Separating aaindex into Solar and Hale Cycle Related Components Using Principal Component Analysis 

Jouni Takalo Submitted: 20210331 01:39
We decompose the monthly aaindex of cycles 1023 using principal component analysis (PCA). We show that the first component (PC1) is related to solar cycle, and accounts for 41.5 % of the variance of the data. The second component (PC2) is related to 22year Hale cycle, and explains 23.6% of the variance of the data. The PC1 time series of aa cycles 1023 has only one peak in its power
spectrum at the period 10.95 years, which is the average solar cycle period for the interval SC10SC23. The PC2 time series of the same cycles has a clear peak at period 21.90 (Hale cycle) and a smaller peak at 3/4 of that period.
We also study the principal component of sunspot numbers (SSN) for cycles 1023, and compare mutual behavior of the PC2 components of aaindex and SSN PCA analyses. We note that they are in the same phase in all other cycles than Solar Cycles 15 and 20. The aa cycle 20 also differs from other even aa cycles in its shape, especially in anomalously high peaks during its descending
phase. Even though there is a coherence in the PC2 time series phases of aaindex and sunspot number, this effect is too small to cause all of the difference of the shape of even and odd aa cycles. We estimate that 30% of the shape of the PC2 component of aaindex is due to sunspot number and the rest to other recurrent events in Sun/solarwind. The first maximum of aadata (typical to
odd cycles), during sunspot maximum, has been shown to be related to coronal mass ejections (CME), while the second maximum (typical to even cycles) in the declining phase of cycle, is probably related to highspeed streams (HSS). The last events increase the activity level such that the minimum between evenodd cyclepair is always higher than the minimum between succeeding oddeven cycle pair.
Authors: Jouni J. Takalo
Projects: None

Publication Status: Accepted to Solar Physics
Last Modified: 20210331 13:21




Key

 Go to main EPrint page. 
 Download Preprint. 
 Submitters Homepage. 
 Edit Entry. 
 Delete abstract. 


