Analysis of the Solar magnetograms evolution using a spectral gap of critical nets

I. S. Knyazeva, N. G. Makarenko, I. Makarenko, A. Vdovina, F. A. Urtiev

Результат исследований: Публикации в книгах, отчётах, сборниках, трудах конференцийстатья в сборнике материалов конференциинаучнаярецензирование

3 Цитирования (Scopus)

Аннотация

Analyzing the dynamics of the photospheric magnetic field of the Sun is one of the most important problems in Solar Physics. Different estimates of the complexity of magnetograms of the Sun Active Regions (AR) are used to predict the time and the strength of the solar flares, but the quality of the forecasts are still insufficient. A magnetogram is a highly variable discrete image with a very large number of local extrema. We use an idea of extraction of stable critical points within a framework of the scale-space theory. Two sequential convolutions of the image with the same Gaussian kernel and calculating the difference between the produced images allow to get a stable estimation of the Laplacian of the image. A critical graph is constructed using maxima and minima of the Laplacian. Dynamics of critical graphs can be used for diagnostics of dynamical regimes of ARs. The so-called spectral gap is proposed to be used as a numerical descriptor. This is the difference between the two largest eigenvalues of the discrete Laplacian of the graph constructed on critical networks. We investigated several ARs and found that there was a sudden increase in the spectral gap values one or two days before the flares.

Язык оригиналаАнглийский
Название основной публикации5TH INTERNATIONAL CONFERENCE ON MATHEMATICAL MODELING IN PHYSICAL SCIENCES (IC-MSQUARE 2016)
РедакторыEC Vagenas, DS Vlachos
ИздательIOP Publishing Ltd.
Число страниц7
DOI
СостояниеОпубликовано - 2016
Событие5th International Conference on Mathematical Modeling in Physical Sciences (IC-MSquare) - Athens, Греция
Продолжительность: 22 мая 201625 мая 2016

Серия публикаций

НазваниеJournal of Physics Conference Series
ИздательIOP PUBLISHING LTD
Том738
ISSN (печатное издание)1742-6588

конференция

конференция5th International Conference on Mathematical Modeling in Physical Sciences (IC-MSquare)
СтранаГреция
ГородAthens
Период22/05/1625/05/16

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