Solar energetic particle events: Phenomenology and prediction

被引:14
|
作者
Gabriel, SB [1 ]
Patrick, GJ [1 ]
机构
[1] Univ Southampton, Astronaut Res Grp, Southampton SO9 5NH, Hants, England
关键词
intermittancy; neural networks; prediction; protons; SOC; solar energetic particles; PROTON EVENTS; FLARE MYTH; MODEL;
D O I
10.1023/A:1025599000778
中图分类号
P1 [天文学];
学科分类号
0704 ;
摘要
Solar energetic particle events can cause major disruptions to the operation of spacecraft in earth orbit and outside the earth's magnetosphere and have to be considered for EVA and other manned activities. They may also have an effect on radiation doses received by the crew flying in high altitude aircraft over the polar regions. The occurrence of these events has been assumed to be random, but there would appear to be some solar cycle dependency with a higher annual fluence occuring during a 7 year period, 2 years before and 4 years after the year of solar maximum. Little has been done to try to predict these events in real-time with nearly all of the work concentrating on statistical modelling. Currently our understanding of the causes of these events is not good. But what are the prospects for prediction? Can artificial intelligence techniques be used to predict them in the absence of a more complete understanding of the physics involved? The paper examines the phenomenology of the events, briefly reviews the results of neural network prediction techniques and discusses the conjecture that the underlying physical processes might be related to self-organised criticality and turblent MHD flows.
引用
收藏
页码:55 / 62
页数:8
相关论文
共 50 条
  • [1] Solar Energetic Particle Events: Phenomenology and Prediction
    S.B. Gabriel
    G.J. Patrick
    Space Science Reviews, 2003, 107 : 55 - 62
  • [2] Review of Solar Energetic Particle Prediction Models
    Whitman, Kathryn
    Egeland, Ricky
    Richardson, Ian G.
    Allison, Clayton
    Quinn, Philip
    Barzilla, Janet
    Kitiashvili, Irina
    Sadykov, Viacheslav
    Bain, Hazel M.
    Dierckxsens, Mark
    Mays, M. Leila
    Tadesse, Tilaye
    Lee, Kerry T.
    Semones, Edward
    Luhmann, Janet G.
    Nunez, Marlon
    White, Stephen M.
    Kahler, Stephen W.
    Ling, Alan G.
    Smart, Don F.
    Shea, Margaret A.
    Tenishev, Valeriy
    Boubrahimi, Soukaina F.
    Aydin, Berkay
    Martens, Petrus
    Angryk, Rafal
    Marsh, Michael S.
    Dalla, Silvia
    Crosby, Norma
    Schwadron, Nathan A.
    Kozarev, Kamen
    Gorby, Matthew
    Young, Matthew A.
    Laurenza, Monica
    Cliver, Edward W.
    Alberti, Tommaso
    Stumpo, Mirko
    Benella, Simone
    Papaioannou, Athanasios
    Anastasiadis, Anastasios
    Sandberg, Ingmar
    Georgoulis, Manolis K.
    Ji, Anli
    Kempton, Dustin
    Pandey, Chetraj
    Li, Gang
    Hu, Junxiang
    Zank, Gary P.
    Lavasa, Eleni
    Giannopoulos, Giorgos
    ADVANCES IN SPACE RESEARCH, 2023, 72 (12) : 5161 - 5242
  • [3] Modeling of Time Profiles of Solar Energetic Particle Events
    Rozhkova, D. V.
    Kashapova, L. K.
    Myagkova, I. N.
    GEOMAGNETISM AND AERONOMY, 2024, 64 (08) : 1310 - 1317
  • [4] Temperature of the Source Plasma in Gradual Solar Energetic Particle Events
    Reames, Donald V.
    SOLAR PHYSICS, 2016, 291 (03) : 911 - 930
  • [5] Predicting Flares and Solar Energetic Particle Events: The FORSPEF Tool
    Anastasiadis, A.
    Papaioannou, A.
    Sandberg, I.
    Georgoulis, M.
    Tziotziou, K.
    Kouloumvakos, A.
    Jiggens, P.
    SOLAR PHYSICS, 2017, 292 (09)
  • [6] Radial dependence of solar energetic particle events
    Kallenrode, MB
    PROCEEDINGS OF THE CONFERENCE SOLAR WIND 11 - SOHO 16: CONNECTING SUN AND HELIOSPHERE, 2005, 592 : 87 - 94
  • [7] Large gradual solar energetic particle events
    Desai, Mihir
    Giacalone, Joe
    LIVING REVIEWS IN SOLAR PHYSICS, 2016, 13
  • [8] A survey of gradual solar energetic particle events
    Barnard, L.
    Lockwood, M.
    JOURNAL OF GEOPHYSICAL RESEARCH-SPACE PHYSICS, 2011, 116
  • [9] Large gradual solar energetic particle events
    Mihir Desai
    Joe Giacalone
    Living Reviews in Solar Physics, 2016, 13
  • [10] SIZE DISTRIBUTIONS OF SOLAR FLARES AND SOLAR ENERGETIC PARTICLE EVENTS
    Cliver, E. W.
    Ling, A. G.
    Belov, A.
    Yashiro, S.
    ASTROPHYSICAL JOURNAL LETTERS, 2012, 756 (02)