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OBSERVATIONS OF DOPPLER BOOSTING IN KEPLER LIGHT CURVES

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Published 2010 April 23 © 2010. The American Astronomical Society. All rights reserved.
, , Citation Marten H. van Kerkwijk et al 2010 ApJ 715 51 DOI 10.1088/0004-637X/715/1/51

0004-637X/715/1/51

ABSTRACT

Among the initial results from Kepler were two striking light curves, for KOI 74 and KOI 81, in which the relative depths of the primary and secondary eclipses showed that the more compact, less luminous object was hotter than its stellar host. That result became particularly intriguing because a substellar mass had been derived for the secondary in KOI 74, which would make the high temperature challenging to explain; in KOI 81, the mass range for the companion was also reported to be consistent with a substellar object. We re-analyze the Kepler data and demonstrate that both companions are likely to be white dwarfs. We also find that the photometric data for KOI 74 show a modulation in brightness as the more luminous star orbits, due to Doppler boosting. The magnitude of the effect is sufficiently large that we can use it to infer a radial velocity amplitude accurate to 1 km s-1. As far as we are aware, this is the first time a radial-velocity curve has been measured photometrically. Combining our velocity amplitude with the inclination and primary mass derived from the eclipses and primary spectral type, we infer a secondary mass of 0.22 ±  0.03 M. We use our estimates to consider the likely evolutionary paths and mass-transfer episodes of these binary systems.

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1. INTRODUCTION

It has long been realized that precision photometry from space could allow detailed probes of stellar interiors through pulsations, and of planetary and stellar companions through transits, eclipses, and flux variations due to tides and irradiation. With the launch of Kepler, measurements with long-term precision of at least 1 part in 105 are now being collected for an unprecedented sample of stars (Caldwell et al. 2010; Koch et al. 2010).

Among Kepler's initial discoveries are two "objects of interest," KOI 74 and KOI 81, that have striking light curves, showing both primary and secondary eclipses (Rowe et al. 2010a, hereafter R10; where needed, we refer to the original version posted on arXiv (Rowe et al. 2010b) as R10v1). In both systems, the relative eclipse depths show that the more compact, less luminous object is hotter than its stellar host. This result became puzzling as R10v1 derived a clearly substellar mass for the secondary in KOI 74; their mass range for the companion in KOI 81 was also consistent with a substellar object. If the smaller, hotter companions were indeed planets or brown dwarfs, then it would not be obvious how their properties could reasonably be explained.

In this work, we re-analyze the Kepler data for KOI 74 and KOI 81, and show that the photometric data for KOI 74 contain clear evidence for Doppler boosting with orbital phase, in addition to ellipsoidal light variations. We use this to make what is, as far as we are aware, the first measurement of a radial-velocity amplitude from photometry. With our amplitude, it is clear that the companion is not substellar, but rather has a mass of ∼0.2 M. For KOI 81, we find that the mass is likely similar. We demonstrate that all properties are consistent with the companions being low-mass white dwarfs (WDs), and discuss possible evolutionary histories for these systems.

2. THE LIGHT CURVES REVISITED

We retrieved the light curves of KOI 74 and KOI 81 from the archive, and show the raw aperture fluxes in Figure 1. For both sources, one sees the eclipses and transits superposed on roughly quadratic trends; in KOI 81, one also sees the pulsations reported by R10. We first review what one can infer from the transits and eclipses, and then discuss additional information seen at other phases.

Figure 1.

Figure 1. Kepler light curves for KOI 74 (left) and KOI 81 (right). The top panels show the raw photometric data, and the bottom panels the detrended and folded light curves. The larger dips correspond to eclipses of the hot companion, while the smaller ones correspond to transits over its parent star. The smooth curve represents a fit to the blue data points—those taken outside of transits and eclipses, and within 3σ. The fit includes two sine waves, at the orbital and half-orbital period, representing Doppler boosting due to orbital motion and ellipsoidal light variations, respectively.

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2.1. Constraints from the Transit and Eclipse Light Curves

The transit and eclipse light curves were fitted with detailed models by R10, and we use their ephemerides and inclinations (see Table 1). For our purposes below, however, it is useful also to have the ratio R1/a, where R1 is the radius of the primary, and a the semi-major axis. This ratio is well constrained by the eclipse, depending on the eclipse duration te (at half maximum depth) and inclination i via sin2te/P)sin2i = (R1/a)2 − cos2i (Russell 1912). We measured te/P graphically and list the values, as well as the inferred ratios R1/a in Table 1. Note that the derivation assumes that the stars are spherical; if they are rotating rapidly, then the constraint is mostly on the equatorial radius (see Section 2.6).

Table 1. System Parameters

Property KOI 74 KOI 81
  Primary Secondary Primary Secondary
Porb (d) 5.18875 ± 0.00008 23.8776 ± 0.0020
i(°) 88.8 ± 0.5  88.2 ± 0.3
Eclipse duration (cycle) 0.0362 ± 0.0004  0.058 ± 0.004
Eclipse depth (10−5) 51 ± 5 118 ± 5 160 ± 5 496 ± 5
R/a  0.116 ± 0.002   0.0026 ± 0.0002   0.058 ± 0.004   0.0023 ± 0.0003
Spectral type A1 V  ⋅⋅⋅  B9–A0 V  ⋅⋅⋅ 
Radius (R) 1.90+0.04−0.05 0.043 ± 0.004 2.93 ± 0.14 0.117 ± 0.012
Teff (K) 9400 ± 150 13000 ± 1000  10000 ± 150   17000 ± 1300 
Luminosity (L) 25.6 ± 2.4 0.05 ± 0.02 77.3 ± 9.6  0.9 ± 0.4
Velocity amplitude ( km s-1) 14.7 ± 1.0  ⋅⋅⋅  ∼7  ⋅⋅⋅ 
Mass (M) 2.22+0.10−0.14 0.22 ± 0.03 2.71+0.19−0.11 ∼0.3
Model mass (M)  ⋅⋅⋅  0.20 ± 0.03  ⋅⋅⋅  0.25 ± 0.03

Notes. The periods and inclinations are taken from Rowe et al. (2010a), as are the spectral types of the primaries and the quantities inferred from those. Systematic errors are possible if the star has accreted significant matter, or is rotating rapidly. The eclipse durations and depths were measured graphically, and have "chi-by-eye" uncertainties. For the temperatures of the secondaries, we assumed an 8% systematic uncertainty in our conversion of surface brightness to temperature. The velocity amplitude is measured from the Doppler boost signal, and its uncertainty includes possible systematic effects related to the detrending of the data and the precise spectrum of the primary. The model mass is based on the theoretical relation between orbital period and WD mass (see Equation (5)).

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The measurement of R1/a, combined with Kepler's law, constrains the mean density of the primary, $\overline{\rho }_1=(R_1/a)^{-3}(3\pi /GP^2[1+q])$. For both KOI 74 and KOI 81, the mass ratios q = M2/M1 are small, and, as discussed by R10, the densities inferred for q ≪ 1, of ∼0.45 and 0.17 g cm-3, respectively, are consistent with those expected for main-sequence stars with masses of 2.2 and 2.7 M, respectively, as inferred from their spectral types (see Table 1).

The ratio of the transit and eclipse depths epsilont and epsilone equals the ratio of the surface brightnesses. Thus, given the temperatures for the primaries inferred from their spectra, one can estimate the temperatures of the secondaries. Assuming blackbody emission, one has

Equation (1)

Using the numbers from Table 1 and assuming an effective wavelength 〈λ〉 = 6000 Å, we infer T2 = 13, 000 and 17, 000 K for KOI 74 and KOI 81, respectively, with uncertainties somewhere between 5% and 10%. These temperatures are higher than inferred by R10, who assumed that the eclipses and transits measured bolometric surface brightness. (We note that, of course, one could derive more precise values by folding blackbodies or model atmospheres through the Kepler passband, but this would not necessarily be more accurate as long as one does not account properly for, e.g., gravity darkening on what may well be a rapidly rotating primary. In any case, for our purposes the above estimates suffice.)

2.2. Ellipsoidal Variations and Doppler Boosting in KOI 74

For KOI 74, in addition to the long-term trend, eclipses, and transits, the raw fluxes show sinusoidal modulations at the orbital and half the orbital period (Figure 1). We fitted the data outside the eclipses and transits with a 6th degree polynomial and sine waves at the orbital frequency and its harmonic (and iterated once, rejecting >3σ outliers). In the bottom panel of the figure, where fluxes normalized by the polynomial component of the fit are shown as a function of phase, the modulations are very obvious. They have much larger amplitude than is seen in Figure 1 of R10v1, likely because these authors originally had removed most of the signal in their pre-display median filtering; their later version shows a larger signal, more similar to what we find. (Related, we note that the two archive light curves include a "corrected" flux. In the second, longer light curve, the signal is clearly present, but in the first, shorter one, it is not, apparently having been removed by the "correction" applied in the Kepler pipeline.)

From our fit, we infer fractional amplitudes $\mathcal {A}_1=(1.082\pm 0.013)\times 10^{-4}$ and $\mathcal {A}_2=(1.426\pm 0.018)\times 10^{-4}$ for the fundamental and the harmonic, respectively. As can be seen in Figure 1, these two fit the data quite well; although the fit is not formally acceptable (χ2red = 1.5 for 1843 degrees of freedom), the residuals appear quite white. A Fourier transform of the residuals confirms this impression; there is no power above fractional amplitude 10−5, apart from one faint signal with $\mathcal {A}\simeq 1.6\times 10^{-5}$ and f ≃ 1.66 d-1. In Figure 1, one sees that the maximum of the fundamental coincides with one of the maxima of the harmonic; our fit gives a phase difference of −0.009 ± 0.003 cycles (of the orbital period; the maximum of the fundamental occurring slightly earlier). The fundamental has essentially the same offset (−0.008 ± 0.002 cycles) from the descending node of the massive star, while the harmonic has maxima coincident with the nodes to within the measurement errors (0.0005 ± 0.0008 cycles).

The above precisions are remarkable, and hence we checked whether the error estimates were reliable. We found that the amplitudes do depend on how we model the long-term trend; if we reduce the polynomial to 4th degree, we find $\mathcal {A}_{1,2}=(1.034,1.430)\times 10^{-4}$; if we fit the pipeline-"corrected" fluxes in the longer lightcurve with a constant and the two sine waves, we obtain $\mathcal {A}_{1,2}=(1.076,1.515)\times 10^{-4}$. This suggests that the true uncertainty in the amplitudes is about 5% although we note that these latter fits are not as good (we find χ2red = 1.7, and the phases do not agree as well with expectations). Obviously, the uncertainties will reduce substantially as further data are added.

Both signals have natural if, for the fundamental, unusual interpretations. We believe that the fundamental is due to orbital Doppler boosting, an effect which, as far as we are aware, was first detected and discussed by Maxted et al. (2000); it is discussed in the context of Kepler by Loeb & Gaudi (2003) and Zucker et al. (2007). Here, the precision of the Kepler data allows us to go beyond detection, and use the Doppler boosting to measure a star's radial-velocity amplitude.

Briefly, Doppler boosting occurs because as the primary orbits, its spectrum is Doppler shifted, its photon emission rate is modulated, and its emission is slightly beamed forward. Following Loeb & Gaudi (2003), we use the relativistic invariant quantity Iν3 (or Iλλ5), where Iν is the specific intensity, and ν the frequency. Then, for a radial velocity vr, the photon rate nγ observed by a telescope with given effective area Aλ is given by

Equation (2)

where Fλ ≡ ∫ΩIλdΩ is the observed flux (Ω is the solid angle subtended by the star; note that the integral is correct only to first order in vr/c). For a narrow band, the fractional variation would then be

Equation (3)

where we introduced a Doppler boost pre-factor fDB and where the approximate equality is for blackbody emission. For KOI 74 (T = 9400 K), observed with Kepler (〈λ〉 ≃ 6000 Å), one thus expects a signal with fractional amplitude of ∼2.8(K/c), where K is the radial-velocity amplitude. For a more precise estimate, we folded a 9500 K model atmosphere (Munari et al. 2005) through the Kepler response. This yields fDB = 2.25; the difference with the blackbody results from the fact that the model continuum is closer to Rayleigh Jeans inside the Kepler bandpass, mimicking the emission from a hotter blackbody. In this temperature range, the boost pre-factor scales approximately linearly with temperature; for T = 9000 and 10,000 K, we find fDB = 2.37 and 2.15, respectively. Including reddening of E(BV) = 0.15 (from the Kepler Input Catalog) has only a small effect, yielding fDB = 2.21. Given that adding the extinction is equivalent to a relatively large change in effective area, the small change in fDB found also means that uncertainties in the response are not important.

Given the above, using fDB = 2.21, our observed light amplitude corresponds to a radial-velocity amplitude of 14.7 ± 1.0 km s-1, where we assumed 5% uncertainties in both $\mathcal {A}_1$ and in fDB. The corresponding mass function is $\mathcal {M}=0.0017\pm 0.0004\,M_\odot$. If we adopt a mass for the primary star of 2.22 M (R10; see Section 2.1), this yields M2 ≃ 0.22 M.

Turning now to the harmonic, as in R10, we interpret it as changes in the observable surface area due to tidal distortion. The expected amplitude is given by

Equation (4)

where fEV is a pre-factor of order unity that depends on the limb darkening and gravity darkening. For our system, the eclipse and transit light curves yield i and R1/a (Section 2.1). Combining these with the amplitude yields a mass ratio M2/M1 = 0.092/fEV. If we again adopt a primary mass of 2.22 M, and take fEV ≃ 1.5 (see Section 2.5), we derive M2 ≃ 0.14 M, somewhat below the value obtained above using the radial velocity amplitude, but roughly consistent, given the probably larger uncertainties associated with determining the mass ratio via ellipsoidal light variations (see Section 2.6).

2.3. Other Signals

Apart from the signals discussed above, one might also expect to see contributions of other factors, in particular the Doppler boosting and ellipsoidal variations of the secondary, irradiation effects on both primary and secondary, and possibly influences from an eccentric orbit. Following the procedure above, we find that the fractional amplitudes for the fundamental and harmonic of the secondary, relative to the secondary's flux, are ∼10−3 and ∼2 × 10−7, respectively (where we used K2 ≃ 150 km s-1, fDB = 1.9, R2/a ≃ 0.0026, and fEV = 1). Since the secondary's flux is only 0.2% of the total flux, however, the contribution to the observed signal is negligible.

For irradiation of the primary by the secondary, one expects a change in luminosity of ΔL1 ≃ πR21(L2/4πa2), corresponding to a fractional amplitude $\frac{1}{2}\Delta L_1/L=\frac{1}{2}(L_2/L)(R_1/2a)^2\simeq 3.0\times 10^{-6}$ (where LL1 is the total luminosity). Within the Kepler passband, this should lead to a modulation of ∼1.7 × 10−6. Similarly, for the secondary, one expects a fractional amplitude of $\frac{1}{2}(R_2/2a)^2\simeq 0.8\times 10^{-6}$ in bolometric flux, and a signal of ∼0.4 × 10−6 in the Kepler passband. The two will have opposite phase; thus, the net expected signal has an amplitude of ∼1.3 × 10−6, and is phased such that maximum occurs at the time of transit. This signal may be responsible for the fact that the fundamental is slightly out of phase with what is expected from Doppler boosting; the observed out-of-phase amplitude is $\mathcal {A}_1\sin \Delta \phi _1=(9\pm 3)\times 10^{-7}$, consistent with what we derived above.

Finally, we consider possible signals from a non-circular orbit. For small eccentricity, both the Doppler boost curve and the ellipsoidal variations would no longer be pure sinusoids, but have some contribution from higher harmonics. For the easier case of the Doppler boost curve, we can constrain the eccentricity from the absence of a signal at the first harmonic that is out of phase with that expected from ellipsoidal variations (to a limit of Δϕ2 = 0.0005 ± 0.0008 cycles; Section 2.2). We find that, at 95% confidence, $e\sin \omega =(\mathcal {A}_2/\mathcal {A}_1)\sin 4\pi \Delta \phi _2<0.03$ (where ω is the longitude of periastron, and this expression is valid in the limit of small e). One sees that one cannot constrain the case where periastron occurs at one of the nodes, since in that case the harmonic would be hidden by the ellipsoidal variations. A complementary constraint, however, comes from the fact that the mid-transit and mid-eclipse times are consistent with a circular orbit. The measured offset from half a cycle is Δϕ = 0.0003 ± 0.0008 cycles, which, at 95% confidence, implies ecos ω = πΔϕ < 0.006 (with the expression again being valid in the limit of small e). Thus, from both constraints combined, we conclude that the orbit is circular to within e < 0.03.

2.4. Application to KOI 81

For KOI 81, a detailed analysis is not possible, since variations on its much longer orbital period are strongly covariant with the trends in the raw data. Furthermore, the star is clearly pulsating; a Fourier transform shows that there is signal at numerous frequencies. In order to look for orbital modulation, we fit the raw fluxes with orbital and half-orbital modulations, a 3rd degree polynomial, as well as sine waves at the five largest pulsational signals, at 0.362, 0.723, 0.962, 1.32, and 2.08 d-1 (some of these are harmonically related, as is often the case for multi-periodic pulsators). From the fit, orbital modulation does appear to be present, as is also clear in the folded, normalized light curve, where we divided the fluxes by the fitted trend and pulsational signals (see Figure 1). Our fit yields amplitudes $\mathcal {A}_1\simeq 5\times 10^{-5}$ and $\mathcal {A}_2\simeq 4\times 10^{-5}$, which corresponds to K1 ≃ 7  km s-1 and q ≃ 0.2/fEV. Because of the long orbital period, the results are very sensitive to, e.g., the degree of the polynomial used. Comparing with a fit using a 6th degree polynomial, as well as one using the "corrected" flux from the Kepler archive light curve (the latter for the second, longer light curve only), the amplitude of the fundamental changes by up to a factor of 2, while that of the harmonic changes by ∼20%. Furthermore, we find relatively large phase offsets, of ∼0.03 cycles. Given this, we will not try to infer quantities, but simply note that for a 2.7 M primary with a 0.3 M companion, the predicted amplitudes are ∼8 × 10−5 and 3 × 10−5, respectively, consistent with the observations.

2.5. Verification Using a Light Curve Synthesis Code

We tried to verify our semi-analytical estimates above using a light curve synthesis code, which is similar to that of Orosz & Hauschildt (2000), and has been used previously to model irradiated pulsar companions (Stappers et al. 1999). The code accounts for tidal distortion and stellar rotation in the Roche approximation, includes irradiation and gravity darkening, and calculates the flux using NextGen model atmospheres (Hauschildt et al. 1999), integrated over the Kepler passband. It cannot yet deal with eclipses, and hence we only attempt to reproduce the orbital modulations.

As input parameters, we chose to use the set Porb, t0, i, T1, R1/a, K1, P1,rot, q, and Tirr, where the ones not mentioned before are t0, the time of conjunction, and Tirr, the effective temperature corresponding to the secondary flux absorbed by the primary (i.e., σT4irr = (1 − A)L2/4πa2, with the albedo A expected to be close to zero for a radiative star). Our main goal is to constrain q, K, and Tirr; we assume the other parameters are as inferred from the eclipses. For our fits, we also assume that the star is corotating with the orbit (P1,rot = Porb); we will return to this in Section 2.6. We add to the model the tiny flux contribution from the secondary (taken to be constant at the level indicated by the eclipses).

Fitting the raw data of both sources to our model, we confirmed that for KOI 81, the results depend sensitively on how one fits the long-term trend. We thus decided to focus on KOI 74. We searched over a grid in q, K1, and Tirr, and fitted for the best 4th degree polynomial at each position. The best-fit synthetic light curve is nearly indistinguishable from the two-sine fit, and has the parameters q = 0.0689 ± 0.0009, K = 14.2 ± 0.2  km s-1, and Tirr = 760 ± 40 K. We did not exclude outliers, and therefore our fit is poorer than the analytical one (χ2red = 2.6); we scaled the uncertainties such that χ2red = 1 (but did not attempt to include uncertainties in effective temperature, etc.).

These results reproduce our analytical estimates. The offset in K1 would be even smaller if we had included reddening in our numerical model (as this affects fDB; see Section 2.2). The mass ratio matches our estimates for fEV = 1.34, quite close to the value of fEV = 1.63 inferred from the tables of Beech (1989). The secondary luminosity inferred from the irradiation is 0.08 ±  0.02 L (for orbital separation a = 16.4 R and A = 0, i.e., assuming complete absorption and reradiation), consistent with our estimate from the surface brightness ratio. Below, we give our best estimates of the masses based on these results, but first we discuss possible uncertainties due to rapid rotation.

2.6. Uncertainties Due to Rotation

In many ways, the light curves of KOI 74 and KOI 81 are easy to model, since all effects are small and can thus adequately be treated as perturbations. The one parameter that we have not yet constrained, however, is the rotation of the primary. Since rapid rotation is expected in the context of the evolutionary scenario described below, we discuss the observational consequences in some detail.

Rotation of the primary has a number of effects. First, the constraints on inclination and radius of the primary from the eclipse and transit change: the true inclination i' will be closer to 90° than the inclination i inferred assuming a spherical star, the radius will be smaller, and the radius that is constrained is the equatorial radius Req (assuming aligned rotation). Furthermore, the estimate of the mean density increases to $\overline{\rho }_1^\prime \simeq (R_{\rm eq}/a)^{-3}(3\pi /GP^2[1+q])(R_{\rm eq}/R_{\rm pole})$, where Rpole is the polar radius; thus, one would infer a somewhat smaller primary mass. For KOI 74, which has an inclination very close to 90°, we conclude that it would have Req/aR1/a. For KOI 81, Req/a would be somewhat smaller than R1/a inferred from the eclipses.

The second effect of a rapidly rotating primary is that its pole will be hotter than the equator; hence, looking at the equator, one will underestimate its temperature, and thus its luminosity and mass. This also affects the estimates for the secondary, since the ratios of the radii (R2/R1), based on the transit depth, and that of the surface brightnesses (Equation (1)) will be different from their true values: the cooler equator will lead to a larger inferred R2/R1 and smaller inferred T2. For the companion radius R2, however, the change in R2/R1 is partly compensated by the fact that a rapidly rotating primary also would have a smaller area (R'1 ≃ (ReqRpole)1/2; see above). We have used our model code to test an illustrative case of extreme rotation, with the primary rotation rate 20 times faster than the orbital one (corresponding to vsin i ≃ 370  km s-1), and a ratio of equatorial to polar radius Req/Rpole = 1.32 (similar to what is measured for Regulus; see McAlister et al. 2005). Keeping the flux-weighted temperature at 9400 K, we find equatorial and polar temperatures of ∼7800 and 11, 600 K, respectively. For this particular example, we estimate that the radius of the hot companion would be R'2 ≃ 0.045 R, i.e., increased by only 5% from that inferred for a slowly rotating primary, and its temperature T'2 ≃ 10, 500 K.

Rapid rotation also indirectly affects the ellipsoidal variations. First, because of the different temperature distribution on a rapidly rotating primary, different regions are weighted differently, and as a result the amplitude of the ellipsoidal variations changes. From our model code, we find that for the above-mentioned case, the predicted amplitude of the ellipsoidal variations increases by a factor ∼2. The effect is strongly non-linear, however; reducing the rotation rate from 20 to 15 times faster than orbital, the amplitude increases only by a factor of 1.3.

Another indirect effect of a rapidly rotating primary may be that the inferred q does not necessarily correspond to the true mass ratio. An implicit assumption underlying the equilibrium tide is that the primary corotates with the orbit. For stars that do not rotate synchronously, the work of, e.g., Pfahl et al. (2008), suggests that the equilibrium tide may be a rather poor approximation to reality. Thus, it may be that one cannot reliably infer mass ratios from ellipsoidal variations for systems that are not tidally locked.

We note that the light curves may contain a clue to the rotation rates. In particular, for KOI 74, we found evidence for a weak modulation at ∼0.6  d, which is about 9 times faster than the orbital period, and corresponds to 30% of break-up for a 2.2 M and 1.9 R star. For KOI 81, it may be possible to infer the rotation rate from the pulsations by looking for rotational splitting (though for high rotation rates this is non-trivial).

Of course, it would be simpler and more reliable to measure the rotational broadening spectroscopically, and the spectra mentioned by R10 may already hold the answer, but we do not have access to those. Nevertheless, we note in closing a much more subtle consequence of rapid rotation, which is the photometric analog of the Rossiter–McLaughlin effect (Rossiter 1924; McLaughlin 1924). Assuming the rotation is aligned with the orbit, at the start of the transit more blueshifted light is being blocked and at the end more redshifted light. For a rotational velocity of 300  km s-1, Doppler boosting induces a signal in the blocked light with a fractional amplitude of ∼2 × 10−3. This is diluted by the unblocked light, i.e., by a factor equal to the transit depth. Thus, for KOI 74 and KOI 81, one expects net signals of ∼1 × 10−5 and 3 × 10−6, respectively, which may be detectable by averaging about 100 transits.

2.7. Adopted Masses

In principle, given our inferred values of K1 and q, combined with the inclination, one can derive both masses without further assumptions. In practice, however, these masses are very uncertain, since the uncertainties in K1 and q enter to high powers (for small q, M1K31q−3 and M2K31q−2). Given that these uncertainties are of order 5% for K1 and likely larger for q (see above), the 1σ fractional errors are ≳20%, and the distributions are highly non-Gaussian.

Instead, we proceeded by assuming the primary has a mass of 2.22+0.10−0.14M, as inferred from its spectral type and mean density (R10; see also Section 2.1). Then, using K1 and i, we calculate a mass of 0.22 ± 0.03 M for the secondary. If instead we use the mass ratio q, inferred from the ellipsoidal variations, we find M2 = 0.15 M, with an uncertainty that is difficult to estimate because we cannot be sure the star is in corotation (see above). We will proceed by using the value inferred from K1 (see Table 1). For KOI 81, we do not have a good constraint on K1 (or q), but the signals that are present are consistent with a similar secondary mass, of ∼0.3 M.

3. EVOLUTIONARY HISTORY

An obvious explanation for these hot, compact companions is that they are WD stars. R10 have discussed this possibility for KOI 81, but their initial very low mass estimate for the companion in KOI 74 (⩽0.032 M; R10v1) was inconsistent with a WD explanation. Since our re-analysis of the data gives the mass of the companion in KOI 74 as ∼0.2 M, a WD companion is no longer excluded. Cooling tracks from Panei et al. (2007) for helium-core WDs of appropriate mass are broadly consistent with the companion luminosities and temperatures in Table 1 (somewhat more easily for KOI 74 than for KOI 81). Figure 2 compares a cooling track from our own calculations6 for a ∼0.2 M helium-core WD to the WDs in KOI 74 and 81.

Figure 2.

Figure 2. Representative evolutionary track in the Hertzsprung–Russell (HR) diagram, illustrating the evolution of the progenitors of the hot companions of KOI 74 and KOI 81. The solid black curve shows the track of a star with an initial mass of 1.4 M that starts to transfer mass to a companion star just after leaving the main sequence and ultimately becomes a 0.21 M helium WD. Because of residual hydrogen in the envelope at the end of the main mass-transfer phase, the degenerate remnant experiences three hydrogen shell flashes, producing three large loops in the HR diagram (of progressively larger area), before it settles on a classical He WD cooling track. Selected ages since the end of the main mass-transfer phase (labeled as "Δt = 0 yr") are given next to filled circles. The dashed lines give lines of constant radius as indicated. The positions of KOI 74b and KOI 81b are also shown with conservative error bars. They are consistent with the expected location for ∼0.2–0.25 M He WDs either on a classical He WD cooling track or during one of the relatively long-lived phases of a hydrogen flash loop.

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Binary systems resembling these may well be common; the well-known star Regulus (α Leonis) has recently been found to be a spectroscopic binary with component masses ∼0.3 and 3.4 M, and an orbital period of 40.11 d (Gies et al. 2008). The lower-mass component likely is a WD, making Regulus and its companion remarkably similar to the pair of systems considered here. The evolution of Regulus has been considered in detail by Rappaport et al. (2009).

To estimate the occurrence more quantitatively, we note that Kepler observed only ∼400 stars with temperatures above about 9000 K (Batalha et al. 2010). Since the eclipse probabilities for systems like KOI 74 and KOI 81 are ∼12% and 6%, respectively, the detection of two such WD companions suggests that a surprisingly large fraction of such stars must have WD companions. With only two detections, it is difficult to estimate the orbital period distribution. Taking an average eclipse probability of $\mathcal {P}\simeq 9$%, then for a fraction $\mathcal {F}$ of A and B stars with suitably close WD companions, the mean number of expected eclipses among the Kepler sample would be ${\sim }400\mathcal {FP}$. The Poisson probability for finding two or more eclipses out of 400 systems is ∼50% for $\mathcal {F}=0.05$ and ∼25% for $\mathcal {F}=0.03$. Therefore, we conclude that 1 out of every 20 to 30 A and B stars is in a close, few tens of days, binary with a WD companion.

The above abundance is very high, and, if confirmed, has significant implications for our understanding of stellar and binary evolution (see also Di Stefano 2010). For instance, the descendants of these systems should also be relatively numerous—and likely interesting—stars. When the currently more massive star leaves the main sequence and expands to overfill its Roche lobe, the resulting mass transfer will be dynamically unstable, and likely lead to a merger (even more likely than for Regulus, which has a longer period; see Rappaport et al. 2009). In this merger, the addition of a helium WD to the helium core of the subgiant star could lead directly to core helium ignition, bypassing the usual gradual buildup of the helium core via hydrogen shell burning. The merger product would also be rapidly rotating, and hence the natural outcome would appear to be a rapidly rotating red clump or horizontal branch star (such as observed by, e.g., Behr et al. 2000 and Behr 2003).

Of course, while the above is interesting, it is possible that we are dealing with a statistical fluke. Indeed, if WD companions are very common among A stars, it seems odd that none has been reported so far for any of the much more numerous cooler stars in the Kepler sample. On the other hand, this may indicate that binary systems with initially lower-mass stars, which would evolve to G and F stars with low-mass WD companions, have a difficult time forming and/or surviving.

Turning now to the formation of KOI 81 and KOI 74, for both the initial masses of the WD progenitors must have been greater than the initial masses of the current A stars, since the progenitors of the WDs have evolved more rapidly. Some form of binary interaction is needed in order to remove mass and produce the WDs. Either stable mass-transfer from the more massive to the less massive star has occurred; in this case, the current mass of the A star may be substantially higher than its initial mass (see, e.g., Rappaport et al. 2009). Alternatively, the system may have passed through a common-envelope phase (Paczynski 1976).

3.1. Stable Mass Transfer

If the mass loss from the progenitor of the WDs were simply through stable Roche-lobe overflow, then we could assume that the current orbital periods are very close to the orbital periods at the end of mass transfer, i.e., the point at which the mass of the envelope about each current WD became too small to maintain a giant structure and collapsed.7 Hence, we can apply the relationship between core mass and radius to predict the mass of each WD based on the current orbital periods. Using this relationship, Rappaport et al. (1995) approximated the orbital period Porb as

Equation (5)

where the WD mass Mwd is in units of solar masses. At a given Porb, the spread in Mwd is expected to be at most ±15%.

Applying Equation (5) we find Mwd = 0.20 ± 0.03 M for KOI 74, which matches the value independently derived in Section 2. For KOI 81, this becomes Mwd = 0.25 ± 0.03 M, again consistent with a low-mass WD.8

Stable mass transfer seems to provide a simple way to produce both these systems. The match between the WD masses from Equation (5) and from the light curve data is encouraging. Furthermore, the full binary evolution calculations of Podsiadlowski et al. (2002) produce systems with very similar orbital periods and WD masses (see their Figure 13). In Figure 3, we show examples of how the two systems could have reached their current state, using simple analytic formulae for orbital evolution (Equation (3) of Rappaport et al. 2009; see also Podsiadlowski et al. 1992). The curves in Figure 3 take initial conditions {$M_{1, \rm init}$, $M_{2, \rm init}$, Porb,init} of {1.6 M, 1.2 M, 19.3 h} for KOI 74 and {1.8 M, 1.3 M, 31 h} for KOI 81. In both cases we assume that any mass lost from the system carries away the specific orbital angular momentum of the binary. For KOI 74, this example assumes that the mass transfer is 73% conservative, and for KOI 81 it is 91% conservative. There are certainly other possible paths to the current systems, in particular since the above ignores the possible role of magnetic braking (in evolutionary stages where either star has a convective envelope).

Figure 3.

Figure 3. Example of evolutionary histories in the mass-period plane. The red curves are for the mass-gaining stars, the blue curves for the mass-losing stars. The orbital periods of KOI 74 and KOI 81 are marked with green lines. The MwdPorb relation, where the mass transfer terminates, is marked by a black curve. Many different such potential histories could be constructed.

Standard image High-resolution image

The currently more massive stars are almost certain to have accreted significant amounts of matter and are therefore likely to be very rapidly rotating (see, e.g., Rappaport et al. 2009 and references therein). Their spin angular momentum could, in principle, have been lost by magnetic braking. However, typical A-type stars do not experience strong magnetic braking (see, e.g., Kawaler 1988). Alternatively, for KOI 74, tides might have been strong enough to slow the rotation of the star (and slightly widen the orbit).

3.2. Alternative: Common-envelope Evolution?

Common-envelope evolution seems to provide a much less satisfactory explanation for these systems than stable mass transfer. If the envelopes of the initially more massive stars were ejected during common-envelope evolution, then using the current Porb in Equation (5) would only yield a minimum WD mass. So, if the observational data cannot allow more massive WDs than ∼0.25 M, it seems unlikely that either of these systems have experienced a significant common-envelope phase.

In addition, any scenario in which the currently more massive stars have not accreted a significant amount of mass seems difficult. The >2 M current primary stars in these systems would produce WDs more massive than ≳0.28 M if their envelopes were removed at the end of the main sequence. If those initially less massive stars had not gained matter then, at best, significant fine-tuning would be required for the initially more massive star to have both evolved off the main sequence and produced the low-mass WDs observed.

3.3. Other Expected Compact Hot Companions: Hot Subdwarfs

Another class of hot compact companion stars that should result in light curves similar to those in Figure 1, are hot subdwarf (sdB, sdO) stars, sometimes referred to as extreme horizontal branch stars. The calculations of Han et al. (2002, 2003) predict that sdB stars should exist in binaries of these orbital periods about A- and B-type stars (see Han et al. 2003, Figure 15). However, at the temperatures inferred for KOI 74 and 81, sdB stars would be expected to be considerably more luminous. Typical hot subdwarfs properties are anywhere between ∼20, 000 and 40,000 K and ∼3 and 100 L. In addition, the inferred companion masses in KOI 74 are somewhat too low to have ignited helium, even non-degenerately; masses greater than ∼0.3 M are required. Such hot subdwarfs should be found in current and future planetary transit searches.

4. SUMMARY

The wonderful photometric precision of Kepler has allowed us to measure the radial velocity amplitude of KOI 74. Combined with the primary mass inferred from its spectral type and mean density, we estimated a companion mass of 0.22 M, and argued it was a WD. We showed that its properties are in very good agreement with theoretical expectations based on a stable-mass transfer phase inside a binary system. A similar evolutionary history is also likely to have formed the current KOI 81 system. The many binaries that will be discovered by photometric surveys should be interesting and useful, both individually and collectively (see, e.g., Willems et al. 2006 for a quantitative study), in helping us to increase our understanding of binary evolution.

Future observations by Kepler should allow measurements of the photometric Doppler effect in more systems, perhaps including systems such as "ultra-cool WDs," where the lack of spectral lines has precluded searches for radial velocity variations. Given long enough baselines, the photometric analog of the Rossiter–McLaughlin effect also seems likely to be observed.

Coffee-time astro-ph discussions at the Kavli Institute for Astronomy & Astrophysics triggered this work; in particular, we thank Yanqin Wu, Andrew Shannon, & Matthias Gritschneder. We thank the referee, Scott Gaudi, for his careful reading and useful comments. S.A.R. and Ph.P. thank J. Rowe for sharing his work in advance of submission. S.J. thanks Bill Paxton for the plotting package Tioga.

Facilities: Kepler - The Kepler Mission

Note added in proof. After acceptance of this article, high-resolution spectra were taken for us by E. Kirby using HIRES on the Keck I telescope. From these, we measure projected rotational velocities of 150 and 225 km s−1 for KOI 74 and KOI 81, respectively, and infer rotational periods of about 0.6 days for both sources. For KOI 74, the period is consistent with that inferred from the weak non-orbital modulation shown in the power spectrum (Section 2.2).

Footnotes

  • In the binary calculation shown in Figure 2 (from the library of Podsiadlowski et al. 2002), the companion is a neutron star. The tracks for the KOI 74 and KOI 81 systems are expected to be very similar (see also Rappaport et al. 2009). For more details on the hydrogen shell flashes in these tracks, see Podsiadlowski et al. (2002) and Nelson et al. (2004).

  • A-type stars typically experience no magnetic braking, which might otherwise have shortened the orbital period since the end of mass-transfer.

  • Tauris & Savonije (1999) provide an alternative expression, from which we obtain similar values: Mwd = 0.24 ± 0.02 M for KOI 74 and Mwd = 0.29 ± 0.02 M for KOI 81.

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10.1088/0004-637X/715/1/51