摘要
本文在介绍地震信号匹配追踪的基本原理和高精度瞬时谱的计算方法的基础上。通过分析楔形尖灭体的时域和频域响应特征,提出了一种在时频域利用瞬时谱特征识别砂岩尖灭位置的新方法。针对三角洲构造的不同方向的尖灭厚度是变化的,本文提出利用核主成分分析方法,将优势调谐频带内各瞬时谱分量包含的尖灭线有效信息进行综合,即可展示出尖灭线的全貌,从而减少了三角洲尖灭线解释的不确定性。
This paper first presents the principle of seismic signal matching pursuit decomposition and the computation of high precision instantaneous spectra,then proposes a new method for wedge edge interpretation with its instantaneous spectral features in time-frequency domain by analyzing the time domain and frequency domain responses of the wedge edge.Actually,the delta fringe deposit thickness is not the same along different direction.In this situation,this paper introduces kernel principal component analysis method to integrate the effective information of pinch-out line contained in the original dominant instantaneous spectral components.Therefore,the whole face of pinch-out line can be fully recognized and the non-uniqueness in delta fringe interpretation is extremely reduced.
出处
《石油地球物理勘探》
EI
CSCD
北大核心
2012年第1期82-88,188+195,共7页
Oil Geophysical Prospecting
基金
国家自然科学基金资助项目(41004050)
关键词
匹配追踪
瞬时谱
尖灭线
核主成分分析
薄层反射
matching pursuit,instantaneous spectra,pinch-out line,kernel principal component analysis,thin layer reflection