Predictions of SEP events by means of a linear filter and layer-recurrent neural network
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985530%3A_____%2F11%3A00365304" target="_blank" >RIV/67985530:_____/11:00365304 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1016/j.actaastro.2011.06.003" target="_blank" >http://dx.doi.org/10.1016/j.actaastro.2011.06.003</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1016/j.actaastro.2011.06.003" target="_blank" >10.1016/j.actaastro.2011.06.003</a>
Alternative languages
Result language
angličtina
Original language name
Predictions of SEP events by means of a linear filter and layer-recurrent neural network
Original language 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.
Czech name
—
Czech description
—
Classification
Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP classification
DE - Earth magnetism, geodesy, geography
OECD FORD branch
—
Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>Z - Vyzkumny zamer (s odkazem do CEZ)
Others
Publication year
2011
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
Acta Astronautica
ISSN
0094-5765
e-ISSN
—
Volume of the periodical
69
Issue of the periodical within the volume
9
Country of publishing house
GB - UNITED KINGDOM
Number of pages
9
Pages from-to
758-766
UT code for WoS article
000295069600002
EID of the result in the Scopus database
—