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首頁» 過刊瀏覽» 2019» Vol.4» Issue(2) 123-133???? DOI : 10.3969/j.issn.2096-1693.2019.02.011
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時空變自適應反Q濾波
郭志偉1,2,曹思遠1,2*,袁殿3 1
1 中國石油大學( 北京) 油氣資源與探測國家重點實驗室,,北京 102249 2 中國石油大學( 北京) 地球物理學院,,北京 102249 3 北京億華通科技股份有限公司,北京 100084
Time-space variant adaptive inverse Q filtering
GUO Zhiwei1,2, CAO Siyuan1,2, YUAN Dian3
1 State Key Laboratory of Petroleum Resources and Prospecting, China University of Petroleum-Beijing, Beijing 102249, China 2 College of Geophysics, China University of Petroleum-Beijing, Beijing 102249, China 3 Beijing Sinohytec Limited Liability Company, Beijing 100084, China

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摘要? 大地吸收效應是造成地震波能量衰減,、分辨率降低的重要因素,反Q濾波能夠?qū)λp能量進行有效恢復、
提高資料分辨率,。常規(guī)的反Q濾波采用增益函數(shù),,能自適應地減小高頻能量的補償系數(shù),但并不能對資料的信噪比進行很好的自適應,。針對該問題,,在原有增益函數(shù)的基礎(chǔ)上,設(shè)計了與資料局部信噪比有關(guān)的增益參數(shù),。該參數(shù)具有時空變特征,,能較好地適應資料本身的特點。在高信噪比區(qū)域,,取較大的增益參數(shù),,對高頻成分進行相對充分的補償;在低信噪比區(qū)域,,取較小的增益參數(shù),,對高頻成分進行相對有限的補償。模型測試和資料處理表明,,該方法對資料的適應性較好,,且取得了較好的補償效果。
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關(guān)鍵詞 : 吸收衰減;反Q濾波,;穩(wěn)定因子,;增益參數(shù);時空變,;自適應
Abstract

The earth absorption effect is an important factor resulting in the energy attenuation of seismic waves and the degradation of resolution. The inverse Q filtering method helps to restore attenuated energy and improve data resolution. The conventional inverse Q filtering method employs a gain function, which can adaptively reduce the compensation coefficient of high-frequency energy but cannot adapt to the signal to noise ratio (SNR)of data very well. Therefore, the gain parameter related to the local data SNR has been specially designed and proposed based on the gain function. A gain parameter with attributes of spatial and temporal variability can better adapt to the features of data. In high SNR regions, if the chosen value of the gain parameter is high, it can adequately compensate for the high frequency components in a effective manner. In contrast, in low SNR regions, if the chosen value of the gain parameter is smaller, it can only compensate for the high frequency components in a relatively limited manner. Model testing and data processing demonstrates that the inverse Q filtering method can be well adapted to data and achieve a good compensation effect.

Key words: absorption attenuation; inverse Q filtering; stability factor; gain parameter; time-space variant; adaptive
收稿日期: 2019-06-28 ????
PACS: ? ?
基金資助:國家自然科學基金 (41674128),、國家重點研發(fā)計劃(SQ2017YFGX030021)、中國石油科技創(chuàng)新基金項目“陸上層間多次波壓制技術(shù)”(2017D-5007-0302) 聯(lián)合資助
通訊作者: [email protected]
引用本文: ??
郭志偉, 曹思遠, 袁殿. 時空變自適應反Q濾波. 石油科學通報, 2019, 02: 123-133
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GUO Zhiwei, CAO Siyuan, YUAN Dian. Time-space variant adaptive inverse Q filtering. Petroleum Science Bulletin, 2019, 02: 123-133. doi: 10.3969/j.issn.2096-1693.2019.02.011
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