The Application of Cumulative Sum Feature Extraction Algorithm in Data Stream Anomaly Analysis before Earthquake

Li Ping Chen; Xiang Zeng  Kong; Pan  Xiong; Jing  Zeng; Xin Qi Lin; Zhi  Zheng; Xiao Shan  Zhan

doi:10.4028/www.scientific.net/AMR.765-767.524

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HomeAdvanced Materials ResearchAdvanced Materials Research Vols. 765-767The Application of Cumulative Sum Feature...

The Application of Cumulative Sum Feature Extraction Algorithm in Data Stream Anomaly Analysis before Earthquake

Abstract:

A cumulative sum feature extraction algorithm for anomaly analysis before earthquake is proposed by using the cumulative sum feature extraction algorithm. The analysis results reveal that the anomalous variations exist prior to the earthquakes. The methods studied in this work include cumulative sum, smooth using the Technology of Locally weighted smoothing and compute feature points. These methods have been applied to analyze the anomaly from OLR data that correspond to seismic precursors, particularly to a comparative study of the two earthquakes of Wenchuan in China and one earthquake in eastern Japan.

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Periodical:

Advanced Materials Research (Volumes 765-767)

Pages:

524-527

DOI:

https://doi.org/10.4028/www.scientific.net/AMR.765-767.524

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Online since:

September 2013

Authors:

Li Ping Chen, Xiang Zeng Kong, Pan Xiong, Jing Zeng, Xin Qi Lin, Zhi Zheng, Xiao Shan Zhan

Keywords:

Anomaly Analysis before Earthquake, Cumulative Sum Feature Extraction, National Oceanic and Atmospheric Administration (NOAA), Outgoing Long Wave Radiation

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References

[1] Zhang Yuansheng, Guo Xiao, Zhong Meijiao, Satellite thermal infrared brightness temperature changes in Wenchuan earthquake, Science Bulletin, 2010，55 (10): 904-910.

Google Scholar

[2] Zhang Xuemin, Shen Xuhui, Cai Jinan, abnormal phenomena in ionosphere before Wenchuan 8 earthquake, International Earthquake Dynamic, 2008, 11: 154-154.

Google Scholar

[3] Saraf, A.K., Rawat, V., Banerjee, P. et al., Satellite detects surface thermal anomalies associatedwith Algerian earthquakes of May 2003, International Journal of Remote Sensing, 2004, 26: 2705-2713.

DOI: 10.1080/01431160310001642359

Google Scholar

[4] Ouzounov, D., Pulinets, S. VA, Bryant, N., et al., Satellite Thermal Infrared Radiation before major Earthquakes, Geophysical Research Abstracts, 2005, 7: 05974.

Google Scholar

[5] E.S. Page , Continuous inspection schemes, Biometrika, vol. 41, 1954: 100-115.

Google Scholar