DocumentCode
2228896
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
fYear
2012
fDate
22-27 July 2012
Firstpage
6079
Lastpage
6082
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
Conference_Location
Munich
ISSN
2153-6996
Print_ISBN
978-1-4673-1160-1
Electronic_ISBN
2153-6996
Type
conf
DOI
10.1109/IGARSS.2012.6352220
Filename
6352220
Link To Document