Multi-input data derived Dst model

Journal of Geophysical Research: Space Physics

Volumn 112, Issue 6, 2007, Pages

  Zhu, D ^a   Billings, S A ^a   Balikhin, M A ^a   Wing, S ^b   Alleyne, H ^a  

^a UNIVERSITY OF SHEFFIELD   (United Kingdom)

^b JOHNS HOPKINS UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 34548328266     PISSN: None     EISSN: 21699402     Source Type: Journal    
DOI: 10.1029/2006JA012079     Document Type: Article

References (15)

1. Balikhin, M. A., O. M. Boaghe, S. A. Billings, and H. S. K. Alleyne (2001), Terrestrial magnetosphere as a nonlinear resonator, Geophys. Res. Lett., 28, 1123.
2. Billings, S. A., and Q. M. Zhu (1995), Model validation tests for multivariable nonlinear models including neural networks, Int. J. Control, 62, 749.
3. Billings, S. A., S. Chen, and M. J. Korenberg (1989), Identification of MIMO non-linear systems using a forward-regression orthogonal estimator, Int. J. Control, 49, 2157.
4. Boaghe, O., M. Balikhin, S. A. Billings, and H. Alleyne (2001), Identification of nonlinear processes in the magnetospheric dynamics and forecasting of dst index, J. Geophys. Res., 106, 30,047.
5. st, J. Geophys. Res., 80, 4204.
6. Chen, S., and S. A. Billings (1989), Representation of nonlinear systems: the narmax model, Int. J. Control, 49, 1013.
7. Chen, S., S. A. Billings, and W. Luo (1989), Orthogonal least-squares methods and their application to non-linear system-identification, Int. J. Control, 50, 1873.
8. Fenrich, F. R., and J. G. Luhmann (1998), Geomagnetic response to magnetic clouds of different polarity, Geophys. Res. Lett., 25, 2999.
9. Klimas, A. J., D. Vassiliadis, D. N. Baker, and D. A. Roberts (1996), The organised nonlinear dynamics of the magnetosphere, J. Geophys. Res., 101, 13,089.
10. Klimas, A. J., D. Vassiliadis, and D. N. Baker (1998), Dst index prediction using data-derived analogues of the magnetospheric dynamics, J. Geophys. Res., 103, 11,998.
11. O'Brien, T. P., and R. L. McPherron (2000), An empirical phase space analysis of ring current dynamics: Solar wind control of injection and decay, J. Geophys. Res., 105, 7707.
12. Wang, C. B., J. K. Chao, and C.-H. Lin (2003), Influence of the solar wind dynamic pressure on the decay and injection of the ring current, J. Geophys. Res. A, 108(A9), 1341, doi:10.1029/2003JA009851.
13. Wu, J. G., and H. Lundstedt (1996), Prediction of geomagnetic storms from solar wind data using Elman recurrent neural networks, Geophys. Res. Lett., 23, 319.
14. Wu, J. G., and H. Lundstedt (1997), Neural network modeling of solar wind-magnetosphere interaction, J. Geophys. Res., 102, 14,457.
15. Zhu, D., S. A. Billings, M. Balikhin, S. Wing, and D. Coca (2006), Data derived continuous time model for the Dst dynamics, Geophys. Res. Lett., 33, L04101, doi:10.1029/2005GL025022.