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TOI-4600 b and c: Two Long-period Giant Planets Orbiting an Early K Dwarf

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Published 2023 August 30 © 2023. The Author(s). Published by the American Astronomical Society.
, , Citation Ismael Mireles et al 2023 ApJL 954 L15 DOI 10.3847/2041-8213/aceb69

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2041-8205/954/1/L15

Abstract

We report the discovery and validation of two long-period giant exoplanets orbiting the early K dwarf TOI-4600 (V = 12.6, T = 11.9), first detected using observations from the Transiting Exoplanet Survey Satellite (TESS) by the TESS Single Transit Planet Candidate Working Group. The inner planet, TOI-4600 b, has a radius of 6.80 ± 0.31 R and an orbital period of 82.69 days. The outer planet, TOI-4600 c, has a radius of 9.42 ± 0.42 R and an orbital period of 482.82 days, making it the longest-period confirmed or validated planet discovered by TESS to date. We combine TESS photometry and ground-based spectroscopy, photometry, and high-resolution imaging to validate the two planets. With equilibrium temperatures of 347 K and 191 K, respectively, TOI-4600 b and c add to the small but growing population of temperate giant exoplanets that bridge the gap between hot/warm Jupiters and the solar system's gas giants. TOI-4600 is a promising target for further transit and precise RV observations to measure the masses and orbits of the planets as well as search for additional nontransiting planets. Additionally, with Transit Spectroscopy Metric values of ∼30, both planets are amenable for atmospheric characterization with JWST. Together, these will lend insight into the formation and evolution of planet systems with multiple giant exoplanets.

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1. Introduction

There are now over 5000 29 verified (confirmed and/or validated) exoplanets, and they have shed light on the formation, evolution, and general properties of planets. Nonetheless, there are still many open questions regarding these topics and of particular note, are questions regarding long-period planets. As a result of the well-known selection biases (Winn & Fabrycky 2015) in the radial velocity (RV) and transit methods toward larger, closer-in planets, only ∼20% of the over 5000 verified exoplanets have orbital periods longer than 50 days. While hot Jupiters and, to a lesser extent, warm Jupiters have been well characterized, the longer-period gas giant regime has been explored much less due to the aforementioned biases in current observing techniques. These planets bridge the gap between the well-studied hot Jupiters and the solar system gas giants, and studying them further and determining their properties will give more insight into planet formation and evolution models (Dalba et al. 2022). While RV surveys and Kepler have found dozens of long-period giant exoplanets, fewer than 20 have both precisely measured (>3σ) masses and radii. As a result, not much is known about the planets' compositions or the relationship between the properties of the planets and their host stars.

The NASA Transiting Exoplanet Survey Satellite (TESS) mission has already led to the discovery of new long-period planets with measured masses and radii (Ricker et al. 2015). Stars in and near TESS's continuous viewing zones are ideal for long-period planet detection because of the long, continuous observing baselines. Planets discovered in these viewing regions include TOI-813 b, TOI-201 b, and TOI-1670 c (Eisner et al. 2020; Hobson et al. 2021; Tran et al. 2022, respectively), all of which have orbital periods greater than 40 days. However, for stars located away from the continuous viewing zones, many long-period planets exhibit only one transit during the time span of observations. As a result, follow-up RV and photometric observations are needed to determine the orbital period. This has been done to confirm multiple planets, such as TOI-2180 b, NGTS 11 b (TOI-1847 b), and HD 95338 b (TOI-1793 b; Díaz et al. 2020; Gill et al. 2020; Dalba et al. 2022, respectively).

Of the aforementioned planets, TOI-1670 c and NGTS 11 b have interior companions of Neptune size or smaller (Ivshina & Winn 2022; Tran et al. 2022). Additionally, TOI-201 b may have an interior companion, the super-Earth planet candidate TOI 201.02. 30 The presence, or lack thereof, of companions to these planets give insight into the formation and evolution of these systems. There are various formation and evolution scenarios for hot and warm Jupiters, including in situ formation (Boley et al. 2016), disk migration (Baruteau et al. 2014), and high-eccentricity migration (Petrovich & Tremaine 2016). In situ formation and disk migration allow for the existence of both inner and nearby outer companions, while high-eccentricity migration precludes the presence of inner companions in most cases (Huang et al. 2016).

Here we present the discovery and validation of the TOI-4600 system, which consists of an early K dwarf with two long-period giant planets originally detected by TESS: TOI-4600 b and c, with periods of 82.7 days and 482.8 days, respectively. We describe the original TESS detections and follow-up observations used to characterize and statistically validate the two planets in Section 2. In Section 3, we present a detailed analysis of the data in order to determine the stellar and planetary parameters and detail the statistical validation procedure used to rule out false-positive scenarios. We discuss the broader context of this system in the growing population of temperate and cool giant exoplanets and prospects for future observations in Section 4.

2. Observations

2.1. TESS Photometry

TOI-4600 (TIC 232608943; V = 12.6) was observed by TESS Cameras 3 and 4 for 20 sectors to date. It was observed in only the Full Frame Image (FFI) observations from Sector 14 to Sector 19 (UT 2019 July 18 to UT 2019 December 24) and Sector 21 to Sector 26 (UT 2020 January 21 to UT 2020 July 4). It was then observed in 2 minute cadence in Sectors 40 and 41 (UT 2021 June 24 to UT 2021 August 20), Sectors 47–49 (UT 2021 December 30 to UT 2022 March 26), and Sectors 51–53 (UT 2022 April 22 to UT 2022 July 9). TESS observations were interrupted between each of the 13.7 day long orbits of the satellite when data were downloaded to Earth. The TESS Science Processing Operations Center (SPOC) pipeline (Jenkins et al. 2016) at NASA Ames Research Center calibrated the FFIs and processed the 2 minute data, producing two light curves per sector called Simple Aperture Photometry (SAP) and Presearch Data Conditioning SAP (PDCSAP; Smith et al. 2012; Stumpe et al. 2012, 2014), the latter of which is corrected for instrumental signatures, screened for outliers, and corrected for crowding effects. The TESS-SPOC pipeline (Caldwell et al. 2020) extracted photometry from the SPOC-calibrated FFIs.

TOI-4600 b was first identified as a planet candidate over a year prior to becoming a TESS Object of Interest (TOI 4600.01; Guerrero et al. 2021), by the TESS Single Transit Planet Candidate Working Group (TSTPC WG). The TSTPC WG focuses on searching light curves produced by the Quick-Look Pipeline (QLP; Huang et al. 2020) for single transit events, and validating and/or confirming those that are true planets, with the aim of increasing the yield of intermediate-to-long-period planets found by TESS (Villanueva & Dragomir 2019; Huang et al. 2020).

The TSTPC WG identified two ∼0.5% deep transits, one in Sector 16 and one in Sector 22 for TOI-4600 b. Further inspection of the QLP light curve revealed additional transits in Sectors 19 and 25, confirming the period to be 82.69 days (Figure 1). It also revealed an additional ∼1% deep transit in Sector 17, which we designate TOI-4600 c. 2 minute cadence data from the Extended Mission have revealed additional transits for both planets, including a transit in Sector 53 of nearly identical depth and duration as that of the transit of TOI-4600 c in Sector 17. We consider this transit in Sector 53 to also be of TOI-4600 c, allowing us to constrain the orbital period to only two possible values, as detailed in Section 3.2. The TESS apertures for TOI-4600 include two neighbors with ΔG < 8 (Figure 2), although both are 6 mag fainter than TOI-4600 and thus too faint to be the sources of the transits. We use vetting (Hedges 2021) to rule out centroid offsets for the transits of both TOI-4600 b and c, as detailed in Section 3.3.

Figure 1.

Figure 1. Top: full TESS PDCSAP light curve of TOI-4600 showing four clear transits of TOI-4600 b and two transits of TOI-4600 c. An additional transit of TOI-4600 b is obscured by a sudden systematic increase in flux due to scattered light near TBJD 1850 while another transit at TBJD 2750 is obscured by a transit of TOI-4600 c that occurs 1.5 days later. Another transit of TOI-4600 b near TBJD 2419 occurred during a downlink gap and thus was not observed by TESS. The apparent difference in the transit depths is due to the different time resolutions, with the left portion showing 30 minute data and the middle and right portions showing 2 minute data. Bottom left: phase-folded detrended 2 (gray) and 30 minute (black) TESS data and best-fit model for TOI-4600 b. Bottom right: same as the bottom left but for TOI-4600 c.

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Figure 2.

Figure 2. TESS target pixel file image of TOI-4600 for Sector 53 made using tpfplotter (Aller et al. 2020).

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2.2. Ground-based Photometry

The TESS pixel scale is ∼21'' pixel−1, and photometric apertures typically extend out to roughly 1', which generally results in multiple stars blending in the TESS aperture (Figure 2). We conducted ground-based photometric follow-up observations of TOI-4600 as part of the TESS Follow-up Observing Program (TFOP; Collins 2019) 31 Sub Group 1 to attempt to rule out or identify nearby eclipsing binaries (NEBs) as potential sources of the TESS detection, measure the transit-like event on target to confirm the depth and thus the TESS photometric deblending factor, and refine the TESS ephemeris. We used TESS Transit Finder, which is a customized version of the Tapir software package (Jensen 2013), to schedule our transit observations.

2.2.1. Las Cumbres Observatory

We observed a transit egress of TOI-4600 b from the Las Cumbres Observatory Global Telescope (LCOGT; Brown et al. 2013) 1.0 m network node at Teide observatory on the island of Tenerife on UTC 2021 July 23 in the Sloan $r^{\prime} $ band, and a transit ingress (×2) at McDonald Observatory on UTC 2022 September 10 in the Sloan $i^{\prime} $ band with an exposure time of 31 s.

The 1 m telescopes are equipped with 4096 × 4096 SINISTRO cameras having an image scale of 0farcs389 pixel–1, resulting in a $26^{\prime} \times 26^{\prime} $ field of view. The images were calibrated by the standard LCOGT BANZAI pipeline (McCully et al. 2018). The differential photometric data were extracted using AstroImageJ (Collins et al. 2017) with circular photometric apertures having radius 3farcs9. The target star aperture excludes the flux of the nearest Gaia DR3 and TESS Input Catalog (TIC) neighbor (TIC 232608942) 16'' southeast of the target. Both of the partial transits were detected on target using 3farcs1–3farcs9 apertures uncontaminated by known Gaia DR3 and TIC neighbors.

2.2.2. Wendelstein Observatory

We observed the same event in the Sloan $i^{\prime} $ band using the Wendelstein Wide Field Imager, which is a wide-field camera consisting of four 4096 × 4096 CCD detectors and is located on the 2.1 m Fraunhofer Telescope at the Wendelstein Observatory located near Bayrischzell, Germany (Kosyra et al. 2014). The differential photometric data were extracted using AstroImageJ, and a transit egress is detected on target.

2.2.3. Kotizarovci Observatory

We also observed this transit egress from the Kotizarovci Private Observatory 0.3 m telescope near Viskovo, Croatia on UTC 2021 July 23 in the Baader R 610 nm longpass band. The Kotizarovci telescope is equipped with a 765 × 510 pixel SBIG ST7XME camera having an image scale of 1farcs2 pixel–1, resulting in a $15^{\prime} \times 10^{\prime} $ field of view. The images were calibrated and the differential photometric data were extracted using AstroImageJ with circular photometric apertures having radius 7farcs2. The target star aperture excludes the flux of the nearest Gaia EDR3 and TIC neighbor (TIC 232608942) 16'' southeast of the target. The transit egress was detected on target.

2.2.4. Whitin Observatory

We observed TOI-4600 on UT 2021 July 24 in the Sloan z band with the 0.7 m telescope at the Wellesley College Whitin Observatory in Massachusetts. We used a 2048 × 2048 FLI Proline camera with a pixel scale of 0farcs68. We reduced and extracted time-series differential photometry in an uncontaminated 5farcs2 aperture using AstroImageJ. The observations were intended to measure an egress of TOI-4600 b on one possible ephemeris; however the ephemeris was later revised and refined with subsequent 2 minute data with the result that we captured only postegress baseline for the event.

2.3. TRES Spectroscopy

We obtained nine reconnaissance spectra of TOI-4600 using the Tillinghast Reflector Echelle Spectrograph (TRES) on the 1.5 m Tillinghast telescope at the Fred L. Whipple Observatory (FLWO) on Mt. Hopkins in Arizona (Fűrész 2008). The nine spectra span dates from 2021 May 31 to 2022 September 28, spanning the full orbit of TOI-4600 b and from phase 0 to 0.5 for TOI-4600 c, and range in signal-to-noise ratios from 21.9 to 35.4 (Table 1). TRES spectra were extracted using procedures outlined in Buchhave (2010) and a multiorder relative velocity analysis was then performed by cross-correlating, order by order, the strongest observed spectrum as a template, against all other spectra. We use the Stellar Parameter Classification (SPC) tool to derive spectroscopic parameters (Teff, $\mathrm{log}\,g$, $v\,\sin \,i$, and [m/H]) for each spectrum (Buchhave et al. 2012). We use the spectroscopic parameters to determine the physical parameters of the host star, as described in Section 3.1. We also use the RVs to rule out brown dwarf and stellar mass companions as the sources of the transits, as detailed in Section 3.3.

2.4. High Angular Resolution Imaging

As part of our standard process for validating transiting exoplanets to assess the possible contamination of bound or unbound companions on the derived planetary radii (Ciardi et al. 2015), we observed TOI-4600 with a combination of high-resolution resources including near-infrared (NIR) adaptive optics (AO) imaging at Palomar Observatory. While the optical observations tend to provide higher resolution, the NIR AO tend to provide better sensitivity, especially to lower-mass stars. The combination of the observations in multiple filters enables better characterization for any companions that may be detected. The Palomar Observatory observations of TOI-4600 were made with the PHARO instrument (Hayward et al. 2001) behind the natural guide star AO system P3K (Dekany et al. 2013) on 2021 June 19 and 2021 June 21 in a standard five-point quincunx dither pattern with steps of 5'' in the narrow-band Brγ filter (λo = 2.1686 μm; Δλ = 0.0326 μm). Each dither position was observed three times, offset in position from each other by 0farcs5 for a total of 15 frames, with an integration time of 29.7 s per frame, respectively for total on-source times of 445.5 s. PHARO has a pixel scale of 0farcs025 pixel–1 for a total field of view of ∼25''.

The AO data were processed and analyzed with a custom set of IDL tools. The science frames were flat fielded and sky subtracted. The flat fields were generated from a median average of dark-subtracted flats taken on sky. The flats were normalized such that the median value of the flats is unity. The sky frames were generated from the median average of the 15 dithered science frames; each science image was then sky subtracted and flat fielded. The reduced science frames were combined into a single combined image using an intrapixel interpolation that conserves flux, shifts the individual dithered frames by the appropriate fractional pixels, and median coadds the frames. The final resolutions of the combined dithers were determined from the FWHM of the point spread functions: 0farcs12 on 2022 June 19 and 0farcs10 on 2022 June 21.

The sensitivities of the final combined AO image were determined by injecting simulated sources azimuthally around the primary target every 20° at separations of integer multiples of the central source's FWHM (Furlan et al. 2017). The brightness of each injected source was scaled until standard aperture photometry detected it with 5σ significance. The resulting brightness of the injected sources relative to TOI-4600 set the contrast limits at that injection location. The final 5σ limit at each separation was determined from the average of all of the determined limits at that separation and the uncertainty on the limit was set by the rms dispersion of the azimuthal slices at a given radial distance. The final sensitivity curve for the Palomar data is shown in Figure 3. No additional stellar companions were detected on either night of observing.

Figure 3.

Figure 3. Top left: ground-based photometry from LCO, Wendelstein Observatory, Kotizarovci Observatory, and Whitin Observatory showing a transit from TOI-4600 b with the best-fit model overlaid. Top right: Palomar NIR AO imaging and sensitivity curves for TOI-4600 taken in the Brγ filter. The images were taken in good seeing conditions, and we reach a contrast of ∼7 mag fainter than the host star within 0farcs5. Inset: image of the central portion of the data, centered on the star. Bottom: RVs extracted from the TRES reconnaissance spectra taken over the span of over a year and best-fit radvel model.

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2.5. Gaia Assessment

In addition to the high-resolution imaging, we have utilized Gaia to identify any wide stellar companions that may be bound members of the system. Typically, these stars are already in the TIC and their flux dilution to the transit has already been accounted for in the transit fits and associated derived parameters. Based upon similar parallaxes and proper motions (Mugrauer & Michel 2020, 2021), there are no additional widely separated companions identified by Gaia.

Additionally, the Gaia DR3 astrometry provides additional information on the possibility of inner companions that may have gone undetected by either Gaia or the high-resolution imaging. The Gaia renormalized unit weight error (RUWE) is a metric, similar to a reduced chi-square, where values that are ≲1.4 indicate that the Gaia astrometric solution is consistent with the star being single whereas RUWE values ≳1.4 may indicate excess astrometric noise, possibly caused the presence of an unseen companion (e.g., Ziegler et al. 2020). TOI-4600 has a Gaia DR3 RUWE value of ∼1 indicating that the astrometric fits are consistent with the single star model.

Table 1. TRES Relative RVs

TimeRV a UncertaintyInstrument
BJD(m s−1)(m s−1) 
2,459,365.812259.827.3TRES
2,459,401.8084131.330.2TRES
2,459,416.7340−97.536.7TRES
2,459,468.6876176.233.3TRES
2,459,486.6443177.424.3TRES
2,459,767.7109108.529.3TRES
2,459,771.82130.030.2TRES
2,459,819.7504133.231.0TRES
2,459,850.707478.123.6TRES

Note.

a The Gaia DR3 RV is 10.62 ± 0.80 km s−1 (Gaia Collaboration et al. 2022).

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3. Data Analysis

3.1. Host Star Parameters

3.1.1. MESA Isochrones and Stellar Tracks Analysis

As noted in Section 2.3, we use the SPC tool on the TRES spectra to derive initial values for the spectral parameters of the host star, obtaining Teff = 5200 K, log g = 4.6, and [m/H] = 0.15. We then used the spectroscopic parameters along with the Gaia DR3 parallax and magnitudes (G, BP , and RP ), Two Micron All Sky Survey (2MASS) magnitudes (J, H, and KS ), and Wide-field Infrared Survey Explorer (WISE) magnitudes (W1, W2, and W3) to perform an isochrone fit in order to constrain further the spectroscopic parameters and derive the physical parameters of the host star. The spectroscopic parameters, parallax, and magnitudes are used as priors to determine the goodness of fit. We use the isochrone package (Morton 2015) to generate the isochrone models used to sample the stellar parameters and find the best-fit parameters by using a Markov Chain Monte Carlo (MCMC) routine using the emcee package (Foreman-Mackey et al. 2013). The routine consists of 40 independent walkers each taking 25,000 steps, of which the first 2000 are discarded as burn-in. emcee checks whether the chains have converged by determining if the total number of steps is at least 100 times the autocorrelation time, as is the case with the routine here. The fitted spectroscopic parameters and derived physical parameters, including stellar age, of the host star are reported in Table 2, and are consistent with a K1V star (Pecaut & Mamajek 2013). We inflate the uncertainties of the parameters derived from the isochrone modeling in order to correct for the underestimated uncertainties commonly seen with stellar evolutionary models, adding the systematic uncertainty floors from Tayar et al. (2022) in quadrature to the uncertainties from the isochrone modeling.

Table 2. System Information

Stellar ParameterValueSourcePlanet ParameterTOI-4600 bTOI-4600 c
TIC232608943TIC v8 a Fitted parameters
R.A.17:13:48.09Gaia DR3 b q1,TESS ${0.31}_{-0.14}^{+0.24}$
Decl.+64:33:58.22Gaia DR3 b q2,TESS ${0.34}_{-0.21}^{+0.33}$
μra (mas yr−1)7.625 ± 0.012Gaia DR3 b Rp /R ${0.0769}_{-0.0017}^{+0.0021}$ ${0.1067}_{-0.0026}^{+0.0024}$
μdec (mas yr−1)0.266 ± 0.016Gaia DR3 b (R + Rp )/a ${0.01161}_{-0.00052}^{+0.00060}$ ${0.00362}_{-0.00015}^{+0.00017}$
Parallax (mas)4.620 ± 0.011Gaia DR3 b $\cos i$ ${0.0041}_{-0.0025}^{+0.0016}$ 0.00169 ${}_{-0.00056}^{+0.00038}$
Epoch2016.0Gaia DR3 b T0 (BJD – 2,457,000) ${2750.1421}_{-0.0019}^{+0.0020}$ 2751.6008 ± 0.0020
B (mag)13.487 ± 0.048AAVSO DR9 c P (days)82.6869 ± 0.0003 ${482.8191}_{-0.0017}^{+0.0018}$
V (mag)12.577 ± 0.034AAVSO DR9 c $\sqrt{e}\,\cos \,\omega $ ${0.01}_{-0.52}^{+0.55}$ ${0.04}_{-0.55}^{+0.54}$
Gaia (mag)12.43401 ± 0.00027Gaia DR3 b $\sqrt{e}\,\sin \,\omega $ −0.30${}_{-0.16}^{+0.20}$ ${0.10}_{-0.22}^{+0.20}$
BP 12.92036 ± 0.00285Gaia DR3 b ln σGP,s −6.92${}_{-0.37}^{+0.66}$
RP 11.82667 ± 0.00380Gaia DR3 b ln ρGP,s −0.33${}_{-0.73}^{+0.82}$
TESS (mag)11.8787 ± 0.006TIC v8 a offsetGP,s ${0.0007}_{-0.0007}^{+0.0005}$
J (mag)11.075 ± 0.0232MASS d ln σGP,l −6.48${}_{-0.30}^{+0.41}$
H (mag)10.659 ± 0.0212MASS d ln ρGP,l ${0.59}_{-0.58}^{+0.68}$
KS (mag)10.571 ± 0.0182MASS d offsetGP,l 0.001 ± 0.001
M (M)0.89 ± 0.05This workln σTESS,s −5.85 ± 0.02
R (R)0.81 ± 0.03This workln σTESS,l −7.10 ± 0.05
ρ (g cm−3)2.36 ± 0.29This work   
L (L)0.42 ± 0.02This work Derived parameters
Teff (K)5170 ± 120This work i (°) ${89.76}_{-0.10}^{+0.14}$ ${89.90}_{-0.02}^{+0.03}$
[Fe/H]0.16 ± 0.08This work a (au)0.349 ± 0.0211.152 ± 0.068
log g 4.57 ± 0.02This work b ${0.39}_{-0.24}^{+0.17}$ ${0.46}_{-0.19}^{+0.10}$
Age (Gyr) ${2.3}_{-1.6}^{+2.8}$ This work Ttot e (hr) ${7.54}_{-0.13}^{+0.14}$ ${11.14}_{-0.19}^{+0.20}$
$v\,\sin i$ (km s−1)2.5 ± 1.3This work Tfull f (hr) ${6.26}_{-0.20}^{+0.15}$ ${8.47}_{-0.33}^{+0.30}$
    Rp (R) ${6.80}_{-0.30}^{+0.31}$ ${9.42}_{-0.41}^{+0.42}$
    Rp (RJ) ${0.607}_{-0.026}^{+0.028}$ 0.841 ± 0.037
    e ${0.25}_{-0.17}^{+0.33}$ ${0.21}_{-0.14}^{+0.29}$
    ω ${260}_{-57}^{+70}$ ${142}_{-116}^{+148}$
    Teq g (K) ${347}_{-11}^{+12}$ 191 ± 6

Notes.

a Stassun et al. (2018b). b Gaia Collaboration et al. (2021). c Henden et al. (2016). d Cutri et al. (2003). e From first to last (fourth) contacts. f From second to third contacts. g Assuming an albedo of 0.3 and emissivity of 1.

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3.1.2. SED Analysis

As an independent determination of the basic stellar parameters, we performed an analysis of the broadband spectral energy distribution (SED) of the star together with the Gaia DR3 parallax (with no systematic offset applied; see, e.g., Stassun & Torres 2021), in order to determine an empirical measurement of the stellar radius, following the procedures described in Stassun & Torres (2016) and Stassun et al. (2017, 2018a). We pulled the JHKS magnitudes from 2MASS, the W1−W4 magnitudes from WISE, and the G, GBP, and GRP magnitudes from Gaia. We also used the UVW1 and U-band measurements from the Swift satellite. Together, the available photometry spans the full stellar SED over the wavelength range 0.3–20 μm (see Figure 4).

Figure 4.

Figure 4. SED of TOI-4600. Red symbols represent the observed photometric measurements, where the horizontal bars represent the effective width of the passband. Blue symbols are the model fluxes from the best-fit Kurucz atmosphere model (black).

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We performed a fit using Kurucz stellar atmosphere models, with the free parameters being the effective temperature (Teff), surface gravity ($\mathrm{log}g$), and metallicity ([Fe/H]). The remaining free parameter is the extinction AV , which we limited to the maximum line-of-sight value from the Galactic dust maps of Schlegel et al. (1998). The resulting fit (Figure 4) has a reduced χ2 of 1.3 with best-fit AV = 0.04 ± 0.04, Teff = 5075 ± 75 K, $\mathrm{log}g=4.5\pm 0.5$, and [Fe/H] = −0.2 ± 0.3. Integrating the model SED gives the bolometric flux at Earth, Fbol = 2.791 ± 0.066 × 10−10 erg s−1 cm−2. Taking the Fbol and Teff together with the Gaia parallax, gives the stellar radius, R = 0.827 ± 0.026 R. In addition, we can estimate the stellar mass from the empirical relations of Torres et al. (2010), giving M = 0.81 ± 0.10 M. These parameters are consistent with those derived using the isochrone models at the 1σ level.

3.2. Orbital Period of the Outer Candidate

The second transit of TOI-4600 c observed in Sector 53 meant the possible periods were reduced to a finite number of aliases of the separation between the two transits. As an initial check that the two transit events are caused by the same planet, we model each event independently using allesfitter (Günther & Daylan 2021; see Section 3.4 for a more detailed description) in order to obtain estimates for the planet radius and orbital period, assuming a circular orbit. We obtain a planet radius of ${9.42}_{-0.29}^{+0.37}\,{R}_{\oplus }$ and ${9.53}_{-0.25}^{+0.28}\,{R}_{\oplus }$ for the first and second transits, respectively. For the orbital periods, we obtain estimates of ${360}_{-100}^{+170}$ days and ${324}_{-58}^{+84}$ days, respectively. We find these values agree with each other to within 1σ and therefore we safely assume from this point on that these two events are caused by the same source and hence planetary candidate.

In order to assess the potential orbital periods for TOI-4600 c, we first fitted the available TESS transits jointly using the MonoTools method outlined in Osborn et al. (2022). This fits the impact parameter, transit duration, and radius ratio in a way that is agnostic of the exoplanet period using the exoplanet fitting package (Foreman-Mackey et al. 2021a). When combined with stellar parameters such as the bulk density (in this case from the TIC v8 catalog; Stassun et al. 2019), the transit model allows us to derive an instantaneous transverse planetary velocity and therefore, for each allowed period alias, to compute a marginalized probability distribution. This uses a combination of the model likelihood, and priors from a combination of window function and occurrence rate (P−2; Kipping 2018), a geometric transit probability (pg a−1P−2/3), and an eccentricity prior (Van Eylen et al. 2019) applied using the eccentricity distribution implied by the ratio of the transverse planetary velocity to the circular velocity at that period alias. The stability of each possible orbit with respect to other planets with known periods in the system is also considered by suppressing the probabilities of any orbit which passes inside the Hill radii of inner planets.

Through MonoTools, we used the TESS-SPOC HLSP FFI light curves (S14–26), the 2 minute SPOC light curves (S40–41 and S47–49), and light curves extracted from the 10 minute TICA FFIs (S51–53) to analyze the system. We flattened the data using a basis spline set by a 1.2 day knot distance and with identified transits from planets b & c masked. We then clipped the TESS photometry to windows around each transit with 4.5 transit durations, thereby improving the speed of sampling. Sampling was performed using the PyMC3 implementation of Hamiltonian Monte Carlo (Salvatier 2016) using four chains and producing 2000 unique samples, with low Rubin–Gelman statistics ($\hat{r}$) ensuring that the chains were well mixed. The resulting log probabilities are then marginalized using the sum of the probability across all period aliases, and the final log probabilities were calculated by summing the probabilities across all samples (assuming equal weights for each independent model draw) and period aliases. Using MonoTools, we find again that the two transits are related and we find that there are only two periods permitted as a result of the vast data coverage—482.82 and 965.64 days—with potential transits at all other periods being ruled out by the TESS observations. Monotools assigns these two possible periods with probabilities of 99.97% and 0.03%, respectively, assuming the eccentricity distribution of multiplanet systems from Van Eylen et al. (2019). We note that when assuming a more general eccentricity distribution from Kipping (2013a), the 482.82 day alias is preferred by a factor of only ∼6.5. As a result of this analysis, we hereafter assume an orbital period of 482.82 days for TOI-4600 c. This period can be definitively confirmed with an additional transit observation, with the next predicted transit of only the 482.82 day alias occurring on UT 2023 October 16. Given the previous ground-based observations of the smaller inner planet, the predicted transit of TOI-4600 c should be readily detected.

3.3. False-positive Scenarios and Statistical Validation

We are able to rule out the various false-positive scenarios using the original TESS photometry and subsequent ground-based photometry, spectroscopy, and imaging. We analyze the in- and out-of-transit photocenters, or centroids, using vetting (Hedges 2021) to rule out NEBs as the source of the transits for both planets. vetting calculates a p-value for each TESS sector to determine whether a transit is on target or not. For TOI-4600 c, the p-values for both sectors are greater than 0.05, indicating the transits are on target. For TOI-4600 b, all sectors except Sector 19 have p-values greater than 0.05. The transit in that sector is contaminated by scattered light causing a false offset. We are able to rule out stellar masses for both planets using the TRES spectra. We fit the RVs using the radvel package (Fulton et al. 2018) in order to obtain mass limits for both planets. We assume circular orbits for both planets and fix the period and epoch to the best-fit values listed in Table 2 for both. We fit only the RV semiamplitudes of both planets, a jitter term for TRES, and a relative offset term. We use an MCMC routine consisting of 4 × 106 steps with uniform priors for all parameters. We obtain 3σ upper mass limits of 3.02 MJ and 9.27 MJ for TOI-4600 b and c, respectively.

We use triceratops (Giacalone & Dressing 2020; Giacalone et al. 2021) to calculate false-positive probabilities (FPP) and nearby false-positive probabilities (NFPP) for each candidate in the system, including the contrast curve from our high-resolution imaging in order to provide additional constraints. False-positive scenarios include an eclipsing binary on target, on a background star, or an unseen companion as well as a transiting planet on a background star or unseen companion. Nearby false-positive scenarios include a transiting planet or eclipsing binary on a nearby star. We calculate FPP values of 0.0107 and 0.0205 for b and c, respectively. Due to the lack of sufficiently bright nearby neighbors, the NFPP values for both of the candidates default to 0. While the individual FPPs of both TOI-4600 b and c exceed the nominal maximum value of 0.015 stated by Giacalone et al. (2021) as the threshold to be considered statistically validated, multiplanet system candidates have been found to have much lower false-positive rates than single-planet system candidates. For the Kepler mission, the false-positive rate of multiplanet system candidates was ∼25 times lower than that of single-planet system candidates (Lissauer et al. 2012, 2014). For TESS this so-called "multiplicity boost" is ∼20 (Guerrero et al. 2021), meaning the FPP values of both TOI-4600 b and c are well below the previously mentioned 0.015 threshold and the often-used 0.01 threshold (Rowe et al. 2014; Montet et al. 2015; Heller et al. 2019; Castro González et al. 2020).

The FPP values of both planets are dominated by the secondary transit planet (STP) scenario, where the transits originate from a transiting planet orbiting an unresolved bound companion. However, triceratops only uses the contrast curve to determine possible bound companions in its analysis of the STP scenario. In order to incorporate additional data, we use Multi-Observational Limits on Unseen Stellar Companions (MOLUSC; Wood et al. 2021) in order to generate a sample of potential companions consistent with the combination of the contrast curve, RV data, Gaia astrometry (in the form of the RUWE), and Gaia imaging. Of the 5 million stars we generated using MOLUSC, only ∼10% were consistent with the aforementioned data. We then reran triceratops using this sample of plausible bound companions and recalculated the FPPs, finding that the STP scenario is now a negligible component of the FPP. We obtain an FPP of (3.7 ± 6.8) × 10−5 for b and (1.1 ± 3.9) × 10−7 for c, making both statistically validated planets.

3.4. Photometric Fit

In order to derive the orbital parameters and radii of the two planets, we performed model fitting using the publicly available allesfitter package (Günther & Daylan 2021). We used MCMC sampling using the emcee package to explore the parameter space and determine the best-fit values from the medians of the posteriors for the following parameters:

  • 1.  
    quadratic stellar limb-darkening parameters q1 and q2, using the transformation from Kipping (2013b), with uniform priors from 0 to 1;
  • 2.  
    radius ratio, Rp /R, where p denotes the individual planets, with uniform priors from 0 to 1;
  • 3.  
    sum of radii divided by the orbital semimajor axis, (R + Rp )/a, with uniform priors from 0 to 1;
  • 4.  
    cosine of the orbital inclination, $\cos i$, with uniform priors from 0 to 1;
  • 5.  
    orbital period, P, with uniform priors centered on the estimate of 82.69 days from MonoTools with a 1 day range;
  • 6.  
    transit epoch, T0, with uniform priors centered on the estimate of 482.82 days from MonoTools with a 1 day range;
  • 7.  
    eccentricity parameters $\sqrt{e}\,\cos \,\omega $ and $\sqrt{e}\,\sin \,\omega $, each with uniform priors from −1 to 1, where e is the orbital eccentricity and ω the argument of periastron;
  • 8.  
    the hyperparameters σGP and ρGP and offsetGP for a Matérn 3/2 kernel used to model the red noise for the 2 and 30 minute TESS data individually (denoted s and l, respectively); and
  • 9.  
    white noise scaling terms for the 2 and 30 minute TESS data, σTESS,s and σTESS,l , respectively.

We initialized the MCMC with 200 walkers, performing two preliminary runs of 1000 steps per walker to obtain higher-likelihood initial guesses for the nominal run of 40,000 steps per walker. We then discarded the first 10,000 steps for each chain as a burn-in phase before thinning the chains by a factor of 100 and calculating the final posterior distributions. The values and uncertainties of the fitted and derived parameters listed in Table 2 are defined as the median values and 68% confidence intervals of the posterior distributions, respectively. The best-fit transit model light curves for the planets are shown in Figure 1.

4. Discussion

We derive radii of ${6.80}_{-0.30}^{+0.31}$ and ${9.42}_{-0.41}^{+0.42}$ R for TOI-4600 b and c, respectively, from a fit of the TESS photometry. Combined with the respective equilibrium temperatures of approximately 350 and 190 K, this makes TOI-4600 b a temperate sub-Saturn and TOI-4600 c a cold Saturn. While the eccentricities of both planets are consistent with 0, the transit duration of planet c may hint at a nonzero eccentricity. The analysis of the individual transits of planet c described in Section 3.2 predicted an orbital period in the range of 320–360 days when assuming a circular orbit, compared to the true orbital period of 482 days. This disparity between the predicted and observed values is due to the transit duration being shorter than expected for a circular orbit at 482 days. However, due to the degeneracies between the impact parameter, orbital inclination, and transit duration, it is difficult to place a statistically significant constraint on the planet's eccentricity with photometry alone.

Further characterization of the planet orbits with precise RV measurements will reveal whether the orbits are actually eccentric or not, which in turn will shed light on the formation and evolution of this system. Various mechanisms have been proposed to explain the wide range in the eccentricities of warm Jupiters. Highly eccentric warm Jupiters can be explained by high-eccentricity migration models, including the Kozai cycle (Fabrycky & Tremaine 2007) and planet–planet scattering (Petrovich et al. 2014). Low eccentricity can be explained by a combination of disk migration (Goldreich & Tremaine 1980) and in situ formation models, which result in well-aligned systems that often have smaller planets near the warm Jupiters (Boley et al. 2016). A rarely seen system with two such types of planets may play a significant role in advancing our understanding of planet formation and evolution. There are currently fewer than three dozen multitransiting-planet systems with a warm Jupiter, and TOI-4600 c is the longest-period and coldest transiting planet in the sample (Figure 5).

Figure 5.

Figure 5. Top left: period–radius diagram of verified transiting planets orbiting stars with V < 13 (black) and V > 13 (gray), as of 2022 November (NASA Exoplanet Archive). Bottom left: equilibrium temperature diagram (assuming albedo a = 0) for the same sample. Right: the TOI-4600 system and other warm gas giant systems with multiple transiting planets. TOI-4600 c is the coldest and has the longest orbital period of any transiting planet in these systems.

Standard image High-resolution image

TOI-4600 is well suited for mass and orbit characterization with RV measurements. It is currently the only system brighter than V = 13 that hosts two long-period (P > 50 days) transiting giant planets. Using conservative 3σ lower limit mass estimates from the empirical mass–radius relations from Chen & Kipping (2017) of ∼31 and ∼48 M, we predict RV semiamplitudes of ∼5 m s−1 and ∼4 m s−1 for planets b and c, respectively. Given the lack of activity of the host star as indicated by the TESS photometry and TRES spectroscopy, mass and orbital characterization using RVs is well within the capabilities of current facilities. The wide separation between the star and inner planet and between the planets themselves may mean there are additional planets in the system, which could be detected with RV follow up.

Additionally, the system is amenable to projected obliquity measurements through observations of the Rossiter–McLaughlin effect, with predicted semiamplitudes of ∼12 and ∼18 m s−1 for planets b and c, respectively. As with the mass measurements, obliquity measurements for the system are also well within the reach of current facilities and would be among the longest-period planets with measured obliquities. However, we note that the long periods and transit durations would make this challenging, particularly for planet c.

While unlikely, TOI-4600 c may be detected in an upcoming Gaia data release using the astrometric technique. Given the system parameters and assuming a median mass estimate, the expected astrometric signature of the planet is approximately 1 μas. While this would be an order of magnitude below the detection threshold (Perryman et al. 2014), if the planet mass is instead like Jupiter's or larger, it could produce a detectable signal.

With equilibrium temperatures of ∼350 and ∼190 K, TOI-4600 b and c join the sparsely populated yet growing list of temperate/cool gas giant planets. Using median mass estimates from Chen & Kipping (2017) of ∼36 and ∼63 M for planets b and c, respectively, we obtain Transit Spectroscopy Metric (TSM) values of ∼30 for both planets. Among the nearly 400 transiting exoplanets with orbital periods greater than 50 days, fewer than two dozen have TSM values greater than 30, making TOI-4600 b and c two of the more promising targets for atmospheric characterization. Additionally, TOI-4600 is close to the northern continuous viewing zone for JWST (Gardner et al. 2006). Transmission spectroscopy could be used to search for different molecules, such as methane, ammonia, carbon dioxide, and water (Dalba et al. 2015; Vanderburg et al. 2020), which could also be used to probe the history of the system (Pacetti et al. 2022).

5. Summary

We use TESS observations and ground-based follow-up observations to validate statistically the planetary nature of two candidates orbiting the early K dwarf TOI-4600. TOI-4600 b is a sub-Saturn-sized planet (6.80 R) on a 82.69 day orbit. TOI-4600 c is a Saturn-sized planet (9.42 R) on a 482.82 day orbit. TOI-4600 c is the longest-period planet and among the coldest planets (in terms of equilibrium temperature for a specified albedo) discovered by TESS to date. As a system well suited for RV follow up, the characterization of the masses and orbits of the two planets and search for additional planets will help inform formation and evolution theories of warm Jupiter systems. Additionally, both planets are excellent targets for the atmospheric characterization of warm and cool giant planets which have so far not been characterized. TOI-4600 highlights TESS's ability not only to detect long-period planets, but detect long-period planets that present great opportunities for further characterization.

Acknowledgments

We thank the anonymous reviewer for their helpful comments, which have helped improve the paper. Funding for the TESS mission is provided by NASA's Science Mission Directorate. We also thank Steven Giacalone for his assitance with configuring triceratops. We acknowledge the use of public TESS data from pipelines at the TESS Science Office and at the TESS Science Processing Operations Center. Resources supporting this work were provided by the NASA High-End Computing (HEC) Program through the NASA Advanced Supercomputing (NAS) Division at Ames Research Center for the production of the SPOC data products. This research has made use of the Exoplanet Follow-up Observation Program website, which is operated by the California Institute of Technology, under contract with the National Aeronautics and Space Administration under the Exoplanet Exploration Program. This research has made use of the NASA Exoplanet Archive, which is operated by the California Institute of Technology, under contract with the National Aeronautics and Space Administration under the Exoplanet Exploration Program. This work makes use of observations from the LCOGT network. D.D. acknowledges support from the TESS Guest Investigator Program grants 80NSSC21K0108 and 80NSSC22K0185, and NASA Exoplanet Research Program grant 18-2XRP18_2-0136. H.P.O.'s and S.U.'s contributions have been carried out within the framework of the NCCR PlanetS supported by the Swiss National Science Foundation under grants 51NF40_182901 and 51NF40_205606. The postdoctoral fellowship of K.B. is funded by F.R.S. (FNRS grant T.0109.20) and by the Francqui Foundation. K.K.M. acknowledges support from the New York Community Trust Fund for Astrophysical Research. This work made use of exoplanet (Foreman-Mackey et al. 2021a, 2021b) and its dependencies (Astropy Collaboration et al. 2013, 2018; Salvatier et al. 2016; Theano Development Team 2016; Kumar et al. 2019; Luger et al. 2019; Van Eylen et al. 2019; Agol et al. 2020).

Some of the data presented in this paper were obtained from the Mikulski Archive for Space Telescopes (MAST) at the Space Telescope Science Institute. The specific data sets used in this work come from the TESS all section calibrated FFIs (STScI 2022), the TESS All sector light curves (MAST Team 2021a), and the TESS all sectors target pixel files ( MAST Team 2021b).

Facilities: TESS - , LCOGT - Las Cumbres Observatory Global Telescope, and Exoplanet Archive - .

Software: AstroImageJ (Collins et al. 2017), astropy (Astropy Collaboration et al. 2013, 2018), and TAPIR (Jensen 2013).

Appendix: allesfitter Figures

Figures 1 and 2 below show the corner plots for the fitted and derived parameters, respectively.

Figure A1.

Figure A1. Corner plot of the fitted parameters obtained from allesfitter.

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Figure A2.

Figure A2. Corner plot of the derived parameters obtained from allesfitter.

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Footnotes

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10.3847/2041-8213/aceb69