Title :
Automatic RMO picking in seismic travel time tomography
Author :
Jianxing Zhang ; Qin Yang ; Xianhai Meng ; Jigang Li
Author_Institution :
State Key Lab. of Software Dev. Environ., Beijing, China
Abstract :
The Residual Move Out (RMO) provides crucial information for updating velocity model in Pre-stack tomography. The accuracy and precision of picking result significantly determine the efficiency of the scheme. Two methods are produced respectively to warrant the requirements. The first method, namely energy spectrum based method, is conducted in a fully automatic way to ensure tomographic efficiency, and is very adapted to implement at the early iterative process of the tomography. The other method, which acts as a semi-automatic pickup based on the estimation of fourth-order cumulants, is executed to guarantee the accuracy for the late tomographic iterations. Practical applications witness the good effect of the two introduced approaches.
Keywords :
estimation theory; geophysical techniques; higher order statistics; iterative methods; seismology; automatic RMO picking; energy spectrum based method; fourth-order cumulant estimation; iterative process; pre-stack tomography; residual move out; seismic travel time tomography; semiautomatic pickup; Accuracy; Delay effects; Earth; Estimation; Mathematical model; Reflection; Tomography; automation; energy spectrum; fourth-order cumulants; pickup; residual moveout; tomography;
Conference_Titel :
Natural Computation (ICNC), 2014 10th International Conference on
Conference_Location :
Xiamen
Print_ISBN :
978-1-4799-5150-5
DOI :
10.1109/ICNC.2014.6975997