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- W2057387412 abstract "This paper studied the statistical characteristics of seismic traces. Compared with the statistical characteristic of α-stable distribution random variables, it drew a conclusion that the distribution of real seismic traces should be heavy tailed and asymmetric. They are the characteristics of non-Gaussian α-stable distribution rather than the traditional Gaussian distribution. Following this assumption, the Kogon–Williams characteristic estimation method was applied to estimate the α-stable distribution parameters from the seismic traces. As expected, the estimated characteristic exponent α of the seismic traces are less than 2 and symmetry parameters are not 0. QQ-plots and sample variances experiments were conducted on simulated random data and seismic traces. The experiments verify the assumption that seismic data follow non-Gaussian α-stable distributions." @default.
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- W2057387412 date "2015-01-01" @default.
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- W2057387412 title "A validation study of <mml:math xmlns:mml=http://www.w3.org/1998/Math/MathML altimg=si0001.gif overflow=scroll><mml:mi mathvariant=bold-italic>α</mml:mi><mml:mi mathvariant=normal>-</mml:mi><mml:mi>stable</mml:mi></mml:math> distribution characteristic for seismic data" @default.
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