直接反褶积及其在地震资料中的应用

JGE Pub Date : 2022-03-30 DOI:10.23960/jge.v8i1.187
I. Madrinovella, W. Pranowo
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引用次数: 0

摘要

地震道是由反射率和地震小波卷积生成的。由于带宽的限制,反射率不能很好地解决。反褶积是一种增加频率带宽的方法,可以提高地震数据的分辨率,从而更容易分析。反褶积是地震资料处理中的一种常用方法。反卷积的数学定义是卷积的逆过程,但反卷积的计算在其过程中使用卷积(维纳反卷积)。我们解释了一种直接从数学定义出发的方法。我们称之为直接反演反褶积。直接反演反褶积过程采用地震道与小波之间的矩阵运算代替反褶积滤波。通过应用直接反演反褶积,无论小波相位如何,生成(或反褶积)地震道都显示出更好的结果和更高的分辨率。最后进行了相位旋转实验,反褶积结果显示地震相位没有发生变化。与之相比,我们还在合成数据实验中进行了尖峰反卷积。将该方法应用于北海Volve数据村地震资料,发现薄层明显增多。结果表明,直接反演反褶积可以提高地震资料的分辨率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
THE DIRECT-INVERSION DECONVOLUTION AND ITS APPLICATION IN SEISMIC DATA
Seismic traces are generated by the convolution of reflectivity and seismic wavelet. Due to limited frequency bandwidth, reflectivity can not be resolved easily. Deconvolution is a method to increase the frequency bandwidth and gives seismic data higher resolution, which makes it easier to analyze. Deconvolution is a common method in the seismic data processing. The mathematical definition of deconvolution is an inverse process of convolution, but the computation of deconvolution uses convolution in its process (Wiener deconvolution). We explained a method that is direct from the mathematical definition. We refer to it as direct-inversion deconvolution. The direct-inversion deconvolution process involves the matrix operation between seismic trace and wavelet instead of the deconvolution filter. By applying the direct-inversion deconvolution, the produced (or deconvolved) seismic trace shows a better result with higher resolution, regardless of the wavelet’s phase. Finally, we performed a phase rotation experiment, and the deconvolution result shows no seismic phase alteration. In comparison, we also perform spiking deconvolution in synthetic data experiments. This method is applied to The North Sea Volve Data Village seismic data, and more thin layers are significantly detected. Finally, it turns out that direct-inversion deconvolution gives a higher resolution to seismic data.
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JGE
JGE
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审稿时长
22 weeks
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