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- W2316852810 abstract "Summary The fractured and caved Ordovician carbonate reservoirs in Tarim Basin are characterized by significant seismic anisotropy and heterogeneity. It is very difficult to predict this type of reservoir using common seismic attribute analysis technology because of the uncertainty of analysis results. On the basis of investigating the application condition and effectiveness of various seismic attributes, focusing on the heterogeneity of carbonate reservoir and taking logging data as the known training samples, this paper realizes the 3D optimization processing for multi seismic attribute data volume by combing of multi statistic methods such as multivariate discriminant analysis, kernel principal component analysis etc. The established reservoir discriminant model in this paper has the total coincidence rate of 90.13% by retrospective test, proving the validity of the model. The optimization results of multi seismic attribute data can finely sculpture the favorable distribution range and geometric shape of dissolution caved carbonate reservoir in 3D space, thus obtaining good geologic results. It is expected that this paper can provide a scientific and practical method for seismic multi-attribute optimization and dissolution caved carbonate reservoir prediction." @default.
- W2316852810 created "2016-06-24" @default.
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- W2316852810 date "2011-01-01" @default.
- W2316852810 modified "2023-09-25" @default.
- W2316852810 title "3D Seismic attribute optimization technology and application for dissolution caved carbonate reservoir prediction" @default.
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- W2316852810 doi "https://doi.org/10.1190/1.3627592" @default.
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