About: Predictions of SEP events by means of a linear filter and layer-recurrent neural network

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	Solar energetic particle (SEP) modelling has gained great interest in the community, specifically in connection with the safety of crews and the protection of technological systems of spacecraft situated outside the shielding of Earth's magnetosphere. Two models for the prediction of SEP events are presented in this paper. The models are based on a linear filter and on a special type of dynamic artificial neural network known as the layer-recurrent neural network. In this work they use as input the following parameters: the X-ray flare class for flares originating close to the centre of the solar disk; observed type II or IV radio bursts; and of the position angle, width, and linear speed of observed full or partial halo CMEs. Solar energetic particle (SEP) modelling has gained great interest in the community, specifically in connection with the safety of crews and the protection of technological systems of spacecraft situated outside the shielding of Earth's magnetosphere. Two models for the prediction of SEP events are presented in this paper. The models are based on a linear filter and on a special type of dynamic artificial neural network known as the layer-recurrent neural network. In this work they use as input the following parameters: the X-ray flare class for flares originating close to the centre of the solar disk; observed type II or IV radio bursts; and of the position angle, width, and linear speed of observed full or partial halo CMEs. (en)
Title	Predictions of SEP events by means of a linear filter and layer-recurrent neural network Predictions of SEP events by means of a linear filter and layer-recurrent neural network (en)
skos:prefLabel	Predictions of SEP events by means of a linear filter and layer-recurrent neural network Predictions of SEP events by means of a linear filter and layer-recurrent neural network (en)
skos:notation	RIV/67985530:_____/11:00365304!RIV12-AV0-67985530
http://linked.open...avai/riv/aktivita	P Z
http://linked.open...avai/riv/aktivity	P(IAA300120608), P(OC09070), Z(AV0Z30120515)
http://linked.open...iv/cisloPeriodika	9-10
http://linked.open...vai/riv/dodaniDat	2012
http://linked.open...aciTvurceVysledku	Hejda, Pavel Bochníček, Josef
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Geofyzikální ústav AV ČR, v. v. i.
http://linked.open...dnocenehoVysledku	222749
http://linked.open...ai/riv/idVysledku	RIV/67985530:_____/11:00365304
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	coronal mass ejection; X-ray flare; solar energetic particles; artificial neural network (en)
http://linked.open.../riv/klicoveSlovo	X-ray flare coronal mass ejection solar energetic particles artificial neural network
http://linked.open...odStatuVydavatele	GB - Spojené království Velké Británie a Severního Irska
http://linked.open...ontrolniKodProRIV	[CEA9B8A444D5]
http://linked.open...i/riv/nazevZdroje	Acta Astronautica
http://linked.open...in/vavai/riv/obor	DE
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	4 (xsd:int)
http://linked.open...vavai/riv/projekt	Long-term and short-term variations of the geomagnetic field: data acquisition, analyses and forecasts Space weather variability and short-term forecasts of geomagnetic activity
http://linked.open...UplatneniVysledku	2011
http://linked.open...v/svazekPeriodika	69
http://linked.open...iv/tvurceVysledku	Hejda, Pavel Bochníček, Josef Revallo, M. Valach, F.
http://linked.open...ain/vavai/riv/wos	000295069600002
http://linked.open...n/vavai/riv/zamer	Study of the internal structure and dynamics of the Earth
issn	0094-5765
number of pages	9 (xsd:int)
http://bibframe.org/vocab/doi	10.1016/j.actaastro.2011.06.003

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