Lomnický štít天文台中子监测器42年宇宙射线测量的分析

IF 3.3 3区 地球科学 Q2 ASTRONOMY & ASTROPHYSICS Earth and Space Science Pub Date : 2025-01-04 DOI:10.1029/2024EA003656
Imre Kisvárdai, Filip Štempel, Lukáš Randuška, Šimon Mackovjak, Ronald Langer, Igor Strhárský, Ján Kubančák
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引用次数: 0

摘要

空间天气指数与宇宙射线通量之间的相互关系和物理联系已经得到了广泛的研究。我们的研究集中在斯洛伐克Lomnický štít天文台中子监测仪观测到的太阳射电通量、地磁场活动和宇宙射线通量之间的关系。我们处理了原始中子监测数据,生成了第一个可公开访问的42年数据集。从1981年12月到2023年7月,整理的连续数据以。csv格式以小时分辨率提供,从2001年1月到2023年7月以分钟分辨率提供(SAS实验物理研究所,2024,https://doi.org/10.5281/zenodo.10790915)。通过识别数据集中不同的事件来完成处理后数据的验证。作为案例研究事件选择的一部分,我们报告了数据中可见的TGE-s的发现。应用Pearson方法进行统计分析,量化了数据集的线性相关性。此外,还计算了预测能力评分,以揭示潜在的非线性关系。我们的研究结果表明,宇宙射线和太阳射电通量之间存在显著的反相关,相关系数为- 0.74,与地磁场强度呈正相关。我们还发现中子监测仪的测量结果与应用于地磁场强度数据的7-21小时的延迟有较好的相关性。这些数据集之间的相关性在仅检查极端太阳事件周期时得到进一步改善。最后,计算出的中子通量在地磁场强度背景下的预测能力得分为0.22,这为基于宇宙射线测量开发实时地磁风暴预测模型提供了令人兴奋的可能性。
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Analysis of 42 Years of Cosmic Ray Measurements by the Neutron Monitor at Lomnický štít Observatory

The correlation and physical interconnection between space weather indices and cosmic ray flux has been well-established with extensive literature on the topic. Our investigation is centered on the relationships among the solar radio flux, geomagnetic field activity, and cosmic ray flux, as observed by the Neutron Monitor at the Lomnický štít Observatory in Slovakia. We processed the raw neutron monitor data, generating the first publicly accessible data set spanning 42 years. The curated continuous data are available in.csv format in hourly resolution from December 1981 to July 2023 and in minute resolution from January 2001 to July 2023 (Institute of Experimental Physics SAS, 2024, https://doi.org/10.5281/zenodo.10790915). Validation of this processed data was accomplished by identifying distinctive events within the data set. As part of the selection of events for case studies, we report the discovery of TGE-s visible in the data. Applying the Pearson method for statistical analysis, we quantified the linear correlation of the data sets. Additionally, a prediction power score was computed to reveal potential non-linear relationships. Our findings demonstrate a significant anti-correlation between cosmic ray and solar radio flux with a correlation coefficient of −0.74, coupled with a positive correlation concerning geomagnetic field strength. We also found that the neutron monitor measurements correlate better with a delay of 7–21 hr applied to the geomagnetic field strength data. The correlation between these data sets is further improved when inspecting periods of extreme solar events only. Lastly, the computed prediction power score of 0.22 for neutron flux in the context of geomagnetic field strength presents exciting possibilities for developing real-time geomagnetic storm prediction models based on cosmic ray measurements.

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来源期刊
Earth and Space Science
Earth and Space Science Earth and Planetary Sciences-General Earth and Planetary Sciences
CiteScore
5.50
自引率
3.20%
发文量
285
审稿时长
19 weeks
期刊介绍: Marking AGU’s second new open access journal in the last 12 months, Earth and Space Science is the only journal that reflects the expansive range of science represented by AGU’s 62,000 members, including all of the Earth, planetary, and space sciences, and related fields in environmental science, geoengineering, space engineering, and biogeochemistry.
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