Seismo-Ionospheric is a study of ionosphere disturbances associated with seismic activities. In many previous researches, heliogeomagnetic or strong earthquake activities can caused the disturbances in the ionosphere. However, it is difficult to separate these disturbances based on related sources. In this research, we proposed a method to separate these disturbances/outliers by using nu-SVR with the world-wide GPS data. TEC data related to the 26th December 2004 Sumatra and the 11th March 2011 Honshu earthquakes had been analyzed. After analyzed TEC data in several location around the earthquake epicenter and compared with geomagnetic data, the method shows a good result in the average to detect the source of these outliers. This method is promising to use in the future research.
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30 September 2015
THE 5TH INTERNATIONAL CONFERENCE ON MATHEMATICS AND NATURAL SCIENCES
2–3 November 2014
Bandung, Indonesia
Research Article|
September 30 2015
A method for separating seismo-ionospheric TEC outliers from heliogeomagnetic disturbances by using nu-SVR
Asis Pattisahusiwa;
Asis Pattisahusiwa
*
Bandung Institute of Technology
, Indonesia
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The Houw Liong;
The Houw Liong
†Earth physics and complex systems research group,
Bandung Institute of Technology
, Indonesia
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Acep Purqon
Acep Purqon
†Earth physics and complex systems research group,
Bandung Institute of Technology
, Indonesia
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AIP Conf. Proc. 1677, 060009 (2015)
Citation
Asis Pattisahusiwa, The Houw Liong, Acep Purqon; A method for separating seismo-ionospheric TEC outliers from heliogeomagnetic disturbances by using nu-SVR. AIP Conf. Proc. 30 September 2015; 1677 (1): 060009. https://doi.org/10.1063/1.4930689
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