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We present a study of rotation across 30 square degrees of the Orion Star-forming Complex, following a $\sim$200 d photometric monitoring campaign by the Next Generation Transit Survey (NGTS). From 5749 light curves of Orion members, we report periodic signatures for 2268 objects and analyse rotation period distributions as a function of colour for 1789 stars with spectral types F0$-$M5. We select candidate members of Orion using $\textit{Gaia}$ data and assign our targets to kinematic sub-groups. We correct for interstellar extinction on a star-by-star basis and determine stellar and cluster ages using magnetic and non-magnetic stellar evolutionary models. Rotation periods generally lie in the range 1$-$10 d, with only 1.5 per cent of classical T Tauri stars or Class I/II young stellar objects rotating with periods shorter than 1.8 d, compared with 14 per cent of weak-line T Tauri stars or Class III objects. In period$-$colour space, the rotation period distribution moves towards shorter periods among low-mass (>M2) stars of age 3$-$6 Myr, compared with those at 1$-$3 Myr, with no periods longer than 10 d for stars later than M3.5. This could reflect a mass-dependence for the dispersal of circumstellar discs. Finally, we suggest that the turnover (from increasing to decreasing periods) in the period$-$colour distributions may occur at lower mass for the older-aged population: $\sim$K5 spectral type at 1$-$3 Myr shifting to $\sim$M1 at 3$-$6 Myr., 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. 20 pages. 21 figures

We analyse 829,481 stars from the Next Generation Transit Survey (NGTS) to extract variability periods. We utilise a generalisation of the autocorrelation function (the G-ACF), which applies to irregularly sampled time series data. We extract variability periods for 16,880 stars from late-A through to mid-M spectral types and periods between 0.1 and 130 days with no assumed variability model. We find variable signals associated with a number of astrophysical phenomena, including stellar rotation, pulsations and multiple-star systems. The extracted variability periods are compared with stellar parameters taken from Gaia DR2, which allows us to identify distinct regions of variability in the Hertzsprung-Russell Diagram. We explore a sample of rotational main-sequence objects in period-colour space, in which we observe a dearth of rotation periods between 15 and 25 days. This 'bi-modality' was previously only seen in space-based data. We demonstrate that stars in sub-samples above and below the period gap appear to arise from a stellar population not significantly contaminated by excess multiple systems. We also observe a small population of long-period variable M-dwarfs, which highlight a departure from the predictions made by rotational evolution models fitted to solar-type main-sequence objects. The NGTS data spans a period and spectral type range that links previous rotation studies such as those using data from Kepler, K2 and MEarth., Comment: 22 pages, 13 figures, 3 tables. Accepted for publication in MNRAS

Full list of authors: Reefe, Michael A.; Luque, Rafael; Gaidos, Eric; Beard, Corey; Plavchan, Peter P.; Cointepas, Marion; Cale, Bryson L.; Palle, Enric; Parviainen, Hannu; Feliz, Dax L.; Eastman, Jason; Stassun, Keivan; Gagné, Jonathan; Jenkins, Jon M.; Boyd, Patricia T.; Kidwell, Richard C.; McDermott, Scott; Collins, Karen A.; Fong, William; Guerrero, Natalia; Almenara-Villa, Jose-Manuel; Bean, Jacob; Beichman, Charles A.; Berberian, John; Bieryla, Allyson; Bonfils, Xavier; Bouchy, François; Brady, Madison; Bryant, Edward M.; Cacciapuoti, Luca; Cañas, Caleb I.; Ciardi, David R.; Collins, Kevin I.; Crossfield, Ian J. M.; Dressing, Courtney D.; Eigmüller, Philipp; El Mufti, Mohammed; Esparza-Borges, Emma; Fukui, Akihiko; Gao, Peter; Geneser, Claire; Gnilka, Crystal L.; Gonzales, Erica; Gupta, Arvind F.; Halverson, Sam; Hearty, Fred; Howell, Steve B.; Irwin, Jonathan; Kanodia, Shubham; Kasper, David; Kodama, Takanori; Kostov, Veselin; Latham, David W.; Lendl, Monika; Lin, Andrea; Livingston, John H.; Lubin, Jack; Mahadevan, Suvrath; Matson, Rachel; Matthews, Elisabeth; Murgas, Felipe; Narita, Norio; Newman, Patrick; Ninan, Joe; Osborn, Ares; Quinn, Samuel N.; Robertson, Paul; Roy, Arpita; Schlieder, Joshua; Schwab, Christian; Seifahrt, Andreas; Smith, Gareth D.; Sohani, Ahmad; Stefánsson, Guðmundur; Stevens, Daniel; Stürmer, Julian; Tanner, Angelle; Terrien, Ryan; Teske, Johanna; Vermilion, David; Wang, Sharon X.; Wittrock, Justin; Wright, Jason T.; Zechmeister, Mathias; Zohrabi, Farzaneh.--This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited., We present the validation of a transiting low-density exoplanet orbiting the M2.5 dwarf TOI 620 discovered by the NASA Transiting Exoplanet Survey Satellite (TESS) mission. We utilize photometric data from both TESS and ground-based follow-up observations to validate the ephemerides of the 5.09 day transiting signal and vet false-positive scenarios. High-contrast imaging data are used to resolve the stellar host and exclude stellar companions at separations ≳0farcs2. We obtain follow-up spectroscopy and corresponding precise radial velocities (RVs) with multiple precision radial velocity (PRV) spectrographs to confirm the planetary nature of the transiting exoplanet. We calculate a 5σ upper limit of MP < 7.1 M⊕ and ρP < 0.74 g cm−3, and we identify a nontransiting 17.7 day candidate. We also find evidence for a substellar (1–20 MJ) companion with a projected separation ≲20 au from a combined analysis of Gaia, adaptive optics imaging, and RVs. With the discovery of this outer companion, we carry out a detailed exploration of the possibilities that TOI 620 b might instead be a circum-secondary planet or a pair of eclipsing binary stars orbiting the host in a hierarchical triple system. We find, under scrutiny, that we can exclude both of these scenarios from the multiwavelength transit photometry, thus validating TOI 620 b as a low-density exoplanet transiting the central star in this system. The low density of TOI 620 b makes it one of the most amenable exoplanets for atmospheric characterization, such as with the James Webb Space Telescope and Ariel, validated or confirmed by the TESS mission to date. © 2022. The Author(s). Published by the American Astronomical Society., M.A.R. and P.P.P. acknowledge support from NASA (Exoplanet Research Program Award #80NSSC20K0251, TESS Cycle 3 Guest Investigator Program Award #80NSSC21K0349, JPL Research and Technology Development, and Keck Observatory Data Analysis) and the NSF (Astronomy and Astrophysics grant Nos. 1716202 and 2006517), and the Mt Cuba Astronomical Foundation. R.L. acknowledges financial support from the Spanish Ministerio de Ciencia e Innovación, through project PID2019-109522GB-C52, and the Centre of Excellence "Severo Ochoa" award to the Instituto de Astrofísica de Andalucía (SEV-2017-0709). This work is partly supported by JSPS KAKENHI grant No. P17H04574, JP18H05439, JP20K14518, JP21K13975, JST CREST grant No. JPMJCR1761, and the Astrobiology Center of National Institutes of Natural Sciences (NINS) (grant Nos. AB022006, AB031010, AB031014). This work is partly financed by the Spanish Ministry of Economics and Competitiveness through grant No. PGC2018-098153-B-C31. V.K. gratefully acknowledges support from NASA via grant No. NNX17AF81G. M.L. acknowledges support from the Swiss National Science Foundation under grant No. PCEFP2_194576. The contribution of M.L. has been carried out within the framework of the NCCR PlanetS supported by the Swiss National Science Foundation. C.I.C. acknowledges support by NASA Headquarters under the NASA Earth and Space Science Fellowship Program through grant No. 80NSSC18K1114. NEID is funded by NASA/JPL under contract 1547612. We acknowledge support from NSF grant Nos. AST-190950 and 1910954.

The COVID-19 pandemic prompted a sudden rethinking of how music was taught and learned. Prior to the pandemic, the web-based digital audio workstation Soundtrap emerged as a leading platform for creating music online. The present study examined the growth of Soundtrap’s usage during the COVID-19 pandemic. Using machine-learning methods, we analyzed anonymized user data from Soundtrap’s 1.6 million educational users in the United States to see if the pandemic affected Soundtrap’s education user base and, if so, to what extent. An exploratory data analysis demonstrated a large increase in Soundtrap’s user base beyond five standard deviations beginning in March 2020. A subsequent changepoint analysis identified March 17, 2020, as the day this shift occurred. Finally, we created a SARIMAX model using data prior to March 17 to forecast expected growth. This model was unable to account for user growth after March 17, showing highly anomalous growth rates outside of the model’s confidence interval. We discuss how this shift affects music education practices and what it portends for our field. In addition, we explore the role of machine learning and artificial intelligence as a method for research in the music education field.