Prediction of even and odd sunspot cycles

IF 3.4 2区 物理与天体物理 Q2 ASTRONOMY & ASTROPHYSICS
Timo Asikainen, Jani Mantere
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Abstract

Here we study the prediction of even and odd numbered sunspot cycles separately, thereby taking into account the Hale cyclicity of solar magnetism. We first show that the temporal evolution and shape of all sunspot cycles are extremely well described by a simple parameterized mathematical expression. We find that the parameters describing even sunspot cycles can be predicted quite accurately using the sunspot number 41 months prior to sunspot minimum as a precursor. We find that the parameters of the odd cycles can be best predicted with maximum geomagnetic aa index close to fall equinox within a 3-year window preceding the sunspot minimum. We use the found precursors to predict all previous sunspot cycles and evaluate the performance with a cross-validation methodology, which indicates that each past cycle is very accurately predicted. For the coming sunspot cycle 25 we predict an amplitude of 171 ± 23 and the end of the cycle in September 2029 ±1.9 years. We are also able to make a rough prediction for cycle 26 based on the predicted cycle 25. While the uncertainty for the cycle amplitude is large we estimate that the cycle 26 will most likely be stronger than cycle 25. These results suggest an increasing trend in solar activity for the next decades.
预测太阳黑子的奇偶周期
在这里,我们分别研究了偶数和奇数太阳黑子周期的预测,从而考虑了太阳磁性的Hale周期性。我们首先证明,所有太阳黑子周期的时间演变和形状都可以用一个简单的参数化数学表达式很好地描述。我们发现,使用太阳黑子极小期前41个月的太阳黑子数作为前兆,可以非常准确地预测描述甚至太阳黑子周期的参数。我们发现,在太阳黑子最小值之前的3年窗口内,当最大地磁aa指数接近秋分时,可以最好地预测奇数周期的参数。我们使用发现的前兆来预测所有以前的太阳黑子周期,并使用交叉验证方法评估其性能,这表明过去的每个周期都得到了非常准确的预测。对于即将到来的太阳黑子周期25,我们预测振幅为171±23,周期结束于2029±1.9年9月。我们还能够基于预测的周期25对周期26进行粗略预测。虽然周期幅度的不确定性很大,但我们估计周期26很可能比周期25更强。这些结果表明,未来几十年太阳活动将呈上升趋势。
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来源期刊
Journal of Space Weather and Space Climate
Journal of Space Weather and Space Climate ASTRONOMY & ASTROPHYSICS-GEOCHEMISTRY & GEOPHYSICS
CiteScore
6.90
自引率
6.10%
发文量
40
审稿时长
8 weeks
期刊介绍: The Journal of Space Weather and Space Climate (SWSC) is an international multi-disciplinary and interdisciplinary peer-reviewed open access journal which publishes papers on all aspects of space weather and space climate from a broad range of scientific and technical fields including solar physics, space plasma physics, aeronomy, planetology, radio science, geophysics, biology, medicine, astronautics, aeronautics, electrical engineering, meteorology, climatology, mathematics, economy, informatics.
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