K2-114b and K2-115b: Two Transiting Warm Jupiters

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Published 2017 October 20 © 2017. The American Astronomical Society. All rights reserved.
, , Citation Avi Shporer et al 2017 AJ 154 188 DOI 10.3847/1538-3881/aa8bb9

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1538-3881/154/5/188

Abstract

We report the first results from a search for transiting warm Jupiter exoplanets—gas giant planets receiving stellar irradiation below about 108 erg s−1 cm−2, equivalent to orbital periods beyond about 10 days around Sun-like stars. We have discovered two transiting warm Jupiter exoplanets initially identified as transiting candidates in K2 photometry. K2-114b has a mass of ${1.85}_{-0.22}^{+0.23}\,{M}_{{\rm{J}}}$, a radius of ${0.942}_{-0.020}^{+0.032}\,{R}_{{\rm{J}}}$, and an orbital period of 11.4 days. K2-115b has a mass of ${0.84}_{-0.20}^{+0.18}\,{M}_{{\rm{J}}}$, a radius of ${1.115}_{-0.061}^{+0.057}\,{R}_{{\rm{J}}}$, and an orbital period of 20.3 days. Both planets are among the longest-period transiting gas giant planets with a measured mass, and they are orbiting relatively old host stars. Both planets are not inflated, as their radii are consistent with theoretical expectations. Their position in the planet radius–stellar irradiation diagram is consistent with the scenario where the radius–irradiation correlation levels off below about 108 erg s−1 cm−2, suggesting that for warm Jupiters stellar irradiation does not play a significant role in determining the planet radius. We also report our identification of another K2 transiting warm Jupiter candidate, EPIC 212504617, as a false positive.

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1. Introduction

The number of known transiting hot Jupiter exoplanets—gas giant exoplanets in short orbital periods of only a few days—is now in the few hundreds. Despite that large number there are still several open questions related to this class of exoplanets. Many, if not most, of the known hot Jupiters have larger radii than theoretically expected (e.g., Weiss et al. 2013; Baraffe et al. 2014; Lopez & Fortney 2016). Although various explanations have been proposed, none have completely solved this puzzle, suggesting there is more than a single mechanism at play here, and/or that we are missing some physics-shaping planetary structure (Baraffe et al. 2014). Another hot Jupiter mystery is their formation and orbital evolution. While several theories have been put forth (e.g., Lin et al. 1996; Rasio & Ford 1996; Alibert et al. 2005; Fabrycky & Tremaine 2007), it is still not clear how gas giant planets reach short orbits around Sun-like stars, at only a few 0.01 au.

One way to shed light on the above questions is to examine the population of warm Jupiters—gas giant planets receiving stellar irradiation below 108 erg s−1 cm−2, corresponding to orbital periods beyond ≈10 days around Sun-like stars. Specifically, we would like to examine their planet radii and orbital eccentricities. However, this is difficult, as there are currently only a handful of confirmed transiting warm Jupiters with measured orbits and masses.

We have initiated a ground-based follow-up campaign of warm Jupiter transiting candidates in order to increase the number of known transiting warm Jupiters that are confirmed as planets, i.e., their masses and orbits are measured. This campaign is part of a Las Cumbres Observatory (LCO; Brown et al. 2013) Key Project26 (PI: Avi Shporer). Our current primary source of transiting candidates is the K2 mission (Howell et al. 2014) and in the future the TESS mission (Ricker et al. 2015; Sullivan et al. 2015). We report here the confirmation of two K2 warm Jupiters orbiting K2-114 and K2-115, which are the first discoveries from this project. Basic information about the two targets is given in Table 1.

Table 1.  Basic Targets Information

Parameter K2-114 K2-115
EPIC 211418729 211442297
R.A. 08:31:31.911 08:26:12.827
Decl. 11:55:20.15 12:16:54.97
g (mag) 15.07 13.59
Kp (mag) 14.29 13.19
r (mag) 14.24 13.19
i (mag) 13.95 13.02
J (mag) 12.84 12.11
H (mag) 12.39 11.76
K (mag) 12.30 11.72

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We give a more detailed motivation for our search for transiting warm Jupiter exoplanets in Section 2. In Section 3 we describe our observations of K2-114 and K2-115, in Section 4 we describe our data analysis and results, and we discuss our new discoveries in Section 5.

2. Why Warm Jupiters?

Our scientific goals are to (1) investigate the inflated gas giant conundrum, (2) study the mystery of hot Jupiter orbital evolution, and (3) identify targets for extending exoplanet atmosphere and stellar obliquity studies beyond the hot Jupiter class.

Briefly, the suggested mechanisms responsible for inflating gas giants can be divided into three categories (Weiss et al. 2013; Lopez & Fortney 2016). (I) One mechanism is inflation due to stellar irradiation transported from the planet's atmosphere to its interior (e.g., Ginzburg & Sari 2016; Komacek & Youdin 2017) through, e.g., Ohmic dissipation (Batygin & Stevenson 2010), thermal tides (Arras & Socrates 2010), kinetic energy transport (Showman & Guillot 2002), mechanical greenhouse (Youdin & Mitchell 2010), or advection of potential energy (Tremblin et al. 2017). (II) Another mechanism is inflation due to tidal heating following orbital eccentricity dissipation (Bodenheimer et al. 2001). If the planet eccentricity is continuously being excited, for example, through interaction with a third body, this inflation mechanism can be long-lived. (III) A third mechanism is delayed contraction due to, e.g., increased atmospheric opacities (Burrows et al. 2007). Unlike the first two categories, the third category affects all giant planets, not only those on short or eccentric orbits.

One clue for understanding inflated gas giants is the empirical correlation between planet radius Rp and stellar irradiation f (referred to hereafter as the radius–irradiation correlation, or Rpf correlation; e.g., Fortney et al. 2007; Laughlin et al. 2011; Enoch et al. 2012; Lopez & Fortney 2016). While it is consistent with inflation through irradiation, it does not identify which of the category I mechanisms listed above is the dominant one, and, we must keep in mind that correlation does not necessarily mean causation. The fact that the vast majority of known transiting gas giant exoplanets are at short periods, typically within 10 days or with irradiation above 108 erg s−1 cm−2, hinders a detailed understanding of the Rpf correlation. While it seems that the correlation levels off at some irradiation level, the exact behavior is not clear, raising a few questions. How low in irradiation does this correlation stretch? Is the lack of inflated warm Jupiters a robust feature? What is the irradiation below which there are no inflated gas giants? What drives the scatter in the correlation?

Regarding hot Jupiter orbital evolutions (goal 2 above), several theories attempt to explain how gas giants reach short orbital periods. Some invoke interaction with another object in the system (another planet or a stellar binary companion) where the gas giant planet is first injected into an eccentric orbit which then undergoes tidal circularization (e.g., Rasio & Ford 1996; Fabrycky & Tremaine 2007). Other theories suggest processes where the gas giant planet moves to an inward orbit by interacting with the protoplanetary disk, during which the orbit is kept circular (e.g., Lin et al. 1996; Alibert et al. 2005). Therefore, the two types of scenarios above differ in the orbital eccentricity of the gas giant planet as it is migrating from a wide orbit to a short orbit. This means that the orbital eccentricity of warm Jupiters is a clue to identifying the dominant orbital evolution channel of hot Jupiters, and is another motivation for expanding the known warm Jupiter sample to support statistical analysis. Some evidence that a significant fraction of warm Jupiters have circular orbits was gathered by studying the occurrence of additional planets in systems containing warm Jupiters compared to systems containing hot Jupiters. The increased occurrence of short-period planet companions to warm Jupiters (e.g., Steffen et al. 2012; Dong et al. 2014; Huang et al. 2016) suggests that their orbits are circular since non-circular orbits are expected to make the multi-planet system dynamically unstable.

Another gap we wish to bridge with this program is the very small number of warm Jupiters available for exoplanet atmosphere and stellar obliquity studies (goal 3 above). For the bright stars in our sample detections of warm Jupiters will enable the study of exoplanet atmospheres with lower equilibrium temperatures, and the study of stellar obliquity in star-planet systems with weaker tidal interactions.

3. Observations

3.1. K2 Photometry

The two targets were initially identified as transiting planet candidates in K2 Campaign 5 photometry. They were observed by K2 in long-cadence (30-minute integration time) from 2015 April 27 to July 10. We reduced the K2 light curves following Vanderburg & Johnson (2014) and Vanderburg et al. (2016). We then looked for transit signals using the Box-Least-Squares periodogram search (Kovács et al. 2002), as implemented by Vanderburg et al. (2016). Upon identifying transit candidates, we checked that they did not show known signs of a false positive by looking at the centroid motion of the target star during transit, searching for secondary eclipses, inspecting each individual transit, and confirming that the transit signal did not change significantly in light curves extracted from different photometric apertures. We then re-processed the light curves by simultaneously fitting for the transits, K2 thruster systematics, and low-frequency variations using the method described by Vanderburg et al. (2016). The complete, detrended, and normalized K2 Campaign 5 light curves are shown in Figure 1 and the phase-folded transit light curves are shown in Figure 2. No additional transit signals were identified in the K2 light curve of both targets, nor was a secondary eclipse signal detected.

Figure 1.

Figure 1. Complete, detrended, and normalized K2 Campaign 5 light curves of K2-114 (top), including 6 transit events, and of K2-115 (bottom), including 3 transit events.

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Figure 2.

Figure 2. Transit light curves of K2-114b (top) and K2-115b (bottom). The K2 light curves are phase-folded and plotted in blue, and ground-based follow-up light curves are plotted and labeled below and are arbitrarily offset in flux for visibility. The solid red line is the best-fit global model.

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We have searched for the host stars' rotation periods by calculating their K2 light curve autocorrelation (McQuillan et al. 2014). We used the non-detrended K2 light curves while masking out the in-transit data. These light curves are shown in Figure 3 along with the autocorrelation function. The periodicity detected for K2-114 is close to the K2 time span where it is challenging to separate stellar variability and long-term systematic features in the K2 data. Therefore, we do not claim a detection of the rotation period for that star. For K2-115 we identify a 22.2-day periodicity, visually identified in the non-detrended light curve, interpreted as the host star's rotation period. We estimate this rotation period uncertainty to be at the 10% level to account for differential rotation (e.g., Reinhold et al. 2013), since during the limited K2 data time span the star spots are likely to be located within a narrow latitude range that is not known. The K2-115 host star rotation period is longer but close to the 20.3-day orbital period. Although given its mass and relatively long orbital period, the planet is not expected to tidally synchronize the star's rotation (e.g., Mazeh 2008).

Figure 3.

Figure 3. K2-114 (left) and K2-115 (right) K2 light curves without detrending (top panels), and the light curve's autocorrelation (bottom panels), where the strongest peaks are marked by orange circles, and the periods are listed in the panels' titles. The in-transit photometric data were removed while calculating the autocorrelation function. For K2-114 the 65.2-day periodicity identified through the autocorrelation is close to the K2 data time span. At such timescales it is difficult to separate between stellar variability and systematic features in K2 data, thus we claim a detection of the rotation period only for K2-115, where the 22.2-day variability is identified visually in the light curve. We estimate a 10% uncertainty on that rotation period due to differential rotation.

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3.2. High Angular Resolution Imaging

After identifying the transit candidates in K2 photometry we checked that they are isolated targets using high angular resolution imaging. The imaging data were acquired as part of wider programs using Keck II and Gemini-North to obtain infrared adaptive optics (AO) and optical speckle imaging. The AO observations utilized the target stars as natural guide stars; the NIRC2 camera was utilized on Keck II and the NIRI camera was utilized on Gemini-North. NIRC2 has a pixel scale of 0farcs00942/pixel and NIRI, with the Altair AO system, has a pixel scale of 0farcs0214/pixel (Hodapp et al. 2003). The Gemini-North speckle observations were obtained with the visiting instrument DSSI, which has a pixel scale of 0farcs011/pixel (Horch et al. 2009, 2012).

For K2-114 the Keck AO data were obtained on 2016 February 19 with the Kp filter and an integration time of 17 s per frame for a total of 153 s, and the Gemini-North AO data were obtained on 2016 February 20 with the K filter and an integration time of 5 s per frame for a total of 50 s. For K2-115 the Keck AO data were obtained on 2016 January 21 with the Br gamma filter and an integration time of 30 s per frame for a total of 270 s. The Keck AO data have resolutions of 0farcs06–0farcs07 (FWHM) and the Gemini AO data have a resolution of 0farcs09 (FWHM).

The speckle data were obtained only for K2-115, with the 692 and 883 nm filters on 2016 January 13. The data were obtained with 1000 60 ms frames in both filters simultaneously. The speckle imaging is produced through a Fourier reconstruction of the speckle interferogram and have an angular resolution of 0farcs02 (Horch et al. 2012).

The sensitivity of the AO data was determined by injecting fake sources into the final combined images with separations from the primary targets in integer multiples of the central source's FWHM (Furlan et al. 2017). For the speckle data, the sensitivity was estimated from the scatter in the reconstructed image (Horch et al. 2011; Furlan et al. 2017). In both cases the sensitivity curves (contrast curves) represent 5σ limits and are shown in Figure 4.

Figure 4.

Figure 4. Top: K2-114 contrast curves obtained by Keck/NIRC2 (black solid line; K filter) and Gemini-North/NIRI (dashed black line; K filter). Bottom: K2-115 contrast curves, obtained by Keck/NIRC2 in the Br gamma filter (black solid line) and Gemini-North with DSSI (speckle imaging) in the 692 nm (blue solid line) and 880 nm (red solid line). In both panels the insets show the image obtained by Keck/NIRC2 in the K band spanning 3'' on the side.

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For both targets, no stellar companions were detected in either the infrared AO or the optical speckle imaging, indicating (to the limits of the data) that the stars appear to be single stars with no additional components to either dilute the transit depths or confuse the determination of the origin of the transit signal (e.g., Ciardi et al. 2015).

3.3. Keck/HIRES Spectroscopy and Radial Velocity (RV) Monitoring

Once we confirmed that the two targets appear isolated in high angular resolution imaging, we began gathering high-resolution spectra with the HIRES instrument mounted on the Keck I telescope (Vogt et al. 1994).

We collected a total of six spectra of K2-114 between 2016 February 2 and 2017 May 13. The first measurement was collected without the iodine cell in the light path for spectral characterization and searching for secondary lines (Kolbl et al. 2015). The remaining five spectra were observed with the iodine cell in the light path, which imprints a dense forest of molecular absorption lines to be used as a simultaneous wavelength and instrumental point-spread function reference, in order to measure the target's RV. The signal-to-noise ratio (S/N) for each spectrum was ≈40 per pixel and exposure times were typically 20 minutes. All spectra were collected using the 0farcs86 × 14'' slit, for a resolution of about 65,000.

We collected eight spectra and seven RV measurements using the iodine cell for K2-115 between 2016 February 4 and 2017 April 10. Our setup was identical to that for K2-114, except exposure times were generally shorter, ≈10 minutes, and S/N was slightly higher, ≈45 per pixel.

RVs for both stars were extracted by forward-modeling the composite iodine+stellar spectra in ≈800 small spectral chunks following the method of Butler & Marcy (1996). We used the SpecMatch package (Petigura 2015) to synthesize an iodine-free stellar spectrum to be used in the modeling process (Fulton et al. 2015), instead of collecting an expensive, long, high S/N, iodine-free exposure of the target.

We also used SpecMatch to extract the spectroscopic stellar parameters from our single iodine-free observation of each star. Those include the effective temperature Teff, surface gravity log g, metallicity [Fe/H], and stellar rotation projected on the line of sight V sin(I), where V is the equatorial rotation and I is the stellar rotation inclination angle. The SpecMatch results for the spectral parameters of both targets are listed in Table 2, and the RVs of both targets are listed in Table 3 and plotted in Figure 5.

Figure 5.

Figure 5. Phase-folded Keck/HIRES RV curves of K2-114 (top) and K2-115 (bottom). The RVs are marked with blue circles and error bars, and the fitted model is marked with a red solid line. The error bars shown in the plots include the jitter term added in quadrature (see Section 4).

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Table 2.  Spectroscopic Parameters

Parameter K2-114 K2-115
Teff (K) 5014 ± 60 5544 ± 60
log g (cgs) 4.42 ± 0.07 4.33 ± 0.07
[Fe/H] (dex) 0.41 ± 0.04 −0.23 ± 0.04
V sin(I) (km s−1) <2 <2
SHK 0.258 ± 0.051 0.172 ± 0.014
$\mathrm{log}{R}_{{HK}}^{{\prime} }$ (dex) −4.854 ± 0.13 −4.966 ± 0.078

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Table 3.  Keck/HIRES Radial Velocities

Time RV RV err
BJD (m s−1) (m s−1)
K2-114
2457422.89476 152.4 5.8
2457789.92031 −50.5 6.1
2457802.86068 −194.3 6.8
2457853.77744 104.4 5.6
2457886.80575 −32.3 8.2
K2-115
2457422.86801 −8.9 6.5
2457774.91483 37.4 7.3
2457789.90837 −74.0 7.1
2457802.87129 91.4 7.1
2457804.81710 35.1 7.3
2457830.82364 −58.9 7.2
2457853.76652 −33.7 7.8

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In addition, we have calculated the activity indicators SHK and $\mathrm{log}{R}_{{HK}}^{{\prime} }$ (Isaacson & Fischer 2010) for each of the Keck/HIRES spectra, and list in Table 2 the mean of these indicators for the two host stars. For the indicators' uncertainties we adopt the scatter (standard deviation) in each sample. That scatter is affected primarily by the low S/N of the spectra in the Ca H & K lines, which is 3–8 for K2-114 and 8–18 for K2-115. Although K2-114 activity indicators suggest it is more active than K2-115, we have detected a rotation period for the latter and not for the former (See Section 3.1). This could be because the rotation period is too long to be detected in K2 data, consistent with the star being a slow rotator (V sin(I) < 2 km s−1). As seen in Figure 3 we have identified a possible periodicity for K2-114 of 65.2 days, but the proximity to the K2 time span means that we cannot reliably determine that that variability is stellar and not related to long-term systematic features.

3.4. Ground-based Photometry

While gathering the RVs of the two targets we also acquired ground-based light curves of additional transit events. The target's brightness and transit depth seen in K2 data make these transits observable from the ground using 1 m class telescopes. Additional ground-based transits improve both the precision and accuracy of the transit ephemeris. The precision is improved due to the long time span between the transits observed by K2 and those observed from the ground, which is at least several times longer than a K2 campaign. The transit ephemeris accuracy is improved using additional ground-based transits, since the half-hour sampling of the K2 long-cadence data can lead to a biased ephemeris in the case of an outlier measurement during one of the transits' ingress or egress (Benneke et al. 2017). This is caused by a combination of the small number of transits within a K2 campaign for objects with relatively long periods as studied here, and the duration of the ingress/egress being comparable to the K2 long-cadence integration time (30 minutes).

These observations were done with the LCO network of 1 m telescopes and the KELT follow-up network, as described below.

3.4.1. Las Cumbres Observatory (LCO)

LCO is a fully robotic network of telescopes deployed at six sites around the globe in both hemispheres (two more sites are planned to be added by 2018; Brown et al. 2013).

The egress of K2-114b was observed on 2016 February 17 using a 1 m telescope at the Cerro Tololo Inter-American Observatory (CTIO), Chile. The camera used was the Sinistro custom-built imaging camera, with back-illuminated 4 K × 4 K Fairchild Imaging CCD with 15 μm pixels (CCD486 BI). With a plate scale of 0farcs387/pixel, the Sinistro cameras deliver a field of view (FOV) of 26farcm× 26farcm6. The cameras are read out by four amplifiers with a readout time of ≈45 s. We used the i-band filter, with an exposure time of 180 s and a slight defocus of the telescope (1 mm), to spread out the PSF over more pixels and eliminate the risk of saturation at the core of the PSF. Images were reduced by the standard LCO pipeline (Brown et al. 2013), and aperture photometry was performed in the manner set out in Penev et al. (2013) through a fully automated pipeline developed in our group (N. Espinoza et al. 2017, in preparation).

For K2-115b, LCO observed an almost complete transit on 2016 February 22 with a 1 m telescope at the Siding Spring Observatory (SSO), Australia, and an egress on 2016 March 13 with a 1 m telescope at the South African Astronomical Observatory (SAAO), South Africa. These two observations were made using the older SBIG cameras (which have since been replaced by Sinistro cameras). The SBIG cameras featured front-illuminated 4 K × 4 K KAF-16803 CCDs with 9 μm pixels. With a plate scale of 0farcs232/pixel these cameras have a FOV of 15farcm× 15farcm8. We used 2 × 2 pixel binning, which results in a readout time of 15.5 s. We again used the i-band, exposure times of 180 s, and a telescope defocus of 1 mm. Data were reduced to light curves in the same manner as set out for the Sinistro camera reduction. We note that the combination of a smaller FOV (fewer reference stars) and front-illuminated CCDs (large intra-pixel variation and lower quantum efficiency) means that the precision of the light curves derived from the SBIG cameras is much lower than that of the Sinistro cameras. Additionally, site conditions at CTIO are typically much better for photometry than those at either SAAO or SSO, which also contributes to the precision of the photometry.

The LCO light curves are shown in Figure 2 and listed in Table 4.

Table 4.  Ground-based Photometry

Time Relative Relative
BJD Flux Flux Error
K2-114—LCO
2457436.53253 0.9818 0.0036
2457436.53508 0.9846 0.0035
2457436.53763 0.9865 0.0036
K2-115—LCO
2457440.91603 0.9910 0.0056
2457440.91825 1.0012 0.0050
2457440.92048 0.9909 0.0048
K2-115—ULMT 0.6 m
2457805.79750 0.9979 0.0015
2457805.79880 0.9995 0.0015
2457805.80032 1.0005 0.0015

Only a portion of this table is shown here to demonstrate its form and content. A machine-readable version of the full table is available.

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3.4.2. University of Louisville Manner 0.6 m Telescope

We observed one full transit of K2-115b with short segments of out-of-transit baselines using the University of Louisville Manner Telescope (ULMT) located at the Mt. Lemmon summit of Steward Observatory, AZ, on 2017 February 21 with no filter. ULMT is a member of the KELT follow-up network, composed of 1 m class telescopes and smaller telescopes dedicated to the photometric follow-up of transiting planet candidates. The observations employed a 0.6 m f/8 RC Optical Systems Ritchey–Chrétien telescope and SBIG STX-16803 CCD with a 4 k × 4 k array of 9 μm pixels, yielding a 26farcm× 26farcm6 FOV and 0farcs39 pixel−1 image scale. The telescope was defocused, resulting in a "donut"-shaped stellar PSF, and guiding was applied to maintain stable pointing.

The telescope control computer malfunctioned at about the time egress started, but was recovered about 25 minutes later.

The image sequence was bias-, dark-, and flat-field corrected using AstroImageJ (AIJ; Collins et al. 2017). We also used AIJ to extract differential photometry using aperture photometry. An iterative 2σ cleaning routine was employed to exclude outlier pixels and pixels containing flux from nearby stars from the background region. To normalize the target light curve and have the out-of-transit flux level set to unity we used a comparison ensemble of 10 stars that produced the lowest model fit residuals.

The ULMT 0.6 m K2-115 light curve is shown in Figure 2 and listed in Table 4.

4. Data Analysis and Results

To derive accurate parameters for each system we performed a global modeling of the available photometric and spectroscopic observations. We used the model-fitting procedure described in Zhou et al. (2017). This includes making use of the K2 photometry, ground-based follow-up light curves, RV measurements, and spectroscopic atmospheric properties of the host stars. The light curves are modeled as per Mandel & Agol (2002), where the free parameters are the orbital period P, mid transit time T0, the planet-to-star-radii ratio Rp/Rs, normalized orbital semimajor axis distance a/Rs, line-of-sight orbital inclination i, and orbital eccentricity parameters $\sqrt{e}\cos \omega $ and $\sqrt{e}\sin \omega $, where e is the eccentricity and ω the argument of periastron. The 30-minute duration of the K2 long-cadence exposures is accounted for by integrating over 10 model steps per exposure. Quadratic limb-darkening coefficients are interpolated from Claret (2004) to the atmospheric parameters of each star, and held fixed during the fitting. For the ULMT observation of K2-115 (Section 3.4.2), obtained without a filter, we adopted the same limb-darkening parameters as that of the K2 light curves.

The RVs are modeled by a Keplerian orbit, with additional free parameters for the orbit RV semi-amplitude K and systemic center-of-mass RV γ. We include a fitted jitter term s to model the RVs per Haywood et al. (2016). Since the transit duration is dictated by the stellar density, we also make use of the precise K2 photometry to refine the stellar parameters. We interpolate the Dartmouth stellar isochrones (Dotter et al. 2008) over the axes of stellar atmospheric effective temperature Teff, mean stellar density ρs, and metallicity [Fe/H], to derive a surface gravity log g.

The transit-derived stellar density and spectroscopically constrained effective temperatures are plotted in Figure 6 against solar metallicity isochrones to illustrate this isochrone interpolation process. We reject solutions that yield system ages older than 13 Gyr, the age of the thin disk of the galaxy (Knox et al. 1999). At each iteration, we include a log-likelihood term calculated between the transit-derived log g with that measured from spectroscopy. The posterior probability distribution is explored via a Markov Chain Monte Carlo (MCMC) analysis, using the affine invariant sampler emcee (Foreman-Mackey et al. 2013). Gaussian priors are applied for the stellar atmospheric parameters Teff and [Fe/H], and all other parameters are assumed to follow uniform priors.

Figure 6.

Figure 6. Stellar parameters are derived via interpolation of the Dartmouth isochrones. The stellar density (ρs), derived from the transit light curve, and the spectroscopic effective temperature Teff and metallicity [Fe/H] are compared against isochrone tracks at each MCMC iteration to constrain the stellar properties. The stellar densities and effective temperatures of K2-114 (left) and K2-115 (right) are plotted. The Dartmouth solar metallicity isochrones at ages of 5, 7, 9, 11, and 13 Gyrs are drawn as a guide. Note that solutions yielding ages >13 Gyr are removed during the derivation of system and stellar parameters in the global analysis, as that age is older than the age of the thin disk of the galaxy.

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For both objects we ran two fits, one that assumes the orbit is circular and another that fits for the eccentricity e and argument of periastron ω. For K2-114b, the eccentric orbit fit did not give a statistically significant eccentricity, hence we adopt the circular orbit model. The upper limits on the orbital eccentricity are 0.06 and 0.41 at 1σ and 3σ, respectively.

For K2-115, the eccentricity is measured at a statistical significance of close to 2σ, hence we adopted the eccentric orbit model. We tested the significance of the measured orbital eccentricity by refitting this system using a Beta function prior distribution on the eccentricity following Kipping (2014). That analysis gave consistent results at the 1σ level. Another reason for adopting the eccentric orbit model was that it gave consistent results for the derived stellar parameters (mass, radius, and age) with those derived when fitting using only stellar isochrones (with priors on the spectral parameters Teff, log g, and [Fe/H]) and without the light curve and RV curve. The derived stellar parameters from the circular orbit model fit are not consistent with the results from fitting using stellar evolutionary models alone.

The 68% confidence region for the model fit free parameters, as well as a series of inferred system parameters, are listed in Table 5. The best-fit transit light curve models are shown in Figure 2 and the RV fits are shown in Figure 5.

Table 5.  Fitted and Derived Parameters

Parameter K2-114 K2-115
  Value +1σ −1σ Value +1σ −1σ
Fitted Parameters
P (day) 11.39109 0.00018 0.00017 20.273034 0.000036 0.000037
T0 (BJD) 2457174.49729 0.00033 0.00033 2457157.15701 0.00025 0.00025
γ (m s−1) −36 14 14 22 15 12
K (m s−1) 189 21 22 77 17 16
$\sqrt{e}\cos (\omega )$ 0a ... ... −0.12 0.25 0.18
$\sqrt{e}\sin (\omega )$ 0a ... ... 0.28 0.11 0.17
Jitter s (m s−1) 29 12 25 24 16 8
a/Rs 24.44 0.42 0.63 33.8 2.3 1.7
Rp/Rs 0.11432 0.00102 0.00073 0.1254 0.0011 0.0011
i (deg) 89.53 0.30 0.25 88.82 0.15 0.15
Teff (K) 5027 62 57 5560 56 58
[Fe/H] +0.410 0.037 0.035 −0.220 0.035 0.036
u1 K2a 0.5815 ... ... 0.4430 ... ...
u2 K2a 0.1392 ... ... 0.2312 ... ...
u1 ULMTa ... ... ... 0.4430 ... ...
u2 ULMTa ... ... ... 0.2312 ... ...
u1 i'a 0.4225 ... ... 0.3118 ... ...
u2 i'a 0.2472 ... ... 0.3047 ... ...
Derived Parameters
Ms(M) 0.832 0.021 0.018 0.831 0.023 0.019
Rs (R) 0.828 0.026 0.022 0.881 0.049 0.050
ρs (cgs) 1.84 0.32 0.29 1.43 0.44 0.28
log g (cgs) 4.481 0.044 0.051 4.461 0.057 0.041
Age (Gyr) 9.9 2.3 3.2 10.7 1.7 4.2
Rp (RJ) 0.942 0.032 0.020 1.115 0.057 0.061
Mp (MJ) 1.85 0.23 0.22 0.84 0.18 0.20
ρp (cgs) 2.99 0.46 0.45 0.82 0.30 0.24
a (au) 0.09309 0.00066 0.00059 0.1367 0.0012 0.0010
Teq (K)b 719 15 11 682 22 24
b 0.20 0.10 0.12 0.702 0.047 0.053
T12 (day) 0.01732 0.00109 0.0068 0.0343 0.0050 0.0046
T14 (day) 0.1627 0.0011 0.0010 0.1679 0.0027 0.0046
e 0a ... ... 0.137 0.072 0.074
ω (deg) ... ... ... 104 41 52
Distance (pc) 481 20 15 417 26 25
AV (mag) 0.109 0.072 0.072 <0.12c ... ...

Notes.

aParameter was fixed during the model-fitting process. bAssuming zero albedo and no redistribution of heat. c3σ upper limit given for reddening.

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5. Discussion and Conclusions

Both K2-114b and K2-115b are among the longest-period transiting gas giant planets with a measured mass. In fact, according to the NASA Exoplanet Archive (Akeson et al. 2013), K2-115b is currently27 the longest-period K2 transiting exoplanet with a well constrained mass (but see Bayliss et al. 2017).

The number of RVs we have accumulated for each system is relatively small, with five for K2-114 and seven for K2-115. The relatively small number of RVs results in a relatively poor constraint of the orbital eccentricity and RV semi-amplitude. The latter has an uncertainty of 12% for K2-114 and close to 22% for K2-115, leading to similar uncertainties on the two planet masses.

Note that both host stars are relatively old, with ages close to 10 Gyr, although with the typical large age uncertainties (see Table 5). For K2-115b, despite the host star old age, the combination of the measured orbital eccentricity ($e={0.137}_{-0.074}^{+0.072}$) and orbital separation ($a/{R}_{s}={33.8}_{-1.7}^{+2.3}$) suggests that if the orbit is indeed eccentric, that eccentricity is primordial, since it is not expected to be tidally circularized within the host star's lifetime (e.g., Mazeh 2008).

Figure 7 top panel shows the planet mass–radius diagram for gas giant plants, with Rp > 0.6 RJ, and with well-measured planet radius and mass. Those include 273 planets listed on the NASA Exoplanet Archive with planet radius errors smaller than 0.15 RJ and planet mass errors below 20% of the planet mass itself. Not included in that sample are circumbinary planets and directly imaged planets. The black and gray solid lines show the range of theoretical planet radii where the planet radius grows as the mass of its rocky core decreases (Fortney et al. 2007). The dashed gray lines are equal mean density lines. The two new planets, K2-114b and K2-115b, are marked in red. Both planets are not inflated compared to theoretical expectations, unlike many other planets in the diagram. Their positions are close to or consistent with theoretical expectations for a planet with little to no rocky core, for K2-115b, and a planet with a significant rocky core for K2-114b.

Figure 7.

Figure 7. This figure shows the planet radius (linear scale) as a function of planet mass (log scale; top panel) and stellar irradiation (log scale; bottom panel). K2-114b and K2-115b are marked in red. In the top panel the solid lines encompass the theoretically expected region where planets are expected to reside in this parameter space (Fortney et al. 2007), between a coreless planet (solid black line) and a planet with a massive core of 100 M (solid gray line). Both theoretical curves are for an assumed orbital star-planet separation of 0.045 au, although the planet radius changes by up to only ≈10% between a separation of 0.02 au and 0.10 au (Fortney et al. 2007). The dashed gray lines mark lines of equal mean density, and the density is labeled in the top part of the panel, in units of g cm−3. Both panels show in black 273 planets with Rp over 0.6 RJ, a planet radius error below 0.15 RJ, and a planet mass error below 20% of the planet mass itself, to include only planets with well-measured masses and radii. Circumbinary planets and directly imaged planets are excluded from these plots. Data shown in these plots were taken from the NASA Exoplanet Archive (Akeson et al. 2013) on 2017 June 1.

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The difference in the expected core mass between the two planets, combined with the larger planet mass of K2-114b compared to K2-115b, agrees with the empirical correlation between heavy element mass and planet mass for gas giants (Miller & Fortney 2011; Thorngren et al. 2016). The differences in the host star metallicity, with K2-114 being super-solar and K2-115 being sub-solar, also agrees with the gas giant planet mass–host star metallicity correlation (Miller & Fortney 2011; Thorngren et al. 2016). These correlations allow us to estimate the planets' compositions (Espinoza et al. 2017).

The bottom panel of Figure 7 shows the planet radius–stellar irradiation diagram (Rpf), including the same sample of planets as in the top panel, and where the two new planets are marked in red. Their positions are consistent with the hypothesis that the Rpf correlation does not continue below irradiation of 108 erg s−1 cm−2, where the correlation levels off and stellar irradiation does not significantly affect the planet radius. If true, this can be used as a clue for identifying the physical mechanism inflating gas giant planets, and it makes warm Jupiters good targets for testing theoretical mass–radius relations, as their radii are not affected by a physical mechanism that is currently not completely understood. However, an accurate characterization of the behavior of planet radius at low stellar irradiation requires the detection of many more warm Jupiters.

Finally, we note that the two new planets reported here are planned to be observed by K2 again during Campaign 18, from 2018 May to August, when K2 will re-observe the Campaign 5 field.28 If successful, this will give a 3-year time span and therefore allow us to refine the transit ephemerides and the planet-to-star-radii ratio, looking for transit timing variations and searching for other transiting planets in those systems.

We are grateful to the anonymous referee for the meticulous reading of the manuscript and for providing detailed comments that helped improve this work. We are grateful to Josh Pepper for his help in coordinating our ground-based follow-up observations with the KELT follow-up network. B.J.F. acknowledges that this material is based upon work supported by the National Science Foundation Graduate Research Fellowship under grant No. 2014184874. A.V. is supported by the NSF Graduate Research Fellowship, grant No. DGE 1144152. D.D. acknowledges support provided by NASA through Hubble Fellowship grant HST-HF2-51372.001-A awarded by the Space Telescope Science Institute, which is operated by the Association of Universities for Research in Astronomy, Inc., for NASA, under contract NAS5-26555. A.C.C. acknowledges support from STFC consolidated grant number ST/M001296/1. This paper includes data collected by the K2 mission. Funding for the K2 mission is provided by the NASA Science Mission directorate. This work makes use of observations from the LCO network. Some of the data presented herein were obtained at the W.M. Keck Observatory, which is operated as a scientific partnership among the California Institute of Technology, the University of California, and the National Aeronautics and Space Administration. The Observatory was made possible by the generous financial support of the W.M. Keck Foundation. The authors wish to recognize and acknowledge the very significant cultural role and reverence that the summit of Maunakea has always had within the indigenous Hawaiian community. We are most fortunate to have the opportunity to conduct observations from this mountain.

Facilities: Gemini:North (DSSI - , NIRI) - , K2 - , Keck:I (HIRES) - , Keck:II (NIRC2) - , LCO (SBIG - , Sinistro) - , Euler 1.2 m (CORALIE). -

Appendix: K2 Warm Jupiter Transit Candidate Identified as a False Positive

In addition to the two K2 transiting warm Jupiters whose confirmations as planets were described above, we have identified one K2 transiting warm Jupiter candidate, EPIC 212504617 (P = 39.26 days), as a stellar binary, meaning it is a false positive. The K2 Campaign 6 phase-folded transit light curve is shown in Figure 8, derived in the same way as described in Section 3.1.

Figure 8.

Figure 8. K2 Campaign 6 phase-folded transit light curve of EPIC 212504617, a warm Jupiter transiting candidate identified as a false positive.

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We have identified EPIC 212504617 as a stellar binary using two RVs obtained with the CORALIE spectrograph, mounted on the Euler 1.2 m telescope in La Silla, Chile. CORALIE is a high-resolution (R = 60,000) fiber-fed echelle spectrograph that covers the wavelength range from 3900 to 6800 Å (Queloz et al. 2001). Observations were made with a simultaneous Fabry–Pérot fiber to provide accurate wavelength calibration, and reduced via the standard CORALIE pipeline. The stellar spectra were cross-correlated against a numerical mask with non-zero zones corresponding to stellar absorption features at zero velocity.

Using CORALIE two observations of the candidate EPIC 212504617 were made, each with an exposure time of 2700 s. The two RVs have a difference of 16 km s−1. Those RVs are listed in Table 6 and shown in Figure 9. The best-fit circular orbit model for these RVs gives a semi-amplitude of K = 28.4 km s−1 and a systemic velocity of γ = −15.5 km s−1. This is a two-parameter model fitted to only two RVs, hence this model is used only as an estimate for the orbital RV variation. Given the transit period of P = 39.26 days and the host star's estimated mass of 1.01 M (Huber et al. 2016), the circular orbit RV semi-amplitude predicts a companion mass of about 0.6 M. Even when invoking a high eccentricity of 0.95 the companion mass should be at least 45 MJ for the system to show an RV variability of 16 km s−1. Therefore, the companion cannot be a planet and is highly unlikely to be substellar.

Figure 9.

Figure 9. Euler/CORALIE RVs of EPIC 212504617 phase-folded at the transit period of P = 39.26 day. The RVs are marked in blue (error bars are smaller than the marker size), and the dashed line shows the best-fit e = 0 orbital solution. Phase zero is the primary eclipse (transit) phase. The fitted semi-amplitude is 28.4 km s−1. Since this is a two-parameter model fitted to two RVs, this model is used only as an estimate for the orbital RV variation. This estimate rules out the possibility of a substellar mass companion, as discussed in more detail in the text.

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Table 6.  EPIC 212504617 Euler/CORALIE Radial Velocities

Time RV RV err
BJD (km s−1) (km s−1)
2457493.76167 −24.667 0.043
2457561.53544 −40.603 0.070

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Footnotes

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10.3847/1538-3881/aa8bb9