scholarly journals Regularized least-squares migration of simultaneous-source seismic data with adaptive singular spectrum analysis

2016 ◽  
Vol 14 (1) ◽  
pp. 61-74 ◽  
Author(s):  
Chuang Li ◽  
Jian-Ping Huang ◽  
Zhen-Chun Li ◽  
Rong-Rong Wang
Keyword(s):  
Least Squares ◽  
Spectrum Analysis ◽  
Seismic Data ◽  
Singular Spectrum Analysis ◽  
Regularized Least Squares ◽  
Singular Spectrum ◽  
Least Squares Migration ◽  
Simultaneous Source

Hyperbolic median filtering and singular spectrum analysis for simultaneous source separation

2019 ◽  
Author(s):  
Aleksei Tarasov ◽  
Andrei Shuvalov ◽  
Andrey Konkov ◽  
Vladimir Ignatev ◽  
Ivan Polikarpov ◽  
...  
Keyword(s):  
Spectrum Analysis ◽  
Source Separation ◽  
Singular Spectrum Analysis ◽  
Median Filtering ◽  
Singular Spectrum ◽  
Simultaneous Source

scholarly journals On the singular values decoupling in the Singular Spectrum Analysis of volcanic tremor at Stromboli

2006 ◽  
Vol 6 (6) ◽  
pp. 903-909 ◽  
Author(s):  
R. Carniel ◽  
F. Barazza ◽  
M. Tárraga ◽  
R. Ortiz
Keyword(s):  
Spectrum Analysis ◽  
Seismic Data ◽  
Seismic Station ◽  
Singular Spectrum Analysis ◽  
Volcanic Tremor ◽  
Singular Values ◽  
Paroxysmal Activity ◽  
Singular Spectrum ◽  
Short Period ◽  
Degree Of Coupling

Abstract. The well known strombolian activity at Stromboli volcano is occasionally interrupted by rarer episodes of paroxysmal activity which can lead to considerable hazard for Stromboli inhabitants and tourists. On 5 April 2003 a powerful explosion, which can be compared in size with the latest one of 1930, covered with bombs a good part of the normally tourist-accessible summit area. This explosion was not forecasted, although the island was by then effectively monitored by a dense deployment of instruments. After having tackled in a previous paper the problem of highlighting the timescale of preparation of this event, we investigate here the possibility of highlighting precursors in the volcanic tremor continuously recorded by a short period summit seismic station. We show that a promising candidate is found by examining the degree of coupling between successive singular values that result from the Singular Spectrum Analysis of the raw seismic data. We suggest therefore that possible anomalies in the time evolution of this parameter could be indicators of volcano instability to be taken into account e.g. in a bayesian eruptive scenario evaluator. Obviously, further (and possibly forward) testing on other cases is needed to confirm the usefulness of this parameter.

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