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Time-lapse seismic attribute analysis for a water-flooded reservoir

机译:注水油藏的时移地震属性分析

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One of the goals of time-lapse seismic monitoring is the direct detection of the fluid front and two-phase contact area. However, several factors affect the quality of time-lapse seismic difference data and decrease detectability. One of these factors is random noise. In this paper, we propose five different methods aimed at improving the quality and detectability of noisy time-lapse seismic difference data. Common to these methods is the transform of the differences to a domain where the time-lapse signal and random noise are well separated. Our proposed methods include direct Fourier transform based spectral decomposition, bispectra, wavelet transform, singular value decomposition and hybrid methods. We also propose a method that combines multiple time-lapse difference data and gives a final difference which enhances the common part and attenuates the differences of the multiple difference images resulting in a better detectability than the original images. A synthetic time-lapse model is used to demonstrate the feasibility of our proposed methods.
机译:延时地震监测的目标之一是直接检测流体锋面和两相接触面积。但是,有几个因素会影响延时地震差分数据的质量并降低可检测性。这些因素之一是随机噪声。在本文中,我们提出了五种不同的方法,旨在提高嘈杂的时移地震差分数据的质量和可检测性。这些方法的共同点是将差异转换为延时信号和随机噪声完全分开的区域。我们提出的方法包括基于直接傅立叶变换的频谱分解,双谱,小波变换,奇异值分解和混合方法。我们还提出了一种方法,该方法结合了多个时差数据并给出了最终的差异,从而增强了公共部分并减弱了多个差异图像的差异,从而产生了比原始图像更好的可检测性。综合时移模型用于证明我们提出的方法的可行性。

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