Adaptive non-linear modeling for ionospheric disturbances behavior estimation on spaceborne Synthetic Aperture Radar interferometry

AIAA SPACE Conference and Exposition 2012

Volumn , Issue , 2012, Pages

  Massinas, Basil A ^a   Doulamis, Nikolaos ^a   Paradissis, Demitris ^a  

^a NATIONAL TECHNICAL UNIVERSITY OF ATHENS   (Greece)

Author keywords

[No Author keywords available]

Indexed keywords

ENVIRONMENTAL EVOLUTION; GLOBAL POSITION SYSTEMS; IONOSPHERIC DISTURBANCE; IONOSPHERIC FORECASTING; SPACEBORNE SYNTHETIC APERTURE RADARS; SYNTHETIC APERTURE RADAR INTERFEROMETRY; TOTAL ELECTRON CONTENT; TRADITIONAL APPROACHES;

FUNCTIONS; GEODETIC SATELLITES; INTERFEROMETRY; IONOSPHERE; IONOSPHERIC ELECTROMAGNETIC WAVE PROPAGATION; IONOSPHERIC MEASUREMENT; OBSERVATORIES; SIGNAL PROCESSING; WAVE PROPAGATION; WEATHER FORECASTING;

SYNTHETIC APERTURE RADAR;

EID: 84880992934     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (27)

1. Pisacane, V. I., The Space Environment and its Effects on Space Systems, American Institute of Aeronautics and Astronautics, 2008.
2. Buonsato, M. J., "Ionospheric Storms-A Review. " Space Science Reviews, Vol. 88, pp. 563-601, 1999.
3. Zebker, H. A. a, Hensley, S. b, Shanker, P. A, Wortham, C. A, "Geodetically Accurate InSAR Data Processor. " IEEE Transactions on Geoscience and Remote Sensing, Vol. 48, No. 12, pp. 4309-4321, Dec. 2010.
4. Elias, P., Kontoes, C., Papoutsis, I., Kotsis, I., Marinou, A., Paradissis, D., Sakellariou, D., "Permanent Scatterer InSAR Analysis and Validation in the Gulf of Corinth. " Sensors Vol. 9, No. 1, pp. 46-55, 2009.
5. D. Massonnet, M. Rossi, C. Carmona, F. Adragna, G. Peltzer, K. Feigl, and T. Rabaute, "The Displacement Field of the Landers Earthquake Mapped by Radar Interferometry. " Nature, vol. 364, no. 6433, pp. 138-142, Jul. 1993.
6. H. A. Zebker, P. A. Rosen, R. M. Goldstein, A. Gabriel, and C. Werner, "On the Derivation of Coseismic Displacement Fields using Differential Radar Interferometry: The Landers Earthquake. " J. Geophys. Res.-Solid Earth, vol. 99, no. B10, pp. 19 617-19 634, Oct. 10, 1994.
7. R. M. Goldstein, H. Engelhardt, B. Kamb, and R. M. Frolich, "Satellite Radar Interferometry for Monitoring Ice Sheet Motion: Application to an Arctic Ice Stream. " Science, vol. 262, no. 5139, pp. 1525-1530, Dec. 3, 1993.
8. D. E. Alsdorf, J. M. Melack, T. Dunne, A. K. Mertes, L. L. Hess, and L. C. Smith, "Interferometric Measurements of Water Level Changes on the Amazon Flood Plain. " Nature, vol. 404, no. 6774, pp. 174-177, Mar. 2000.
9. J. O. Hagberg and L. M. H. Ulander, "On the Optimization of Interferometric SAR for Topographic Mapping. " IEEE Trans. Geosci. Remote Sens., vol. 31, no. 1, pp. 303-306, Jan. 1993
10. Ganguly, S., Wickwar, V. and Goodman, J. M., "New Generation Topside Sounder. " Radio Science, Vol. 36. No. 5, pp. 1167-1179, Sept/Oct. 2001.
11. Gulyaeva, T. L., "Empirical Model of Ionospheric Storm Effects on the F2 Layer Peak Height Associated with Changes of Peak Electron Density. " Journal of Geophysical Research, Vol. 117, A02302, 2012.
12. Crowley, G., Schoendorf, J., Roble, G., and Marcos, F. A., "Cellurar Structures in the High-Latitude Thermosphere, " J. Geophys. Res., Vol. 101, pp. 211-224, 1996.
13. Daniell Jr., R. E., Brown, L. D., Anderson, D. N., Fox, M. W., Doherty, P. H., Decker, D. T., Sojka, J. J., and Schunk, R. W., "Parameterized Ionospheric model: A global Ionospheric Parameterization based on First Principle models. " Radio Sci., Vol. 30, No. 5, pp. 1499-1510, 1995.
14. Koutroumbas, K., Tsagouri, I., and Belehaki A., "Time Series Autoregression Technique Implemented on-line in DIAS System for Ionospheric Forecast over Europe. " Ann. Geophys., 26, 371-386, 2008.
15. Bilitza, D. "International Reference Ionosphere 2000, " Radio Science, Vol 36. No. 2, pp. 261-275, March/April 2001.
16. Bilitza, D., McKinnell, L.-A., Reinisch, B., Fuller-Rowell, T., "The International Reference Ionosphere Today and in the Future, " Journal of Geodesy, Vol. 85, No. 12, pp. 909-920, 2011.
17. Bilitza D., Reinisch B. W., "International Reference Ionosphere 2007: Improvements and New Parameters. " Adv Space Res, Vol. 42, No. 4, pp. 599-609. 2008.
18. IGRF International Geomagnetic Reference Field, Version 11., 2010
19. Picone J. M, Hedin A. E., Drob D. P., Aikin A. C. "Empirical Model of the Atmosphere: Statistical Comparisons and Scientific Issues. " Journal of Geophys. Research, Vol. 107(A12), 2002.
20. McKinnell, L. A., and Oyeyemi, E. O., "Progress Towards a New Global foF2 Model for the International Reference Ionosphere (IRI). " Adv. Space Res., 43, 1770-1775, doi: 10. 1016/j. asr. 2008. 09. 035., 2009.
21. Fotiadis, D. N., and Kouris S. S., "A Functional Dependence of foF2 Variability on Latitude. " Adv. Space Res., Vol. 37, pp. 1023-1028, doi: 10. 1016/j. asr. 2005. 02. 054, 2006.
22. Mikhailov, A. V., Depuev, V. H. and Depueva A. H. "Short-term foF2 Forecast: Present Day State of Art. " in Space Weather, Astrophys. Space Sci. Libr., vol. 344, pp. 169-184, Springer, Dordrecht, Netherlands, doi: 10. 1007/1-4020-5446-7-16, 2007.
23. WeiXing Wan, Feng Ding, ZhiPeng Ren, ManLian Zhang, LiBo Liu and BaiQi Ning, "Modeling the Global Ionospheric Total Electron Content with Empirical Orthogonal Function Analysis, " Science China Technological Sciences, Vol. 55, No. 5, 1161-1168, DOI: 10. 1007/s11431-012-4823-8, 2012.
24. Connor, J., Martin D., and Altas L., "Recurrent Neural Networks and Robust Time Series Prediction, " IEEE Trans. on Neural Networks, vol. 5, no. 2, pp. 240-254, March 1994.
25. Haykin, S., Adaptive Filter Theory. Prentice Hall 1996.
26. Cleveland, W. S. The Elements of Graphing Data, Hobart Press, 1994 ISBN 0-9634884-1-4
27. International Reference Ionosphere IRI-2007 Model by NASA, on line available at URL: http://omniweb. gsfc. nasa. gov/vitmo/iri_vitmo. html