Regression modeling method of space weather prediction

被引:0
|
作者
A. S. Parnowski
机构
[1] Space Research Institute of NASU and NSAU,
来源
关键词
Space weather; Prediction; Forecasting; Magnetic storms; Statistics; Regression;
D O I
暂无
中图分类号
学科分类号
摘要
A regression modeling method of space weather prediction is proposed. It allows forecasting Dst index up to 6 hours ahead with about 90% correlation. It can also be used for constructing phenomenological models of interaction between the solar wind and the magnetosphere. With its help two new geoeffective parameters were found: latitudinal and longitudinal flow angles of the solar wind. It was shown that Dst index remembers its previous values for 2000 hours.
引用
收藏
页码:169 / 180
页数:11
相关论文
共 50 条
  • [1] Regression modeling method of space weather prediction
    Parnowski, A. S.
    ASTROPHYSICS AND SPACE SCIENCE, 2009, 323 (02) : 169 - 180
  • [2] Regression Modeling and its Application to the Problem of Prediction of Space Weather
    Parnowskiy, A. S.
    JOURNAL OF AUTOMATION AND INFORMATION SCIENCES, 2009, 41 (05) : 61 - 69
  • [3] Global coronal modeling and space weather prediction
    Linker, JA
    Mikic, Z
    Schnack, DD
    SOLAR DRIVERS OF INTERPLANETARY AND TERRESTRIAL DISTURBANCES, 1996, 95 : 208 - 218
  • [4] System identification, modeling, and prediction for space weather environments
    Vassiliadis, D
    IEEE TRANSACTIONS ON PLASMA SCIENCE, 2000, 28 (06) : 1944 - 1955
  • [5] Space weather prediction
    Maynard, N. C.
    Reviews of Geophysics, 1995, 33 (01):
  • [6] SPACE WEATHER PREDICTION
    MAYNARD, NC
    REVIEWS OF GEOPHYSICS, 1995, 33 : 547 - 557
  • [7] Space weather influence on power systems: Prediction, risk analysis, and modeling
    Yatsenko V.
    Boyko N.
    Rebennack S.
    Pardalos P.M.
    Energy Systems, 2010, 1 (02) : 197 - 207
  • [8] Prediction of the space weather disturbances
    Blagoveshchensky, DV
    RAST 2003: RECENT ADVANCES IN SPACE TECHNOLOGIES, PROCEEDINGS, 2003, : 129 - 134
  • [9] The First Space Weather Prediction
    Cade, William B., III
    SPACE WEATHER-THE INTERNATIONAL JOURNAL OF RESEARCH AND APPLICATIONS, 2013, 11 (06): : 330 - 332
  • [10] THE COMBINED APPROACH FOR SPACE WEATHER PREDICTION WITH A GUARANTEED METHOD AND EVOLUTIONARY ALGORITHM
    Semeniv, Oleh
    JOURNAL OF PHYSICAL STUDIES, 2015, 19 (03):