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Curvelet-based ground roll removal Yarham, Carson; Boeniger, Urs; Herrmann, Felix J.
Abstract
We have effectively identified and removed ground roll through a twostep process. The first step is to identify the major components of the ground roll through various methods including multiscale separation, directional or frequency filtering or by any other method that identifies the ground roll. Given this estimate for ground roll, the recorded signal is separated during the second step through a block-coordinate relaxation method that seeks the sparsest set for weighted curvelet coefficients of the ground roll and the sought-after reflectivity. The combination of these two methods allows us to separate out the ground roll signal while preserving the reflector information. Since our method is iterative, we have control of the separation process. We successfully tested our algorithm on a real data set with a complex ground roll and reflector structure.
Item Metadata
Title |
Curvelet-based ground roll removal
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Creator | |
Contributor | |
Publisher |
Society of Exploration Geophysicists
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Date Issued |
2006
|
Description |
We have effectively identified and removed ground roll through a twostep
process. The first step is to identify the major components of the
ground roll through various methods including multiscale separation,
directional or frequency filtering or by any other method that identifies
the ground roll. Given this estimate for ground roll, the recorded
signal is separated during the second step through a block-coordinate
relaxation method that seeks the sparsest set for weighted curvelet coefficients
of the ground roll and the sought-after reflectivity. The combination
of these two methods allows us to separate out the ground roll
signal while preserving the reflector information. Since our method is
iterative, we have control of the separation process. We successfully
tested our algorithm on a real data set with a complex ground roll and
reflector structure.
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Extent |
1111076 bytes
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Subject | |
Genre | |
Type | |
File Format |
application/pdf
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Language |
eng
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Date Available |
2008-03-07
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Provider |
Vancouver : University of British Columbia Library
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Rights |
All rights reserved
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DOI |
10.14288/1.0107402
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URI | |
Affiliation | |
Citation |
Yarham, Carson, Boeniger, Urs, Herrmann, Felix J. 2006. Curvelet-based ground roll removal. SEG Extended Abstracts.
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Peer Review Status |
Unreviewed
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Scholarly Level |
Graduate; Faculty
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Copyright Holder |
Herrmann, Felix J.
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Aggregated Source Repository |
DSpace
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All rights reserved