Towards neural network based models for the ionospheric D-region

European Space Agency, (Special Publication) ESA SP

Volumn , Issue 530, 2003, Pages 369-373

  McKinnell, L A ^a,b   Friedrich, M ^a  

^a GRAZ UNIVERSITY OF TECHNOLOGY   (Austria)

^b RHODES UNIVERSITY   (South Africa)

Author keywords

[No Author keywords available]

Indexed keywords

CARRIER CONCENTRATION; DATABASE SYSTEMS; GEOPHYSICS; NEURAL NETWORKS;

SOLAR ZENITH ANGLE;

IONOSPHERE;

EID: 0242321983     PISSN: 03796566     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. Poole A.W.V. and McKinnell L.A., On the Predictability of foF2 using Neural Networks, Radio Science, Vol. 35, 225-234, 2000.
2. McKinnell LA., A Neural Network Based Ionospheric Model for the Bottomside Electron Density Profile over Grahamstown, South Africa, PhD Thesis, Rhodes University, 2002.
3. Wintoft P. and Gander Lj.R., Short Term Prediction of foF2 using Time-Delay Neural Networks, Physics and Chemistry of the Earth (C), Vol. 24, 1467-1470, 1999.
4. Friedrich M., Harrich M., Torkar K.M. and Kirkwood S., The Disturbed Auroral Ionosphere Based on EISCAT and Rocket Data, Advances in Space Research, in press, 2003.
5. Haykin S., Neural Networks: A Comprehensive Foundation, Macmillan, Indianapolis, Indiana, 1994.
6. Friedrich M., Harrich M., Torkar K.M. and Stauning P., Quantitative Measurements with Wide-Beam Riometers, Journal of Atmospheric and Solar Terrestrial Physics, Vol 64, 359-365, 2002.
7. Harrich M., Friedrich M., Marple S.R. and Torkar K.M., The Background Absorption at High Latitudes, Advances in Radio Science, Vol. 1, 325-327, 2003.
8. Friedrich M., Harrich M., Steiner R.J., Torkar K.M., and Lübken F.J., The Quiet Auroral Ionosphere and its Neutral Background, Advances in Space Research, in press, 2003.
9. Danilov A.D., Smirnova N.V., Blix T.A., Thrane E.V., and Vanina L.B., Some Features of Electron Density Behaviour in the High Latitude D-Region Derived from in-situ Measurements, Journal of Atmospheric and Solar Terrestrial Physics, Vol 65, 417-427, 2003.