Title :
Seismic quality factor estimation using continuous wavelet transform
Author :
Zhou, Yanhui ; Zhao, Wei ; Ge, Yan ; Gao, Jinghuai ; Wang, Xiaokai ; Ge, Chenyang
Author_Institution :
Inst. of Wave & Inf., Xi´´an Jiaotong Univ., Xi´´an, China
Abstract :
In this paper, seismic quality factor Q estimation from vertical seismic profile (VSP) data is discussed, by using continuous wavelet transform (CWT). We suppose that source signature is a general constant-phase wavelet which matches the real one better. Based on the CWT of a reference and a target recording, we derive the formula of frequency-independent Q estimation by the ratio of wavelet-domain peak amplitude of these two recordings. Wavelet-domain peak amplitude denotes the peak module of CWT of the recording with every fixed scale. The formula is related to the dominant frequency and standard deviation of source signature. And the Q estimation formula with impulse source can be considered as its specific case that the standard deviation of source approaches the infinity. The synthetic zero-offset VSP and real field tests demonstrate that in the condition of constant-phase source signature, estimated Q from our formula can provide more accurate information than that by the formula with impulse source.
Keywords :
seismology; wavelet transforms; constant-phase source signature; constant-phase wavelet; continuous wavelet transform; general constant-phase wavelet; impulse source; seismic quality factor estimation; standard deviation; synthetic zero-offset vertical seismic profile; wavelet-domain peak amplitude; Continuous wavelet transforms; Estimation; Frequency domain analysis; Frequency estimation; Geophysics; Wavelet domain; CWT; Q estimation; constant-phase wavelet; zero-offset VSP;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2010 IEEE International
Conference_Location :
Honolulu, HI
Print_ISBN :
978-1-4244-9565-8
Electronic_ISBN :
2153-6996
DOI :
10.1109/IGARSS.2010.5649272