By analysing the complete data set of the CES planet search program until April 1998 with the Austral code we obtained precise differential radial velocities for all 37 survey stars. Table 2 summarizes the RV results by giving the total RV rms-scatter, the average internal error for each star, the mean S/N-ratio of the CES spectra and the duration of monitoring by the CES survey. The internal RV measurement error is the uncertainty of the mean value of the RV distribution along one CES spectrum of the typically 90-pixel long spectral segments, for which the modeling is performed independently (see Endl et al. 2000 for a detailed description). A histogram of the RV scatter is shown in Fig. 3, with the exclusion of binaries and the 3 fainter M-dwarfs.
The average RV rms-scatter of the complete target sample (37 stars) is
(in the
cases of
Hor (see next section),
For, HR 2400, HR 3677 (three new binaries, see
Sect. 3.2) and
Cen A & B (see Endl et al. 2001a) we take the RV residuals after subtraction of either the planetary or stellar secondary signal).
The dependence of the RV scatter on spectral type is demonstrated in Fig. 4.
The average RV scatter for F-type stars is
(7 stars),
for G-type stars
(21 stars), for K-type stars
(7 stars) and
for the M-dwarfs
(3 stars). The scatter declines from spectral type F to K, which
can be explained as the functional dependence of the measurement precision on the spectral line
density (velocity information content) in the CES bandpass.
In the case of the short CES spectra
the RV precision is clearly depending on the total number of spectral lines within this bandpass.
Since the
line density is higher for stars with later spectral type, one can expect the highest achievable RV precision for K or M stars. This is the case for K-type stars as demonstrated in Fig. 4.
The strong increase of scatter and
internal error for the 3 M-type stars is caused by the low S/N-ratio of the obtained spectra (they are
all fainter than V>9.5), which degrades the measurement precision despite their higher line density.
Star | N | rms | m.int.err. | S/N | T |
[
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[
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[days] | |||
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51 | 21.6 | 16.7 | 257 | 1889 |
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157 | 23.3 | 20.5 | 161 | 1888 |
HR 209 | 35 | 23.1 | 19.6 | 151 | 1573 |
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58 | 17.9 | 15.9 | 212 | 1927 |
HR 448 | 24 | 17.1 | 20.5 | 129 | 439 |
HR 506 | 23 | 23.9 | 23.3 | 173 | 1574 |
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116 | 11.3 | 14.1 | 196 | 1889 |
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40 | 780.9 | 14.8 | 199 | 1890 |
HR 753 | 6 | 10.1 | 18.7 | 118 | 64 |
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95 | 52.5 | 17.4 | 163 | 1976 |
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65 | 55.2 | 36.8 | 197 | 1890 |
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14 | 17.7 | 15.9 | 109 | 185 |
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58 | 21.8 | 16.9 | 180 | 1977 |
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66 | 13.7 | 9.7 | 174 | 1890 |
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48 | 15.5 | 12.9 | 189 | 1889 |
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41 | 9.8 | 11.3 | 170 | 1853 |
HR 2400 | 53 | 254.9 | 25.3 | 150 | 1925 |
HR 2667 | 66 | 16.5 | 21.4 | 144 | 1935 |
HR 3259 | 35 | 16.2 | 14.2 | 124 | 1852 |
HR 3677 | 34 | 486.1 | 16.7 | 145 | 1925 |
HR 4523 | 27 | 15.0 | 14.5 | 210 | 1925 |
HR 4979 | 52 | 14.0 | 12.5 | 185 | 1934 |
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205 | 165.3 | 11.9 | 225 | 1853 |
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291 | 205.1 | 9.9 | 206 | 1853 |
HR 5568 | 40 | 7.7 | 12.9 | 114 | 384 |
HR 6416 | 57 | 25.6 | 15.0 | 154 | 1845 |
HR 6998 | 51 | 19.6 | 22.9 | 137 | 1789 |
HR 7373 | 8 | 8.2 | 8.9 | 209 | 266 |
HR 7703 | 30 | 13.3 | 14.1 | 162 | 1042 |
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90 | 35.4 | 31.3 | 184 | 1969 |
HR 8323 | 20 | 19.8 | 17.3 | 147 | 1068 |
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73 | 13.5 | 9.9 | 203 | 1889 |
HR 8501 | 66 | 34.0 | 17.5 | 184 | 1890 |
HR 8883 | 31 | 65.2 | 38.6 | 137 | 1259 |
Barnard | 24 | 37.2 | 46.5 | 31 | 1414 |
GJ 433 | 15 | 49.9 | 61.0 | 26 | 337 |
Prox Cen | 65 | 106.1 | 88.0 | 18 | 1728 |
Appendix A (Figs. .1-.10) presents the RV results for all stars,
plotted for
comparison in the same time frame (JD 2 448 800 to JD 2 451 000).
The near sinusoidal RV variation caused by the orbiting planet around Hor clearly
stands out of the rest of the sample (see Fig. .3).
For the faint M dwarf Prox Cen (V=11.05) the larger rms-scatter is caused by the insufficient
S/N-ratio of the CES spectra obtained with the 1.4 m CAT telescope (the average S/N-ratio
of the Prox Cen spectra is only 18).
The results for the inner binary (components A & B) of the Centauri system were
already presented in Endl et al. (2001a).
The large scatter seen in the RV results for
For, HR 2400 and HR 3677 is caused by apparent
binary orbital motion and will be discussed in detail.
The G0V star
Hor (HR 810, V = 5.4) has been earlier identified as an RV variable star
and thus as a "hot candidate'' in the CES survey for having a planetary companion
(Kürster et al. 1998; Kürster et al. 1999a).
A possible eccentric Keplerian signal with a period of 600 days was found, but with a low confidence
level.
After the analysis of all 95 spectra of Hor using the Austral code the resulting RVs have
a total rms scatter of
,
an average internal error of
and reveal a
near sinusoidal variation which is apparent during the last 2 years of monitoring (see
Fig. .3). The 95 spectra were taken between November
1992 and April 1998 and have an average S/N-ratio of 163.
A period search within this time series using the Lomb-Scargle periodogram (Lomb 1976;
Scargle 1982) detected a highly significant signal with a period of 320 days and a very low
False Alarm Probability (FAP) of <10-11. It was possible to find a Keplerian orbital solution
for these RV data and thus successfully detect an orbiting extrasolar planet. We presented
this discovery already in Kürster et al. (2000) and we refer the reader to
this earlier paper for a more detailed description. Here we want to summarize the orbital, planetary and
stellar properties. Figure 5 displays the found Keplerian orbital solution and
Table 3 lists the parameters of the planet and its orbit (note that in
Kürster et al. 2000 the time of maximum RV was given wrong by one day due to a
typo).
Minimum planet mass |
![]() |
Orbital period |
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Orbital semi-major axis |
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Orbital eccentricity |
![]() |
RV semi-amplitude |
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Time of maximum RV |
![]() |
Periastron angle |
![]() |
Hor b was the first planet to be detected residing entirely within the so-called
"habitable zone'' (as defined in Kasting et al. 1993) of its parent star.
The residual rms scatter around the orbit is
,
larger than the error expected
from the RV precision tests in Endl et al. (2000).
A lot of this excess scatter is probably caused by stellar activity as it turned out that
Hor
is a quite young (ZAMS) and active star. Both the RV variation caused by the planet as well as the
excess scatter have been confirmed in the meantime by Butler et al. (2001) and
Naef et al. (2001).
There are indications that the
Hor system might host
additional planetary companions: the periodogram of the RV residuals (after subtraction of
the orbit) reveals a peak at
days. This
looks intriguing especially after the detections of extrasolar planets moving in near-resonance
orbits, e.g. the two companions of HD 83443 in a 10:1 resonance (Mayor et al. 2000),
the planetary pair around GJ 876 in a 2:1 resonance (Marcy et al. 2001),
and the two planets orbiting 47 UMa in a 5:2 resonance (Fischer et al. 2001).
We demonstrate in Kürster et al. (2000) that the
days peak is not
due to spectral leakage from the P=320 days signal (see panel d of Fig. 1 in Kürster
et al. 2000).
This could indicate the presence of
a second planet located close to the 2:1 resonance. However, the FAP of this peak is still
above
and we cannot confirm yet the presence of a second companion. After the
replacement of the Long Camera at the CES with the Very Long Camera we continued to monitor
Hor using the same I2-cell for self-calibration. The analysis of the
new data and merging it with the Long Camera data set might allow us in the near future to
verify the existence of the second planet.
The CES Long Camera results also contributed to another extrasolar planet detection:
our RV data for the nearby (3.22 pc) K2V star
Eri add
to the evidence for a long-period (
yrs) planet, as presented in
Hatzes et al. (2000).
For, HR 2400 and HR 3677 were found to be single-lined spectroscopic
binaries, their large RV scatter (see Table 2)
is the direct result of huge RV trends induced by high mass (stellar) companions.
These trends were already discovered by an earlier analysis of a fraction of the data of these
3 stars (Hatzes et al. 1996). Now the analysis of the entire Long Camera
data of
For and HR 3677 exhibits a curved shape of the RV trends and - in the case of
For - allows us to find a preliminary
Keplerian orbital solution, while the very long period for HR 3677 and the linearity of the RV trend
for HR 2400 prohibits this.
![]() |
Figure 6:
Preliminary Keplerian orbital solution for ![]() ![]() ![]() |
![]() |
Figure 7:
Residual RV scatter of ![]() ![]() ![]() |
The G0V star For has the largest RV scatter (rms
)
of all stars in the
CES sample.
We find a preliminary Keplerian orbital solution (see Fig. 6) with the
following parameters: orbital period P=7700 days, time of periastron passage
T=2 454 466 JD, a low eccentricity e=0.0576, an RV semi-amplitude
and periastron angle
.
This fit to the 40 RV measurements gives a
,
and a reduced
(with 34 degrees of freedom) and
.
In other words the found preliminary Keplerian orbit represents a good fit to the RV data.
By changing the value of P (and letting the remaining orbital parameters vary until
)
we determined the uncertainty of the period to be
days.
Since our RV data cover only a fraction of one orbital cycle and do not constrain the orbit well enough,
it was not possible to find a simultaneous solution for all orbital parameters and derive the
error-range for the remaining 5 parameters.
The mass function is
and the orbital period
transforms to
AU.
The scatter around this orbit is
(Fig. 7) and consistent
with the mean internal error of
.
In the Hipparcos catalogue
For was given a double/multiple systems annex flag G,
meaning that higher-order terms were necessary to find an adequate astrometric solution.
This is an indication that
For is a long-term (P>10 yrs) astrometric binary, consistent
with our results. The RV variabilty of
For was also noted by Nidever et al. (2002)
who find a linear RV slope of
per day for their 7 measurements of this star.
HR 2400 (F8V) reveals a linear trend in its RV data indicating a high mass companion in a long-period
orbit which does not allow us to find a Keplerian orbital solution.
Figure 8 shows the best-fit linear function with a slope of
(the error range of the slope is determined by varying the value of the slope, whereby for
each slope the zero-point is always fitted, until
).
The residual rms-scatter around this slope is
which is of the same order
as the average internal error of
(see Fig. 9).
The linearity of the trend does not allow an
estimate of the mass or period of the secondary. Moreover, HR 2400 does not possess a double/multiple
systems annex
flag in the Hipparcos catalogue indicating that the period is indeed very long compared to the monitoring time spans of both programs (Hipparcos: 3.2 yrs, CES Long Camera: 5.2 yrs).
![]() |
Figure 8:
Linear fit (dashed line) to the RV data of HR 2400 (diamonds with errorbars),
the residuals are shown in Fig. 9.
This best fit linear trend has a slope of
![]() |
![]() |
Figure 9:
RV residuals of HR 2400 after subtraction of the linear slope (Fig. 8).
The residual rms scatter of
![]() ![]() |
![]() |
Figure 10:
Best parabolic fit for HR 3677 (G0III) indicating an orbital period much longer
than the monitoring time ( Hipparcos astrometry gives a period of ![]() ![]() |
The giant HR 3677 (G0III) is - with a distance of 192.31 pc - by far the most distant star
in the CES sample.
A parabolic fit to the RV results is shown in Fig. 10. This fit gives an
acceptable description of the data with
a
of 0.99 and
.
Figure 11 shows the residuals after subtraction of this best-fit curved trend.
The residual rms-scatter around this orbit is
,
slightly larger than the
average internal error of
.
From the Hipparcos measurements of HR 3677 a two-component astrometric solution was derived.
The angular separation of the components is given as
0.010 arcsec which corresponds at the
distance of 192.31 pc to a minimum orbital separation of
AU.
The orbital period would be around 75 years, too long to determine a Keplerian solution, but
it seems to be consistent with the RV-variation we find for HR 3677.
![]() |
Figure 11:
Residual RVs of HR 3677 after subtraction of the best-fit curved trend (shown in Fig. 10). The rms-scatter is
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Copyright ESO 2002