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Abstract:
Thin interbeds analysis plays an important role in reservoir prediction and seismic attribute analysis. However, the seismic resolution is much lower than the thin interbeds' thickness. Therefore, it is difficult to analyze the thin interbeds' seismic response by time analysis or frequency analysis alone. Time-frequency analysis is a powerful technique for analyzing and characterizing non-stationary signals. It can reflect the variation trend of frequency with time, thus time-frequency tool has great potential to analyze thin interbeds. Restricted by the uncertainty principle, the traditional time-frequency methods have extremely limited time-frequency resolution. Compared with common synchrosqueezing transform methods, the high-order synchrosqueezing transform provides a highly concentrated time-frequency representation for the time-varying signal. In this abstract, we apply a high-order synchrosqueezing short-time Fourier transform (STFT) to analyze thin interbeds in seismic dataset. Both synthetic data example and real seismic data example show that high-order synchrosqueezing STFT can precisely describe the time-frequency distribution and clearly reflect the thickness variation rules. © 2021 Society of Exploration Geophysicists First International Meeting for Applied Geoscience & Energy
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ISSN: 1052-3812
Year: 2021
Volume: 2021-September
Page: 2183-2187
Language: English
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WoS CC Cited Count: 0
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ESI Highly Cited Papers on the List: 0 Unfold All
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30 Days PV: 0
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