Decameter solar type 3 bursts: Data classification with use of cluster analysis

Physics

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Classifications, Cluster Analysis, Data Processing, Decametric Waves, Type 3 Bursts, Circular Polarization, Noise Storms, Solar Corona, Solar Physics, Solar Storms

Scientific paper

The many-parametric data on decametric type 3 bursts containing more than 1000 events were classified with use of cluster analysis, i.e., the pattern recognition procedure. For the classification such parameters have been used as intensity, duration and degree of circular polarization derived from burst time profiles. The automatic classification has resulted in division of daily samples of type 3 bursts into classes of bursts, more homogeneous statistically, which can be associated with different components of type 3 radiation distinguished by their physical origin. For the classes obtained, statistically reliable dependences of the mean intensity on source position can be found which allow one to conclude about the source structure and evolution, as well as about the characteristics defined by a burst generation mechanism and propagation effects.

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