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126 Results Found

  • Article
  • Open Access
1 Citations
2,967 Views
22 Pages

15 January 2021

Strong flares and coronal mass ejections (CMEs), launched from δ-sunspots, are the most catastrophic energy-releasing events in the solar system. The formations of δ-sunspots and relevant polarity inversion lines (PILs) are crucial for th...

  • Article
  • Open Access
4 Citations
2,022 Views
19 Pages

SIPNet & SAHI: Multiscale Sunspot Extraction for High-Resolution Full Solar Images

  • Dongxin Fan,
  • Yunfei Yang,
  • Song Feng,
  • Wei Dai,
  • Bo Liang and
  • Jianping Xiong

19 December 2023

Photospheric magnetic fields are manifested as sunspots, which cover various sizes over high-resolution, full-disk, solar continuum images. This paper proposes a novel deep learning method named SIPNet, which is designed to extract and segment multis...

  • Article
  • Open Access
1 Citations
878 Views
19 Pages

15 August 2025

Whether there is a correlation between sunspots and an impact on insects has long been a subject of debate. As a worldwide pest, the cotton bollworm can feed on a variety of plants and cause great harm to agriculture. Clarifying the pattern of sunspo...

  • Article
  • Open Access
1,128 Views
14 Pages

14 September 2024

A scientific method that proposes a value Y to estimate a target value ρ is often subject to some level of uncertainty. In the Bayesian framework, the level of uncertainty can be measured by the width of the 68% interval, which is the range of th...

  • Article
  • Open Access
4 Citations
2,050 Views
17 Pages

To improve the predictive accuracy of sunspot numbers, a hybrid model was built to forecast future sunspot numbers. In this paper, we present a prediction model based on complete ensemble empirical mode decomposition with adaptive noise (CEEMDAN), ga...

  • Article
  • Open Access
2 Citations
1,815 Views
19 Pages

Revealing Coupled Periodicities in Sunspot Time Series Using Bispectrum—An Inverse Problem

  • Styliani Tassiopoulou,
  • Georgia Koukiou and
  • Vassilis Anastassopoulos

5 February 2024

Sunspot daily time series have been available for almost two centuries providing vast and complicated information about the behavior of our star and especially the interaction of the motion of the planets and other possible interstellar phenomena and...

  • Article
  • Open Access
2,457 Views
27 Pages

Harmonizing Sunspot Datasets Consistency: Focusing on SOHO/MDI and SDO/HMI Data

  • Barbara Góra-Gálik,
  • Emese Forgács-Dajka and
  • Istvan Ballai

To ensure the long-term consistency of sunspot group data, it is essential to harmonize measurements from SOHO/MDI and SDO/HMI, two major solar observatories with overlapping coverage. In our analysis, we use two complementary sets of data: SOHO/MDI&...

  • Article
  • Open Access
9 Citations
3,696 Views
15 Pages

Sunspot Detection Using YOLOv5 in Spectroheliograph H-Alpha Images

  • José Santos,
  • Nuno Peixinho,
  • Teresa Barata,
  • Carlos Pereira,
  • A. Paulo Coimbra,
  • Manuel M. Crisóstomo and
  • Mateus Mendes

9 May 2023

Solar activity has been subject to increasingly more research in the last decades. Its influence on life on Earth is now better understood. Solar winds impact the earth’s magnetic field and atmosphere. They can disrupt satellite communication a...

  • Article
  • Open Access
5 Citations
2,364 Views
16 Pages

Prediction of Sunspot Number with Hybrid Model Based on 1D-CNN, BiLSTM and Multi-Head Attention Mechanism

  • Huirong Chen,
  • Song Liu,
  • Ximing Yang,
  • Xinggang Zhang,
  • Jianzhong Yang and
  • Shaofen Fan

Sunspots have a significant impact on human activities. In this study, we aimed to improve solar activity prediction accuracy. To predict the sunspot number based on different aspects, such as extracted features and relationships among data, we devel...

  • Feature Paper
  • Article
  • Open Access
2 Citations
2,542 Views
17 Pages

13 March 2022

We identify large sunspot nestlets (SN) mostly containing recurrent sunspot groups and investigate the indices of solar activity defined as the 11- or 22-year moving average of the daily areas of the SN. These nestlets, 667 in total, are constructed...

  • Article
  • Open Access
1,034 Views
14 Pages

26 September 2024

Runoff prediction is of great importance to water utilization and water-project regulation. Although sun activity has been considered an important factor in runoff, little modeling has been constructed. This study put forward a forecast heuristic com...

  • Article
  • Open Access
6 Citations
2,494 Views
12 Pages

The North–South Asymmetry of Sunspot Relative Numbers Based on Complex Network Technique

  • Hengyu Xu,
  • Yu Fei,
  • Chun Li,
  • Jiajuan Liang,
  • Xinan Tian and
  • Zhongjie Wan

22 November 2021

Solar magnetic activity exhibits a complex nonlinear behavior, but its dynamic process has not been fully understood. As the complex network technique can better capture the dynamics of nonlinear system, the visibility graphs (VG), the horizontal vis...

  • Article
  • Open Access
2 Citations
2,608 Views
13 Pages

13 September 2021

Based on the daily sunspot number (SN) data (1954–2011) from the Purple Mountain Observatory, the extreme value theory (EVT) is employed for the research of the long-term solar activity. It is the first time that the EVT is applied on the Chinese SN....

  • Proceeding Paper
  • Open Access
1,620 Views
7 Pages

This paper presents a study of the comparison of the southwest monsoon rainfall (SWMR) over two East Coastal States of India with the sunspot number (SSN) of the solar cycle, when the SSN is 50% or more of the maximum SSN of any cycle, during 1880&nd...

  • Article
  • Open Access
344 Views
14 Pages

Characteristics of the Solar Differential Rotation and Activity During Solar Cycle No. 24

  • Ivana Poljančić Beljan,
  • Luka Šibenik,
  • Klaudija Lončarić,
  • Tomislav Jurkić,
  • Rajka Jurdana-Šepić,
  • Werner Pötzi,
  • Damir Hržina,
  • Roman Brajša,
  • Astrid M. Veronig and
  • Arnold Hanslmeier

3 December 2025

An analysis of the solar differential rotation (DR) during solar cycle No. 24 (SC24) (2009–2019), based on the Kanzelhöhe Observatory for Solar and Environmental Research (KSO) data set, is presented. The white-light images were processed...

  • Article
  • Open Access
4 Citations
2,230 Views
13 Pages

26 August 2022

The Second Songhua River Basin is located at the northern edge of the East Asian monsoon region in China. The river basin has a large interannual rainfall-runoff variation often associated with frequent droughts and floods. Therefore, the mid-long-te...

  • Article
  • Open Access
1,282 Views
25 Pages

26 September 2025

Galileo and the telescope revolutionized the concept of the Sun. The discovery of its rotation was possible due to the continuous observation of the sunspots. The faculae and the maculae with umbra and penumbra became accessible daily to new instrume...

  • Technical Note
  • Open Access
18 Citations
8,188 Views
12 Pages

Centennial Total Solar Irradiance Variation

  • Steven Dewitte,
  • Jan Cornelis and
  • Mustapha Meftah

22 February 2022

Total Solar Irradiance (TSI) quantifies the solar energy received by the Earth and therefore is of direct relevance for a possible solar influence on climate change on Earth. We analyse the TSI space measurements from 1991 to 2021, and we derive a re...

  • Article
  • Open Access
28 Citations
4,839 Views
23 Pages

8 September 2020

Forest ecosystems in Europe undergo cyclic fluctuations with alternating periods of forest prosperity and disturbances. Forest disturbances are caused by large-scale calamities (climate-induced and unforeseen events) resulting in an increased volume...

  • Article
  • Open Access
12 Citations
3,608 Views
26 Pages

28 June 2021

In this study, the results from the analysis of annual ring widths (‘Dm’) time series of two “very sensitive” to the climate and solar–climate relationships of long lived European beech (Fagus sylvatica) samples (on age of 209 ± 1 and 245 ± 5 years c...

  • Article
  • Open Access
15 Citations
3,278 Views
20 Pages

1 November 2021

With the aggravation of the ocean–atmosphere cycle anomaly, understanding the potential teleconnections between climate indices and drought/flood conditions can help us know natural hazards more comprehensively to better cope with them. This study ai...

  • Proceeding Paper
  • Open Access
1 Citations
1,494 Views
7 Pages

During the last few decades, a prominent example of extreme weather events in the Indian Ocean region has been cyclonic storms. In this paper, annual variations of different categories of tropical cyclonic storms over the Bay of Bengal (BOB) and Arab...

  • Article
  • Open Access
3 Citations
1,332 Views
17 Pages

Slow Body MHD Waves in Inhomogeneous Photospheric Waveguides

  • Istvan Ballai,
  • Fisal Asiri,
  • Viktor Fedun,
  • Gary Verth,
  • Emese Forgács-Dajka and
  • Abdulrahman B. Albidah

21 August 2024

The present study deals with the investigation of the oscillatory morphology of guided slow body MHD modes in inhomogeneous magnetic waveguides that appear in the solar photospheric plasmas in the forms of pores or sunspots. The eigenvalues and eigen...

  • Article
  • Open Access
10 Citations
2,721 Views
17 Pages

Variability of River Runoff in Poland and Its Connection to Solar Variability

  • Dariusz Wrzesiński,
  • Leszek Sobkowiak,
  • Ileana Mares,
  • Venera Dobrica and
  • Constantin Mares

22 July 2023

The aim of this research was to determine relationships between solar activity and variability of discharges of three Central European rivers: the Vistula, Odra and Warta in Poland in the multi-annual period of 1901–2020. Changes in precipitati...

  • Article
  • Open Access
1 Citations
3,034 Views
23 Pages

Optimal Time Series Forecasting Through the GARMA Model

  • Adel Hassan A. Gadhi,
  • Shelton Peiris,
  • David E. Allen and
  • Richard Hunt

This paper examines the use of machine learning methods in modeling and forecasting time series with long memory through GARMA. By employing rigorous model selection criteria through simulation study, we find that the hybrid GARMA-LSTM model outperfo...

  • Article
  • Open Access
22 Citations
5,828 Views
21 Pages

Tree Rings of European Beech (Fagus sylvatica L.) Indicate the Relationship with Solar Cycles during Climate Change in Central and Southern Europe

  • Václav Šimůnek,
  • Zdeněk Vacek,
  • Stanislav Vacek,
  • Francesco Ripullone,
  • Vojtěch Hájek and
  • Giuseppe D’Andrea

24 February 2021

The impact of solar cycles on forest stands, while important in the development of the forest environment during climate change, has not yet been sufficiently researched. This work evaluates the radial growth of European beech (Fagus sylvatica L.) in...

  • Article
  • Open Access
16 Citations
2,651 Views
30 Pages

On Cohesive Fuzzy Sets, Operations and Properties with Applications in Electromagnetic Signals and Solar Activities

  • Xingsi Xue,
  • Mahima Poonia,
  • Ghaida Muttashar Abdulsahib,
  • Rakesh Kumar Bajaj,
  • Osamah Ibrahim Khalaf,
  • Himanshu Dhumras and
  • Varun Shukla

25 February 2023

In the present communication, a new concept of a cohesive fuzzy set (CHFS) has been proposed as a synchronized generalization of complex fuzzy sets and hesitant fuzzy sets in a systematic way. The novelty of the introduced notion lies in the selectio...

  • Article
  • Open Access
9 Citations
4,825 Views
22 Pages

Evidence for a Causal Relationship between the Solar Cycle and Locust Abundance

  • Robert A. Cheke,
  • Stephen Young,
  • Xia Wang,
  • Jamie A. Tratalos,
  • Sanyi Tang and
  • Keith Cressman

31 December 2020

Time series of abundance indices for Desert Locusts Schistocerca gregaria (Forskål 1775) and Oriental Migratory Locusts Locusta migratoriamanilensis (Meyen 1835) were analysed independently and in relation to measures of solar activity and ocea...

  • Article
  • Open Access
10 Citations
2,887 Views
17 Pages

13 February 2023

In this paper, the Sun and its behavior are studied by means of complex networks. The complex network was built using the Visibility Graph algorithm. This method maps time series into graphs in which every element of the time series is considered as...

  • Article
  • Open Access
9 Citations
2,994 Views
11 Pages

30 October 2020

We investigated the relations between the monthly average values of the critical frequency (f0F2) and the physical properties of the coronal mass ejections (CMEs), then we examined the seasonal variation of f0F2 values as an impact of the several CME...

  • Article
  • Open Access
8 Citations
3,926 Views
21 Pages

10 March 2021

Detection of the temporal reversibility of a given process is an interesting time series analysis scheme that enables the useful characterisation of processes and offers an insight into the underlying processes generating the time series. Reversibili...

  • Article
  • Open Access
8 Citations
2,817 Views
20 Pages

18 October 2021

Profiling the hydrological response of watershed precipitation and streamflow to large-scale circulation patterns and astronomical factors provides novel information into the scientific management and prediction of regional water resources. Possible...

  • Article
  • Open Access
10 Citations
6,973 Views
12 Pages

15 February 2020

Observations show that the Sun, which is the primary source of energy for the Earth’s climate system, is a variable star. In order to understand the influence of solar variability on the Earth’s climate, knowledge of solar variability and solar–terre...

  • Review
  • Open Access
41 Citations
6,858 Views
22 Pages

1 February 2019

Characterizing and modeling processes at the sun and space plasma in our solar system are difficult because the underlying physics is often complex, nonlinear, and not well understood. The drivers of a system are often nonlinearly correlated with one...

  • Article
  • Open Access
1,614 Views
9 Pages

The purpose of this paper is to design tools that quantify the structure of the nonsymmetrical component of the solar magnetic field. With the Fourier transform and the machine learning identification of recurrent objects, we define the 27-day compon...

  • Article
  • Open Access
8 Citations
4,487 Views
18 Pages

16 September 2021

Considering the growing volumes and varieties of ionosphere data, it is expected that automation of analytical model building using modern technologies could lead to more accurate results. In this work, machine learning techniques are applied to iono...

  • Article
  • Open Access
5 Citations
1,843 Views
9 Pages

17 November 2022

There were 51 superactive regions (SARs) during solar cycles (SCs) 21–24. We divided the SARs into SARs1, which produced extreme space weather events including ≥X5.0 flares, ground level events (GLEs), and super geomagnetic storms (SGSs, Dst...

  • Article
  • Open Access
479 Views
25 Pages

Observations of the Formation of a Proto-Spot in a Pre-Existing Field Environment

  • Mariarita Murabito,
  • Ilaria Ermolli,
  • Salvo L. Guglielmino,
  • Paolo Romano and
  • Fabrizio Giorgi

22 March 2025

Bipolar emerging flux regions (EFRs) form active regions (ARs) that generally evolve into a pre-existing magnetic environment in the solar atmosphere. Reconfiguration of the small- and large-scale magnetic connectivities is invoked to explain a pleth...

  • Article
  • Open Access
679 Views
15 Pages

1 September 2025

To address limitations such as short forecast periods, data collection challenges, insufficient understanding of physical mechanisms, and single-scale constraints, forecasting factors and their characteristics were analyzed across astronomical, globa...

  • Communication
  • Open Access
13 Citations
4,703 Views
9 Pages

Evidence for Solar Modulation on the Millennial-Scale Climate Change of Earth

  • Xinhua Zhao,
  • Willie Soon and
  • Victor M. Velasco Herrera

18 September 2020

In this study, we use available reconstructed data to investigate periodicities of solar activity (i.e., sunspot number) and the Earth’s climate change (temperatures of Lake Qinghai in China and Vostok in Antarctica, the GISP δ18O climate...

  • Article
  • Open Access
3 Citations
3,535 Views
40 Pages

(1) Introduction: The subject of the present study concerns the analysis of the existence and long time evolution of the solar ~200 yr (de Vries/Suess) and ~2400 yr (Hallstadt) cycles during the recent part of the Wurm ice epoch and the Holocene, as...

  • Article
  • Open Access
1 Citations
1,153 Views
16 Pages

22 May 2024

The Gegenbauer autoregressive moving-average (GARMA) model is pivotal for addressing non-additivity, non-normality, and heteroscedasticity in real-world time-series data. While primarily recognized for its efficacy in various domains, including the h...

  • Article
  • Open Access
558 Views
18 Pages

Relationship Between Recurrent Magnetic Flux Rope and Moving Magnetic Features

  • Yin Zhang,
  • Jihong Liu,
  • Quan Wang,
  • Suo Liu,
  • Jing Huang,
  • Jie Chen and
  • Baolin Tan

Large-scale magnetic flux ropes (MFRs) usually become visible during an eruption and are the core structures of coronal mass ejections, but the nature of MFRs is still a mystery. Here, we identify a large transequatorial MFR that spans across NOAA 13...

  • Article
  • Open Access
3 Citations
2,945 Views
8 Pages

Scaling Properties and Persistence of Long-Term Solar Activity

  • Fabio Lepreti,
  • Vincenzo Carbone and
  • Antonio Vecchio

The long-range correlations associated with the presence of persistence are investigated by applying the detrended fluctuation analysis (DFA) on three different proxies of long-term solar activity. The considered datasets are a sunspot number reconst...

  • Article
  • Open Access
1 Citations
2,963 Views
24 Pages

The Interconnection between Climate Cycles and Geohazards in Urban Areas of the Tourist Island of Mallorca, Spain

  • Juan A. Luque-Espinar,
  • Rosa M. Mateos,
  • Roberto Sarro,
  • Cristina Reyes-Carmona and
  • Mónica Martínez-Corbella

7 June 2024

The island of Mallorca has experienced major interventions and transformations of the territory, with unprecedented urban development related to growing tourism activity. In this paper, we present a spatio-temporal analysis—by using spectral an...

  • Article
  • Open Access
11 Citations
3,232 Views
16 Pages

Historical environmental evidence has been characterized by time accuracy, high spatial resolution and rich information, which may be widely used in the reconstruction of historical data series. Taking the upper reaches of the Weihe River as an examp...

  • Article
  • Open Access
4 Citations
1,648 Views
17 Pages

Complexity and Nonlinear Dependence of Ionospheric Electron Content and Doppler Frequency Shifts in Propagating HF Radio Signals within Equatorial Regions

  • Aderonke Akerele,
  • Babatunde Rabiu,
  • Samuel Ogunjo,
  • Daniel Okoh,
  • Anton Kascheyev,
  • Bruno Nava,
  • Olawale Bolaji,
  • Ibiyinka Fuwape,
  • Elijah Oyeyemi and
  • Olumide Ajani
  • + 1 author

The abundance of ions within the ionosphere makes it an important region for both long range and satellite communication systems. However, characterizing the complexity in the ionosphere within the equatorial region of Abuja, with geographic coordina...

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