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K—L变换地震属性优化及其在储层预测中的应用
引用本文:王晓阳,桂志先,高刚,张伟.K—L变换地震属性优化及其在储层预测中的应用[J].石油天然气学报,2008,30(3).
作者姓名:王晓阳  桂志先  高刚  张伟
作者单位:1. 油气资源与勘探技术教育部重点实验室(长江大学),湖北,荆州,434023
2. 长江大学地球物理与石油资源学院,湖北,荆州,434023
摘    要:在地震资料精细解释的基础上,以地震属性优化为前提,以K-L变换为手段,对原始地震属性进行了优化处理。经变换后地震属性特征维数下降十分明显,选取的地震属性之间的相关性得到明显降低,突出了其间的差异性,降低了多解性。在利用优化后的属性进行储层预测时,储层参数更加精确。

关 键 词:地震属性  属性优化  K-L变换  储层预测

Seismic Attribute Optimization and Its Application in Reservoir Prediction by Using K-L Transform
WANG Xiao-yang,GUI Zhi-xian,GAO Gang,ZHANG Wei.Seismic Attribute Optimization and Its Application in Reservoir Prediction by Using K-L Transform[J].Journal of Oil and Gas Technology,2008,30(3).
Authors:WANG Xiao-yang  GUI Zhi-xian  GAO Gang  ZHANG Wei
Abstract:on the basis of fine interpretation of seismic data and in combination with seismic attribute optimization,the original seismic attribute was optimized by means of K-L transform.Its transformed characteristic dimensions and correlation between selected attributes were obviously reduced,the differences between them were indicated,while multi-interpretations were reduced.Reservoirs are predicted,more accurate reservoir parameters are obtained by using the optimized attribute.
Keywords:seismic attribute  attribute optimization  K-L transform  reservoir prediction
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