DocumentCode :
2030708
Title :
On new statistical technologies of quantitative seismic information mining from electromagnetic satellite data
Author :
Wu, Anxu
Author_Institution :
Earthquake Adm. of Beijing Municipality, Beijing, China
Volume :
4
fYear :
2010
fDate :
10-12 Aug. 2010
Firstpage :
1715
Lastpage :
1719
Abstract :
The pattern information (PI) method was reasonably modified and firstly introduced to the observation data processing of electromagnetic satellite in this paper. Taking the moderate-strong earthquakes as examples, the IAP data recorded by the France DEMETER electromagnetic satellite were systematically processed with the modified PI method. We can find that the variation in non-seismic regions and at non-seismic periods are not obvious and have almost no useful information, but the abnormal variations of IAP parameters in the ionosphere with regularity and significance appeared before moderate-strong earthquakes, which shows that the electromagnetic satellite may observe precursory abnormal variation before some moderate-strong earthquakes. Only the slight variation were submerged in a strong background trends, and high-resolution methods are necessary to effectively identify and deeply excavate this information. What´s more, we proved that the modified PI method with integration capabilities of long trends and short variations effectively eliminated the background trends of electromagnetic satellite data and also highlighted good short-term variations. Therefore, it is thought that the modified PI method to IAP data processing is effective and itself specific modification measurements are also feasible, reasonable and successful.
Keywords :
data mining; earthquakes; geophysical image processing; geophysical techniques; pattern recognition; seismology; time series; France DEMETER electromagnetic satellite; IAP data processing; electromagnetic satellite data; moderate-strong earthquake; nonseismic period; nonseismic region; observation data processing; pattern information method; quantitative seismic information mining; statistical technology; time series; Data mining; Data processing; Earthquakes; Electromagnetics; Extraterrestrial phenomena; Probability; Satellites; IAP parameters; background analysis and anomaly detection; electromagnetic satellite; moderate-strong earthquakes; pattern information methods;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2010 Seventh International Conference on
Conference_Location :
Yantai, Shandong
Print_ISBN :
978-1-4244-5931-5
Type :
conf
DOI :
10.1109/FSKD.2010.5569395
Filename :
5569395
Link To Document :
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