Up: Periodicities in data observed
Most of the calculated periodograms have been obtained from radio observations
(SVC and RRE time series calculated for seven different frequencies), but the
ISN and MMF data were also analysed. The final periodograms obtained
when all the main sinusoidal signals given in Tables 2 and 3 are subtracted
from the original data are presented in Figs. 4-7. Careful examination of these
periodograms shows that many periods having a formal significance level near
30% are seen in time series coming from different observational data. This
fact allow us to suggest that even those periods could be real.
Taking into account all the information about the periods found obtained with
the three different approaches to the data described in Sect.3, we prepare
Table 4 for the minimum, and Table 5 for the rising phase, which bring together
information about characteristic periodicities (lines) observed in these phases of the solar
cycle 23 (we use the spectroscopic term "line" for the mean period calculated from
the periods observed in various time series, which, as we suppose, represent the
same characteristic periodicity).
As two time series were created from the radio data at each frequency,
we use two successive rows in the radio data columns to separate periods
observed in SVC and RRE radio time series. The exact frequencies of
the detected periods were found with a 1 nHz resolution in the vicinity
of peaks seen in periodograms constructed from normalized power values
on the grid of the independent frequencies appropriate to the given window.
In all the figures, the points marked in the presented
periodograms are situated in the places resulting from the grid of the independent
frequencies, while the solid lines are drawn from the power values computed
every 1 nHz.
To discribe in some measure a "strength" of the line we introduced so called
the importance number of the line. This number shows how large is support
for this line from all the analysed time series. It is calculated
according to the following rule. The each letter "a" in the line description
columns (Cols. 12-14) gives for the importance number "5", the
letter "b" gives "3" , and the letter "c" only "1".
It is only one line with the importance number "5" in Tables 4 and 5. There
are a few lines with a smaller importance number than "5" recognised in the
analysed data, but we do not include them in Tables 4 and 5.
However, it is important to notice that some of the lines included in Tables 4 and 5
can be unreal in a sense that they are created from periods which in fact belong
to two different but neighboring lines. For such a case the calculated mean period
is somewhere between the periods of these two neighboring, unknown lines.
The probability of such a situation increses for lines having long periods and large
values of
(Col. 10, second row).
To aid in further discussion of the lines we have prepared
Fig. 8, which shows all the lines present in Tables 4 and 5.
The level of darkness in this 3D graph illustrate the importance number of the lines.
A close look at Fig. 8 shows a clear difference among the 18 lines observed
in the minimum and the 22 lines found in the rising phase of solar sunspot activity
cycle. Although the 9 lines have almost the same periods in both the phases,
the strength (measured indirectly by the importance number) of nearly all
the 18 lines change, indicating that perhaps the physical mechanisms responsible
for them also change with the solar phase. From Fig. 8 it is evident that the lines
in the rising phase gather into three groups:
- 1.
- Magnetic lines: all lines with periods shorter than 16 days. They have small
importance numbers and were included on our list only because of very high peaks
observed at these short periods in the MMF (mean magnetic field) time series. In the
minimum, only one line (13
5) from this group is enough strong to be present in
Fig. 8, but in the minimum MMF periodogram (see Fig. 6) some of them are
easily seen;
- 2.
- Rotational lines: all lines with periods inside the 25-34 days time
interval of the Sun's rotation. The three lines from this group are
visible in the minimum. The line 27
3 has the largest importance number and
results probably from the rotation of such solar phenomena as new solar cycle
sunspots as well as the long-lived coronal streamer structure observed during the
1996 minimum (Lewis et al. 1999). In the rising phase the period of
this line shifts to 27
7. The next two lines 29
1 and 30
3 are stronger
in the minimum than in the rising phase. This additionally supports the
supposition that they are associated with some medium, and large scale magnetic structures
(coronal neutral sheet, global neutral lines) which dominate in the
minimum and then decline (Lantos et al. 1992; Lantos 1999).
In the rising phase four new lines appear (25
2, 26
0, 26
8, 31
8). Three have periods
shorter than those discussed above. One of them, having a period of 26
0,
is the third dominant line of this phase. We suppose that this line is strongly
connected with eruption of new active-region magnetic fields emerging within
the complexes of activity "active longitudes" (Bumba & Howard 1969;
Ruzmaikin 1998) and its period may be identified with a fundamental
period of unknow Sun's clock which value is freqeuntly taken as equal
to 25
5 or 25
8 (Bai & Sturrock 1993; Bai 1994);
- 3.
- Activity lines: all lines with periods longer than 75 days. We propose this
name as the strongest 151 days line in this group is thought to be related to the
well known periodicity near l54 days seen mainly in the occurrence of high energy
solar flares at the maximum of the solar sunspot activity. It is interesting
to notice that this line is also observed in the minimum, but with a small
importance number and only in the radio time series.
In the minimum, the distribution of the line periods in the investigated time
window is much more uniform. There are 5 lines with periods shorter than 25 days but
only one belongs to magnetic lines. Within an accuracy of
all of
them were noted before in various time series (Hughes & Kesteven 1981;
Pap et al. 1990).
The lines with mean periods
and
are the most interesting. They belong
to the group of 9 lines which are observed in both phases of the solar cycle
investigated. Although in our data their importance numbers are not large,
they were recognised as the dominant periods in the SMM/ACRIM
total irradiance data for the years 1980-1988 (see Pap et al. 1990).
A very intriguing group of lines is formed by 4 lines (39, 43, 48, 58 days)
also observed in the minimum. All these lines are seen only in the time series
which were obtained from the radio data, except for one with period 58 days
also observed in the ISN data. Among them only the line at 39 days is also present
in the rising phase, although a small shift of its period is visible.
Coming to longer periods we see that most of them are present in both investigated
phase of the solar cycle. However, in the rising phase we observed more lines
and all of them are stronger than those in the minimum.
In the minimum, the strongest line in this group has period 75 days. However,
in the rising phase this line is more weaker. It is not clear if it
should be correlated with periods
73-78 days observed by some authors (Bai & Sturrock 1991;
Bai 1992a; Özgüç & Ataç 1994) mainly in flare
activity during the maximum of a solar cycle. We suppose that this line could be
important if it is a real harmonic of the best known line with period near 154 days.
It is important to notice
that all of them were mentioned before in various analyses
(Lean & Brueckner 1989; Pap et al. 1990; Bai & Sturrock
1991; Kile & Cliver 1991; Antalová 1999).
Many previous studies by a number of authors have resulted in a wide range of solar
periodicities, which are not easy to explain. This indicates that the problem of
solar periodicities is still open and more systematic efforts should be undertaken.
Here, we do not want to discuss all possible causes of the observed periods, but we
want to present a suggestion which may be of help in further investigations.
Recently Oliver et al. (1998) proposed that the periodic emergence of magnetic flux,
manifested as sunspots, triggers the near 158 day periodicity in high-energy solar flares.
As different magnetic features have different rates of rotation (Gilman 1974;
van Tend & Zwaan 1976; Erofeev 1999)
we think that a periodic emergence and a constant conversion of various magnetic
structures explain the origin of the observed lines and their transformation with
the phase of solar cycle 23.
The main arguments supporting this idea are as follows:
- 1.
- There is a clear difference between the lines obtained in the minimum and in
the rising phase. The lines characterictic for the minimum are probaly connected with
both the short-lived small-scale magnetic fields which originate fairly high in the
convective zone (Golub et al. 1981; Rivin 1999) and large-scale fields
structures like coronal holes, coronal neutral sheet, global neutral lines. All these
small and large scale magnetic fields dominate in the minimum phase of solar cycle
(Golub et al. 1981; Wang et al. 1996; Lantos 1999);
- 2.
- In the rising phase a new distinct rotational line at 26.0 days is seen. This period
is equal to the rotation rate of the active longitudes (zones) at 30
(where the new flux
appeared) determined from SOHO/MDI magnetograms by Benevolenskaya et al.
(1999).
They found in the northeren hemisphere the rotation rate 446.6
1.7 nHz and
444.8
1.6 nHz in the southern one, while our value for the whole Sun data is
444.4
4 nHz. Also the rotation rate of the equatorial zons equal 461.8 nHz from
SOHO observations is almost the same as the period 25
2 (459.5 nHz) seen in
our radio data (see Table 5);
- 3.
- The line at 151 days is in the rising phase very prominent. This period is
connected by Bogart (1982), Bai (1987) and
Oliver et al. (1998) with strong, long-lived active regions giving
most of the energetic solar events. This regions are generated by the
emergence within the "active longitudes" magnetic tubes formed in the
dynamo located at the base of the convection zone (Golub et al. 1981;
Benevolenskaya et al. 1999; Rivin 1999).
We also observe in the rising phase ISN periodogram periods such as
13
1or 23
8, which were linked with the "active longitudes" and active
centers in deep layers by Bai (1987).
Up: Periodicities in data observed
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