Title :
Seismic velocity picking by simulated annealing
Author :
Huang, Kou-Yuan ; Chen, Kai-Ju ; Yang, Jia-Rong
Author_Institution :
Dept. of Comput. Sci., Nat. Chiao Tung Univ., Hsinchu, Taiwan
Abstract :
Velocity picking is to pick several peaks on seismic semblance image (stacking energy) that is very important in seismic data processing. In time-velocity semblance image, these chosen peaks are representing the relation of stacking velocity and time. In this study, we apply simulated annealing (SA) on seismic velocity picking problem and use two constraints in the energy function of SA algorithm for searching a best peak point combination. After obtaining the best polyline, we use the picking result to perform further seismic data processing including normal move-out (NMO) correction and common midpoint stacking. This method automates the velocity picking procedure with short period of time and improves the further seismic data interpretation.
Keywords :
geophysical techniques; seismic waves; seismology; simulated annealing; energy function; normal move-out correction; seismic data interpretation; seismic data processing; seismic semblance image; seismic velocity picking problem; simulated annealing algorithm; stacking energy; time-velocity semblance image; velocity picking procedure; Cooling; Data processing; Filtering algorithms; Humans; Simulated annealing; Stacking; Vectors; common midpoint (CMP) gather; normal move-out (NMO) correction; seismic velocity picking; simulated annealing;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
Conference_Location :
Munich
Print_ISBN :
978-1-4673-1160-1
Electronic_ISBN :
2153-6996
DOI :
10.1109/IGARSS.2012.6352220