A&A 367, 876-883 (2001)
P. Kervella1 - V. Coudé du Foresto2 - G. Perrin2 - M. Schöller1 - W. A. Traub3 - M. G. Lacasse3
1 - European Southern Observatory, Karl-Schwarzschildstr. 2, 85748 Garching, Germany
2 - Observatoire de Paris-Meudon, 5 place Jules Janssen, 92195 Meudon Cedex, France
3 - Harvard-Smithsonian Center for Astrophysics, Cambridge, MA 02138, USA
Received 21 September 2000 / Accepted 12 December 2000
Cepheids are the primary distance indicators for extragalactic astronomy and therefore are of very high astrophysical interest. Unfortunately, they are rare stars, situated very far from Earth. Though they are supergiants, their typical angular diameter is only a few milliarcseconds, making them very challenging targets even for long-baseline interferometers. We report observations that were obtained in the band (2-2.3 m), on the Cepheid Geminorum with the FLUOR beam combiner, installed at the IOTA interferometer. The mean uniform disk angular diameter was measured to be 1.64 +0.14 -0.16 mas. Pulsational variations are not detected at a significant statistical level, but future observations with longer baselines should allow a much better estimation of their amplitude. The distance to Gem is evaluated using Baade-Wesselink diameter determinations, giving a distance of 502 88 pc.
Key words: stars: distances - stars: individual: Gem -
stars: oscillations - stars: Cepheids -
Cepheids are very important stars in the history of astronomy in general and cosmology in particular. The relation discovered by H. Leavitt (Pickering 1912) between the period of their light variation and their intrinsic luminosity makes them essential tools for the estimation of large astronomical distances. As they are intrinsically very bright stars, they can be detected in distant galaxies. The Hubble Space Telescope has successfully observed cepheids in M 100, and measured a distance of Mpc (Ferrarese et al. 1996). The closest classical Cepheid ( Cep) is situated at more than 300 pc.
Their resolution by ground based instruments is a challenge, as the angular diameter of nearby Cepheids is typically smaller than 2 milliarcseconds (mas). In order to determine precisely the zero point of the period-luminosity relation, it is necessary to measure the angular diameter of a number of Cepheids with high precision. The distance can then be derived from models of their intrinsic diameter with much better precision than via direct parallax measurement. The importance of Cepheid resolution by interferometry is stressed in Sasselov & Karovska (1994).
Until recently, the only available technique to measure the angular diameter of Cepheids was lunar occultation: it gave good results on Gem (Ridgway et al. 1982), with an angular size of 1.81 0.31 mas in K. The progress of ground-based optical and infrared stellar interferometry allowed to measure a few Cepheid angular diameters in the last years (Mourard et al. 1997; Germain et al. 1999). We report in this paper our observations of Gem in the band with the IOTA interferometer equipped with the FLUOR beam combiner.
In Sect. 2, we present the observations carried out at the IOTA interferometer that resulted in the Gem data. In Sect. 3, we interpret these observations first in terms of mean angular diameter, and then we tentatively fit a variable diameter model to our data. In Sect. 4, using the extracted parameters, we can estimate by two different methods the distance to Gem. We first use a Baade-Wesselink (BW) estimation of the intrinsic diameter of Gem. Another promising technique to estimate directly the distance to Cepheids is to use the angular amplitude of their pulsation coupled to radial velocimetry. Finally, Sect. 5 is dedicated to considerations for future observations with the VLT Interferometer.
IOTA (Infrared and Optical Telescope Array) is located on top of Mount Hopkins, Arizona. It is a two telescope interferometer with 45 cm collecting apertures, and selectable baselines from 5 to 38 m. It is operated both at visible and infrared wavelengths (Carleton et al. 1994; Traub 1998). A third telescope is currently being installed, together with a second set of delay lines.
We have used the FLUOR (Fiber Linked Unit for Optical Recombination) beam combiner. It is based on thin fluoride glass single-mode waveguides (core diameter 6.5 m) for observations between 2 and 2.3 m ( band). A detailed description of FLUOR can be found in Coudé du Foresto et al. (1998). The beam combiner accepts the light from two telescopes and produces four output signals: two photometric calibration signals (one for each beam) and two complementary interferometric outputs. Both spatial filtering of the input signals and beam combination are achieved simultaneously through the optical waveguides. Atmospheric corrugation of the incoming wavefront is filtered out at the injection in the fibers and converted into intensity fluctuations. The two photometric signals allow us to calibrate these variations continuously.
This yields very accurate estimates of the squared modulus of the coherence factor ,
which is linked to the object visibility V by the relationship
The current accuracy on visibility estimates with FLUOR is approximately 1% for most sources and is as good as 0.3% on bright objects.
Gem is the third brightest classical Cepheid in the northern sky ( -20 degrees) behind Cep and Aql. Moreover, Gem is the largest angular diameter Cepheid in the northern sky. This star is therefore particularly interesting for direct angular diameter measurements.
During observations, the interferometric efficiency varies, which means that the science target observations have to be calibrated periodically using observations of a known, stable star. The calibration is then done by dividing the coherence factors obtained on the target by the interferometric efficiency values, derived from the calibrator observations. The choice of the calibrator is critical in the sense that any intrinsic variation in the calibrator visibility will contaminate the science target final data.
|Name||Gem||HD 49968||HD 62721|
|HR 2650||HR 2533||HR 3003|
|Parallax (mas)||2.79 0.81||6.36 0.92||9.55 0.83|
|(mas)||1.7||1.87 0.02||2.93 0.03|
The selected calibrators, HD 49968 and HD 62721, are two bright K giants, located respectively 4.1 and 9.5 degrees away from Gem (the parameters of all three stars are presented in Table 1). This proximity allows observations of both stars in the same conditions, which limits the possible biases in the visibility calibration to a minimum. Practically, it also allows us to reduce the pointing time and to stay in the range of the delay line used to control the optical path difference.
The spectral type of these stars make them very unlikely variable stars, and they are not reported variable in any catalogue of the SIMBAD database. Moreover, both calibrators have been selected by Cohen et al. (1999) as stable reference objects for infrared observations. These authors have derived a limb-darkened (LD) angular diameter of mas for HD 49968 and mas for HD 62721, based on high precision photometry at infrared wavelengths. Our model fitting is done with a uniform disk model, therefore it is necessary to convert these limb-darkened values to uniform disk (UD) equivalent diameters.
The difference between the limb-darkened and uniform disk diameters is given by
the relation (Hanbury-Brown et al. 1974):
Other limb related effects, such as possible Gem limb brightening (proposed by Sasselov & Karovska 1994) are neglected.
Due to the very small expected angular diameter of Gem, we used the longest available IOTA baseline, whose physical length is 38 meters. The projected length on the sky during observations was about 37 m. The precise spatial frequencies sampled during the observations are indicated in Table 2 in cycles/arcsec.
The observations were obtained in March 1999, December 1999 and February 2000. Gem together with HD 49968 (during the 1999 campaigns) and HD 62721 (for February 2000) were observed for sequences of twenty to thirty minutes alternatively. During each sequence, 100 to 600 interferograms were acquired in a row.
The data are acquired with FLUOR in scanning mode. A short stroke delay line (for the March 1999 campaign), later replaced by a mirror mounted on a piezo stack (Ruilier 1999, installed in November 1999), sweeps through the zero optical path difference position, while a Nicmos-III based infrared camera measures the interferometric and photometric signals. For Gem, the fringe frequency was 100 Hz. Dark current sequences are recorded before and after each sequence and are used during the data reduction process for noise and signal calibration. Sequences are acquired every few seconds (March 1999) or twice per second (December 1999 and February 2000).
We have used the method developed by Coudé du Foresto et al. (1997) to reduce the data
and to derive the coherence factor modulus of the interference fringes from each batch of
observations. The interferometric efficiency of the instrument is computed from
the measurements obtained on the calibrators. This process and the determination of the object visibility are described in details in Perrin et al. (1998). The calibrated visibilities measured on Gem are presented in Table 2.
A correction is applied to the calibrated visibilities to account for the difference in spectral
type between the calibrators and Gem.
The corrective factors, called shape factors (), were computed for each star depending on its spectral type (Chagnon 2000), and are listed in Table 1.
They are of the order of 13 m, and characterize the shape of the normalized spectral
The data quality requirements for Cepheids observations are relatively higher than for other programs, as the angular sizes of these stars are very small, and their diameter variations are very subtle. Therefore, it is necessary to select among the acquired data the best calibrated values to avoid the introduction of any bias in the star parameters evaluation.
The data presented in this paper are the result of the selection of the highest quality measurements over the three observing runs. The selection was done according to the following rules:
In this paragraph, we adopt a model of constant visibility for Gem. We then compute
the mean angular diameter of this star over the observations.
This is done by applying a classical
minimization algorithm with
respect to the mean angular diameter only. The minimized quantity, relatively to the model
All the error bars in this paper are standard statistical plus or minus one (standard deviation) error bars, yielding a probability of 68% for the extracted parameters to be in the error bars assuming no systematic bias is present.
Nordgren et al. (2000), observing with the Navy Prototype Optical Interferometer (NPOI), find a UD diameter value of 1.48 0.08 mas (central wavelength m). Independently, Lane et al. (2000) measured a mean UD diameter of mas with the Palomar Testbed Interferometer (PTI), in the H band ( m). Our mean UD diameter value is consistent with these two recent measurements.
This estimate can also be compared with previous results from lunar occultation observations. Ridgway et al. (1982) have measured the Gem diameter in the J and K bands. They have obtained uniform disk diameters of mas in K and mas in J. Chandrasekhar (1999) has measured a maximum value of mas in the K band. Ashok et al. (1994) obtained a value of mas, also in K. These measurements and ours are compatible within the error bars though our value seems to be slightly smaller than the previous measurements.
|Figure 1: Gem radial velocity, taken from Bersier et al. (1994). The pulsation period is 10.150079 days|
|Open with DEXTER|
|Mean||1.66 +0.14 -0.16 mas|
|Mean||1.69 +0.14 -0.16 mas|
|Figure 2: Diameter variations of Gem as integrated from the radial velocity data presented in Fig. 1, using a p-factor of 1.36. These variations are given relatively to the star radius at phase zero, when the maximum luminosity of the star occurs (for visible light)|
|Open with DEXTER|
A more realistic model for Gem takes into account the angular diameter variations as they are measured by spectroscopic radial velocimetry. In order to compute the curve of the radius variation of Gem, we integrated the high precision ( kms-1) radial velocity measurements obtained with the CORAVEL spectrograph by Bersier et al. (1994), presented in Fig. 1. These measurements were phased using a period P = 10.150079 days and a reference epoch T0 = 2444932.736 taken from the same authors. The mean radial velocity of Gem (5.83 kms-1) was subtracted from the radial velocity values before integration.
The integration of the radial velocity curve requires to take into account the limb darkening of the star. The limb darkening gives a higher relative weight to the center of the disk than to the outer part. This means that the apparent radial velocity is lower than the real pulsational velocity value. The correction for this effect is included in a multiplicative term called the projection factor (or p-factor).
The p-factor can be derived using models of Cepheid atmospheres (Sabbey et al. 1995) or using the measured widths and asymmetries of spectral lines. Its precise estimation is still an open question. New interferometers under construction (see Sect. 5) will enable direct measurements of the limb darkening on the closest Cepheids and hopefully will clarify this point. This coefficient is essential in the distance determination by the BW method (see Sect. 4.1). The most widely accepted value for the p-factor of Cepheids is 1.36, and it has been used for our integration of the CORAVEL data.
The resulting diameter curve is presented in Fig. 2. The shape of this curve is typical of an intermediate period Cepheid star, with a maximum at phase 0.3 and a minimum diameter at phase 0.7. For comparison, examples of typical radii curves for two Cepheids: U Sgr, P=6.7 days and SZ Aql, P=17.1 days can be found in Laney et al. (1995).
We adjust a model with two parameters (the mean angular diameter and the amplitude of the pulsation) to our visibility data. The shape of the expected angular diameter variation curve is shown in Fig. 2. The fit is done in the visibility space. We use the same classical minimization algorithm as for the constant diameter model, with two parameters.
To extract the parameters of the Gem diameter variations, the minimized
expression is the same as in Eq. (6), but the model visibility is now:
|Figure 3: Gem variable angular diameter model fit. The curve corresponds to the parameters given in Table 4|
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|Mean||1.64 +0.14 -0.16 mas|
|Mean||1.67 +0.14 -0.16 mas|
|Amplitude||0.1 0.3 mas|
The reduced value for the variable model fit is 20% larger than the value obtained for the constant diameter model. From this result we conclude that given the limited baseline of IOTA, the detection of the diameter variations is beyond the capabilities of our instrument. However, considering the level of uncertainty on the individual points, both the constant and variable angular diameter models are compatible with our results.
Following the suggestion from Sasselov & Karovska (1994), we compute the distance to Gem by combining a mean radius from a complete B-W solution and our measurement of this star's angular diameter.
The Baade-Wesselink (BW) method assumes that we can observe simultaneously the emitting
surface of the star in flux, temperature variation and radial motion (Gautschy 1987). The flux and temperature variations give the ratio of the instantaneous radius of the star to
the mean radius through the equation (assuming
is constant for simplicity):
Numerous BW measurements have been carried out on Gem. A survey of eight BW diameter measurements obtained before 1982 can be found in Fernie (1984). They range from 64 to 73 . More recently, Krockenberger et al. (1997), estimated the diameter of Gem to be 69.1 +5.5 -4.8 . Bersier et al. (1997) have derived a value of . For coherence with the radial velocity measurements, this last value is retained in this paper's computations.
Other methods, derived from BW, have also been used, such as "CORS'' by Ripepi et al. (1997), yielding a diameter of 73.5 , or "new CORS'', giving 86.2 . These authors have also experimented with variable values of the p-factor on Gem during the pulsation, giving values of 80.1 (CORS) or 93.7 (new CORS).
Knowing the mean uniform disk angular diameter of Gem and its intrinsic BW mean
diameter, 89.5 13.3
(from Bersier et al. 1997), it is now easy
to compute its distance:
The distance d to Gem can be derived knowing the constant diameter model = 1.66 +0.14 -0.16 mas. Equation (12) gives d( Gem) = 502 88 pc, equivalent to a parallax of 1.99 0.36 mas. The parallax obtained here for Gem is consistent with the parallax measured by Hipparcos: mas, though on the lower end of the error bars.
It is interesting to note that the error in the derived distance is currently dominated by the uncertainty on the assumed BW mean diameter. Moreover, there is clearly a possible systematic error at least as large as the reported statistical error, considering the wide range of discrepant BW diameter values (64-94 ). The estimation of these systematics is beyond the scope of our paper and the error bars given here do not include them.
It is also possible to estimate the distance to a pulsating star directly from the
geometrical amplitude of its pulsation. On one hand, we have the absolute amplitude of
the pulsation by integrating the radial velocimetry curve. On the other hand, we can measure
directly the angular diameter variation, though the amplitude determined in this paper is
affected by a large uncertainty. By combining these two values, one can derive the
distance to the star via the equation:
Intuitively, we use what we know along the line of sight (radial velocimetry gives a linear amplitude value) and perpendicular to the line of sight (interferometry provides an angular amplitude) to derive the distance. This assumes that Gem is essentially pulsating radially (see Gautschy & Saio 1995 and Gautschy & Saio 1996 for an extensive review of star pulsations), but this hypothesis is nowadays widely accepted (Bono et al. 1999).
While the radial velocity measurements are done mostly in the visible, the interferometric observations are often done at infrared wavelengths (Lane et al. 2000; this paper). To assess the validity of the visible radius curve of the star to fit infrared wavelengths interferometric data, it is necessary to compare what is really observed by interferometry at m to what is measured by radial velocimetry in the visible.
The formation of the absorption lines used to measure the radial velocity through the Doppler shift happens at different depths in the stellar atmosphere depending on the wavelength: the longer the wavelength, the higher the line-forming region in the atmosphere. In the case of the infrared, the lines are formed above the visible ones. In the absence of shock waves, it is therefore expected to see a larger pulsation amplitude in the infrared than in the visible, as the infrared continuum-forming region is located above the visible photosphere.
Regarding this question, Sasselov & Lester (1990) have obtained measurements at 1.08 and m of the radial velocity of several Cepheids, and find for Gem an apparent velocity difference of 2.7 kms-1 at phase 0.802, shortly after the minimum diameter. Confirming this trend, Butler et al. (1997) have studied the cases of three bright Cepheids ( Cep, P=5 days; Aql, P=7 days; X Cyg, P=16 days). They obtained radial velocity curves from spectral lines located in the near infrared ( m) and in the visible ( m). For the two shorter period Cepheids, the near infrared and visible radial velocity curves differ by less than 1 kms-1, but the longer period Cepheid X Cyg shows peak velocity differences of as much as 3 kms-1.
Assuming a radius for Gem of 89.5 ( 1.25 1011 m) taken from Bersier et al. (1997), a 3 kms-1 radial velocity difference integrated over half the period would correspond to 2% of the diameter of the star. The effect of this difference on the diameter curve is that the amplitude is increased by 20% (compared to the visible curve). Such a bias would also reduce accordingly the apparent distance estimation through the amplitude of the pulsation.
Considering the fact that we do not detect the pulsations significantly, this effect is neglected in Sect. 4.2.3. However, when very high precision Cepheid diameter measurements will be possible with instruments such as the VLT Interferometer (Glindemann et al. 2000, see Sect. 5), it will be important to rely on radial velocimetry and interferometric observations obtained at the same wavelengths for distance measurements.
In the case of longer period, large amplitude Cepheids, the suspected presence of strong shock waves and velocity gradients (Butler et al. 1996) make it more difficult to estimate the true infrared pulsational velocity. Shorter period Cepheids are likely to be less affected, showing smoother, more sinusoidal radial velocity curves than longer period stars.
The amplitude of the pulsation as derived from the model fit presented in Sect. 3.2 is mas. The amplitude of the radius variation is 4.64 109 m (see Fig. 2), assuming that the atmosphere of the star is comoving (same behavior between visible and infrared wavelengths). We obtain -230 pc.
This distance is compatible with the Hipparcos measurement ( mas, equivalent to a distance of 358 +147 -80 pc). Though this method is promising, the estimation of the distance to Gem by the pulsation amplitude is still beyond the present capabilities of our instrument. Moreover, due to the use of visible radial velocity curves, our distance (as well as the one derived by Lane et al. 2000) may be biased by up to 20% towards smaller values (see Sect. 4.2.2 for discussion).
In the next years, the VLT Interferometer (VLTI), CHARA and the Keck Interferometer will be the instruments providing the highest angular resolution. It is expected that their hundreds of meters baselines will allow the resolution of the closest Cepheids. The VLT Interferometer (up to 200 m baseline, fringe tracking, large apertures with adaptive optics) will allow precise diameter measurements on a large number of Cepheids, covering a wide range of periods and distances. Both radial pulsations and non radial oscillations will be measurable through interferometric observations by using different baseline orientations.
Even assuming the same performances that were obtained with FLUOR (conservative 1% visibility accuracy in 100 scans, without adaptive optics or fringe tracker), a study of the targets accessible to the VLTI gives a list of 17 Cepheids for which the pulsation will be measurable at a 3 sigmas level per measurement.
The VINCI instrument (Kervella et al. 2000), functioning on the same combination principle as FLUOR (single-mode infrared fibers) is expected to provide an even higher precision.
One especially interesting target is l Car (HD 84810). Its intrinsic diameter is evaluated between 180 (Ripepi et al. 1997) and 195 (1998). Its relative proximity (Hipparcos parallax ¹ = 2.16 0.81 mas) gives an expected angular diameter of more than 3.5 mas. On the 200 m baseline of the VLTI, l Car will be fully resolved, and in the second lobe of its visibility function. It will therefore be possible to look for features on the photosphere of this star. Since this star is a long period Cepheid (P=35.5 days), it will be necessary to be particularly careful in the integration of the radial velocity curve to estimate the distance (see Sect. 4.2).
Gem will also be observable with the VLTI. Based on FLUOR observations, we can expect to measure the diameter of this star with a statistical precision of about 30 as per single measurement (100 interferograms, or about one minute of observation time). Even considering calibration issues and the current poor knowledge of the p-factor, the final precision on the distance measurement should be better than 1% for 300 observations spread over the pulsation period.
It is also expected that direct limb darkening measurements will be possible on six Cepheids (for which visibility is less than 60% on the 200 meter baseline). This will be achieved by observing the star at several baselines and computing the best fit with three parameters: limb darkening coefficient, mean angular diameter and amplitude of the pulsational variations.
We have reported the direct measurement of the angular diameter of Geminorum at a relative precision of 10%, using long-baseline interferometry in the band. Our value is consistent with the previous determinations by interferometry (Nordgren et al. 2000; Lane et al. 2000) and lunar occultation (Ridgway et al. 1982). We have tentatively fit a two parameter model to our data, based on radial velocity measurements, in order to measure the amplitude of the pulsation of this Cepheid, but the pulsation could not be detected on a significant statistical level.
The distance to Gem was computed using BW linear diameter estimate, and is consistent with the Hipparcos parallax measurement. In case infrared interferometric measurements are used together with a visible light radial velocity curve, any direct distance estimation through the amplitude of the pulsation should take into account the difference between the pulsational motions of the visible and infrared photospheres of the star. Otherwise, an underestimation of the true distance could occur.
The limb darkening factor is still not directly measured but estimated from a stellar atmosphere model. The use of large ground-based interferometers will allow to measure it directly. Once direct p-factor measurement and infrared radial velocimetry are available, the distance to the closest Cepheid stars will be determined in a fully observational way.
P. K. gratefully acknowledges as a graduate student the support of the European Southern Observatory. This research has made use of the SIMBAD and NASA Astronomical Data Center databases. The authors would also like to thank the anonymous referee for his valuable inputs.