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METHOD RESEARCH OF FORECASTING OIL AND GAS USING HIGHER-ORDER STATISTICS
高阶统计量油气检测方法研究

Keywords: Higher-order statistics,Higher-order spectrum,Seismic attribute
高阶统计量
,高阶谱,地震属性,高斯噪声

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Abstract:

Based on the higher-order statistics property being insensitive to Gaussian noise and containing more information than power spectra, and higher-order spectral attributes of seismic signal, we propose a new approach to forecast oil and gas with the higher-order spectral parameter. The results of the theoretic model and the test on practical data not only prove the geological meaning of higher-order spectra, but also draw a change role of higher-order spectra between water-containing and oil-containing sandstone. It can be used to forecast oil and gas directly. Further more, its prediction results are more effective than that of regular amplitude attributes.

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