Accurate velocity estimation is essential for successful seismic depth migration. There is a need to quantify methods for determining the effect of velocity on depth migration since velocity errors will ultimately lead to improper positioning and poor focusing of migrated reflection events. We describe mathematical relationships between inaccurate input velocities and depth positional errors on the migrated section. Additionally, we perform sensitivity analysis for velocities derived from prestack depth migrations. As a final step, we examine the migration errors for realistic Canadian Foothills model seismograms. Results demonstrate that systematic velocity errors, rather than random errors, are problematic, especially with prestack depth migration. In practice, an iterative and interpretive approach is needed in order to refine images of complex folds and faults. Our results identify the need to quantify uncertainties in migrated images in order to help assess the risk involved in hydrocarbon exploration and development.
机构:
Univ Salerno, Dept Civil Engn, Via Giovanni Paolo II 132, I-84084 Fisciano, SA, ItalyUniv Salerno, Dept Civil Engn, Via Giovanni Paolo II 132, I-84084 Fisciano, SA, Italy
Rizzano, Gianvittorio
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Amadio, Claudio
Galdi, Vincenzo
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Univ Salerno, Dept Ind Engn, Via Giovanni Paolo II 132, I-84084 Fisciano, SA, ItalyUniv Salerno, Dept Civil Engn, Via Giovanni Paolo II 132, I-84084 Fisciano, SA, Italy
机构:
Univ Calif Los Angeles, Dept Stat, Los Angeles, CA 90095 USA
Univ Calif Los Angeles, Dept Comp Sci, Los Angeles, CA 90095 USA
IBM Res AI, Albany, NY USAUniv Calif Los Angeles, Dept Stat, Los Angeles, CA 90095 USA
Cinelli, Carlos
Kumor, Daniel
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Purdue Univ, Dept Comp Sci, W Lafayette, IN 47907 USA
IBM Res AI, Albany, NY USAUniv Calif Los Angeles, Dept Stat, Los Angeles, CA 90095 USA
Kumor, Daniel
Chen, Bryant
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Brex, San Francisco, CA USA
IBM Res AI, Albany, NY USAUniv Calif Los Angeles, Dept Stat, Los Angeles, CA 90095 USA
Chen, Bryant
Pearl, Judea
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Univ Calif Los Angeles, Dept Stat, Los Angeles, CA 90095 USA
Univ Calif Los Angeles, Dept Comp Sci, Los Angeles, CA 90095 USA
IBM Res AI, Albany, NY USAUniv Calif Los Angeles, Dept Stat, Los Angeles, CA 90095 USA
Pearl, Judea
Bareinboim, Elias
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Purdue Univ, Dept Comp Sci, W Lafayette, IN 47907 USA
IBM Res AI, Albany, NY USAUniv Calif Los Angeles, Dept Stat, Los Angeles, CA 90095 USA
Bareinboim, Elias
INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 97,
2019,
97