Astrostatistics.org and Flemish Astronomical Society, Genk, Belgium .
Big Data. 2016 Jun;4(2):89-96. doi: 10.1089/big.2015.0055. Epub 2016 May 31.
Sunspots, colder areas that are visible as dark spots on the surface of the Sun, have been observed for centuries. Their number varies with a period of ∼11 years, a phenomenon closely related to the solar activity cycle. Recently, observation records dating back to 1749 have been reassessed, resulting in the release of a time series of sunspot numbers covering 266 years of observations. This series is analyzed using circular analysis to determine the periodicity of the occurrence of solar maxima. The circular analysis is combined with spiral graphs to provide a single visualization, simultaneously showing the periodicity of the series, the degree to which individual cycle lengths deviate from the average period, and differences in levels reached during the different maxima. This type of visualization of cyclic time series with varying cycle lengths in which significant events occur periodically is broadly applicable. It is aimed particularly at science communication, education, and public outreach.
太阳黑子是太阳表面可见的较暗区域,人们已经观测到它们有数百年的历史了。它们的数量随约 11 年的周期而变化,这种现象与太阳活动周期密切相关。最近,对可追溯到 1749 年的观测记录进行了重新评估,发布了一个涵盖 266 年观测的太阳黑子数时间序列。该序列使用循环分析进行分析,以确定太阳极大值发生的周期性。循环分析与螺旋图相结合,提供了一个单一的可视化,同时显示了序列的周期性、个别周期长度偏离平均周期的程度,以及在不同极大值期间达到的水平差异。这种对具有周期性显著事件的循环时间序列的可视化广泛适用于科学传播、教育和公共推广。