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Discovery of Three New Transiting Hot Jupiters: WASP-161 b, WASP-163 b, and WASP-170 b

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Published 2019 January 11 © 2019. The American Astronomical Society. All rights reserved.
, , Citation K. Barkaoui et al 2019 AJ 157 43 DOI 10.3847/1538-3881/aaf422

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1538-3881/157/2/43

Abstract

We present the discovery of three new transiting hot Jupiters by the WASP-South project, WASP-161 b, WASP-163 b, and WASP-170 b. Follow-up radial velocities obtained with the Euler/CORALIE spectrograph and transit light curves obtained with the TRAPPIST-North, TRAPPIST-South, SPECULOOS-South, NITES, and Euler telescopes have enabled us to determine the masses and radii for these transiting exoplanets. WASP-161 b completes an orbit around its V = 11.1 F6V-type host star in 5.406 days, and has a mass Mp = 2.5 ± 0.2MJup and radius Rp = 1.14 ± 0.06 RJup. WASP-163 b orbits around its host star (spectral type G8V and the magnitude V = 12.5) every 1.609 days, and has a mass of MP = 1.9 ± 0.2 MJup and a radius of Rp = 1.2 ± 0.1 RJup. WASP-170 b has a mass of 1.7 ± 0.2 MJup and a radius of 1.14 ± 0.09 RJup and is on a 2.344 day orbit around a G1V-type star of magnitude V = 12.8. Given their irradiations (∼109 erg s−1 cm−2) and masses, the three new planets' sizes are in good agreement with classical models of irradiated giant planets.

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1. Introduction

Inaugurated by the seminal discovery of 51 Peg b in 1995 (Mayor & Queloz 1995), the study of exoplanets has dramatically developed to become one of the most important fields of modern astronomy. Since 1995, most of the exoplanets have been detected by the transit technique (Charbonneau et al. 2000; Henry et al. 2000).

Among this large harvest, highly irradiated giant planets (a.k.a. hot Jupiters) transiting bright nearby stars have a particular scientific interest. These rare objects—<1% of solar-type stars (Winn & Fabrycky 2015)—undergo irradiation that is orders of magnitude larger than that of any solar system planet (Fortney et al. 2007), and are subject to intense gravitational and magnetic fields (Chang et al. 2010; Correia & Laskar 2010). Studying in detail their physical and chemical responses to such extreme conditions provides a unique opportunity to improve our knowledge on planetary structure, composition, and physics. The brightness of their host star combined with their eclipsing configuration makes such detailed characterization possible, notably to precisely measure their size, mass, and orbital parameters (Deming & Seager 2009; Winn 2010), but also to probe their atmospheric properties, for example, the P − T profiles, chemical composition, and albedos (Seager & Deming 2010; Crossfield 2015; Sing et al. 2016).

The WASP (Wide Angle Search for Planets) project (described in Pollacco et al. 2006; Collier Cameron et al. 2007) uses two robotic installations, one at La Palma (Spain) and one at Sutherland (South Africa), to scout the sky for gas giants transiting the solar-type stars. With more than 100 hot Jupiters discovered so far in front of bright nearby stars, WASP is a key contributor to the study of highly irradiated giant planets. In this paper, we report the discovery of three new gas giants, WASP-161 b, WASP-163 b, and WASP-170 b, transiting bright (V = 11.1, 12.5, and 12.8) solar-type (F6-, G8-, and G1-type) dwarf stars.

In Section 2, we present the observations used to discover WASP-161 b, WASP-163 b, and WASP-170 b, and to confirm their planetary natures and measure their parameters. In Section 2.2.1, we describe notably TRAPPIST-North, a 60 cm robotic telescope installed recently by the University of Liège at Oukaimeden observatory (Morocco), that played a significant role in the confirmation and characterization of the planets. Section 3.1 presents the determination of the atmospheric parameters of the host stars. In Section 3.2, we describe our global analysis of the data set for the three planetary systems that enabled us to determine their main physical and orbital parameters. We discuss briefly our results in Section 6.

2. Observations and Data Reduction

2.1. WASP Photometry

WASP-161 and WASP-170 (see Table 1 for coordinates and magnitudes) were observed with WASP-South (Hellier et al. 2011, 2012) in 2011 and 2012, while WASP-163 was observed in 2010 and 2012. The WASP-South data reduction methods described by Collier Cameron et al. (2006) and selected (Collier Cameron et al. 2007) as valuable candidates showing possible transits of short-period (∼5.4, 1.6, and 2.3 days) planetary sized bodies (Figure 1).

Figure 1.

Figure 1. Light curves of WASP-161 (top), WASP-163 (middle), and WASP-170 (bottom) (binned = 10 minutes) folded on the transit ephemeris from the transit search algorithm described in Collier Cameron et al. (2006).

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Table 1.  The Parameters of the WASP-161, WASP-163, and WASP-170 Planetary Systems (Values + 1σ Error Bars), As Deduced from Our Data Analysis Presented in Section 3

  General Star Information
  WASP-161 WASP-163 WASP-170
  2MASS08252108–1130035 2MASS17060901–1024467 2MASS09013992–2043133
  GaiaId 5751177091580191360 GaiaId 4334991786994866304 GaiaId 5656184406542140032
R.A. (J200) 08h25m21fs09 17h06m08fs98 09h01m39fs93
Decl. (J200) −11°30'03farcs6 −10°24'47farcs0 −20°43'13farcs6
Vmag [UCAC4] 10.98 12.54 12.65
Jmag [2MASS] 10.09 10.67 11.13
Gmag [Gaia-DR1] 10.84 12.13 12.36
Parallax [mas] [Gaia-DR2] 2.8864 ± 0.0345 3.7981 ± 0.0525 3.2439 ± 0.0390
  Stellar parameters from spectroscopic analysis
Teff (K) 6400 ± 100 5500 ± 200 5600 ± 150
$\mathrm{log}{g}_{\star }$ [cgs] 4.5 ± 0.15 4.0 ± 0.3 4.0 ± 0.2
[Fe/H] +0.16 ± 0.09 −0.34 ± 0.21 +0.22 ± 0.09
Spectral type F6 G8 G1
$V\sin i$ [Km/s] 18 ± 0.8 <5 5.6 ± 1
$\mathrm{log}A({Li})$ No Lithium seen <1.6 1.52 ± 0.09
  Parameters from MCMC analysis
MCMC Jump Parameters    
(Rp/R)2 [%] 0.45092 ± 0.00023 1.417 ± 0.067 1.382 ± 0.001
Impact parameter b [R] ${0.14}_{-0.10}^{+0.15}$ ${0.45}_{-0.06}^{+0.09}$ 0.689 ± 0.021
Transit duration W [day] 0.2137 ± 0.0022 0.093 ± 0.001 0.085 ± 0.001
Midtransit T0 [HJD] 7416.5289 ± 0.0011 7918.4620 ± 0.0004 7802.3915 ± 0.0002
Orbital period P [day] 5.4060425 ± 0.0000048 1.6096884 ± 0.0000015 2.34478022 ± 0.0000036
RV K2 [m s−1d1/3] 405 ± 20 386.69 ± 16 340 ± 20
Effective temperature Teff [K] 6406 ± 100 5499 ± 200 5593 ± 150
Metallicity [Fe/H] 0.16 ± 0.09 −0.34 ± 0.21 0.21 ± 0.19
Deduced Stellar Parameters from MCMC    
Mean density ρ [ρ] ${0.282}_{-0.027}^{+0.013}$ ${0.92}_{-0.10}^{+0.13}$ ${1.121}_{-0.076}^{+0.093}$
Stellar surface gravity $\mathrm{log}{g}_{\star }$ [cgs] ${4.111}_{-0.033}^{+0.023}$ ${4.411}_{-0.040}^{+0.042}$ 4.466 ± 0.031
Stellar mass M [M] 1.39 ± 0.14 0.97 ± 0.15 0.93 ± 0.15
Stellar radius R [R] ${1.712}_{-0.072}^{+0.083}$ ${1.015}_{-0.074}^{+0.071}$ ${0.938}_{-0.061}^{+0.056}$
Luminosity L [L] ${4.44}_{-0.48}^{+0.56}$ ${0.84}_{-0.17}^{+0.20}$ 0.77 ± 0.14
Deduced Planet Parameters from MCMC WASP-161 b WASP-163 b WASP-170 b
RV K [ms−1] 230 ± 12 329 ± 14 255 ± 15
Planet/star radius ratio Rp/R 0.0671 ± 0.0017 0.119 ± 0.003 0.1175 ± 0.0041
Impact parameter b [R] ${0.14}_{-0.10}^{+0.15}$ ${0.448}_{-0.094}^{+0.063}$ 0.689 ± 0.021
Semimajor axis a/R ${8.49}_{-0.28}^{+0.13}$ ${5.62}_{-0.21}^{+0.26}$ ${7.71}_{-0.18}^{+0.21}$
Orbital semimajor axis a [au] 0.0673 ± 0.0023 0.0266 ± 0.0014 0.0337 ± 0.0018
Inclination ip [deg] ${89.01}_{-1.0}^{+0.69}$ ${85.42}_{-0.85}^{+1.10}$ 84.87 ± 0.28
Density ρp [ρJup] 1.66 ± 0.22 ${1.07}_{-0.17}^{+0.23}$ ${1.21}_{-0.19}^{+0.24}$
Surface gravity $\mathrm{log}{g}_{p}$ [cgs] ${3.69}_{-0.42}^{+0.37}$ 3.52 ± 0.05 3.54 ± 0.05
Mass Mp [MJup] 2.49 ± 0.21 1.87 ± 0.21 1.6 ± 0.2
Radius Rp [RJup] ${1.143}_{-0.058}^{+0.065}$ 1.202 ± 0.097 1.096 ± 0.085
Roche limit aR [au] ${0.01101}_{-0.00068}^{+0.00075}$ 0.011 ± 0.001 0.011 ± 0.001
a/aR ${6.12}_{-0.28}^{+0.25}$ ${2.35}_{-0.13}^{+0.16}$ 3.15 ± 0.19
Equilibrium temperature Teq [K] ${1557}_{-29}^{34}$ 1638 ± 68 1422 ± 42
Irradiation [erg s−1 cm−2] ${1.35}_{-0.26}^{+0.34}\times {10}^{9}$ 1.63 ± 0.45 × 109 ${9.3}_{-2.5}^{+2.3}\times {10}^{8}$

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2.2. Follow-up Photometry

2.2.1. TRAPPIST-North

TRAPPIST-North is a new robotic telescope that is 60 cm in diameter and was installed in 2016 June at the Oukaimeden Observatory (Morocco). It was installed by the University of Liège (Belgium) and in collaboration with the Cadi Ayyad University of Marrakech (Morocco). TRAPPIST-North extends the TRAPPIST project to the northern hemisphere, and, like its southern twin TRAPPIST-South, aims to detect and characterize transiting exoplanets and to study comets and other small bodies (e.g., asteroids) in the solar system. The exoplanet program of TRAPPIST (75% of its observational time) is dedicated to several programs: participating in the SPECULOOS project that aims to explore the nearest ultracool dwarf stars for transiting terrestrial planets (Burdanov et al. 2017; Gillon et al. 2017; Delrez et al. 2018; Gillon 2018); the search for the transit of planets previously detected by radial velocity (Bonfils et al. 2011); the follow-up of transiting planets of high interest (e.g., Gillon et al. 2012); and the follow-up of transiting planet candidates identified by wide-field transit surveys like WASP (e.g., Delrez et al. 2014). TRAPPIST-North has an F/8 Ritchey–Chretien optical design and is protected by a 4.2 m diameter dome equipped with a weather station and independent rain and light sensors. The telescope is equipped with a thermoelectrically cooled 2048 × 2048 deep-depletion Andor IKONL BEX2 DD CCD camera that has a pixel scale of 0farcs60 that translates into an FOV of 19farcm× 19farcm8. It is coupled with a direct-drive mount of German equatorial design. For more technical details and performances of the TRAPPIST telescopes, see Jehin et al. (2011).

TRAPPIST-North observed two partial transits of WASP-161 b in the Sloan-z' filter (2017 December 20 and 2018 February 12), two partial transits and one full transit of WASP-163 b in the I + z filter (2017 April 24, May 2, and June 13), and three partial transits of WASP-170 b in the I + z (2017 April 19 and 2018 January 11) and V (2017 February 17) filters. The reduction and photometric analysis of the data were performed as described in Gillon et al. (2013). The resulting light curves are shown in Figures 24.

Figure 2.

Figure 2. Right panel: individual follow-up transit light curves for WASP-161 binned per 0.005 day (7.2 minutes). The solid red lines are the best-fit transit models. We shifted the light curves along the y axis for clarity. Left panel, top: CORALIE RVs for WASP-161 with the best-fit Keplerian model in red. Left panel, bottom: bisector spans (BIS) vs. RVs diagram.

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Figure 3.

Figure 3. Same as Figure 2 but for WASP-163.

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Figure 4.

Figure 4. Same as Figure 2 but for WASP-170.

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2.2.2. TRAPPIST-South

We used the 60 cm robotic telescope TRAPPIST-South (TRansiting Planets and PlanetesImals Small Telescope; Gillon et al. 2011; Jehin et al. 2011) at La Silla (Chile) to observe a partial transit of WASP-161 b in the Sloan-z' filter on 2016 January 28, two partial transits of WASP-163 b in a broad I + z filter on 2014 September 6 and 2016 July 5, and two transits (one full + one partial) of WASP-170 b in I + z on 2015 December 25 and 2017 February 26. TRAPPIST-South is equipped with a thermoelectrically cooled 2 K × 2 K CCD with the pixel scale of 0farcs65 that translates into a 22' × 22' of FOV. Standard calibration of the images, fluxes extraction, and differential photometry were then performed as described in Gillon et al. (2013). The resulting light curves are shown in Figures 24.

2.2.3. EulerCam

We used the EulerCam camera (Lendl et al. 2012) on the 1.2 m Euler-Swiss telescope at La Silla Observatory in Chile to observe a transit of WASP-163 b on 2016 July 27 in the RG filter, and also a transit of WASP-170 b on 2016 December 20 in the broad NGTS filter (λNGTS = [500–900 nm]; Wheatley et al. 2018). The calibration and photometric reduction (aperture + differential photometry) of the images were performed as described by Lendl et al. (2012). The resulting light curves are shown in Figures 3 and 4.

2.2.4. NITES

We use 0.4 m NITES (Near-Infrared Transiting ExoplanetS Telescope, McCormac et al. 2014) robotic telescope at La Palma (Canary Islands) to observe two transits of WASP-163 b. The first transit was full and observed in R-band on 2016 June 27, while the second was only partial and observed in I-band on 2016 July 10. NITES is equipped with a 1024 × 1024 CCD camera that has a pixel scale of 0farcs66 that translates into an FOV of 11farcm× 11farcm3. The standard calibration of the science images, fluxes extraction, and differential photometry were then performed as described in Craig et al. (2015), Barbary (2016), Bertin & Arnouts (1996), and McCormac et al. (2013). The resulting light curves are shown in Figure 3.

2.2.5. SPECULOOS-South

We use 1 m robotic SSO-Europa telescope, one of the four telescopes of the SPECULOOS-South facility, (more details found in Delrez et al. 2018; Gillon 2018; Burdanov et al. 2017) to observe one full-transit of WASP-161 b on 2018 January 5 in the Sloan-z' filter. Each 1 m robotic telescope is equipped with a 2 K × 2 K CCD camera, with good sensitivity in the very-near-infrared up to 1 μm. The calibration and photometric reduction of the data were performed as described in Gillon et al. (2013). The resulting light curve is shown in Figure 2.

2.3. Follow-up Spectroscopy

We gathered a series of spectra of the three stars with the CORALIE spectrograph (Queloz et al. 2000) mounted on the 1.2 m Euler-Swiss telescope at ESO La Silla Observatory in Chile. An exposure time of 30 minutes was used for each of these spectroscopic observations. We measured 24 spectra of WASP-161 between 2014 December and 2017 January; 25 spectra of WASP-163 between 2015 June and 2017 May; and 20 spectra of WASP-170 between 2015 February and 2017 May. We applied the cross-correlation technique described in Baranne et al. (1996) on the spectra of each star to measure the radial velocities (RVs) presented in Table 6. The resulting RV time-series shows clear sinusoidal signals with periods and phases in good agreement with those deduced from the WASP transit detections (Figures 24).

For each star, the bisector spans (BSs; Queloz et al. 2001) of the cross-correlation functions (CCF) have standard deviations close to their average errors (122 versus 80 ms−1, 116 versus 125 ms−1, and 87 versus 97 ms−1 for WASP-161, WASP-163, and WASP-170 respectively). Furthermore, a linear regression analysis does not show any significant correlation between these BSs and the corresponding RVs, the computed slopes being −0.02 ± 0.16, 0.07 ± 0.09, and 0.01 ± 0.11 for, respectively, WASP-161, WASP-163, and WASP-170 (Figures 24). This absence of correlation enables us to discard the scenario of a blended eclipsing binary (BEB). Indeed, if the orbital signal of a BEB was causing a clear periodic wobble of the sum of its CCF(s) and that of the target, then it should also create a significant periodic distortion of its shape, resulting in variations of the BS in phase with those of the RV, and with the same order of magnitude (Torres et al. 2004).

3. Data Analysis

3.1. Spectroscopic Analysis

For each host star, we coadded the CORALIE spectra to produce a combined spectrum with an average S/N per pixel between 50 and 100. We analyzed each combined spectrum with the technique described by Doyle et al. (2013) to determine the following stellar atmospheric parameters: the effective temperature Teff, the surface gravity $\mathrm{log}g$, the lithium abundance $\mathrm{log}A$(Li), the metallicity [Fe/H], and the projected rotational velocity $v\sin i$. $v\sin i$ was constrained using the calibration of Doyle et al. (2014), assuming macroturbulence values of 5.31 km s−1, 3.59 km s−1, and 3.74 km s−1 for WASP-161, WASP-163, and WASP-170 respectively. The results of this spectral analysis are shown in Table 1.

Table 2.  Periodogram Analysis of the WASP Light Curves for WASP-170

Camera Dates N P (day) a (mmag) FAP
  (JD-2450000)        
227 4846–4943 4899 7.780 0.010 <10−4
227 5567–5675 2407 3.978 0.005 0.15
227 5913–6041 2794 7.725 0.007 <10−4
228 4846–4943 5283 7.703 0.011 <10−4
228 5212–5308 4747 7.813 0.006 0.002
228 5613–5676 2651 4.073 0.003 1.00
228 5913–6041 3649 7.747 0.008 <10−4

Note. N: the number of observations used in our analysis, a: the semiamplitude of the best-fit sine wave at the period P found in the periodogram with FAP.

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3.2. RVs + Light-curves Analysis

We performed a global analysis of the RVs (Table 6) and transit light curves (Table 3) with the MCMC (Markov chain Monte Carlo) algorithm described by Gillon et al. (2012) to determine the parameters of each planetary system. While the CORALIE RVs were modeled with a classical Keplerian model (e.g., Murray & Correia 2010), the transit light curves were represented by the transit model of Mandel & Agol (2002), assuming a quadratic limb-darkening law, multiplied by a baseline model consisting of a polynomial function of one or several external parameters (time, background, airmass, etc.; see Table 3). The selection of the model used for each time-series was based on the minimization of the Bayesian Information Criterium (BIC, Schwarz 1978).

Table 3.  Parameters of Each Light Curve

Target Night Telescope Filter Np Texp (s) Baseline function σ (%) σ7.2 m(%) βw βr CF
WASP-161 2016 Jan 28 TRAPPIST-S Sloan-z' 938 10 p(t + xy + o) 0.37 0.051 1.29 1.08 1.39
WASP-161 2017 Dec 20 TRAPPIST-N Sloan-z' 902 10 p(t + b) 0.43 0.072 1.14 1.05 1.20
WASP-161 2018 Jan 5 SPECULOOS Sloan-z' 1235 10 p(xy) 0.44 0.087 1.22 1.44 1.72
WASP-161 2018 Feb 12 TRAPPIST-N Sloan-z' 892 10 p(a) 0.46 0.054 1.14 1.20 1.37
WASP-163 2014 Sep 6 TRAPPIST-S I + z 345 12 p(t) 0.33 0.006 1.06 1.00 1.06
WASP-163 2016 Jun 27 NITES Johnson-R 443 30 p(t) 0.41 0.012 1.71 1.00 1.71
WASP-163 2016 Jun 27 EulerCam RG 170 60 p(t + f + b) 0.11 0.005 1.20 1.10 1.31
WASP-163 2016 Jul 5 TRAPPIST-S I + z 602 12 p(a + xy) 0.35 0.011 1.16 1.35 1.56
WASP-163 2016 Jul 10 NITES Johnson-I 388 30 p(t) 0.58 0.012 1.55 1.18 1.83
WASP-163 2017 Apr 24 TRAPPIST-N I + z 487 12 p(t + xy + o) 0.31 0.008 1.02 1.07 1.09
WASP-163 2017 May 2 TRAPPIST-N I + z 213 12 p(b) 0.54 0.009 0.90 1.00 0.90
WASP-163 2017 Jun 13 TRAPPIST-N I + z 557 14 p(t + f) 0.69 0.021 0.87 1.16 1.01
WASP-170 2015 Dec 25 TRAPPIST-S I + z 359 15 p(f) 0.29 0.008 1.04 1.05 1.09
WASP-170 2016 Dec 20 EulerCam NGTS 207 40 p(t) 0.11 0.005 1.49 1.13 1.68
WASP-170 2017 Feb 17 TRAPPIST-N Johnson-V 239 20 p(t) 0.46 0.013 1.22 1.00 1.22
WASP-170 2017 Feb 26 TRAPPIST-S I + z 545 15 p(t + a) 0.51 0.015 1.32 1.16 1.53
WASP-170 2017 Apr 19 TRAPPIST-N I + z 186 15 p(a + xy) 0.41 0.008 0.99 1.00 0.99
WASP-170 2018 Jan 11 TRAPPIST-N I + z 315 15 p(t) 0.26 0.007 0.75 1.11 0.83

Note. The table shows for each light curve the date, telescope, filter, number of data points, exposure time, selected baseline function, rms of the best-fit residuals, deduced values for βw, βr and CF = βw × βr. For the baseline function, p(epsilonN), denotes, respectively, an N-order polynomial function of time (epsilon = t), airmass (epsilon = a), full width at half maximum (epsilon = f), background (epsilon = b), and x and y positions (epsilon = xy). The symbol o denotes an offset fixed at the time of the meridian flip.

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TRAPPIST-North and TRAPPIST-South telescopes are equipped with German equatorial mounts that have to rotate 180° at meridian, resulting in different positions of the stars' images on the detector after the flip, translating into an offset of the fluxes in the light curves. For the corresponding light curves, a normalization offset at the time of the flip was thus added to the assumed model (Table 3).

Table 4.  Stellar Mass and Age Estimates from the Software BAGEMASS

Star Mass [M] Age [Gyr]
WASP-161 A 1.42 ± 0.05 (1.40) 2.4 ± 0.4 (2.4)
WASP-163 A 0.87 ± 0.06 (0.78) 11.4 ± 3.5 (17.4)a
WASP-170 A 0.99 ± 0.07 (1.03) 4.8 ± 3.1 (2.9)

Note.

aBest fit occurs at edge of model grid.

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For each system, the "jump" parameters of the Markov Chains, i.e., the parameters perturbed at each step of the chains, were the transit duration, depth, and impact parameter (W, dF, and b, respectively), the orbital period P, the midtransit time T0, the parameters $\sqrt{e}\cos \omega $ and $\sqrt{e}\sin \omega $ (with ω the argument of periastron and e the orbital eccentricity), the parameter $K2=K\sqrt{1-{e}^{2}}{P}^{1/3}$ (with K is the RV semiamplitude), and the stellar metallicity [Fe/H] and effective temperature Teff. In addition, for each filter, the combinations, c1 = 2 × u1 + u2 and c2 = u1 − 2 × u2 were also jump parameters, u1 and u2 being the linear and quadratic limb-darkening coefficients. Normal prior probability distribution functions (PDFs) based on the theoretical tables of Claret (2000) were assumed for u1 and u2 (Table 5). For Teff and [Fe/H], Gaussian PDFs based on the values + errors derived from our spectral analysis (Table 1) were used. For the other jump parameters, uniform prior PDFs were assumed (e.g., e ≥ 0, b ≥ 0).

Table 5.  The Quadratic Limb-darkening (LD) Coefficients u1 and u2 Used in Our MCMC Analysis

LD Coefficient WASP-161 WASP-163 WASP-170
u1,z' 0.184 ± 0.011
u2,z' 0.300 ± 0.005
u1,I+z 0.207 ± 0.012 0.2539 ± 0.0202
u2,I+z 0.297 ± 0.010 0.2788 ± 0.0152
u1,Johnson–I 0.331 ± 0.034 0.2727 ± 0.0321
u2,Johnson–I 0.251 ± 0.019 0.2805 ± 0.0158
u1,Johnson–R 0.420 ± 0.043
u2,Johnson–R 0.248 ± 0.027
u1,Johnson–V 0.437 ± 0.044
u2,Johnson–V 0.271 ± 0.025

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Each global analysis was composed of three Markov chains of 105 steps whose convergence was checked using the statistical test presented by Gelman & Rubin (1992). The correlation of the noise present in the light curves was taken into account by rescaling the errors as described by Gillon et al. (2012). For the RVs, the quadratic difference between the mean error of the measurements and the standard deviation of the best-fit residuals were computed as 32.6 m s−1, 54.1 m s−1, and 42.8 m s−1 for WASP-161, WASP-163, and WASP-170, respectively. These "jitter" noises were added quadratically to the errors.

At each step of the Markov chains, a value for the stellar density ρ* was computed from dF, b, W, P, $\sqrt{e}\cos \omega $, and $\sqrt{e}\sin \omega $ (see, e.g., Winn 2010). This value of ρ* was then used in combination with the values for Teff and [Fe/H] to compute a value for the stellar mass M* from the empirical calibration of Enoch et al. (2010). Two MCMC analyses were performed for each system, one assuming an eccentric orbit and one assuming a circular one. The Bayes factors, computed as $\exp (-{\rm{\Delta }}\mathrm{BIC}/2)$, were largely (>1000) in favor of a circular model for the three systems, and we thus adopted the circular solution for all of them. These solutions are presented in Table 1. The noncircular solutions enable us to estimate the 3σ upper limits on the orbital eccentricity as 0.43, 0.13, and 0.23 for, respectively, WASP-161 b, WASP-163 b, and WASP-170 b.

As a sanity check of our results, we also estimated the stellar radius R from the star's parallax determined by Gaia (Gaia Collaboration et al. 2018), its effective temperature Teff, and its bolometric magnitude Mbol, using the equations:

Equation (1)

Equation (2)

Equation (3)

Equation (4)

where Mv is the absolute visual magnitude, BC is the bolometric correction (Pecaut & Mamajek 2013), d is the distance in parsec, pc, L is the star luminosity, and σ is the Stefan–Boltzmann constant. We estimated the error on R by propagating the errors of all other parameters. We obtained 1.55 ± 0.08 R for WASP-161, 0.86 ± 0.07 R for WASP-163, and 0.91 ± 0.06 R for WASP-170, in good agreement with our MCMC results shown in Table 1.12

4. Stars' Rotation Periods

The WASP-170 light curve from WASP-South shows a quasi-periodic modulation with an amplitude of about 0.6% and a period of about 7.8 days. We assume this is due to the star spots (i.e., the combination of the star rotation and the magnetic activity). The rotational modulation of each star was estimated by using the sine-wave fitting method described in Maxted et al. (2011). The star variability due to star spots is not expected to be coherent on long timescales as a consequence of the finite lifetime of the star spots and differential rotation in the photosphere, so we analyzed the WASP-170 data separately. We separately analyzed the WASP-170 data from each camera used, so that we could estimate the reliability of the results. The transit signal was removed from the data to calculate the periodograms by subtracting a simple transit model from the light curve. We calculated the periodograms over uniformly spaced frequencies from 0 to 1.5 cycles/day. The false alarm probability (FAP) is calculated by the boot-strap Monte Carlo as described in Maxted et al. (2011). The results are presented in Table 2, and the periodograms and light curves are shown in Figure 5. The rotation period value we obtain is Prot = 7.75 ± 0.02 days from the clear signal near 7.8 days in five out of seven data sets. From the stellar radius estimated and the rotation period, the value of ${V}_{\mathrm{rot}}\sin I=6.1\pm 0.3$ km s−1 is implied, assuming that the axes of the star and the planet orbital are approximately aligned, in good agreement with our spectroscopic analysis (vsini = 5.6 ± 1.0 km s−1, see the Table 1). We modeled the rotational modulation in the light curves for each camera and season with the rotation period fixed at Prot = 7.75 days using the least-squares fit of a sinusoidal function and its first harmonic. Similar analyses are performed for WASP-161 and WASP-163.

Figure 5.

Figure 5. Left panel: periodograms of WASP-170. Horizontal lines indicate FAP levels 0.1, 0.01, and 0.001. Right panel: light curves binned in the blue points on the assumed rotation period of 7.75 days with second-order harmonic series fit by least squares in the green lines.

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5. Stellar Evolution Modeling

We estimated the mass and age of the host stars using the software BAGEMASS13 based on the Bayesian method described in Maxted et al. (2015). The models used in the software BAGEMASS were calculated using the GARSTEC stellar evolution code as described in Weiss & Schlattl (2008). The deduced stellar masses and ages calculated are shown in Table 4. The inferred masses are in good agreement with the ones resulting from our global MCMC analysis (see Table 1).

Table 6.  CORALIE Radial-velocity Measurements for WASP-161, WASP-163, and WASP-170 (BS = bisector spans)

Target HID- RV σRV BS Target HID- RV σRV BS
  2,450,000 (km s−1) (km s−1) (km s−1)   2,450,000 (km s−1) (km s−1) (km s−1)
WASP-163 7193.741864 −37.28368 0.11764 −0.05553 WASP-161 6995.779435 37.47673 0.03954 0.10140
WASP-163 7194.544082 −37.93075 0.07383 0.14349 WASP-161 7404.735111 37.93140 0.04051 −0.15260
WASP-163 7221.642393 −37.90136 0.07320 −0.10196 WASP-161 7421.604076 37.83967 0.03886 −0.17254
WASP-163 7264.560197 −37.21532 0.08258 0.30132 WASP-161 7422.600890 37.60262 0.03490 −0.17929
WASP-163 7265.528948 −37.85780 0.08717 0.20131 WASP-161 7423.668930 37.52064 0.03555 −0.28021
WASP-163 7268.579849 −37.96344 0.07401 0.09958 WASP-161 7425.646222 37.72356 0.03456 −0.04948
WASP-163 7276.497340 −37.95927 0.10641 −0.01258 WASP-161 7426.579130 37.96837 0.03946 −0.16563
WASP-163 7277.497313 −37.30844 0.07177 −0.11522 WASP-161 7428.627488 37.41733 0.03252 0.04443
WASP-163 7292.517764 −37.82511 0.09442 0.24068 WASP-161 7451.572650 37.47357 0.03171 −0.18188
WASP-163 7293.464761 −37.14368 0.07405 0.24267 WASP-161 7452.635935 37.57245 0.03459 0.02944
WASP-163 7294.524814 −37.73113 0.08910 0.15248 WASP-161 7453.567361 37.93838 0.03395 −0.14701
WASP-163 7484.863204 −37.46746 0.03879 −0.03903 WASP-161 7457.538982 37.46129 0.03590 0.10144
WASP-163 7486.827998 −37.42444 0.04741 0.16399 WASP-161 7481.604825 37.65253 0.04218 −0.16457
WASP-163 7487.796538 −37.79839 0.04198 0.09038 WASP-161 7485.611602 37.80633 0.03723 0.06739
WASP-163 7488.843232 −37.86941 0.03227 0.08838 WASP-161 7669.874869 37.96450 0.03643 −0.26075
WASP-163 7523.858463 −37.41079 0.04884 0.02768 WASP-161 7670.873488 37.54791 0.03644 0.07926
WASP-163 7567.695488 −37.80440 0.03823 0.05318 WASP-161 7674.868344 37.89486 0.04877 −0.13512
WASP-163 7569.757824 −37.85478 0.05104 0.07520 WASP-161 7716.752403 37.48642 0.06487 −0.04681
WASP-163 7575.726750 −37.81565 0.04977 −0.13093 WASP-161 7717.747923 37.75662 0.04854 −0.01920
WASP-163 7576.662344 −37.38270 0.04033 0.02235 WASP-161 7718.788841 37.80035 0.03818 −0.07805
WASP-163 7577.523403 −37.95890 0.04961 0.01980 WASP-161 7726.778064 37.39224 0.03876 0.01718
WASP-163 7593.681424 −37.95775 0.05024 0.00629 WASP-161 7746.846331 37.51936 0.03845 −0.04507
WASP-163 7652.535369 −37.33184 0.03470 −0.02346 WASP-161 7751.735303 37.69111 0.05137 −0.11653
WASP-163 7823.841592 −38.04752 0.05155 −0.10981 WASP-161 7761.696319 37.93171 0.04203 −0.35162
WASP-163 7894.742995 −37.97268 0.04302 0.07214          
WASP-170 7066.749515 30.67098 0.04671 0.16402 WASP-170 7753.676136 30.70862 0.03924 −0.12366
WASP-170 7686.843189 31.25138 0.06427 −0.08954 WASP-170 7754.698984 31.19850 0.04009 −0.08925
WASP-170 7694.846421 30.81621 0.04224 −0.09353 WASP-170 7759.695126 31.20223 0.04579 −0.08356
WASP-170 7719.778573 31.25569 0.04232 −0.07239 WASP-170 7760.780900 30.70044 0.03683 −0.09317
WASP-170 7721.746763 31.13284 0.04660 −0.03291 WASP-170 7773.792434 31.17400 0.03803 0.01621
WASP-170 7723.773046 30.84403 0.05319 −0.00621 WASP-170 7801.545185 31.08175 0.06548 −0.07362
WASP-170 7724.787756 31.05367 0.03945 0.00095 WASP-170 7812.635803 30.67711 0.06835 0.12073
WASP-170 7726.799025 31.25678 0.03495 −0.04931 WASP-170 7825.546120 31.14228 0.04425 −0.03448
WASP-170 7747.780705 31.16081 0.03596 −0.07385 WASP-170 7859.637199 30.88820 0.07800 −0.20830
WASP-170 7749.729288 31.01646 0.04208 0.03075 WASP-170 7883.473343 31.07842 0.06692 −0.19927

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6. Discussion

WASP-161 b, WASP-163 b, and WASP-170 b are planets slightly larger (1.14 ± 0.06 RJup, 1.2 ± 0.1 RJup, and 1.10 ± 0.09 RJup) and more massive (2.5 ± 0.2 MJup, 1.9 ± 0.2 MJup, and 1.6 ± 0.2 MJup) than Jupiter. Given their masses and their large irradiations (Figure 6(a)), their radii are well reproduced by the models of Fortney et al. (2007), assuming a core mass of a few dozens of M and ages larger than a few hundreds of megayears (Figure 6(b)).

Figure 6.

Figure 6. Panel (a): irradiation-radius diagram. Panel (b): mass–radius diagram for the known transiting planets with masses ranging from 0.5 to 4 MJupiter (data from exoplanets.org are shown as skyblue triangles with error bars). The planets WASP-161 b, WASP-163 b, and WASP-170 b are shown in violet. In (b), the black lines present models of irradiated giant planets with semimajor axes of 0.045 au, core masses of 25 M, and ages of 300 Myr, 1 Gyr and 4.5 Gyr (Fortney et al. 2007). The empirical law of Weiss et al. (2013) is also plotted as a red line.

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The empirical relationship derived by Weiss et al. (2013) for planets more massive than 150M, Rp/R = 2.45 (Mp/M)−0.039±0.01 (F/erg s−1 cm−2)0.094 predicts radii of 1.16 ± 0.30 RJup, 1.20 ± 0.34 RJup, and 1.15 ± 0.31 RJup for WASP-161 b, 163 b, and 170 b, respectively, which are consistent with our measured radii. The three new planets whose discovery is described thus appear to be "standard" hot Jupiters that do not present a "radius anomaly" challenging standard models of irradiated gas giants.

The discovery of WASP-161 b, WASP-163 b, and WASP-170 b establishes the new robotic telescope TRAPPIST-North as a powerful northern facility for the photometric follow-up of transiting exoplanet candidates found by ground-based wide-field surveys like WASP, and soon by the space-based mission TESS (Ricker et al. 2016).

WASP-South is hosted by the SAAO and we are grateful for their ongoing support and assistance. Funding for WASP comes from consortium universities and from the UK's Science and Technology Facilities Council. The Euler-Swiss telescope is supported by the Swiss National Science Foundation. TRAPPIST-South is funded by the Belgian Fund for Scientic Research (FNRS) under the grant FRFC 2.5.594.09.F, with the participation of the Swiss National Science Foundation (SNF). M.G. is FNRS Research Associate, and E.J. is FNRS Senior Research Associate. L.D. acknowledges support from the Gruber Foundation Fellowship. The research leading to these results has received funding from the European Research Council under the FP/2007-2013 ERC Grant Agreement 336480, and from the ARC grant for Concerted Research Actions, financed by the Wallonia-Brussels Federation. This work was also partially supported by a grant from the Simons Foundation (ID 327127 to Didier Queloz), a grant from the Erasmus+ International Credit Mobility programme (K. Barkaoui), as well as by the MERAC foundation (P. I. Triaud).

Footnotes

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10.3847/1538-3881/aaf422