planets and satellites: detection; planets and satellites:; fundamental parameters; planets and satellites: terrestrial planets; stars: low-mass
Abstract :
[en] The Hidden Gems project searches the TESS data for additional planets transiting low-mass stars in confirmed systems. Our goal is to identify planet candidates that are below the detection threshold set by the SPOC and QLP pipelines using SHERLOCK, a specialized pipeline for robust detection and vetting of transit signals in TESS data. We present the discovery of two inner rocky planets in the TOI-237 and TOI-4336 A systems, validated with ground-based photometry from the TRAPPIST, SPECULOOS, ExTrA, and LCO facilities. TOI-237 c has a radius of , orbits its mid-M host star every 1.74 d, and is close to a 3:1 mean-motion resonance with TOI-237 b. TOI-4336 A c has a radius of , and orbits with a period of 7.58 d an M3.5 host star which is part of a hierarchical triple system. We performed model comparison to search for non-zero eccentricities, and found that the circular transit models are statistically favoured. Dynamical simulations show that both systems are in stable configurations, and the transit timing variations expected for the TOI-237 system are of the order of seconds. TOI-237 c and TOI-4336 A c join the high-interest population of warm likely super-Earths below the so-called radius valley. In particular, TOI-237 c is a good candidate for phase curve observations with JWST/MIRI thanks to the small radius of the host star and its short period.
Disciplines :
Space science, astronomy & astrophysics
Author, co-author :
Timmermans, Mathilde ; Université de Liège - ULiège > Département d'astrophysique, géophysique et océanographie (AGO) > Exoplanets in Transit: Identification and Characterization
Dévora-Pajares, M.; University of Granada, Department of Physics, -
Pozuelos, F. J.; Institute of Astrophysics of Andalusia
Barkaoui, Khalid ; Université de Liège - ULiège > Département d'astrophysique, géophysique et océanographie (AGO) > Exoplanets in Transit: Identification and Characterization
Rojas-Ayala, B.; University of Tarapaca, Chile
Almenara, J. M.; University of Geneva, Astronomical Observatory, Institute de Planetologie et d'Astrophysique de Grenoble
Howell, S. B.; NASA Ames Research Center
Triaud, A. H. M. J.; University of Birmingham, School of Physics and Astronomy
Gillon, Michaël ; Université de Liège - ULiège > Département d'astrophysique, géophysique et océanographie (AGO)
Scott, M. G.; University of Birmingham, School of Physics and Astronomy
Davis, Y. T.; University of Birmingham, School of Physics and Astronomy
Rackham, B. V.; MIT, Department of Earth and Planetary Science
Burgasser, A. J.; Department of Astronomy &, Astrophysics, UC San Diego, 9500 Gilman Drive, La Jolla, CA 92093, USA,
Bonfils, X.; Institute de Planetologie et d'Astrophysique de Grenoble
Collins, K. A.; Center for Astrophysics, Harvard &, Smithsonian, Observatory Building E, 60 Garden St, Cambridge, MA 02138, USA
Demory, B.-O.; University of Bern, Switzerland, University of Bern, Physics Institute
Dransfield, G.; University of Oxford, Department of Astrophysics, University of Oxford Magdalen College
Ducrot, E.; Observatoire de Paris, Laboratoire d'Etudes Spatiales et d'Instrumentation en Astrophysique, CEA Saclay, Service d'Astrophysique
Fukui, A.; University of Tokyo, Japan, Astrophysical Institute of the Canaries
Ghachoui, Mourad ; Université de Liège - ULiège > Département d'astrophysique, géophysique et océanographie (AGO) > COMets METeors and Asteroids (COMETA)
Chew, Y. Gómez Maqueo; UNAM, Institute of Astronomy
Jehin, Emmanuel ; Université de Liège - ULiège > Unités de recherche interfacultaires > Space sciences, Technologies and Astrophysics Research (STAR)
Narita, N.; University of Tokyo, Japan, Astrobiology Center, Japan, Astrophysical Institute of the Canaries
Pedersen, P. P.; University of Cambridge, Department of Physics, -
Schwarz, R. P.; Center for Astrophysics, Harvard &, Smithsonian, Observatory Building E, 60 Garden St, Cambridge, MA 02138, USA
Yalçinkaya, Selçuk ; Université de Liège - ULiège > Département d'astrophysique, géophysique et océanographie (AGO) > Exoplanets in Transit: Identification and Characterization
Way, Z.; Georgia State University, Department of Physics and Astronomy
Asplund M., Grevesse N., Sauval A. J., Scott P., 2009, ARA&A, 47, 481 10.1146/annurev.astro.46.060407.145222
Bonfanti A. et al., 2024, A&A, 682, A66 10.1051/0004-6361/202348180
Bonfils X. et al., 2015, in Shaklan S., ed., Proc. SPIE Conv. Ser. Vol. 9605, Techniques and Instrumentation for Detection of Exoplanets VII. SPIE, Bellingham, p. 96051L 10.1117/12.2186999
Borucki W. J. et al., 2010, Science, 327, 977 10.1126/science.1185402
Bouchy F. et al., 2017, The Messenger, 169, 21 10.18727/0722-6691/5034
Brown T. M. et al., 2013, PASP, 125, 1031 10.1086/673168
Buchner J., 2021, J. Open Source Softw., 6, 3001 10.21105/joss.03001
Caffau E., Ludwig H.-G., Steffen M., Freytag B., Bonifacio P., 2011, Sol. Phys., 268, 255 10.1007/s11207-010-0615-8
Carrasco J. M. et al., 2021, A&A, 652, A86 10.1051/0004-6361/202141249
Chen H., Rogers L. A., 2016, ApJ, 831, 180 10.3847/0004-637X/831/2/180
Cincotta P. M., Simó C., 2000, A&AS, 147, 205 10.1051/aas:2000108
Cincotta P. M., Giordano C. M., Simó C., 2003, Phys. D: Nonlinear Phenom., 182, 151 10.1016/S0167-2789(03)00103-9
Claret A., 2018, A&A, 618, A20 10.1051/0004-6361/201833060
Claret A., Hauschildt P. H., Witte S., 2012, A&A, 546, A14 10.1051/0004-6361/201219849
Clemens J. C., Crain J. A., Anderson R., 2004, in Moorwood A. F. M., Iye M., eds, Proc. SPIE Conf. Ser., Vol. 5492, Ground-based Instrumentation for Astronomy. SPIE, Bellingham, p. 331 10.1117/12.550069
Cloutier R., Menou K., 2020, AJ, 159, 211 10.3847/1538-3881/ab8237
Cutri R. M. et al., 2003, VizieR Online Data Catalog: 2MASS All-Sky Catalog of Point Sources (Cutri+ 2003). preprint (VizieR On-line Data Catalog: II/246. Originally published in: 2003yCat.2246....0C)
Cutri R. M. et al., 2021, VizieR Online Data Catalog: AllWISE Data Release (Cutri+ 2013). preprint (VizieR On-line Data Catalog: II/328. Originally published in: IPAC/Caltech (2013))
De Angeli F. et al., 2023, A&A, 674, A2 10.1051/0004-6361/202243680
Delrez L. et al., 2018, in Marshall H. K., Spyromilio J., eds, Proc. SPIE Conf. Ser. Vol. 10700, Ground-based and Airborne Telescopes VII. SPIE, Bellingham, p. 107001I 10.1117/12.2312475
Delrez L. et al., 2022, A&A, 667, A59 10.1051/0004-6361/202244041
Demory B.-O. et al., 2020, A&A, 642, A49 10.1051/0004-6361/202038616
Dévora-Pajares M., Pozuelos F. J, Thuillier A., Timmermans M., Van Grootel V., Bonidie V., Mota L. C., Suárez J. C, 2024. MNRAS, 532, 4752 10.1093/mnras/stae1740
Dévora-Pajares M., Pozuelos F. J., Suárez J. C., González-Penedo M., Dafonte C., 2025, preprint (arXiv:2511.08768)
Dransfield G. et al., 2024, MNRAS, 527, 35 10.1093/mnras/stad1439
Dressing C. D., Charbonneau D., 2013, ApJ, 767, 95 10.1088/0004-637X/767/1/95
Garcia L. J., Timmermans M., Pozuelos F. J., Ducrot E., Gillon M., Delrez L., Wells R. D., Jehin E., 2021, Astrophysics Source Code Library, record ascl:2111.006
Garcia L. J., Timmermans M., Pozuelos F. J., Ducrot E., Gillon M., Delrez L., Wells R. D., Jehin E., 2022, MNRAS, 509, 4817 10.1093/mnras/stab3113
Giacalone S. et al., 2021, AJ, 161, 24 10.3847/1538-3881/abc6af
Gillon M., Jehin E., Magain P., Chantry V., Hutsemékers D., Manfroid J., Queloz D., Udry S., 2011a, EPJ Web Conf., 11, 06002 10.1051/epjconf/20101106002
Gillon M., Bonfils X., Demory B.-O., Seager S., Deming D., Triaud A. H. M. J., 2011b, A&A, 525, A32 10.1051/0004-6361/201014239
Gillon M. et al., 2025, preprint (arXiv:2509.02128)
Gizis J. E., Reid I. N., 1997, PASP, 109, 849 10.1086/133955
Guerrero N. M. et al., 2021, ApJS, 254, 39 10.3847/1538-4365/abefe1
Günther M. N., Daylan T., 2019, Astrophysics Source Code Library, record ascl:1903.003
Günther M. N., Daylan T., 2021, ApJS, 254, 13 10.3847/1538-4365/abe70e
Günther M. N. et al., 2019, Nat. Astron., 3, 1099 10.1038/s41550-019-0845-5
Gupta A., Schlichting H. E., 2019, MNRAS, 487, 24 10.1093/mnras/stz1230
He M. Y., Ford E. B., Ragozzine D., Carrera D., 2020, AJ, 160, 276 10.3847/1538-3881/abba18
Hippke M., Heller R., 2019, A&A, 623, A39 10.1051/0004-6361/201834672
Hippke M., David T. J., Mulders G. D., Heller R., 2019, AJ, 158, 143 10.3847/1538-3881/ab3984
Horner J. et al., 2019, AJ, 158, 100 10.3847/1538-3881/ab2e78
Howell S. B., Everett M. E., Sherry W., Horch E., Ciardi D. R., 2011, AJ, 142, 19 10.1088/0004-6256/142/1/19
Howell S. B. et al., 2014, PASP, 126, 398 10.1086/676406
Hsu D. C., Ford E. B., Terrien R., 2020, MNRAS, 498, 2249 10.1093/mnras/staa2391
Husser T.-O., Wende-von Berg S., Dreizler S., Homeier D., Reiners A., Barman T., Hauschildt P. H., 2013, A&A, 553, A6 10.1051/0004-6361/201219058
Iyer A. R. et al., 2023, ApJ, 944, 41 10.3847/1538-4357/acb2a8
Jehin E. et al., 2011, The Messenger, 145, 2
Jenkins J. M. et al., 2016, in Chiozzi G., Guzman J. C., eds, Proc. SPIE Conf. Ser. Vol. 9913, Software and Cyberinfrastructure for Astronomy IV. SPIE, Bellingham, p. 99133E 10.1117/12.2233418
Jenkins J. S., Pozuelos F. J., Tuomi M., Berdiñas Z. M., Díaz M. R., Vines J. I., Suárez J. C., Peña Rojas P. A., 2019, MNRAS, 490, 5585 10.1093/mnras/stz2937
Jensen E., 2013, Astrophysics Source Code Library, record ascl:1306.007
Kass R. E., Raftery A. E., 1995, J. Am. Stat. Assoc., 90, 773 10.1080/01621459.1995.10476572
Kempton E. M.-R. et al., 2018, PASP, 130, 114401 10.1088/1538-3873/aadf6f
Kesseli A. Y., West A. A., Veyette M., Harrison B., Feldman D., Bochanski J. J., 2017, ApJS, 230, 16 10.3847/1538-4365/aa656d
Kipping D. M., 2013, MNRAS, 435, 2152 10.1093/mnras/stt1435
Kotani T. et al., 2014, in Ramsay S. K., McLean I. S., Takami H., eds, Proc. SPIE Conf. Ser. Vol. 9147, Ground-based and Airborne Instrumentation for Astronomy V. SPIE, Bellingham, p. 914714 10.1117/12.2055075
Lépine S., Rich R. M., Shara M. M., 2003, AJ, 125, 1598 10.1086/345972
Lépine S., Rich R. M., Shara M. M., 2007, ApJ, 669, 1235 10.1086/521614
Lépine S., Hilton E. J., Mann A. W., Wilde M., Rojas-Ayala B., Cruz K. L., Gaidos E., 2013, AJ, 145, 102 10.1088/0004-6256/145/4/102
Lightkurve Collaboration, 2018, Astrophysics Source Code Library, record ascl:1812.013
Luque R., Pallé E., 2022, Science, 377, 1211 10.1126/science.abl7164
Mahadevan S. et al., 2012, in McLean I. S., Ramsay S. K., Takami H., eds, Proc. SPIE Conf. Ser. Vol. 8446, Ground-based and Airborne Instrumentation for Astronomy IV. SPIE, Bellingham, p. 84461S 10.1117/12.926102
Mann A. W., Brewer J. M., Gaidos E., Lépine S., Hilton E. J., 2013, AJ, 145, 52 10.1088/0004-6256/145/2/52
Mann A. W., Feiden G. A., Gaidos E., Boyajian T., von Braun K., 2015, ApJ, 804, 64 10.1088/0004-637X/804/1/64
Mann A. W. et al., 2019, ApJ, 871, 63 10.3847/1538-4357/aaf3bc
Maxted P. F. L., 2016, A&A, 591, A111 10.1051/0004-6361/201628579
McCully C., Volgenau N. H., Harbeck D.-R., Lister T. A., Saunders E. S., Turner M. L., Siiverd R. J., Bowman M., 2018, in Guzman J. C., Ibsen J., eds, Proc. SPIE Conf. Ser., Vol. 10707, Software and Cyberinfrastructure for Astronomy V. SPIE, Bellingham, p. 107070K 10.1117/12.2314340
Montegriffo P. et al., 2023, A&A, 674, A3 10.1051/0004-6361/202243880
Muirhead P. S. et al., 2015, ApJ, 801, 18 10.1088/0004-637X/801/1/18
Mulders G. D., Pascucci I., Apai D., 2015, ApJ, 798, 112 10.1088/0004-637X/798/2/112
Narita N. et al., 2020, in Evans C. J., Bryant J. J., Motohara K., eds, Proc. SPIE Conf. Ser. Vol. 11447, Ground-based and Airborne Instrumentation for Astronomy VIII. SPIE, Bellingham, p. 114475K 10.1117/12.2559947
Owen J. E., Wu Y., 2017, ApJ, 847, 29 10.3847/1538-4357/aa890a
Parashivamurthy H. M., Mulders G. D., 2025, A&A, 703, A8 10.1051/0004-6361/202554006
Parviainen H., Luque R., Palle E., 2024, MNRAS, 527, 5693 10.1093/mnras/stad3504
Pass E. K., Charbonneau D., Vanderburg A., 2025, ApJ, 986, L3 10.3847/2041-8213/adda39
Pecaut M. J., Mamajek E. E., 2013, ApJS, 208, 9 10.1088/0067-0049/208/1/9
Pedersen P. P. et al., 2024, in Bryant J. J., Motohara K., Vernet J. R. D., eds, Proc. SPIE Conf. Ser., Vol. 13096, Ground-based and Airborne Instrumentation for Astronomy X. SPIE, Bellingham, p. 130963X 10.1117/12.3018320
Pozuelos F. J. et al., 2020, A&A, 641, A23 10.1051/0004-6361/202038047
Pozuelos F. J. et al., 2023, A&A, 672, A70 10.1051/0004-6361/202245440
Prochaska J. et al., 2020, J. Open Source Softw., 5, 2308 10.21105/joss.02308
Prochaska J. X. et al., 2020, pypeit/PypeIt: Release 1.0.0, Zenodo doi:10.5281/zenodo.3743493
Quirrenbach A. et al., 2010, in McLean I. S., Ramsay S. K., Takami H., eds, Proc. SPIE Conf. Ser., Vol. 7735, Ground-based and Airborne Instrumentation for Astronomy III. SPIE, Bellingham, p. 773513 10.1117/12.857777
Rasmussen C. E., Williams C. K. I., 2006, Gaussian Processes for Machine Learning.
Redfield S. et al., 2024, preprint (arXiv:2404.02932)
Reid I. N., Hawley S. L., Gizis J. E., 1995, AJ, 110, 1838 10.1086/117655
Rein H., Liu S. F., 2012, A&A, 537, A128 10.1051/0004-6361/201118085
Rein H., Tamayo D., 2015, MNRAS, 452, 376 10.1093/mnras/stv1257
Ricker G. R. et al., 2015, J. Astron. Telesc. Instrum. Syst., 1, 014003 10.1117/1.JATIS.1.1.014003
Riddick F. C., Roche P. F., Lucas P. W., 2007, MNRAS, 381, 1067 10.1111/j.1365-2966.2007.12309.x
Savitzky A., Golay M. J. E., 1964, Anal. Chem., 36, 1627 10.1021/ac60214a047
Scott N. J. et al., 2021, Front. Astron. Space Sci., 8, 138 10.3389/fspas.2021.716560
Sebastian D. et al., 2021, A&A, 645, A100 10.1051/0004-6361/202038827
Speagle J. S., 2020, MNRAS, 493, 3132 10.1093/mnras/staa278
Stolker T. et al., 2020, A&A, 635, A182 10.1051/0004-6361/201937159
Timmermans M. et al., 2024, A&A, 687, A48 10.1051/0004-6361/202347981
Van Eylen V. et al., 2021, MNRAS, 507, 2154 10.1093/mnras/stab2143
Vines J. I., Jenkins J. S., 2022, MNRAS, 513, 2719 10.1093/mnras/stac956
Waalkes W. C. et al., 2021, AJ, 161, 13 10.3847/1538-3881/abc3b9
West A. A., Hawley S. L., Bochanski J. J., Covey K. R., Reid I. N., Dhital S., Hilton E. J., Masuda M., 2008, AJ, 135, 785 10.1088/0004-6256/135/3/785
Zahnle K. J., Catling D. C., 2017, ApJ, 843, 122 10.3847/1538-4357/aa7846
Zúñiga-Fernández S. et al., 2025, A&A, 702, A85 10.1051/0004-6361/202554419