Iterative construction of the optimal sunspot number series [SSA]

http://arxiv.org/abs/2211.03332


The relative number of sunspots represents the longest evidence describing the level of solar activity. As such, its use goes beyond solar physics, e.g. towards climate research. The construction of a single representative series is a delicate task which involves a combination of observation of many observers. We propose a new iterative algorithm that allows to construct a target series of relative sunspot number of a hypothetical stable observer by optimally combining series obtained by many observers. We show that our methodology provides us with results that are comparable with recent reconstructions of both sunspot number and group number. Furthermore, the methodology accounts for the possible non-solar changes of observers’ time series such as gradually changing observing conditions or slow change in the observers vision. It also provides us with reconstruction uncertainties. We apply the methodology to a limited sample of observations by \v{C}ESLOPOL network and discuss its properties and limitations.

Read this paper on arXiv…

M. Švanda, M. Pavelková, J. Dvořák, et. al.
Tue, 8 Nov 22
15/79

Comments: 32 pages, 19 figures, accepted for publication in Solar Physics