Issue |
A&A
Volume 521, October 2010
|
|
---|---|---|
Article Number | A4 | |
Number of page(s) | 7 | |
Section | Catalogs and data | |
DOI | https://doi.org/10.1051/0004-6361/200913369 | |
Published online | 13 October 2010 |
The CPMDS catalogue of common proper motion double stars in the Bordeaux Carte du Ciel zone
P. Gavras1,2 - D. Sinachopoulos2 - J. F. Le Campion3,4 - C. Ducourant3,4
1 - Department of Astrophysics, Astronomy and Mechanics, Faculty of Physics, University of Athens,15783 Athens, Greece
2
- Institute of Astronomy & Astrophysics, National Observatory of
Athens I. Metaxa & Bas. Pavlou GR. 152 36 Palea Penteli, Greece
3 - Université de Bordeaux, Observatoire Aquitain des
Sciences de l'Univers, 2 rue de l'Observatoire, BP 89, 33271 Floirac
Cedex, France
4 - CNRS, UMR 5804, Laboratoire d'Astrophysique de
Bordeaux, 2 rue de l'Observatoire, BP 89, 33271 Floirac Cedex, France
Received 29 September 2009 / Accepted 8 June 2010
Abstract
Context. The present knowledge of common proper motion
double stars is rather poor and almost entirely restricted to the
Luyten LDS catalogue of 6210 pairs, to 439 pairs of Halbwachs catalogue
of common proper motion stars in AGK3, and to Greaves new northern
common proper motion pairs (975 pairs).
Aims. We present a search for new double stars with common proper motion in the Bordeaux, PM2000, proper motion catalogue
.
Methods. The selection of double stars, on the basis of common
proper motion, was performed by testing the candidate pairs with a
Student t-distribution hypothesis test. A classification was performed
by the analysis of the photometric properties of the components.
Results. We present a catalogue, which contains 2572 new common proper motion pairs with angular separations
and PM2000 meridian magnitudes for both components. As a by-product, we
present the remeasurement of the parameters of 926 visual pairs from
the WDS Washington double star catalogue.
Conclusions. The present catalogue, which is a list of candidate
binaries, is an important step in the knowledge of double stars because
it increases the number of known common proper motion pairs by 30%.
Key words: binaries: visual - astrometry - catalogs
1 Introduction
The Bordeaux PM2000 catalogue (Ducourant et al. 2006)
is a project that started in 1998 at Bordeaux observatory and finished
in 2006, providing accurate measurements of proper motions and
positions for stars brighter than V=16.2 mag. It provides measurements for more than 2 600 000 stars (complete to V = 15.4) located in the Bordeaux Carte du Ciel zone
.
The project used observations of 5 different catalogues indicated in Table 1
with the mean epoch of observations. The Bordeaux meridian positions
used, were published as the catalogue M2000 (Rapaport et al. 2001). The Bordeaux meridian circle has 202 mm diameter of front lens and uses a Thomson 7896M CCD camera with dimensions
pixels. The size of each pixel is
m and corresponds to
arcsec (Viateau et al. 1999). The epoch of the first observations used for PM2000 is the epoch of the Carte du Ciel plates (
1900) and the last epoch is that of M2000 (
2000) (Ducourant et al. 2006).
Table 1: PM2000 data sources.
In this present work, we attempt to identify the common proper motion (hereafter CPM) visual double stars in PM2000, lying in the Bordeaux Carte du Ciel zone and to provide measurements of their angular separation and position angle.
Much work has been done in the field of double stars, trying to discriminate the physically related pairs, from the opticals. The first approach was that of Aitken (1911) who adopted a criterion for which a double star would be physical, taken into account the angular separation and the combined magnitude of the components. Kubikowski et al. (1959) published a statistical study of the topic. Sinachopoulos and Mouzourakis (1991) proposed a statistical criterion to discriminate the physical visual double stars from the optical ones.
The use of proper motions of the components to identify the physically related pairs among the visuals was firstly presented by Luyten (1933). The LDS common proper motion double star catalogue (Luyten 1997) contains 6210 pairs. Another major catalogue was presented by Halbwachs (1986) containing 439 double stars with common proper motion in the AGK3 catalogue.
A by-product of the present work is to provide new relative coordinates of the known visual double stars, which are present in PM2000. There are currently, two major catalogues of visual double stars. One is the Catalogue of Components of Double & Multiple stars (CCDM), which contains 105 838 double stars (Dommanget & Nys 2002). The other is the Washington Double Star catalogue (WDS) containing 102 387 double and multiple stars (Mason et al. 2006).
In Sect. 2 of this paper, we present a search for common proper motion double stars in PM2000 and the properties of the resulting catalogue. In Sect. 3, we search for the known WDS double stars, which are present in PM2000. In Sect. 4, we present our results as the Common Proper Motion visual Double Star catalogue (CPMDS), an annex of high proper motion and large angular separation pairs, and a catalogue with remeasurements of known WDS double stars.
2 Searching for common proper motion stars in PM2000
2.1 Selection criterion
We first extracted from PM2000, all stars with proper motions larger than 3
in both directions. By doing this, we selected 414 224 stars.
Since about 97% of the WDS entries have angular separations smaller
than 2
,
we chose this constrain, to check whether a star in our PM2000
subsample has one or more neighbouring stars at angular separation less
than or equal to 2
.
The result was a sample of 213 215 visual double stars.
We then, checked which of these double stars are common proper
motion pairs. To do that, we carried out the following statistical
hypothesis test. We considered the primary component of a double star
with proper motion
(hereafter
), with an unbiased estimation of the variance
(from now on
)
and with an associated
,
derived from
and
observations. The secondary component parameters are
,
,
and
and
,
,
and
respectively. We verified whether the proper motions in both directions are the same at the 0.05 level of significance.
Fewer than 30 measurements were typically used for each PM2000 star to
calculate its proper motion. For this reason, we had to use a test
based on the Student's t-distribution. For stars, which are observed
more than 30 times, the normal distibution should be used, but
Student's t-distribution becomes the normal distribution when the
degrees of freedom are more than 30. The null and alternative
hypotheses of our t-test were
![]() |
(1) |
![]() |
(2) |
![]() |
(3) |
![]() |
(4) |
To solve this problem, we had to calculate the

![]() |
(5) |
where
![]() |
(6) |
and similarly the





![]() |
(7) |
![]() |
(8) |
where T is the value for a 0.05 level of significance depending on the degrees of freedom.
We calculated
and
and T
only for those pairs, for which both stars in our selected sample of
PM2000 stars had more than 3 observations used to derive their
proper motions. If both conditions expressed in Eqs. (7)
and (8) found to be true, we decided that the components of this
double star had common proper motion.
We also searched for CPM stars in pairs with
mas/yr and
,
using the same t-test described previously. We also calculated the probability
of commiting a type II error, which is the probability of accepting a
pair as having CPM, although the proper motions of its components are
different. This probability is represented by the probabilities
in
and
in
.
To calculate
,
we had to calculate first the critical value of the difference in the proper motions
for right ascension
![]() |
(9) |
Afterwards, we calculated the standardized variable

![]() |
(10) |
Obviously the probability



We followed the same procedure to calculate
as well. The global solution performed to derive the proper motions in
PM2000 was performed at a selected central epoch for which the matrix
of error is diagonal. Therefore the two components of proper motion are
independent. Thus, the total probability is given by
![]() |
(11) |
2.2 Properties of our common proper motion double star sample
We found 2572 common proper motion double stars with angular separations smaller than 2
and 259 with angular separations between 2
and
,
but with proper motions larger than 50 mas/yr. Among these, 2831
CPM stars 53 are triples and 6 are multiple systems. Sixty-four pairs
are members of the open cluster M 67.
In Fig. 1, we show the distribution of the ratio of the number of CPM pairs found to the total number of visual pairs of our sample (
). As we see, the ratio for CPM double stars is higher for small angular separations. In the range
,
the calculated ratio is underestimated because the lower limit of separation in PM2000 is about 8
.
In the inserted diagram, we present the distribution of the absolute number of CPM double stars.
In Fig. 2, we present the distribution of the errors of the angular separation for
.
The mean value of error in angular separation is 0.06
.
The mean value of error in the measurement of position angle is 0.06
.
In the case of 2
,
the mean value of errors are 0.07
and 0.02
,
respectively.
In Fig. 3, we present the distribution of the probability
for the pairs with angular separations smaller than 2
.
About 33% of these pairs have a probability of less than 10% of not
being common proper motion double stars despite being selected as CPM
ones, while 7% of them have
higher than 50%.
In the case of
,
the probability
is less than 10% for about 38% of the double stars, while for 8% of
these pairs the probability of commiting a type II error is 50% or
higher. These are rather optimistic results, since the type II error is
underestimated due to the solar motion to the apex, which was not taken
into account.
![]() |
Figure 1:
The distribution of |
Open with DEXTER |
![]() |
Figure 2:
The distribution of the measurement errors in |
Open with DEXTER |
![]() |
Figure 3:
The distribution of the probability |
Open with DEXTER |
2.3 External check of our CPM selection
To test our results, we first selected the objects of Luyten's LDS
common proper motion double star catalogue, which are in the Bordeaux
zone. We, then excluded very faint stars and pairs with angular
separations smaller than 7
,
since they could not be included in our lists. Afterwards, we
identified the remaining LDS stars in PM2000. We, finally found 64
Luyten CPM stars in PM2000. Only 12 of them (19
)
were identified by us as CPM double stars. For the 42 missed pairs, the
discrepancy between LDS and our list may be caused by a too severe
selection criterion in this work. We reapplied our test, for a
significance of 0.01 and we were able to accept as CPM pairs 10 more of
the 42 missed. Nevertheless, we were unable to accept as CPM half of
the LDS pairs.
The origin of this discrepancy cannot be the quality of the proper motions used in the present work, because we searched both in PPMX (Roeser et al. 2008) and UCAC2 (Zacharias et al. 2004) and found their proper motions to be fully compatible with those of PM2000. Therefore the final explanation of the 32 discrepant pairs is that Luyten's criterion is more tolerant than ours.
2.4 Classification of our CPM sample
To identify and validate the pairs that could possibly have a
physical connection, we used Vizier, where we searched the 2MASS
catalogue (Cutri et al. 2003)
for photometry of both components of our CPM pairs. From the 2831
double stars in our lists, we found 2MASS high quality data for both
components only for 2603 of them. We then created an empirical H-R diagram (J-K, J)
using data of the old open cluster M67 and Pleiades, taking into
account that these clusters have almost the same reddening. The value
of E(B-V) is indeed, mmag for M 67 (Taylor 2007) and
mmag for the Pleiades (Taylor 2008).
Moreover, we used the near infrared bands of 2MASS, so the effect of
reddening is less important than it is in optical wavelengths. The
distance of M 67 is 843 pc (Tian Kai-ping et al. 1992), while the distance of Pleiades is 133.8 pc (Percival et al. 2005); we used these values to construct the common H-R
diagram of these two clusters. Our idea of validating double stars is
that physically connected pairs should have about the same age and
distance and take specific relative places on an H-R diagram depending on the initial mass of their components.
We classified our CPM sample according to the likehood that their components are physically connected. Each pair was considered in this H-R diagram and classified as I, II, III, IV and V. The double stars with components of similar (J-K) and magnitudes were considered members of class I. The pairs with secondaries that are on the main sequence (MS), while their primary is on either the MS or the giant branch were also considered as members of class I. On the other hand, double stars with the secondary component brighter in J were classified as members of class V. In addition, pairs with a secondary much redder than the primary and of very similar magnitude, were classified as members of class V, as long as they were not both on the giant branch. The pairs that we could not classify were considered as members of class III. Class II contains the cases between I and III, while class IV includes those between III and V. From the 2603 CPM double stars that we were able to check, 992 pairs were classified as members of class I, 880 as class II, 404 as class III, 227 double stars as class IV, and 100 as class V.
Since we have two data sets, one of angular separation smaller than 2
and the other with
,
we verified whether the two distributions of our classification of stars are coherent. In Fig. 4,
we present these two distributions. We note that class I pairs are
slightly more frequent in the small angular separation sample, which is
reasonable. At the same time, we found a higher percentage of class IV
in the large angular separation list, which is also what we might
expect. We also studied the distribution of the proper motions
of those 2603 pairs for every class, but no correlation could be detected.
In Fig. 5, we present the distribution of
for the pairs classified as I and II. We also applied a linear
regression fit to this distribution for angular separations greater
than 40
.
All the pairs lying above the trendline are considered to be genuine binaries (Halbwachs 2007). The rate of these genuine binaries over all pairs at angular
is 39.8%.
![]() |
Figure 4:
Distribution of the classes of the common proper motion stars in percentage with
|
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![]() |
Figure 5:
Distribution the angular separation of the classes I and II with
|
Open with DEXTER |
We were, finally able to compile a catalogue of 2572 new common
proper motion double stars and classify them empirically according to
the position of their components on the H-R diagram. To this list, we add an annex of 259 common proper motion pairs with high proper motion ( mas/yr) and large angular separation
.
3 Remeasurements of WDS double stars in PM2000
We first extracted all known WDS double and multiple stars in the
Bordeaux Carte du Ciel zone within the observing capabilities of the
Bordeaux transit instrument.
For instance, most of the double stars in WDS are bright and for these
stars the lower limit to the angular separation in PM2000 is 8
.
Using these restrictions, we obtained a preliminary list of
1500 WDS double stars that could have been found in PM2000. To
identify these stars in the PM2000 catalogue and extract their data, we
searched for stars in common between these two catalogues by
cross-correlating their coordinates and magnitudes. The criterion
adopted to establish that a star is common to both catalogues is that
the maximum difference in (
)
is at most 3
.
Although our software was designed to perform also a cross-checking of
the magnitudes, this criterion had to be discarded because of the
different photometric techniques used in the two catalogues.
In the first step, we attempted to find the primary component.
Once a WDS primary component was found in PM2000, the coordinates of
its secondary were calculated, using the information of angular
separation
and the position angle
of the WDS double star as well as the position (
,
)
of the primary star in PM2000. From these values, the expected position
of the secondary component was calculated and using the same procedure
and constraints applied to the primaries, we searched for the secondary
component in the PM2000 catalogue.
Using our initial list of 1500 WDS double stars, we found
1442 WDS primaries (96.2%), but identified both components in only
1287 cases (89.3%). Thirty-seven of those 1287 secondaries, were found
manually using images of DSS for comparison. These 37 stars were found
to have angular separations that differ by more than 5
from
the values given in WDS. The reason for this difference is that most of
these double stars have not been observed since 1950. Thus, the optical
pairs among them, which have relatively large differences in the proper
motions of their components, had values of (
)
in PM2000, which differ from the values listed in WDS.
In the next step, we gathered all the Bordeaux meridian CCD observations of the components of these double stars, which were used in the preparation of PM2000. We handled only those pairs for which more than 3 measurements per component were available. We finally obtained a list of 1000 double stars for which we were able to calculate angular separation, position angle, and magnitude of the components for the mean epoch of observations.
In some of the double stars in our list (especially these with
relatively large angular separation), there are some observations used
to compile PM2000 for which we could indentify either the primary or
the secondary stars. In these cases, we calculated (
)
for the mean epoch using the observations of different epochs for each
component only if the difference in the epochs of the two components
was shorter than six months. This method delivers reliable relative
coordinates of the double stars because the angular separation and
position angle of very wide double stars hardly change from year to
year.
The result is a catalogue of 926 WDS double stars containing (
)
for an epoch of about 2000, with mean precisions
and
.
Only 24 of them (2.6%) are included in our CPMDS list.
We were unable to identify both components for 213 WDS double stars from a preliminary list of 1500 WDS pairs (16%). We checked all these double stars one by one. In most cases, the secondary star was too faint. Figure 6a shows a CCD frame of the Bordeaux meridian circle of a double star with a 13.47 mag primary and a 15.8 mag secondary. The secondary component obviously, could not be detected in this frame. In many other cases, the WDS double star was unresolved (Fig. 6b). In some other cases, the last WDS measurement was derived 50 years ago or even earlier. Optical pairs observed so many years ago that have components with large and different proper motions, have angular separations and position angles that vary so much that it is impossible to identify them in more recent catalogues. 287 pairs had less than 3 observations of their components and 74 pairs of the identified double stars had poor astrometric results, and were rejected.
![]() |
Figure 6:
Examples of unidentified double stars. a) WDS 12472+1442. Only the primary component was detected. b) WDS 13012+1552 with angular separation 8.4
|
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In Fig. 7 we present the distribution
,
which is the difference of our calculated
minus the last observation listed in WDS. This distribution is restricted to the case of
.
The mean value of
for these stars is 0.013
with
.
We present the whole distribution in the insert. These results are in good agreement with the measurements of WDS.
![]() |
Figure 7:
The central part of the distribution of our angular separation minus the angular separation from WDS. The mean value of
|
Open with DEXTER |
4 Presentation of the catalogues
4.1 The CPMDS common proper motion double star catalogue
Our CPMDS catalogue contains all detected common proper motion
double stars in the Bordeaux zone. The main catalogue contains 2572 CPM
double stars with angular separations smaller than 2
.
Its annex presents 259 common proper motion pairs with proper motions
greater than 50 mas/yr and angular separations larger than 2
and smaller than 5
.
An extract of the main catalogue and its annex is given in Tables 2 and 3,
respectively. Both catalogues are available at the CDS. The first two
columns give the J2000 coordinates of the primary component. The next
column is the identifier of PM2000 for the primary and the secondary
component.
Columns 4 and 5 give the angular separation and position
angle, respectively. We show in Col. 6, the PM2000 magnitudes of
the primary and the secondary component, respectively. In Col. 7
we give the PM2000 proper motion of the primary and in Col. 8 its
number of observations used in PM2000 for the calculation of the proper
motion in
and
.
In Col. 9 we give the proper motion of the secondary stars and in
Col. 10 the number of observations used in the calculation of the
proper motion in
and
.
In Col. 11, we indicate the central epoch of observations and give
our classification according to the position on the empirical H-R diagram in Col. 12. Finally, in Col. 13, we present the probability
of committing a type II error, which is to accept as CPM a pair with random proper motions.
Table 2:
Extract of the CPMDS catalogue of common proper motion double stars with angular separations smaller than 2
.
4.2 The catalogue of remeasured parameters of known WDS double stars
We present an extract of the remeasured parameters of known WDS stars in the Bordeaux zone in Table 4. The full catalogue is also available at the CDS. The first two columns show the J2000 coordinates of the primary component. The third column indicates its WDS identification. In Col. 4, we present the calculated angular separation and its error. In Col. 5, we list the calculated position angle with its error. Column 6 contains the magnitudes of the primary and the secondary components given in PM2000. In Col. 7, we give the mean epoch of observation and finally in Col. 8 the number of observations used.
5 Conclusions
In the proper motion catalogue PM2000, we have identified a sample of
new common proper motion double stars (CPMDS) by selecting only the
highest quality proper motion measurements of the catalogue and
conducting a t-test. The result was the CPMDS catalogue with
2572 pairs and its annex with 259 double stars with
and proper motions larger than 50 mas/yr. Our two lists are a useful tool in our quest to identify true binaries,
as they provide a large number of binary candidates, waiting to be confirmed by radial velocity measurements.
The area covered by the proper motion catalogue corresponds to about 6%
of the total surface of the celestial sphere. In this 6%, we discovered
2572 new double stars with common proper motion and angular separations
smaller than 2
,
which means that in the whole sky we expect
about 43 500 CPM double stars for this magnitude range.
Using positions of the stars of the same age in an empirical H-R diagram we were able to estimate that about 72% of the pairs selected with our method belong to classes I and II. We were unable to classify 16% of the double stars and the remaining 12% were members of classes IV and V.
We also used the Bordeaux PM2000 catalogue to remeasure the parameters of known double stars from WDS of 926 WDS double stars. Only 24 of them have an entry in our CPMDS catalogue.
AcknowledgementsWe thank the referee, Dr. J.L. Halbwachs, for helpful comments which led to an improved paper. This research has made use of the Washington Double Star Catalogue maintained at the US Naval Observatory. This research has made use of the VizieR catalogue access tool, CDS, Strasbourg, France. This publication makes use of data products from the Two Micron All Sky Survey, which is a joint project of the University of Massachusetts and the Infrared Processing and Analysis Center/California Institute of Technology, funded by the National Aeronautics and Space Administration and the National Science Foundation. This research is based on data mining of the Digitized Sky Survey, developed and operatedby the Catalogs and Surveys Branch of the Space Telescope Science Institute, Baltimore, Maryland.
References
- Aitken, R. G. 1911, Astron. Nachr., 188,281 [NASA ADS] [CrossRef] [Google Scholar]
- Cutri, R. M., Skrutskie, M. F., van Dyk, S., et al. 2003, 2MASS All-Sky Catalog of Point Sources, NASA/IPAC Infrared Science Archive [Google Scholar]
- Dommanget, J., & Nys, O. 1994, Components of double and multiple stars (CCDM), 2002yCat.1269....0D [Google Scholar]
- Ducourant, C., Le Campion, J. F., Rapaport, M., et al. 2006, A&A, 448, 1235 [NASA ADS] [CrossRef] [EDP Sciences] [Google Scholar]
- Greaves, J. 2004, MNRAS, 355, 585 [NASA ADS] [CrossRef] [Google Scholar]
- Halbwachs, J. L. 1986, A&ASS, 66, 131 [NASA ADS] [Google Scholar]
- Halbwachs, J. L. 2007, Binary stars, ELSA School on the Science of Gaia [Google Scholar]
- Kubikowski, J., Lukaszewicz, J., & Opolski, A. 1959, Acta Astron., 9, 4 [NASA ADS] [Google Scholar]
- Luyten, W. J. 1933, MNRAS, 93, 196 [NASA ADS] [Google Scholar]
- Luyten, W. J. 1997, LDS Catalogue: Doubles with Common Proper Motion (Luyten 1940-87) (Publ. Astr. Obs. Univ. Minnesota III), part 3, 35 [Google Scholar]
- Mason, B. D., & Hartkopf, W. I. 2006, JDSO,2, 171M [Google Scholar]
- Percival, S. M., Salaris, M., & Groenewegen, M. A. T. 2005, A&A, 429, 887 [NASA ADS] [CrossRef] [EDP Sciences] [Google Scholar]
- Rapaport, M., Le Campion, J.-F., Soubiran, C., et al. 2001, A&A, 376, 325 [NASA ADS] [CrossRef] [EDP Sciences] [Google Scholar]
- Rapaport, M., , Ducourant, C., Le Campion, J. F., et al. 2006, A&A, 449, 435 [NASA ADS] [CrossRef] [EDP Sciences] [Google Scholar]
- Roeser, S., Schilbach, E., Schwan, H., et al., 2008, A&A, 488, 401 [NASA ADS] [CrossRef] [EDP Sciences] [Google Scholar]
- Sinachopoulos, D., & Mouzourakis, P. 1991, A&A, 245, 513 [NASA ADS] [Google Scholar]
- Taylor, B. J. 2007, AJ, 133, 370 [NASA ADS] [CrossRef] [Google Scholar]
- Taylor, B. J. 2008, AJ, 136, 1388 [NASA ADS] [CrossRef] [Google Scholar]
- Tian, K.-P., Zhao, J.-L., Pan, R.-S., & He, Y.-P. 1993, ChA&A, 17, 195 [NASA ADS] [Google Scholar]
- Viateau, B., Réquième, Y., Le Campion, J. F., et al. 1999, A&ASS, 134, 173 [NASA ADS] [CrossRef] [EDP Sciences] [Google Scholar]
- Zacharias, N., Urban, S. E., Zacharias, M. I., et al. 2004, AJ. 127, 3043 [NASA ADS] [CrossRef] [Google Scholar]
Footnotes
- ... zone
- Complete Tables 2-4 are only available in electronic form at the CDS via anonymous ftp to cdsarc.u-strasbg.fr (130.79.128.5) or via http://cdsarc.u-strasbg.fr/viz-bin/qcat?J/A+A/521/A4
All Tables
Table 1: PM2000 data sources.
Table 2:
Extract of the CPMDS catalogue of common proper motion double stars with angular separations smaller than 2
.
All Figures
![]() |
Figure 1:
The distribution of |
Open with DEXTER | |
In the text |
![]() |
Figure 2:
The distribution of the measurement errors in |
Open with DEXTER | |
In the text |
![]() |
Figure 3:
The distribution of the probability |
Open with DEXTER | |
In the text |
![]() |
Figure 4:
Distribution of the classes of the common proper motion stars in percentage with
|
Open with DEXTER | |
In the text |
![]() |
Figure 5:
Distribution the angular separation of the classes I and II with
|
Open with DEXTER | |
In the text |
![]() |
Figure 6:
Examples of unidentified double stars. a) WDS 12472+1442. Only the primary component was detected. b) WDS 13012+1552 with angular separation 8.4
|
Open with DEXTER | |
In the text |
![]() |
Figure 7:
The central part of the distribution of our angular separation minus the angular separation from WDS. The mean value of
|
Open with DEXTER | |
In the text |
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