planetary systems; planets and satellites: detection; software: data analysis; techniques: photometric; Continuous development; Exo-planets; Performance; Planetary system; Planets and satellites: detections; Public data; Satellite mission; Software data; Software: data analyse; Techniques: photometric; Astronomy and Astrophysics; Space and Planetary Science; astro-ph.EP; astro-ph.IM
Abstract :
[en] The launches of NASA Kepler and Transiting Exoplanet Survey Satellite (TESS) missions have significantly enhanced the interest in the exoplanet field during the last 15 yr, providing a vast amount of public data that are being exploited by the community thanks to the continuous development of new analysis tools. However, using these tools is not straightforward, and users must dive into different codes, input–output formats, and methodologies, hindering an efficient and robust exploration of the available data. We present the SHERLOCK pipeline, an end-to-end public software that allows the users to easily explore observations from space-based missions such as TESS or Kepler to recover known planets and candidates issued by the official pipelines and search for new planetary candidates that remained unnoticed. The pipeline incorporates all the steps to search for transit-like features, vet potential candidates, provide statistical validation, conduct a Bayesian fitting, and compute observational windows from ground-based observatories. Its performance is tested against a catalogue of known and confirmed planets from the TESS mission, trying to recover the official TESS Objects of Interest (TOIs), explore the existence of companions that have been missed, and release them as new planetary candidates. SHERLOCK demonstrated an excellent performance, recovering 98 per cent of the TOIs and confirmed planets in our test sample and finding new candidates. Specifically, we release four new planetary candidates around the systems WASP-16 (with P ∼ 10.46 d and R ∼ 2.20 R⊕), HAT-P-27 (with P ∼ 1.20 d and R ∼ 4.33 R⊕), HAT-P-26 (with P ∼ 6.59 d and R ∼ 1.97 R⊕), and TOI-2411 (with P ∼ 18.75 d and R ∼ 2.88 R⊕).
Disciplines :
Space science, astronomy & astrophysics
Author, co-author :
Dévora-Pajares, Martín ; Dpto. Física Teórica y del Cosmos, Universidad de Granada, Granada, Spain ; Avature Machine Learning, Madrid, Spain
Pozuelos, Francisco J.; Instituto de Astrofísica de Andalucía (IAA-CSIC), Granada, Spain
Thuillier, Antoine ; Université de Liège - ULiège > Unités de recherche interfacultaires > Space sciences, Technologies and Astrophysics Research (STAR) ; Institut d’Astronomie et d’Astrophysique, Université Libre de Bruxelles (ULB), Bruxelles, Belgium
Van Grootel, Valérie ; Université de Liège - ULiège > Département d'astrophysique, géophysique et océanographie (AGO) > Astrophysique stellaire théorique et astérosismologie
Bonidie, Victoria; Department of Physics and Astronomy, University of Pittsburgh, Pittsburgh, United States ; Pittsburgh Particle Physics, Astrophysics, and Cosmology Center (PITT PACC), University of Pittsburgh, Pittsburgh, United States
Mota, Luis Cerdeño; Promociones y Construcciones Pryconsa SL, Madrid, Spain
Suárez, Juan C. ; Dpto. Física Teórica y del Cosmos, Universidad de Granada, Granada, Spain
Language :
English
Title :
The SHERLOCK pipeline: new exoplanet candidates in the WASP-16, HAT-P-27, HAT-P-26, and TOI-2411 systems
AEI - Agencia Estatal de Investigación Spanish State Research Agency French-Speaking Community of Belgium FRIA - Fonds pour la Formation à la Recherche dans l'Industrie et dans l'Agriculture F.R.S.-FNRS - Fonds de la Recherche Scientifique
Funding text :
We thank the anonymous referee for the helpful comments. FJP acknowledges financial support from the Severo Ochoa grant CEX2021-001131-S funded by MCIN/AEI/10.13039/501100011033 and through the project PID2022-137241NB-C43. Funding for open access charge: Universidad de Granada / CBUA. We acknowledge support from the Spanish Ministry of Science through the project PID2019-107061GB-C64/SRA (Spanish State Research Agency/10.13039/501100011033). This publication benefits from the support of the French Community of Belgium in the context of the FRIA Doctoral Grant awarded to MT. VVG is an F.R.S. \u2013 FNRS Research Associate.
Commentary :
23 pages, 14 figures, 4 tables, This article has been accepted for
publication in Monthly Notices of the Royal Astronomical Society Published by
Oxford University Press on behalf of the Royal Astronomical Society
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