基于S變換域的時(shí)變反褶積方法研究
[Abstract]:The common methods to improve the resolution of seismic data are deconvolution spectral whitening wavelet transform and so on. These methods are based on the stationary convolution model proposed by Robison. In the actual seismic exploration, when the seismic wavelet propagates underground, the attenuation of wavelet energy, the decrease of amplitude and the length of wavelet will be caused by the inhomogeneity and incompletely elasticity of the medium. That is to say, the seismic records transmitted by seismic wavelet in underground media are also non-stationary. Therefore, the method of improving the resolution based on stationary model is often unable to achieve the desired processing effect of these non-stationary seismic records. The conventional deconvolution method has many limitations. It is often required that the seismic wavelet is minimal phase and stationary, the reflection coefficient sequence is white noise, etc. The S transform and its extension (generalized S transform) can provide fine time spectrum. It has been widely used in seismic data processing, such as random noise attenuation of seismic records, surface wave suppression, attenuation parameter extraction, seismic wave first arrival detection, extraction of sedimentary cycles and so on. In order to adapt to the time-varying characteristics of seismic wavelet, the conventional convolution model is extended to time-varying convolution model in this paper. The time-frequency analysis of seismic records is carried out through S-transform, the source wavelet and attenuation factor are estimated, and the time-varying wavelet is obtained. The time-varying deconvolution in S domain is well adapted to the time-varying characteristics of seismic records. The improved resolution processing in S transform domain can compensate the attenuation of seismic wavelet energy in the propagation process, improve the resolution of the data, and make the energy of shallow, medium and deep layers relatively balanced. The validity of the method is verified by the processing of the model and the actual data, which reflects the practicability of the method.
【學(xué)位授予單位】:中國(guó)石油大學(xué)(華東)
【學(xué)位級(jí)別】:碩士
【學(xué)位授予年份】:2015
【分類號(hào)】:P631.4
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