SOLAR FLARE PREDICTION USING SDO /HMI VECTOR MAGNETIC FIELD DATA WITH A MACHINE-LEARNING ALGORITHM

We attempt to forecast M- and X-class solar flares using a machine-learning algorithm, called support vector machine (SVM), and four years of data from the Solar Dynamics Observatory's Helioseismic and Magnetic Imager, the first instrument to continuously map the full-disk photospheric vector m...

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Vydané v:	The Astrophysical journal Ročník 798; číslo 2; s. 135 - 11
Hlavní autori:	Bobra, M. G., Couvidat, S.
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	United States 10.01.2015
Predmet:	ALGORITHMS ASTROPHYSICS, COSMOLOGY AND ASTRONOMY Construction MAGNETIC FIELDS Mathematical analysis METRICS PHOTOSPHERE SOLAR FLARES Solar observatories SPACE SUN Support vector machines Vectors (mathematics)
ISSN:	1538-4357, 0004-637X, 1538-4357
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