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Machine Learning for Reconstruction of Polarity Inversion Lines from Solar Filaments 通过机器学习重建太阳光丝的极性反转线
IF 2.7 3区 物理与天体物理 Q2 ASTRONOMY & ASTROPHYSICS Pub Date : 2024-05-24 DOI: 10.1007/s11207-024-02324-9
Vaclovas Kisielius, Egor Illarionov

Solar filaments are well-known tracers of polarity inversion lines that separate two opposite magnetic polarities on the solar photosphere. Because observations of filaments began long before the systematic observations of solar magnetic fields, historical filament catalogs can facilitate the reconstruction of magnetic polarity maps at times when direct magnetic observations were not yet available. In practice, this reconstruction is often ambiguous and typically performed manually. We propose an automatic approach based on a machine-learning model that generates a variety of magnetic polarity maps consistent with filament observations. To evaluate the model and discuss the results, we use the catalog of solar filaments and polarity maps compiled by McIntosh. We realize that the process of manual compilation of polarity maps includes not only information on filaments, but also a large amount of prior information, which is difficult to formalize. To compensate for the lack of prior knowledge for the machine-learning model, we provide it with polarity information at several reference points. We demonstrate that this process, which can be considered as the user-guided reconstruction or superresolution, leads to polarity maps that are reasonably close to hand-drawn ones and additionally allows for uncertainty estimation.

太阳细丝是众所周知的极性反转线追踪器,它将太阳光球上两个相反的磁极分开。由于对太阳光丝的观测早于对太阳磁场的系统观测,因此在还没有直接磁场观测数据时,历史上的太阳光丝目录有助于重建磁极图。在实践中,这种重建往往是模棱两可的,而且通常是人工完成的。我们提出了一种基于机器学习模型的自动方法,可以生成与灯丝观测结果一致的各种磁极性图。为了评估模型和讨论结果,我们使用了麦金托什(McIntosh)编制的太阳细丝和极性图目录。我们意识到,手工编制极性图的过程不仅包括有关灯丝的信息,还包括大量先验信息,而这些先验信息很难形式化。为了弥补机器学习模型先验知识的不足,我们为其提供了多个参考点的极性信息。我们证明了这一过程(可视为用户引导的重建或超分辨率)所生成的极性图与手绘极性图相当接近,而且还能进行不确定性估计。
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引用次数: 0
A Study on Magnetic-Sensitivity Wavelength Position of the Working Line Used by the Full-Disk Magnetograph Onboard the Advanced Space Based Solar Observatory (ASO-S/FMG) 关于先进天基太阳观测站(ASO-S/FMG)搭载的全磁盘磁强计所使用的工作线的磁灵敏度波长位置的研究
IF 2.7 3区 物理与天体物理 Q2 ASTRONOMY & ASTROPHYSICS Pub Date : 2024-05-24 DOI: 10.1007/s11207-024-02311-0
S. Liu, J. T. Su, X. Y. Bai, Y. Y. Deng, J. Chen, Y. L. Song, X. F. Wang, H. Q. Xu, X. Yang, Shahid Idrees

Utilizing data from the Solar Magnetism and Activity Telescope (SMAT), analytical solutions of polarized radiative transfer equations, and in-orbit test data for the Full-disk Magnetograph (FMG) onboard the Advanced Space based Solar Observatory (ASO-S), this study reveals the magnetic-sensitivity spectral positions for the Fe i (lambda ) 5234.19 Å working line used by FMG. From the experimental data of SMAT, it is found that the most sensitive position is located at the line center for linear polarization (Stokes Q/U), while it is about −0.07 Å away from the line center for circular polarization (Stokes V). Moreover, both the theoretical analysis and the in-orbit test data analysis of FMG confirm the above results. Additionally, the theoretical analysis suggests the presence of distinct spectral pockets (centered at 0.08 – 0.15 Å) from the line, harboring intense magnetic sensitivity across all three Stokes parameters. Striking a balance between high sensitivity for both linear and circular polarization, while capturing additional valuable information, a spectral position of −0.08 Å emerges as the champion for routine FMG magnetic field observations.

本研究利用太阳磁性和活动望远镜(SMAT)的数据、偏振辐射传递方程的解析解以及先进天基太阳观测站(ASO-S)上的全盘磁力仪(FMG)的在轨测试数据,揭示了FMG使用的Fe i (lambda )5234.19 Å工作线的磁敏感光谱位置。从 SMAT 的实验数据中可以发现,在线性偏振(斯托克斯 Q/U)情况下,最灵敏的位置位于线中心,而在圆极化(斯托克斯 V)情况下,最灵敏的位置距离线中心约 -0.07 Å。此外,FMG 的理论分析和在轨测试数据分析都证实了上述结果。此外,理论分析表明,在所有三个斯托克斯参数中,从该线开始存在明显的光谱袋(以 0.08 - 0.15 Å 为中心),蕴藏着强烈的磁敏感性。为了在线性偏振和圆偏振的高灵敏度之间取得平衡,同时捕捉到更多有价值的信息,-0.08 Å 光谱位置成为常规 FMG 磁场观测的首选。
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引用次数: 0
A Diffraction Effect Investigation for the Solar Irradiance Absolute Radiometer on the Fengyun-3F Satellite 风云三号 F 卫星上太阳辐照度绝对辐射计的衍射效应研究
IF 2.7 3区 物理与天体物理 Q2 ASTRONOMY & ASTROPHYSICS Pub Date : 2024-05-24 DOI: 10.1007/s11207-024-02309-8
Hang Dong, Xiaolong Yi, Peng Zhang, Dongjun Yang, Yuchen Lin, Jin Qi, Wei Fang, Ruidong Jia, Jun Zhou, Xin Ye

The measurements of the Total Solar Irradiance (TSI) is a primary means to investigate solar activity and key measurement for understanding global climate change. The aperture diffraction is an error factor for the Solar Irradiance Absolute Radiometer (SIAR) on the Fengyun-3F (FY-3F) satellite. The diffraction effect correction factors can currently only be obtained by simulation, and they are obtained based on a series of approximate conditions that do not allow the accuracy of the diffraction correction results to be assessed. In this paper, we establish the diffraction effect measurement equipment based on the dark imaging technology and the theory of diffraction by Fraunhofer. The total light image and the aperture diffraction images of different angles were obtained by the CCD camera. The images were corrected by linearity, background, and continuity. Then, the diffraction effect curve of diffraction angle can be obtained. Finally, the diffraction correction factor of SIAR/FY-3F can be obtained by the accumulation of multiple apertures and combining the weighted integration of the solar spectrum. The results illustrated that the value of the diffraction correction factor of the SIAR aperture system on the FY-3F satellite is (2.85times 10^{-3}), and the uncertainty of diffraction effect experimental measurement is 4.62%, which reduces the measurement error of the diffraction effect on the total solar irradiance to (1.32times 10^{-4}). This result provides a technical basis for high-precision TSI measurement.

太阳总辐照度(TSI)测量是研究太阳活动的主要手段,也是了解全球气候变化的关键测量手段。孔径衍射是风云三号 FY-3F 卫星上太阳辐照度绝对辐射计(SIAR)的误差因子。衍射效应校正因子目前只能通过模拟得到,而且是基于一系列近似条件得到的,无法评估衍射校正结果的准确性。本文基于暗成像技术和弗劳恩霍夫的衍射理论,建立了衍射效应测量设备。通过 CCD 摄像机获得了不同角度的全光图像和孔径衍射图像。图像经过线性、背景和连续性校正。然后,可以得到衍射角的衍射效应曲线。最后,SIAR/FY-3F 的衍射校正因子可以通过多个孔径的累积和太阳光谱的加权积分得到。结果表明,FY-3F卫星上SIAR孔径系统的衍射校正因子值为(2.85倍 10^{-3}),衍射效应实验测量的不确定度为4.62%,这使得衍射效应对太阳总辐照度的测量误差减小到(1.32倍 10^{-4})。这一结果为高精度 TSI 测量提供了技术基础。
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引用次数: 0
The Catalog of Hvar Observatory Solar Observations 赫瓦尔天文台太阳观测数据目录
IF 2.7 3区 物理与天体物理 Q2 ASTRONOMY & ASTROPHYSICS Pub Date : 2024-05-21 DOI: 10.1007/s11207-024-02304-z
Mateja Dumbović, Luči Karbonini, Jaša Čalogović, Filip Matković, Karmen Martinić, Akshay Kumar Remeshan, Roman Brajša, Bojan Vršnak

We compile the catalog of Hvar Observatory (HVAR) solar observations in the time period corresponding to regular digitally stored chromospheric and photospheric observations 2010 – 2019. We make basic characterization of observed phenomena and compare them to catalogs that are based on full-disk solar images. We compile a catalog of observed active regions (ARs) consisting of 1100 entries, where each AR is classified according to McIntosh and Mt Wilson classifications. We find that HVAR observations are biased towards more frequently observing more complex ARs and observing them in longer time periods, likely related to the small field of view not encompassing the whole solar disk. In H(alpha ) observations, we catalog conspicuous filaments/prominences and flares. We characterize filaments according to their location, chirality (if possible), and eruptive signatures. Analysis of the eruptive filaments reveals a slight bias in the HVAR catalog towards observation of partial eruptions, possibly related to the observers’ tendency to observe filaments that already showed some activity. In the flare catalog we focus on their observed eruptive signatures (loops or ribbons) and their shape. In addition, we associate them to GOES soft X-ray flares to determine their corresponding class. We find that HVAR observations seem biased towards more frequently observing stronger flares and observing them in longer time periods. We demonstrate the feasibility of the catalog on a case study of the flare detected on 2 August 2011 in HVAR H(alpha ) observations and related Sun-to-Earth phenomena. Through flare–CME–ICME association we demonstrate the agreement of remote and in situ properties. The data used for this study, as well as the catalog, are made publicly available.

我们汇编了赫瓦尔天文台(HVAR)2010-2019年色球层和光球层常规数字存储观测数据对应时段的太阳观测数据目录。我们对观测到的现象进行了基本定性,并将其与基于全盘太阳图像的目录进行了比较。我们编制了一份观测到的活动区(AR)目录,其中包括 1100 个条目,每个活动区都根据麦金托什和威尔逊山分类法进行了分类。我们发现,HVAR观测偏向于更频繁地观测更复杂的AR,并且观测时间更长,这可能与小视场不能覆盖整个太阳盘有关。在H(alpha)观测中,我们对明显的细丝/主峰和耀斑进行了编目。我们根据它们的位置、手性(如果可能的话)和爆发特征来描述光丝。对喷发丝的分析表明,HVAR 星表中对部分喷发的观测略有偏差,这可能与观测者倾向于观测已经显示出一些活动的丝有关。在耀斑星表中,我们重点观测了它们的爆发特征(环状或带状)及其形状。此外,我们还将它们与 GOES 软 X 射线耀斑联系起来,以确定它们的相应类别。我们发现,HVAR 观测似乎偏向于更频繁地观测更强的耀斑,并且观测时间更长。我们通过对2011年8月2日在HVAR H(α )观测中探测到的耀斑以及相关的日地现象进行案例研究,证明了目录的可行性。通过耀斑-CME-ICME关联,我们证明了远程和现场属性的一致性。这项研究使用的数据以及目录都是公开的。
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引用次数: 0
Cloud Removal of Full-Disk Solar H(alpha ) Images Based on RPix2PixHD 基于 RPix2PixHD 的全盘太阳 H$alpha $ 图像的云雾去除
IF 2.7 3区 物理与天体物理 Q2 ASTRONOMY & ASTROPHYSICS Pub Date : 2024-05-17 DOI: 10.1007/s11207-024-02312-z
Ying Ma, Wei Song, Haoying Sun, Xiangchun Liu, Ganghua Lin

Clouds in the sky can significantly affect full-disk observations of the Sun. In cloud-covered full-disk H(alpha ) images, certain solar features become obscured, posing challenges for further solar research. Obtaining both cloud-covered and corresponding cloud-free images is often challenging, resulting in poor alignment of image pairs in the dataset, which adversely affects the performance of cloud removal models. We use RPix2PixHD, a novel network designed to translate cloud-covered images into cloud-free ones while mitigating the effects of misaligned data on the model. RPix2PixHD comprises two main components, Pix2PixHD and RegNet. Pix2PixHD includes a multiresolution generator and a multiscale discriminator. The generator takes cloud-covered images as input to produce cloud-free images. RegNet computes a deformation field using the generated cloud-free images and the ground truth cloud-free images. This deformation field is then used to resample the generated cloud-free images, resulting in registered images. The correction loss is calculated based on these registered images and utilized for training the generator, thereby enhancing the model’s cloud removal effectiveness. We conducted cloud removal experiments on full-disk H(alpha ) images obtained from the Huairou Solar Observing Station (HSOS). The experimental results demonstrate that RPix2PixHD effectively removes clouds from cloud-covered solar H(alpha ) images, successfully restoring solar feature details and outperforming comparative methods.

天空中的云层会严重影响对太阳的全圆盘观测。在云层覆盖的全圆盘 H(α) 图像中,某些太阳特征变得模糊不清,给进一步的太阳研究带来了挑战。同时获取有云图像和相应的无云图像往往具有挑战性,导致数据集中的图像对准不良,从而对云去除模型的性能产生不利影响。我们使用 RPix2PixHD,这是一种新型网络,旨在将有云图像转换为无云图像,同时减轻对齐不良数据对模型的影响。RPix2PixHD 包括两个主要组件:Pix2PixHD 和 RegNet。 Pix2PixHD 包括一个多分辨率生成器和一个多尺度判别器。生成器将云层覆盖的图像作为输入,生成无云图像。RegNet 使用生成的无云图像和地面真实无云图像计算变形场。然后利用该形变场对生成的无云图像进行重新采样,从而得到注册图像。根据这些注册图像计算校正损失,并用于训练生成器,从而提高模型的去云效果。我们在怀柔太阳观测站(HSOS)获得的全盘 H(alpha )图像上进行了去云实验。实验结果表明,RPix2PixHD能有效地去除云层覆盖的太阳H(α )图像中的云层,成功地恢复了太阳特征细节,性能优于其他方法。
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引用次数: 0
Rising of Two Crossing Prominences and the Resulting Oscillations 两个交叉原点的上升和由此产生的振荡
IF 2.7 3区 物理与天体物理 Q2 ASTRONOMY & ASTROPHYSICS Pub Date : 2024-05-16 DOI: 10.1007/s11207-024-02306-x
Hengyuan Wei, Zhenghua Huang, Qingmin Zhang, Ying Li, Hui Fu, Ming Xiong, Lidong Xia, Li Feng, Hui Li, Weiqun Gan

Prominences are important features in the solar atmosphere. Their activities often develop into solar eruptions, such as flares and/or coronal mass ejections. We report here on observations of activities of two crossing prominences and the resulting oscillations observed with the Advanced Space-based Solar Observatory (ASO-S) and the Solar Dynamics Observatory. We observed the two crossing prominences rising simultaneously with a speed of about 100 km s−1. The lower-lying prominence consists of threads that show increase of writhe during the rising process. We find evidence that the writhe of the lower-lying prominence is transferred into the overlying one. This transfer of writhe leads to a failure of the eruption of the lower-lying prominence and a shearing motion of the legs of the overlying prominence. The failed eruption of the lower-lying prominence also triggers kink oscillations of its threads, which show periods of about 300 s and amplitudes of less than 10 Mm. Such oscillations are considered to be intrinsic mode and can help to probe the magnetic field of the prominence. Our observations support the idea that the transfer and release of writhe play an important role in confining eruptions of a prominence, and interactions among prominences/filaments might be a crucial aspect of a solar eruption.

日珥是太阳大气中的重要特征。它们的活动经常演变成太阳爆发,如耀斑和/或日冕物质抛射。我们在此报告利用先进的天基太阳观测站(ASO-S)和太阳动力学观测站观测到的两个交叉突出的活动及其产生的振荡。我们观测到两个交叉的突出物同时以大约 100 公里/秒的速度上升。地势较低的突出物由螺纹组成,在上升过程中显示出蠕动的增加。我们发现有证据表明,下层突出物的卷曲转移到了上层突出物中。这种蠕动的转移导致下伏突出部喷发失败,上伏突出部的腿部发生剪切运动。下层突出物的喷发失败也会引发其螺纹的扭结振荡,振荡周期约为 300 秒,振幅小于 10 毫米。这种振荡被认为是本征模式,有助于探测突出部的磁场。我们的观测结果支持了这样一种观点,即蠕变的传递和释放在限制突出爆发方面起着重要作用,突出/细丝之间的相互作用可能是太阳爆发的一个关键方面。
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引用次数: 0
Coronal Signatures of Flare Generated Fast-Mode Wave at EUV and Radio Wavelengths 耀斑产生的快模波在极紫外波长和无线电波波长上的日冕特征
IF 2.7 3区 物理与天体物理 Q2 ASTRONOMY & ASTROPHYSICS Pub Date : 2024-05-16 DOI: 10.1007/s11207-024-02293-z
V. Vasanth

This paper presents a detailed study of the type II solar radio burst that occurred on 06 March 2014 using combined data analysis. It is a classical radio event consisting of type III radio burst and a following type II radio burst in the dynamic spectrum. The type II radio burst is observed between 235 – 130 MHz (120 – 60 MHz) in harmonic (fundamental) bands with the life time of 5 minutes between 09:26 – 09:31 UT. The estimated speed of type II burst by applying two-fold Saito model is ∼ 650 km s−1. An extreme ultraviolet (EUV) wave is observed with Atmospheric Imaging Assembly (AIA) onboard the Solar Dynamics Observatory (SDO). The very close temporal onset association of the EUV wave and flare energy release indicates that the EUV wave is likely produced by a flare pressure pulse. The eruption is also accompanied by a weak coronal mass ejection (CME) observed with the coronagraphs onboard the Solar and Heliospheric Observatory (SOHO) and the twin Solar Terrestrial Relations Observatory (STEREO). The plane of sky speed of the CME was ∼ 252 km s−1 in the SOHO/LASCO-C2 and ∼ 280 km s−1 in the STEREO-B/SECCHI-COR1 images. The EUV wave has two wave fronts, one expanding radially outward and the other one moving along the flare loop arcade. The source position of the type II burst imaged by the Nançay Radio Heliograph (NRH) shows that it was associated with the outward moving EUV wave. The CME is independent of the shock wave as confirmed by the location of NRH radio sources below the CME’s leading edge. Therefore the type II radio burst is probably ignited by the flare. This study shows the possibility of EUV wave and coronal shock triggered by flare pressure pulse, generating the observed type II radio burst.

本文利用综合数据分析对 2014 年 3 月 6 日发生的 II 型太阳射电暴进行了详细研究。这是一个经典的射电事件,由动态频谱中的III型射电暴和后一个II型射电暴组成。II 型射电暴在 235 - 130 MHz(120 - 60 MHz)之间的谐波(基波)波段被观测到,生命时间为 5 分钟,发生在世界标准时间 09:26 - 09:31 之间。根据两倍斋藤模型,估计 II 型爆发的速度为 ∼ 650 km s-1。太阳动力学天文台(SDO)上的大气成像组件(AIA)观测到了极紫外波。极紫外波与耀斑能量释放在时间上非常接近,这表明极紫外波很可能是由耀斑压力脉冲产生的。太阳和日光层天文台(SOHO)以及日地关系天文台(STEREO)上的日冕仪也观测到了伴随这次爆发的微弱日冕物质抛射(CME)。在 SOHO/LASCO-C2 和 STEREO-B/SECCHI-COR1 图像中,CME 的天面速度分别为 252 km s-1 和 280 km s-1。超紫外波有两个波锋,一个向外径向扩展,另一个沿耀斑环弧移动。由 Nançay 射电日像仪(NRH)拍摄的 II 型爆发的源位置显示,它与向外移动的超紫外波有关。NRH射电源位于CME前缘下方,这证实了CME与冲击波无关。因此,II型射电暴很可能是由耀斑点燃的。这项研究显示了耀斑压力脉冲引发的超紫外波和日冕冲击产生观测到的II型射电暴的可能性。
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引用次数: 0
Correction to: Global-Mode Analysis of Full-Disk Data from the Michelson Doppler Imager and the Helioseismic and Magnetic Imager 更正:迈克尔逊多普勒成像仪和太阳地震与磁场成像仪全盘数据的全球模式分析
IF 2.7 3区 物理与天体物理 Q2 ASTRONOMY & ASTROPHYSICS Pub Date : 2024-05-13 DOI: 10.1007/s11207-024-02259-1
Timothy P. Larson, Jesper Schou
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引用次数: 0
Correction to: Improved Helioseismic Analysis of Medium-(ell ) Data from the Michelson Doppler Imager Correction to:来自迈克尔逊多普勒成像仪的中$/ell $数据的改进日震分析
IF 2.7 3区 物理与天体物理 Q2 ASTRONOMY & ASTROPHYSICS Pub Date : 2024-05-13 DOI: 10.1007/s11207-024-02258-2
Timothy P. Larson, Jesper Schou
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引用次数: 0
The Coronal Flattening Index at the 20 April 2023 Total Solar Eclipse and the Prediction of Solar Cycle 25 2023 年 4 月 20 日日全食时的日冕扁平化指数与太阳周期 25 的预测
IF 2.7 3区 物理与天体物理 Q2 ASTRONOMY & ASTROPHYSICS Pub Date : 2024-05-09 DOI: 10.1007/s11207-024-02307-w
Ayu D. Pangestu, Aditya A. Yusuf, Hendra A. Prastyo, Muhammad Rayhan, Johan Muhamad, Tiar Dani, Muhamad Z. Nurzaman, Rasdewita Kesumaningrum, Santi Sulistiani, Nanang Widodo, Alfiah R. D. Putri, Deni O. Lestari, Hakim L. Malasan

The Ludendorff coronal flattening index is a quantitative parameter to analyze the global structure and shape of the corona. This index plays a crucial role in identifying solar magnetic activity and estimating the phase of the solar cycle. We observed a total solar eclipse on 20 April 2023 in Timor-Leste and obtained a Ludendorff coronal flattening index of (0.109pm 0.025) by analyzing isophotes in white-light coronal images. Based on the composite image of the corona, streamers and plumes were observed extending in various directions across the solar disk, indicating that the Sun was in the ascending phase of its cycle. To establish the relationship between the coronal flattening index and the solar cycle phase, historical total solar eclipse data (1893 – 2013) were analyzed, focusing on smoothed sunspot numbers and flattening indices during the ascending phase. Two datasets, designated as “full” and “conservative”, were constructed considering temporal constraints relative to solar maxima and minima. The coronal morphology observed during the 20 April 2023 total solar eclipse corresponded to a premaximum phase, with values of (0.673pm 0.172) and (0.613pm 0.171) for the full and conservative datasets, respectively. We also developed a multilinear correlation and polynomial regression of second order models to predict the peak amplitude of the current solar cycle using both datasets. The full dataset predicted a peak on 3 December 2024 with amplitudes of (173pm 23) and (163pm 21) for the respective models. Conversely, the conservative dataset predicted a peak on 30 May 2025 with amplitudes of (180pm 24) and (180pm 25) for the respective models. These findings suggest that Solar Cycle 25 will likely be stronger than Solar Cycle 24.

鲁登道夫日冕扁平化指数是分析日冕全球结构和形状的定量参数。该指数在识别太阳磁活动和估计太阳周期阶段方面发挥着重要作用。我们观测了 2023 年 4 月 20 日在东帝汶发生的日全食,并通过分析白光日冕图像中的等光点获得了 Ludendorff 日冕扁平指数(0.109pm 0.025)。根据日冕的合成图像,观测到流线和羽状物向太阳圆盘的不同方向延伸,表明太阳正处于其周期的上升阶段。为了确定日冕扁平化指数与太阳周期阶段之间的关系,我们分析了历史日全食数据(1893 - 2013 年),重点是上升阶段的平滑太阳黑子数和扁平化指数。考虑到相对于太阳最大值和最小值的时间限制,构建了 "完整 "和 "保守 "两个数据集。在 2023 年 4 月 20 日日全食期间观测到的日冕形态对应于前极大阶段,完整和保守数据集的值分别为(0.673pm 0.172)和(0.613pm 0.171)。我们还建立了一个多线性相关和多项式回归的二阶模型,利用这两个数据集预测当前太阳周期的峰值振幅。完整数据集预测峰值出现在2024年12月3日,各模型的振幅分别为(173pm 23)和(163pm 21)。相反,保守数据集预测峰值出现在2025年5月30日,各模型的振幅分别为(180/pm 24)和(180/pm 25)。这些结果表明,太阳周期25很可能比太阳周期24更强。
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引用次数: 0
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Solar Physics
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