Pub Date : 2024-05-01DOI: 10.1007/s11207-024-02259-1
Tim Larson, Jesper Schou
{"title":"Correction to: Global-Mode Analysis of Full-Disk Data from the Michelson Doppler Imager and the Helioseismic and Magnetic Imager","authors":"Tim Larson, Jesper Schou","doi":"10.1007/s11207-024-02259-1","DOIUrl":"https://doi.org/10.1007/s11207-024-02259-1","url":null,"abstract":"","PeriodicalId":777,"journal":{"name":"Solar Physics","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141028045","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-05-01DOI: 10.1007/s11207-024-02324-9
V. Kisielius, E. Illarionov
{"title":"Machine Learning for Reconstruction of Polarity Inversion Lines from Solar Filaments","authors":"V. Kisielius, E. Illarionov","doi":"10.1007/s11207-024-02324-9","DOIUrl":"https://doi.org/10.1007/s11207-024-02324-9","url":null,"abstract":"","PeriodicalId":777,"journal":{"name":"Solar Physics","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141131314","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-05-01DOI: 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. Xu, X. Yang, Shahid Idrees
{"title":"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)","authors":"S. Liu, J. T. Su, X. Y. Bai, Y. Y. Deng, J. Chen, Y. L. Song, X. F. Wang, H. Xu, X. Yang, Shahid Idrees","doi":"10.1007/s11207-024-02311-0","DOIUrl":"https://doi.org/10.1007/s11207-024-02311-0","url":null,"abstract":"","PeriodicalId":777,"journal":{"name":"Solar Physics","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141140653","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-05-01DOI: 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
{"title":"A Diffraction Effect Investigation for the Solar Irradiance Absolute Radiometer on the Fengyun-3F Satellite","authors":"Hang Dong, Xiaolong Yi, Peng Zhang, Dongjun Yang, Yuchen Lin, Jin Qi, Wei Fang, Ruidong Jia, Jun Zhou, Xin Ye","doi":"10.1007/s11207-024-02309-8","DOIUrl":"https://doi.org/10.1007/s11207-024-02309-8","url":null,"abstract":"","PeriodicalId":777,"journal":{"name":"Solar Physics","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141143681","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-30DOI: 10.1007/s11207-024-02303-0
Mariano Poisson, Marcelo López Fuentes, Cristina H. Mandrini, Pascal Démoulin, Francisco Grings
Active regions (ARs) appear in the solar atmosphere as a consequence of the emergence of magnetic-flux ropes (FR). In this study, we use Bayesian methods to analyze line-of-sight magnetograms of emerging ARs. We employ a FR model consisting of a half-torus field structure based on eight parameters. The goal is to derive constrained physical parameters of the originating FR that are consistent with the observations. Specifically, we aim to obtain a precise estimation of the AR tilt angle and magnetic twist at different stages of the emergence process. To achieve this, we propose four temporal methods that correlate the field-parameter evolutions with a single coherent FR. These methods differ from each other in the size of the explored parameter space. We test the methods on four bipolar ARs observed with the Michelson Doppler Imager on board the Solar and Heliospheric Observatory. We find that tilt angles are typically consistent between the temporal methods, improving previous estimations at all stages of the emergence. The twist sign derived from the temporal methods is consistent with previous estimations. The standard errors of all the methods used are similar, indicating that they model the observations equally well. These results indicate that the proposed methods can be used to obtain global magnetic parameters of ARs during their early evolution. The derived parameters contribute to a better understanding of the formation of FRs, and the role of ARs in the magnetic recycling process along the solar cycle.
太阳大气中出现活动区(ARs)是磁通量绳(FRs)出现的结果。在这项研究中,我们使用贝叶斯方法来分析正在出现的活动区的视线磁图。我们采用的磁流绳模型由基于八个参数的半三弦场结构组成。我们的目标是推导出与观测结果相一致的起源 FR 的受约束物理参数。具体来说,我们的目标是在出现过程的不同阶段获得对 AR 倾斜角和磁扭曲的精确估计。为此,我们提出了四种时间方法,将场参数演变与单个相干 FR 相关联。这些方法在探索的参数空间大小上互不相同。我们用太阳和日光层天文台上的迈克尔逊多普勒成像仪观测到的四个双极 AR 对这些方法进行了测试。我们发现,时间方法之间的倾斜角通常是一致的,在出现的各个阶段都改进了之前的估计。根据时间方法得出的扭转符号与之前的估计一致。所有方法的标准误差都很接近,表明它们对观测结果的建模效果相当好。这些结果表明,所提出的方法可用于获取 ARs 早期演化过程中的全局磁参数。得出的参数有助于更好地理解FRs的形成,以及ARs在太阳周期磁循环过程中的作用。
{"title":"Modeling Global Magnetic-Flux Emergence in Bipolar Solar-Active Regions","authors":"Mariano Poisson, Marcelo López Fuentes, Cristina H. Mandrini, Pascal Démoulin, Francisco Grings","doi":"10.1007/s11207-024-02303-0","DOIUrl":"https://doi.org/10.1007/s11207-024-02303-0","url":null,"abstract":"<p>Active regions (ARs) appear in the solar atmosphere as a consequence of the emergence of magnetic-flux ropes (FR). In this study, we use Bayesian methods to analyze line-of-sight magnetograms of emerging ARs. We employ a FR model consisting of a half-torus field structure based on eight parameters. The goal is to derive constrained physical parameters of the originating FR that are consistent with the observations. Specifically, we aim to obtain a precise estimation of the AR tilt angle and magnetic twist at different stages of the emergence process. To achieve this, we propose four temporal methods that correlate the field-parameter evolutions with a single coherent FR. These methods differ from each other in the size of the explored parameter space. We test the methods on four bipolar ARs observed with the <i>Michelson Doppler Imager</i> on board the <i>Solar and Heliospheric Observatory.</i> We find that tilt angles are typically consistent between the temporal methods, improving previous estimations at all stages of the emergence. The twist sign derived from the temporal methods is consistent with previous estimations. The standard errors of all the methods used are similar, indicating that they model the observations equally well. These results indicate that the proposed methods can be used to obtain global magnetic parameters of ARs during their early evolution. The derived parameters contribute to a better understanding of the formation of FRs, and the role of ARs in the magnetic recycling process along the solar cycle.</p>","PeriodicalId":777,"journal":{"name":"Solar Physics","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2024-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140839137","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-26DOI: 10.1007/s11207-024-02302-1
Anton Reva, Ivan Loboda, Sergey Bogachev, Alexey Kirichenko
The association of coronal mass ejections (CMEs) with flares is related to the question of whether reconnection is necessary for the CME eruption. Indeed, if reconnection happens during a CME eruption, the plasma is heated, which can be observed as a flare. In this work, we study the CME-flare association using data obtained with the Mg xii spectroheliograph on board the Complex Orbital Observations Near-Earth of Activity on the Sun (CORONAS-F) satellite. This instrument is sensitive only to the emission of plasma with a temperature greater than 4 MK, which makes it a convenient tool for detection of flaring activity. During our analysis, we first searched for CMEs detected during the Mg xii observations by the Large Angle and Spectroscopic Coronagraph (LASCO). Then, we visually checked the Mg xii images for flaring activity. We found that during the Mg xii observations (2001 – 2003), 198 CMEs were detected by LASCO. One hundred sixty of them (81%) are associated with flares seen in the Mg xii images. The strength of flares associated with narrow CMEs – jet-like ejecta – is uniformly distributed in the A – C GOES class range. The speed of narrow CMEs does not depend on the flare strength. For normal CMEs (motion of both magnetic field and plasma), the flare strength varies from A to X class with a peak of the distribution at the C level. The median speed and the kinetic energy of normal CMEs weakly depend on flare strength for weak flares (below C) and strongly for strong ones (M and X). Our results suggest that at solar maximum reconnection occurs during most CMEs. For strong flares (M and X), the reconnection is a dominant acceleration mechanism. For weak flares (C and below), other mechanisms start to play a bigger role.
日冕物质抛射(CMEs)与耀斑的联系与CME爆发是否需要重新连接的问题有关。事实上,如果在CME爆发过程中发生了重联,等离子体就会被加热,从而可以观测到耀斑。在这项工作中,我们利用 "太阳活动近地复杂轨道观测"(CORONAS-F)卫星上的 Mg xii 分光日像仪获得的数据研究了 CME 与耀斑的关联。该仪器只对温度大于 4 MK 的等离子体的发射敏感,这使其成为探测耀斑活动的便捷工具。在分析过程中,我们首先搜索了大角度和分光日冕仪(LASCO)在观测 Mg xii 期间探测到的 CME。然后,我们目测了 Mg xii 图像中的耀斑活动。我们发现,在 Mg xii 观测期间(2001-2003 年),LASCO 共探测到 198 个 CMEs。其中 160 个(81%)与 Mg xii 图像中看到的耀斑有关。与窄 CMEs(喷射状喷出物)有关的耀斑的强度均匀分布在 A - C GOES 等级范围内。窄 CME 的速度与耀斑强度无关。对于正常的 CME(磁场和等离子体都在运动),耀斑强度从 A 级到 X 级不等,在 C 级有一个分布峰值。对于弱耀斑(C 级以下),正常 CME 的中值速度和动能与耀斑强度的关系较弱,而对于强耀斑(M 级和 X 级),与耀斑强度的关系较强。我们的结果表明,在太阳最大值时,大多数 CME 都会发生重联。对于强耀斑(M 和 X),重联是一种主要的加速机制。对于弱耀斑(C 和以下),其他机制开始发挥更大的作用。
{"title":"CME-Flare Association and the Role of Reconnection in CME Acceleration","authors":"Anton Reva, Ivan Loboda, Sergey Bogachev, Alexey Kirichenko","doi":"10.1007/s11207-024-02302-1","DOIUrl":"https://doi.org/10.1007/s11207-024-02302-1","url":null,"abstract":"<p>The association of coronal mass ejections (CMEs) with flares is related to the question of whether reconnection is necessary for the CME eruption. Indeed, if reconnection happens during a CME eruption, the plasma is heated, which can be observed as a flare. In this work, we study the CME-flare association using data obtained with the Mg <span>xii</span> spectroheliograph on board the <i>Complex Orbital Observations Near-Earth of Activity on the Sun</i> (CORONAS-F) satellite. This instrument is sensitive only to the emission of plasma with a temperature greater than 4 MK, which makes it a convenient tool for detection of flaring activity. During our analysis, we first searched for CMEs detected during the Mg <span>xii</span> observations by the <i>Large Angle and Spectroscopic Coronagraph</i> (LASCO). Then, we visually checked the Mg <span>xii</span> images for flaring activity. We found that during the Mg <span>xii</span> observations (2001 – 2003), 198 CMEs were detected by LASCO. One hundred sixty of them (81%) are associated with flares seen in the Mg <span>xii</span> images. The strength of flares associated with narrow CMEs – jet-like ejecta – is uniformly distributed in the A – C GOES class range. The speed of narrow CMEs does not depend on the flare strength. For normal CMEs (motion of both magnetic field and plasma), the flare strength varies from A to X class with a peak of the distribution at the C level. The median speed and the kinetic energy of normal CMEs weakly depend on flare strength for weak flares (below C) and strongly for strong ones (M and X). Our results suggest that at solar maximum reconnection occurs during most CMEs. For strong flares (M and X), the reconnection is a dominant acceleration mechanism. For weak flares (C and below), other mechanisms start to play a bigger role.</p>","PeriodicalId":777,"journal":{"name":"Solar Physics","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2024-04-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140801706","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Observations have shown that the chromosphere networks are rich in features with density higher than the ambient atmosphere. To investigate the effect of horizontal density-inhomogeneity on spicules, here we carry out two-dimensional magnetohydrodynamic (MHD) simulations based on the shock scenario. In a gravitationally stratified solar atmosphere, we insert a vertical preexisting density structure (PeDS) that has higher density than the ambient regions, and then we drive a spicule by a velocity pulse at the bottom of the chromosphere. We find a horizontal flow of 2 km s−1 caused by a rarefaction wave that may have a certain material supplement effect for the spicules and a V-shaped shock front in the chromosphere. An interesting feature found in our experiment is that the existence of PeDS leads to the formation of multiple threads in spicules. Their formation results from the larger density, lower transition region, and higher speeds of magnetoacoustic waves in the PeDS than at its outer boundaries. Parameter studies show that multiple threads of a spicule can be more pronounced in cases with wider velocity pulses and a larger internal/external density ratio in the PeDS. Our study shows that the horizontal density-inhomogeneity in the solar atmosphere is an important factor that is responsible for the complexity of a spicule.
观测结果表明,色球层网络富含密度高于环境大气的特征。为了研究水平密度不均匀性对尖晶石的影响,我们在这里进行了基于冲击情景的二维磁流体动力学(MHD)模拟。在重力分层的太阳大气层中,我们插入了一个密度高于环境区域的垂直预存密度结构(PeDS),然后在色球底部用速度脉冲驱动一个星体。我们发现了由稀释波引起的 2 km s-1 的水平流,该稀释波可能对尖晶体有一定的物质补充作用,并在色球层中发现了一个 V 形冲击波前沿。我们在实验中发现的一个有趣特征是,PeDS 的存在会导致在尖晶石中形成多条螺纹。它们的形成是由于 PeDS 的密度更大、过渡区更低以及磁声波的速度比其外部边界更高。参数研究表明,在速度脉冲较宽、PeDS 的内部/外部密度比较大的情况下,尖晶体的多螺纹会更加明显。我们的研究表明,太阳大气中的水平密度不均匀性是造成棘球复杂性的一个重要因素。
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Pub Date : 2024-04-19DOI: 10.1007/s11207-024-02298-8
Marcelo López Fuentes, Mariano Poisson, Cristina H. Mandrini
We analyze the magnetic evolution of solar active region (AR) NOAA 11476 that, between May 9 and 10, 2012, produced a series of surge-type eruptions accompanied by GOES X-ray class-M flares. Using force-free models of the AR coronal structure and observations at several wavelengths, in previous works we studied the detailed evolution of those eruptions, relating them to the characteristic magnetic topology of the AR and reconstructing the involved reconnection scheme. We found that the eruptions were due to the ejection of minifilaments, which were recurrently ejected and reformed at the polarity-inversion line of a bipole that emerged in the middle of the positive main AR magnetic polarity. The bipole was observed to rotate for several tens of hours before the events. In this article we analyze, for the full AR and the rotating bipole, the evolution of a series of magnetic parameters computed using the Helioseismic and Magnetic Imager (HMI) vector magnetograms. We combine this analysis with estimations of the injection of magnetic energy and helicity obtained using the Differential Affine Velocity Estimator for Vector Magnetograms (DAVE4VM) method that determines, from vector magnetograms, the affine velocity field constrained by the induction equation. From our results, we conclude that the bipole rotation was the main driver that provided the magnetic energy and helicity involved in the minifilament destabilizations and ejections. The results also suggest that the observed rotation is probably due to the emergence of a kinked magnetic flux rope with negative writhe helicity.
我们分析了太阳活动区(AR)NOAA 11476 的磁场演变,该活动区在 2012 年 5 月 9 日至 10 日期间产生了一系列伴随 GOES X 射线 M 级耀斑的激波型爆发。在之前的工作中,我们利用AR日冕结构的无力模型和多个波长的观测数据,研究了这些爆发的详细演变过程,将它们与AR的特征磁拓扑结构联系起来,并重建了相关的重联方案。我们发现,喷发是由于微型细丝的喷射造成的,这些微型细丝在双极的极性反转线处反复喷射和重组,该双极出现在正的主AR磁极中间。在事件发生之前,我们观测到双极旋转了几十个小时。在这篇文章中,我们分析了利用日震和磁成像仪(HMI)矢量磁图计算出的整个AR和旋转双极的一系列磁参数的演变。我们将这一分析与利用矢量磁图的差分仿射速度估算器(DAVE4VM)方法获得的磁能注入和螺旋度估算结合起来,该方法通过矢量磁图确定受感应方程约束的仿射速度场。根据我们的研究结果,我们得出结论:双极旋转是提供磁能和螺旋度的主要驱动力,它参与了小丝的脱稳和喷射。结果还表明,观测到的旋转可能是由于出现了具有负卷绕螺旋度的扭结磁通绳。
{"title":"Magnetic Evolution of an Active Region Producing Successive Flares and Confined Eruptions","authors":"Marcelo López Fuentes, Mariano Poisson, Cristina H. Mandrini","doi":"10.1007/s11207-024-02298-8","DOIUrl":"https://doi.org/10.1007/s11207-024-02298-8","url":null,"abstract":"<p>We analyze the magnetic evolution of solar active region (AR) NOAA 11476 that, between May 9 and 10, 2012, produced a series of surge-type eruptions accompanied by GOES X-ray class-M flares. Using force-free models of the AR coronal structure and observations at several wavelengths, in previous works we studied the detailed evolution of those eruptions, relating them to the characteristic magnetic topology of the AR and reconstructing the involved reconnection scheme. We found that the eruptions were due to the ejection of minifilaments, which were recurrently ejected and reformed at the polarity-inversion line of a bipole that emerged in the middle of the positive main AR magnetic polarity. The bipole was observed to rotate for several tens of hours before the events. In this article we analyze, for the full AR and the rotating bipole, the evolution of a series of magnetic parameters computed using the Helioseismic and Magnetic Imager (HMI) vector magnetograms. We combine this analysis with estimations of the injection of magnetic energy and helicity obtained using the Differential Affine Velocity Estimator for Vector Magnetograms (DAVE4VM) method that determines, from vector magnetograms, the affine velocity field constrained by the induction equation. From our results, we conclude that the bipole rotation was the main driver that provided the magnetic energy and helicity involved in the minifilament destabilizations and ejections. The results also suggest that the observed rotation is probably due to the emergence of a kinked magnetic flux rope with negative writhe helicity.</p>","PeriodicalId":777,"journal":{"name":"Solar Physics","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2024-04-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140629231","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-19DOI: 10.1007/s11207-024-02296-w
Y. H. Wang, S. W. Feng, Q. F. Du, Y. Q. Zhong, J. Wang, J. Y. Chen, X. Yang, Y. Zhou
Solar radio bursts are intense radio radiation sources that occur during the energy-release process and represent a hot topic in solar-physics and space-weather research. In this paper, we present a multimode prediction model for daily solar radio bursts. The model uses deep learning and machine learning to obtain data information from different dimensions and to establish the relationship between the characteristics of the solar active region on the solar surface and solar radio bursts. For this model, we use data from the Solar and Heliospheric Observatory (SOHO)/Michelson Doppler Imager (MDI) total solar magnetic map, the Royal Observatory of Belgium World Data Centre in Brussels, and NOAA sunspot parameters (including number, area, and type of sunspots) as inputs. The output results are then compared with the list of solar radio bursts recorded by the Radio Solar Telescope Network (RSTN) to determine whether solar radio bursts are present and to determine the key parameters for determining radio bursts. Based on 5449 days of observational data, we find that the prediction accuracy of the model is 0.898 ± 0.011, and that the number of sunspots is a key parameter in determining the occurrence of solar radio bursts. Specifically, when the number of sunspots is greater than 15, the probability of occurrence of solar radio bursts is greater than 90%. We have identified the key parameters and thresholds for determining solar radio bursts and highlighted the key parameters for space-weather prediction. In addition, the prediction model can also be used for predicting in other fields.
{"title":"Solar Radio Burst Prediction Based on a Multimodal Model","authors":"Y. H. Wang, S. W. Feng, Q. F. Du, Y. Q. Zhong, J. Wang, J. Y. Chen, X. Yang, Y. Zhou","doi":"10.1007/s11207-024-02296-w","DOIUrl":"https://doi.org/10.1007/s11207-024-02296-w","url":null,"abstract":"<p>Solar radio bursts are intense radio radiation sources that occur during the energy-release process and represent a hot topic in solar-physics and space-weather research. In this paper, we present a multimode prediction model for daily solar radio bursts. The model uses deep learning and machine learning to obtain data information from different dimensions and to establish the relationship between the characteristics of the solar active region on the solar surface and solar radio bursts. For this model, we use data from the <i>Solar and Heliospheric Observatory</i> (SOHO)/<i>Michelson Doppler Imager</i> (MDI) total solar magnetic map, the Royal Observatory of Belgium World Data Centre in Brussels, and NOAA sunspot parameters (including number, area, and type of sunspots) as inputs. The output results are then compared with the list of solar radio bursts recorded by the <i>Radio Solar Telescope Network</i> (RSTN) to determine whether solar radio bursts are present and to determine the key parameters for determining radio bursts. Based on 5449 days of observational data, we find that the prediction accuracy of the model is 0.898 ± 0.011, and that the number of sunspots is a key parameter in determining the occurrence of solar radio bursts. Specifically, when the number of sunspots is greater than 15, the probability of occurrence of solar radio bursts is greater than 90%. We have identified the key parameters and thresholds for determining solar radio bursts and highlighted the key parameters for space-weather prediction. In addition, the prediction model can also be used for predicting in other fields.</p>","PeriodicalId":777,"journal":{"name":"Solar Physics","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2024-04-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140624227","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}