gillen , E., Queloz , D., et al
Briegal , J. T., Gillen , E., Queloz , D., et al. 2022, , 513, 420, 10.1093/mnras/stac898
2022 doi
-
[41]
P., Colombo , P
Buccino , A. P., Colombo , P. D., Mosca , F., et al. 2024, Boletin de la Asociacion Argentina de Astronomia La Plata Argentina, 65, 87
2024
-
[42]
A., Dumusque , X., & Halverson , S
Burt , J. A., Dumusque , X., & Halverson , S. 2025, arXiv e-prints, arXiv:2511.01954, 10.48550/arXiv.2511.01954
2025 doi
-
[43]
Bus \`a , I., Aznar Cuadrado , R., Terranegra , L., Andretta , V., & Gomez , M. T. 2007, , 466, 1089, 10.1051/0004-6361:20065588
2007 doi
-
[44]
2010, , 512, A54, 10.1051/0004-6361/200913204
Casagrande , L., Ram \' rez , I., Mel \'e ndez , J., Bessell , M., & Asplund , M. 2010, , 512, A54, 10.1051/0004-6361/200913204
2010 doi
-
[45]
A., et al
Ceillier , T., van Saders , J., Garc \' a , R. A., et al. 2016, , 456, 119, 10.1093/mnras/stv2622
2016 doi
-
[46]
2017, , 605, A111, 10.1051/0004-6361/201629884
Ceillier , T., Tayar , J., Mathur , S., et al. 2017, , 605, A111, 10.1051/0004-6361/201629884
2017 doi
-
[47]
T., & Chen , X
Chahal , D., Kamath , D., de Grijs , R., Montet , B. T., & Chen , X. 2025, , 540, 668, 10.1093/mnras/staf754
2025 doi
-
[48]
T., Jayasinghe , T., Stanek , K
Christy , C. T., Jayasinghe , T., Stanek , K. Z., et al. 2022, , 134, 024201, 10.1088/1538-3873/ac44f0
2022 doi
-
[49]
R., Beichman , C
Ciardi , D. R., Beichman , C. A., Horch , E. P., & Howell , S. B. 2015, , 805, 16, 10.1088/0004-637X/805/1/16
2015 doi
-
[50]
R., von Braun , K., Bryden , G., et al
Ciardi , D. R., von Braun , K., Bryden , G., et al. 2011, , 141, 108, 10.1088/0004-6256/141/4/108
2011 doi
-
[51]
F., & Mauas , P
Cincunegui , C., D \' az , R. F., & Mauas , P. J. D. 2007, , 469, 309, 10.1051/0004-6361:20066503
2007 doi
-
[52]
R., van Saders , J
Claytor , Z. R., van Saders , J. L., Cao , L., et al. 2024, , 962, 47, 10.3847/1538-4357/ad159a
2024 doi
-
[53]
L., Angus , R., David , T., et al
Colman , I. L., Angus , R., David , T., et al. 2024, , 167, 189, 10.3847/1538-3881/ad2c86
2024 doi
-
[54]
W., Lewis , P
Cooley , J. W., Lewis , P. A. W., & Welch , P. D. 1969, IEEE Transactions on Education, 12, 27, 10.1109/TE.1969.4320436
1969
-
[55]
R., Delgado Mena , E., & Tsantaki , M
Costa Silva , A. R., Delgado Mena , E., & Tsantaki , M. 2020, , 634, A136, 10.1051/0004-6361/201936523
2020 doi
- [56]
-
[57]
Crossfield , I. J. M., Malik , M., Hill , M. L., et al. 2022, , 937, L17, 10.3847/2041-8213/ac886b
2022 doi
-
[58]
L., Ag \"u eros , M
Curtis , J. L., Ag \"u eros , M. A., Douglas , S. T., & Meibom , S. 2019, , 879, 49, 10.3847/1538-4357/ab2393
2019 doi
-
[59]
P., et al
Czesla , S., Schr \"o ter , S., Schneider , C. P., et al. 2019, PyA: Python astronomy-related packages , Astrophysics Source Code Library, record ascl:1906.010. 1906.010
2019
-
[60]
C., Brugaletta , E., et al
Distefano , E., Lanzafame , A. C., Brugaletta , E., et al. 2023, , 674, A20, 10.1051/0004-6361/202244178
2023 doi
-
[61]
2024, , 684, A152, 10.1051/0004-6361/202347859
Dorval , P., & Snellen , I. 2024, , 684, A152, 10.1051/0004-6361/202347859
2024 doi
-
[62]
A., Mel \'e ndez , J., do Nascimento , J.-D., et al
dos Santos , L. A., Mel \'e ndez , J., do Nascimento , J.-D., et al. 2016, , 592, A156, 10.1051/0004-6361/201628558
2016 doi
-
[63]
T., Cargile , P
Douglas , S. T., Cargile , P. A., Matt , S. P., et al. 2024, , 962, 16, 10.3847/1538-4357/ad0fe3
2024 doi
-
[64]
P., Davies , G
Doyle , A. P., Davies , G. R., Smalley , B., Chaplin , W. J., & Elsworth , Y. 2014, , 444, 3592, 10.1093/mnras/stu1692
2014 doi
-
[65]
2024, , 687, A60, 10.1051/0004-6361/202449707
Dravins , D., & Ludwig , H.-G. 2024, , 687, A60, 10.1051/0004-6361/202449707
2024 doi
-
[66]
Dumusque , X., Boisse , I., & Santos , N. C. 2014, , 796, 132, 10.1088/0004-637X/796/2/132
2014 doi
-
[67]
K., Vaughan , A
Duncan , D. K., Vaughan , A. H., Wilson , O. C., et al. 1991, , 76, 383, 10.1086/191572
1991 doi
-
[68]
2017, , 835, 25, 10.3847/1538-4357/835/1/25
Egeland , R., Soon , W., Baliunas , S., et al. 2017, , 835, 25, 10.3847/1538-4357/835/1/25
2017 doi
-
[69]
2024, in Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, Vol
Feinberg , L., Ziemer , J., Ansdell , M., et al. 2024, in Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, Vol. 13092, Space Telescopes and Instrumentation 2024: Optical, Infrared, and Millimeter Wave, ed. L. E. Coyle , S. Matsuura , & M. D. Perrin ...
2024 doi
-
[70]
D., Sitarski , B
Feinberg , L. D., Sitarski , B. N., McElwain , M. W., et al. 2026, arXiv e-prints, arXiv:2601.11803, 10.48550/arXiv.2601.11803
2026 doi
-
[71]
G., Ostberg , C
Fetherolf , T., Welter , S. G., Ostberg , C. M., et al. 2026, , 171, 83, 10.3847/1538-3881/ae246e
2026 doi
-
[72]
2023, , 268, 4, 10.3847/1538-4365/acdee5
Fetherolf , T., Pepper , J., Simpson , E., et al. 2023, , 268, 4, 10.3847/1538-4365/acdee5
2023 doi
-
[73]
E., Hooton , M
Fisher , C. E., Hooton , M. J., Gressier , A., et al. 2026, , 545, staf2187, 10.1093/mnras/staf2187
2026 doi
-
[74]
P., Diamond-Lowe , H., et al
Fortune , M., Gibson , N. P., Diamond-Lowe , H., et al. 2025, , 701, A25, 10.1051/0004-6361/202554198
2025 doi
-
[75]
Gaia Collaboration , Prusti , T., de Bruijne , J. H. J., et al. 2016, , 595, A1, 10.1051/0004-6361/201629272
2016 doi
-
[76]
2019, , 623, A110, 10.1051/0004-6361/201833304
Gaia Collaboration , Eyer , L., Rimoldini , L., et al. 2019, , 623, A110, 10.1051/0004-6361/201833304
2019 doi
-
[77]
J., Henry , G
Gaidos , E. J., Henry , G. W., & Henry , S. M. 2000, , 120, 1006, 10.1086/301488
2000 doi
-
[78]
V., Feigelson , E
Getman , K. V., Feigelson , E. D., & Garmire , G. P. 2023, , 952, 63, 10.3847/1538-4357/acd690
2023 doi
- [79]
-
[80]
M., Brasseur , C
Ginsburg , A., Sip o cz , B. M., Brasseur , C. E., et al. 2019, , 157, 98, 10.3847/1538-3881/aafc33
2019 doi
-
[81]
Gomes da Silva , J., Bensabat , A., Monteiro , T., & Santos , N. C. 2022, , 668, A174, 10.1051/0004-6361/202244595
2022 doi
-
[82]
C., Boisse , I., Dumusque , X., & Lovis , C
Gomes da Silva , J., Santos , N. C., Boisse , I., Dumusque , X., & Lovis , C. 2014, , 566, A66, 10.1051/0004-6361/201322697
2014 doi
-
[83]
C., Adibekyan , V., et al
Gomes da Silva , J., Santos , N. C., Adibekyan , V., et al. 2021, , 646, A77, 10.1051/0004-6361/202039765
2021 doi
-
[84]
Gray , D. F. 2008, The Observation and Analysis of Stellar Photospheres
2008
-
[85]
P., Bell , T
Greene , T. P., Bell , T. J., Ducrot , E., et al. 2023, , 618, 39, 10.1038/s41586-023-05951-7
2023 doi
-
[86]
F., Wright , J
Gupta , A. F., Wright , J. T., Robertson , P., et al. 2021, , 161, 130, 10.3847/1538-3881/abd79e
2021 doi
-
[87]
2008, , 486, 951, 10.1051/0004-6361:200809724
Gustafsson , B., Edvardsson , B., Eriksson , K., et al. 2008, , 486, 951, 10.1051/0004-6361:200809724
2008 doi
-
[88]
D., Thompson , S
Hall , R. D., Thompson , S. J., Handley , W., & Queloz , D. 2018, , 479, 2968, 10.1093/mnras/sty1464
2018 doi
-
[89]
2021, Research in Astronomy and Astrophysics, 21, 142, 10.1088/1674-4527/21/6/142
Han , H.-G., Cui , K.-M., Liu , J.-F., et al. 2021, Research in Astronomy and Astrophysics, 21, 142, 10.1088/1674-4527/21/6/142
2021 doi
-
[90]
C., & Ford , E
Hara , N. C., & Ford , E. B. 2023, Annual Review of Statistics and Its Application, 10, 623, 10.1146/annurev-statistics-033021-012225
2023 doi
-
[91]
R., Millman , K
Harris , C. R., Millman , K. J., van der Walt , S. J., et al. 2020, , 585, 357, 10.1038/s41586-020-2649-2
2020 doi
-
[92]
N., Tonry , J
Heinze , A. N., Tonry , J. L., Denneau , L., et al. 2018, , 156, 241, 10.3847/1538-3881/aae47f
2018 doi
-
[93]
N., et al
Hempelmann , A., Mittag , M., Gonzalez-Perez , J. N., et al. 2016, , 586, A14, 10.1051/0004-6361/201526972
2016 doi
-
[94]
W., Donahue , R
Henry , G. W., Donahue , R. A., & Baliunas , S. L. 2002, , 577, L111, 10.1086/344291
2002 doi
-
[95]
J., Soderblom , D
Henry , T. J., Soderblom , D. R., Donahue , R. A., & Baliunas , S. L. 1996, , 111, 439, 10.1086/117796
1996 doi
-
[96]
R., Mamajek , E
Hinkel , N. R., Mamajek , E. E., Turnbull , M. C., et al. 2017, , 848, 34, 10.3847/1538-4357/aa8b0f
2017 doi
-
[97]
J., Robertson , P., Hartigan , P., Oelkers , R
Holcomb , R. J., Robertson , P., Hartigan , P., Oelkers , R. J., & Robinson , C. 2022, , 936, 138, 10.3847/1538-4357/ac8990
2022 doi
-
[98]
2007, , 475, 519, 10.1051/0004-6361:20077221
Holmberg , J., Nordstr \"o m , B., & Andersen , J. 2007, , 475, 519, 10.1051/0004-6361:20077221
2007 doi
-
[99]
Hunter , J. D. 2007, Computing in Science and Engineering, 9, 90, 10.1109/MCSE.2007.55
2007 doi
-
[100]
V., Buccino , A
Iba \ n ez Bustos , R. V., Buccino , A. P., Flores , M., Martinez , C. F., & Mauas , P. J. D. 2023, , 672, A37, 10.1051/0004-6361/202245352
2023 doi
-
[101]
A., Saar , S
Irving , Z. A., Saar , S. H., Wargelin , B. J., & do Nascimento , J.-D. 2023, , 949, 51, 10.3847/1538-4357/acc468
2023 doi
-
[103]
2010, , 725, 875, 10.1088/0004-637X/725/1/875
Isaacson , H., & Fischer , D. 2010, , 725, 875, 10.1088/0004-637X/725/1/875
2010 doi
-
[104]
W., Fulton , B., et al
Isaacson , H., Howard , A. W., Fulton , B., et al. 2024, , 274, 35, 10.3847/1538-4365/ad676c
2024 doi
-
[105]
L., Reiners , A., & Metcalfe , T
I s k , E., van Saders , J. L., Reiners , A., & Metcalfe , T. S. 2023, , 219, 70, 10.1007/s11214-023-01016-3
2023 doi
-
[106]
M., Tyson , J
Ivezi \'c , Z ., Kahn , S. M., Tyson , J. A., et al. 2019, , 873, 111, 10.3847/1538-4357/ab042c
2019 doi
-
[107]
S., Stanek , K
Jayasinghe , T., Kochanek , C. S., Stanek , K. Z., et al. 2018, , 477, 3145, 10.1093/mnras/sty838
2018 doi
-
[108]
Johnson , H. L. 1966, , 4, 193, 10.1146/annurev.aa.04.090166.001205
1966
-
[109]
Kane , S. R. 2014, , 782, 111, 10.1088/0004-637X/782/2/111
2014 doi
-
[110]
2022, , 163, 205, 10.3847/1538-3881/ac56e0
Kaplan-Lipkin , A., Macintosh , B., Madurowicz , A., et al. 2022, , 163, 205, 10.3847/1538-3881/ac56e0
2022 doi
-
[111]
J., Bailey , V
Kasdin , N. J., Bailey , V. P., Mennesson , B., et al. 2020, in Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, Vol. 11443, Space Telescopes and Instrumentation 2020: Optical, Infrared, and Millimeter Wave, ed. M. Lystrup & M. D. Perrin , 114431U, ...
2020 doi
-
[112]
2025, , 542, 2714, 10.1093/mnras/staf1337
Klein , B., Aigrain , S., Cretignier , M., et al. 2025, , 542, 2714, 10.1093/mnras/staf1337
2025 doi
-
[113]
2009, , 501, 695, 10.1051/0004-6361/200811303
Koll \'a th , Z., & Ol \'a h , K. 2009, , 501, 695, 10.1051/0004-6361/200811303
2009 doi
-
[114]
2002, , 391, 369, 10.1051/0004-6361:20020802
Kov \'a cs , G., Zucker , S., & Mazeh , T. 2002, , 391, 369, 10.1051/0004-6361:20020802
2002 doi
-
[115]
Kreidberg , L., Koll , D. D. B., Morley , C., et al. 2019, , 573, 87, 10.1038/s41586-019-1497-4
2019 doi
-
[116]
2004, in IAU Symposium, Vol
Levato , H., & Grosso , M. 2004, in IAU Symposium, Vol. 215, Stellar Rotation, ed. A. Maeder & P. Eenens , 51
2004
-
[117]
Lomb , N. R. 1976, , 39, 447, 10.1007/BF00648343
1976 doi
- [118]
-
[119]
2021, , 162, 61, 10.3847/1538-3881/ac0057
Lubin , J., Robertson , P., Stefansson , G., et al. 2021, , 162, 61, 10.3847/1538-3881/ac0057
2021 doi
-
[120]
Luck , R. E. 2017, , 153, 21, 10.3847/1538-3881/153/1/21
2017 doi
-
[121]
2022, , 663, A142, 10.1051/0004-6361/202243360
Maldonado , J., Colombo , S., Petralia , A., et al. 2022, , 663, A142, 10.1051/0004-6361/202243360
2022 doi
- [122]
-
[123]
E., & Hillenbrand , L
Mamajek , E. E., & Hillenbrand , L. A. 2008, , 687, 1264, 10.1086/591785
2008 doi
-
[124]
E., Meyer , M
Mamajek , E. E., Meyer , M. R., & Liebert , J. 2002, , 124, 1670, 10.1086/341952
2002 doi
-
[125]
2010, , 520, A79, 10.1051/0004-6361/200913725
Mart \' nez-Arn \'a iz , R., Maldonado , J., Montes , D., Eiroa , C., & Montesinos , B. 2010, , 520, A79, 10.1051/0004-6361/200913725
2010 doi
-
[126]
J., Reiners , A., Anglada-Escud \'e , G., Jeffers , S
Marvin , C. J., Reiners , A., Anglada-Escud \'e , G., Jeffers , S. V., & Boro Saikia , S. 2023, , 671, A162, 10.1051/0004-6361/201937306
2023 doi
-
[127]
Masuda , K., & Winn , J. N. 2020, , 159, 81, 10.3847/1538-3881/ab65be
2020 doi
-
[128]
2013, , 432, 1203, 10.1093/mnras/stt536
McQuillan , A., Aigrain , S., & Mazeh , T. 2013, , 432, 1203, 10.1093/mnras/stt536
2013 doi
-
[129]
D., & Stassun , K
Meibom , S., Mathieu , R. D., & Stassun , K. G. 2009, , 695, 679, 10.1088/0004-637X/695/1/679
2009 doi
-
[130]
A., Demory , B.-O., Diamond-Lowe , H., et al
Meier Vald \'e s , E. A., Demory , B.-O., Diamond-Lowe , H., et al. 2025, , 698, A68, 10.1051/0004-6361/202453449
2025 doi
-
[131]
F., Lanza , A
Messina , S., Guinan , E. F., Lanza , A. F., & Ambruster , C. 1999, , 347, 249
1999
-
[132]
S., Egeland , R., & van Saders , J
Metcalfe , T. S., Egeland , R., & van Saders , J. 2016, , 826, L2, 10.3847/2041-8205/826/1/L2
2016 doi
-
[133]
S., van Saders , J
Metcalfe , T. S., van Saders , J. L., Pinsonneault , M. H., et al. 2025, , 991, L17, 10.3847/2041-8213/ae03bc
2025 doi
-
[134]
2022, , 658, A57, 10.1051/0004-6361/202142120
Meunier , N., Kretzschmar , M., Gravet , R., Mignon , L., & Delfosse , X. 2022, , 658, A57, 10.1051/0004-6361/202142120
2022 doi
-
[135]
1982, , 107, 31
Middelkoop , F. 1982, , 107, 31
1982
-
[136]
Mittag , M., Hempelmann , A., Schmitt , J. H. M. M., et al. 2017, , 607, A87, 10.1051/0004-6361/201630262
2017 doi
-
[137]
2025, , 170, 204, 10.3847/1538-3881/ade2df
Mori , M., Fukui , A., Hirano , T., et al. 2025, , 170, 204, 10.3847/1538-3881/ade2df
2025 doi
-
[138]
J., Bennett , C., et al
Mosby , G., Rauscher , B. J., Bennett , C., et al. 2020, Journal of Astronomical Telescopes, Instruments, and Systems, 6, 046001, 10.1117/1.JATIS.6.4.046001
2020 doi
-
[139]
2015, , 584, A72, 10.1051/0004-6361/201526822
Motalebi , F., Udry , S., Gillon , M., et al. 2015, , 584, A72, 10.1051/0004-6361/201526822
2015 doi
-
[140]
A., Prugniel , P., & Soubiran , C
Moultaka , J., Ilovaisky , S. A., Prugniel , P., & Soubiran , C. 2004, , 116, 693, 10.1086/422177
2004 doi
-
[141]
W., Rix , H.-W., Ho , A
Ness , M., Hogg , D. W., Rix , H.-W., Ho , A. Y. Q., & Zasowski , G. 2015, , 808, 16, 10.1088/0004-637X/808/1/16
2015 doi
-
[142]
R., Irwin , J., Charbonneau , D., et al
Newton , E. R., Irwin , J., Charbonneau , D., et al. 2016, , 821, 93, 10.3847/0004-637X/821/2/93
2016 doi
-
[143]
R., Mann , A
Newton , E. R., Mann , A. W., Tofflemire , B. M., et al. 2019, , 880, L17, 10.3847/2041-8213/ab2988
2019 doi
-
[144]
2022, , 163, 172, 10.3847/1538-3881/ac4f64
Niraula , P., Shporer , A., Wong , I., & de Wit , J. 2022, , 163, 172, 10.3847/1538-3881/ac4f64
2022 doi
-
[145]
2004, , 418, 989, 10.1051/0004-6361:20035959
Nordstr \"o m , B., Mayor , M., Andersen , J., et al. 2004, , 418, 989, 10.1051/0004-6361:20035959
2004 doi
-
[146]
W., Hartmann , L
Noyes , R. W., Hartmann , L. W., Baliunas , S. L., Duncan , D. K., & Vaughan , A. H. 1984, , 279, 763, 10.1086/161945
1984 doi
-
[147]
J., Rodriguez , J
Oelkers , R. J., Rodriguez , J. E., Stassun , K. G., et al. 2018, , 155, 39, 10.3847/1538-3881/aa9bf4
2018 doi
-
[148]
2016, , 590, A133, 10.1051/0004-6361/201628479
Ol \'a h , K., K o v \'a ri , Z., Petrovay , K., et al. 2016, , 590, A133, 10.1051/0004-6361/201628479
2016 doi
-
[149]
2009, , 501, 703, 10.1051/0004-6361/200811304
Ol \'a h , K., Koll \'a th , Z., Granzer , T., et al. 2009, , 501, 703, 10.1051/0004-6361/200811304
2009 doi
-
[150]
Osborne , H. L. M., Nielsen , L. D., Van Eylen , V., & Barrag \'a n , O. 2025, , 693, A4, 10.1051/0004-6361/202452127
2025 doi
-
[151]
C., Figueira , P., et al
Oshagh , M., Santos , N. C., Figueira , P., et al. 2017, , 606, A107, 10.1051/0004-6361/201731139
2017 doi
-
[152]
Owen , J. E. 2019, Annual Review of Earth and Planetary Sciences, 47, 67, 10.1146/annurev-earth-053018-060246
2019 doi
-
[153]
A., Henry , T
Paredes , L. A., Henry , T. J., Quinn , S. N., et al. 2021, , 162, 176, 10.3847/1538-3881/ac082a
2021 doi
-
[154]
K., Charbonneau , D., Latham , D
Pass , E. K., Charbonneau , D., Latham , D. W., et al. 2024, , 966, 231, 10.3847/1538-4357/ad3631
2024 doi
-
[155]
T., Sreenivas , K
Perdelwitz , V., Trifonov , T., Teklu , J. T., Sreenivas , K. R., & Tal-Or , L. 2024, , 683, A125, 10.1051/0004-6361/202348263
2024 doi
-
[156]
2021, , 652, A116, 10.1051/0004-6361/202140889
Perdelwitz , V., Mittag , M., Tal-Or , L., et al. 2021, , 652, A116, 10.1051/0004-6361/202140889
2021 doi
-
[157]
K., et al
Petit , P., Dintrans , B., Solanki , S. K., et al. 2008, , 388, 80, 10.1111/j.1365-2966.2008.13411.x
2008
-
[158]
2025, , 989, 181, 10.3847/1538-4357/adf207
Piaulet-Ghorayeb , C., Benneke , B., Turbet , M., et al. 2025, , 989, 181, 10.3847/1538-4357/adf207
2025 doi
-
[159]
V., Madhusudhan , N., & Apai , D
Pinhas , A., Rackham , B. V., Madhusudhan , N., & Apai , D. 2018, , 480, 5314, 10.1093/mnras/sty2209
2018 doi
-
[160]
H., An , D., Molenda- \.Z akowicz , J., et al
Pinsonneault , M. H., An , D., Molenda- \.Z akowicz , J., et al. 2012, , 199, 30, 10.1088/0067-0049/199/2/30
2012 doi
-
[161]
V., & Marrocchi , Y
Piralla , M., Villeneuve , J., Schnuriger , N., Bekaert , D. V., & Marrocchi , Y. 2023, , 394, 115427, 10.1016/j.icarus.2023.115427
2023
- [162]
-
[163]
W., Sivan , J
Queloz , D., Henry , G. W., Sivan , J. P., et al. 2001, , 379, 279, 10.1051/0004-6361:20011308
2001 doi
-
[164]
V., Apai , D., & Giampapa , M
Rackham , B. V., Apai , D., & Giampapa , M. S. 2018, , 853, 122, 10.3847/1538-4357/aaa08c
2018 doi
- [165]
-
[166]
R., Lockwood , G
Radick , R. R., Lockwood , G. W., Henry , G. W., Hall , J. C., & Pevtsov , A. A. 2018, , 855, 75, 10.3847/1538-4357/aaaae3
2018 doi
-
[167]
2023, , 676, A90, 10.1051/0004-6361/202245564
Rainer , M., Desidera , S., Borsa , F., et al. 2023, , 676, A90, 10.1051/0004-6361/202245564
2023 doi
-
[168]
2005, , 626, 465, 10.1086/430102
Ram \' rez , I., & Mel \'e ndez , J. 2005, , 626, 465, 10.1086/430102
2005 doi
-
[169]
2024, , 689, A288, 10.1051/0004-6361/202450523
Ramsay , G., Hakala , P., & Gerry Doyle , J. 2024, , 689, A288, 10.1051/0004-6361/202450523
2024 doi
-
[170]
2000, in Astronomical Society of the Pacific Conference Series, Vol
Randich , S. 2000, in Astronomical Society of the Pacific Conference Series, Vol. 198, Stellar Clusters and Associations: Convection, Rotation, and Dynamos, ed. R. Pallavicini , G. Micela , & S. Sciortino , 401, 10.48550/arXiv.astro-ph/9909139
-
[171]
2025, Experimental Astronomy, 59, 26, 10.1007/s10686-025-09985-9
Rauer , H., Aerts , C., Cabrera , J., et al. 2025, Experimental Astronomy, 59, 26, 10.1007/s10686-025-09985-9
2025 doi
-
[172]
Reiners , A., & Schmitt , J. H. M. M. 2002, , 384, 155, 10.1051/0004-6361:20011801
2002 doi
-
[173]
2003 a , , 412, 813, 10.1051/0004-6361:20034255
---. 2003 a , , 412, 813, 10.1051/0004-6361:20034255
2003 doi
-
[174]
2003 b , , 398, 647, 10.1051/0004-6361:20021642
---. 2003 b , , 398, 647, 10.1051/0004-6361:20021642
2003 doi
-
[175]
Rice , M., & Brewer , J. M. 2020, , 898, 119, 10.3847/1538-4357/ab9f96
2020 doi
-
[176]
R., Winn , J
Ricker , G. R., Winn , J. N., Vanderspek , R., et al. 2015, Journal of Astronomical Telescopes, Instruments, and Systems, 1, 014003, 10.1117/1.JATIS.1.1.014003
2015 doi
-
[177]
2014, Science, 345, 440, 10.1126/science.1253253
Robertson , P., Mahadevan , S., Endl , M., & Roy , A. 2014, Science, 345, 440, 10.1126/science.1253253
2014 doi
-
[178]
2015, , 805, L22, 10.1088/2041-8205/805/2/L22
Robertson , P., Roy , A., & Mahadevan , S. 2015, , 805, L22, 10.1088/2041-8205/805/2/L22
2015 doi
-
[179]
J., Fulton , B
Rosenthal , L. J., Fulton , B. J., Hirsch , L. A., et al. 2021, , 255, 8, 10.3847/1538-4365/abe23c
2021 doi
-
[180]
M., Rainer , M., Borsa , F., & Facchini , S
Rossi , A. M., Rainer , M., Borsa , F., & Facchini , S. 2026, , 705, A142, 10.1051/0004-6361/202555173
2026 doi
-
[181]
E., & Zorec , J
Royer , F., Grenier , S., Baylac , M.-O., G \'o mez , A. E., & Zorec , J. 2002, , 393, 897, 10.1051/0004-6361:20020943
2002 doi
-
[182]
Rutten , R. G. M. 1984, , 130, 353
1984
-
[183]
1987, , 177, 131
---. 1987, , 177, 131
1987
- [184]
-
[185]
A., et al
Saidel , M., Vissapragada , S., Knutson , H. A., et al. 2026, , 171, 257, 10.3847/1538-3881/ae4e17
2026 doi
-
[186]
Santos , A. R. G., Garc \' a , R. A., Mathur , S., et al. 2019, , 244, 21, 10.3847/1538-4365/ab3b56
2019 doi
-
[187]
2011, , 532, A6, 10.1051/0004-6361/201116594
Sanz-Forcada , J., Micela , G., Ribas , I., et al. 2011, , 532, A6, 10.1051/0004-6361/201116594
2011 doi
-
[188]
Scargle , J. D. 1982, , 263, 835, 10.1086/160554
1982 doi
-
[189]
V., Reiners , A., et al
Sch \"o fer , P., Jeffers , S. V., Reiners , A., et al. 2019, , 623, A44, 10.1051/0004-6361/201834114
2019 doi
-
[190]
Schr \"o der , C., Reiners , A., & Schmitt , J. H. M. M. 2009, , 493, 1099, 10.1051/0004-6361:200810377
2009 doi
-
[191]
1996, , 460, L107, 10.1086/309985
Schwarzenberg-Czerny , A. 1996, , 460, L107, 10.1086/309985
1996 doi
-
[192]
C., Halverson , S., Luhn , J
Siegel , J. C., Halverson , S., Luhn , J. K., et al. 2024, , 168, 158, 10.3847/1538-3881/ad6768
2024 doi
-
[193]
R., Fetherolf , T., Kane , S
Simpson , E. R., Fetherolf , T., Kane , S. R., et al. 2022, , 163, 215, 10.3847/1538-3881/ac5d41
2022 doi
- [194]
- [195]
- [196]
-
[197]
R., Duncan , D
Soderblom , D. R., Duncan , D. K., & Johnson , D. R. H. 1991, , 375, 722, 10.1086/170238
1991 doi
-
[198]
R., Stauffer , J
Soderblom , D. R., Stauffer , J. R., Hudon , J. D., & Jones , B. F. 1993, , 85, 315, 10.1086/191767
1993 doi
-
[199]
G., & Jenkins , J
Soto , M. G., & Jenkins , J. S. 2018, , 615, A76, 10.1051/0004-6361/201731533
2018 doi
-
[200]
R., et al
Spina , L., Nordlander , T., Casey , A. R., et al. 2020, , 895, 52, 10.3847/1538-4357/ab8bd7
2020 doi
-
[201]
Stellingwerf , R. F. 1978, , 224, 953, 10.1086/156444
1978 doi
-
[202]
Strassmeier , K. G. 2009, , 17, 251, 10.1007/s00159-009-0020-6
2009 doi
-
[203]
A., Jessen , N
St \"u rmer , J., Buchhave , L. A., Jessen , N. C., et al. 2024, in Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, Vol. 13096, Ground-based and Airborne Instrumentation for Astronomy X, ed. J. J. Bryant , K. Motohara , & J. R. D. Vernet , 130968E,...
2024 doi
-
[204]
Su \'a rez Mascare \ n o , A., Rebolo , R., & Gonz \'a lez Hern \'a ndez , J. I. 2016, , 595, A12, 10.1051/0004-6361/201628586
2016 doi
-
[205]
I., & Esposito , M
Su \'a rez Mascare \ n o , A., Rebolo , R., Gonz \'a lez Hern \'a ndez , J. I., & Esposito , M. 2015, , 452, 2745, 10.1093/mnras/stv1441
2015 doi
-
[206]
T., Perdelwitz , V., Butler , R
Teklu , J. T., Perdelwitz , V., Butler , R. P., et al. 2025, , 702, A68, 10.1051/0004-6361/202555034
2025 doi
-
[207]
Torrence , C., & Compo , G. P. 1998, Bulletin of the American Meteorological Society, 79, 61, 10.1175/1520-0477(1998)079<0061:APGTWA>2.0.CO;2
1998 doi
-
[208]
W., Stark , C
Tuchow , N. W., Stark , C. C., & Mamajek , E. 2024, , 167, 139, 10.3847/1538-3881/ad25ec
2024 doi
-
[209]
W., Harada , C
Tuchow , N. W., Harada , C. K., Mamajek , E. E., et al. 2025, , 137, 104402, 10.1088/1538-3873/ae0a81
2025 doi
- [210]
-
[211]
L., Ceillier , T., Metcalfe , T
van Saders , J. L., Ceillier , T., Metcalfe , T. S., et al. 2016, , 529, 181, 10.1038/nature16168
2016 doi
-
[212]
L., & Pinsonneault , M
van Saders , J. L., & Pinsonneault , M. H. 2013, , 776, 67, 10.1088/0004-637X/776/2/67
2013 doi
-
[213]
A., et al
Vanderburg , A., Plavchan , P., Johnson , J. A., et al. 2016, , 459, 3565, 10.1093/mnras/stw863
2016 doi
-
[214]
H., Preston , G
Vaughan , A. H., Preston , G. W., & Wilson , O. C. 1978, , 90, 267, 10.1086/130324
1978 doi
-
[215]
A., Gregory , S
Vidotto , A. A., Gregory , S. G., Jardine , M., et al. 2014, , 441, 2361, 10.1093/mnras/stu728
2014 doi
-
[216]
C., Zhao , L
Vieytes , M. C., Zhao , L. L., & Bedell , M. 2025, , 981, 4, 10.3847/1538-4357/adb0c6
2025 doi
-
[217]
E., et al
Virtanen , P., Gommers , R., Oliphant , T. E., et al. 2020, Nature Medicine, 17, 261, 10.1038/s41592-019-0686-2
2020 doi
-
[218]
K., Diamond-Lowe , H., et al
Wachiraphan , P., Berta-Thompson , Z. K., Diamond-Lowe , H., et al. 2025, , 169, 311, 10.3847/1538-3881/adc990
2025 doi
-
[219]
R., Lewis , N
Wakeford , H. R., Lewis , N. K., Fowler , J., et al. 2019, , 157, 11, 10.3847/1538-3881/aaf04d
2019 doi
-
[220]
L., Henden , A
Watson , C. L., Henden , A. A., & Price , A. 2006, Society for Astronomical Sciences Annual Symposium, 25, 47
2006
-
[221]
J., Gabor , J
White , R. J., Gabor , J. M., & Hillenbrand , L. A. 2007, , 133, 2524, 10.1086/514336
2007 doi
-
[222]
Wilson , O. C. 1978, , 226, 379, 10.1086/156618
1978 doi
- [223]
-
[224]
W., Dodson-Robinson , S
Wise , A. W., Dodson-Robinson , S. E., Bevenour , K., & Provini , A. 2018, , 156, 180, 10.3847/1538-3881/aadd94
2018 doi
-
[225]
T., Marcy , G
Wright , J. T., Marcy , G. W., Butler , R. P., & Vogt , S. S. 2004, , 152, 261, 10.1086/386283
2004 doi
-
[226]
P., et al
Xue , Q., Zhang , M., Coy , B. P., et al. 2025, , 995, L52, 10.3847/2041-8213/ae2098
2025 doi
-
[227]
2004, Journal of Geophysical Research (Space Physics), 109, A07105, 10.1029/2003JA010282
Yashiro , S., Gopalswamy , N., Michalek , G., et al. 2004, Journal of Geophysical Research (Space Physics), 109, A07105, 10.1029/2003JA010282
2004 doi
-
[228]
V., Launhardt , R., M \"u ller , A., et al
Zakhozhay , O. V., Launhardt , R., M \"u ller , A., et al. 2022, , 667, A63, 10.1051/0004-6361/202244213
2022 doi
-
[229]
2009, , 496, 577, 10.1051/0004-6361:200811296
Zechmeister , M., & K \"u rster , M. 2009, , 496, 577, 10.1051/0004-6361:200811296
2009 doi
-
[230]
T., Swain , M
Zellem , R. T., Swain , M. R., Roudier , G., et al. 2017, , 844, 27, 10.3847/1538-4357/aa79f5
2017 doi
-
[231]
2024, , 688, A23, 10.1051/0004-6361/202348988
Zhang , W., Zhang , J., He , H., Luo , A., & Zhang , H. 2024, , 688, A23, 10.1051/0004-6361/202348988
2024 doi
-
[232]
2022, , 263, 12, 10.3847/1538-4365/ac9406
Zhang , W., Zhang , J., He , H., et al. 2022, , 263, 12, 10.3847/1538-4365/ac9406
2022 doi
-
[233]
2023, , 620, 746, 10.1038/s41586-023-06232-z
Zieba , S., Kreidberg , L., Ducrot , E., et al. 2023, , 620, 746, 10.1038/s41586-023-06232-z
2023 doi
-
[234]
2012, , 537, A120, 10.1051/0004-6361/201117691
Zorec , J., & Royer , F. 2012, , 537, A120, 10.1051/0004-6361/201117691
2012 doi
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