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   Articles with "avo inversion" as a keyword



AVO Inversion Based on Closed-Loop Multitask Conditional Wasserstein Generative Adversarial Network

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recommendations! Published in 2023 at "IEEE Transactions on Geoscience and Remote Sensing"

DOI: 10.1109/tgrs.2023.3260908

Abstract: Neural networks are commonly used for poststack and prestack seismic inversion. With sufficient labeled data, the neural network-based seismic inversion results are more accurate than that use traditional seismic inversion methods. However, in the case… read more here.

Keywords: inversion; avo inversion; tex math; inline formula ... See more keywords

Seismic PP-Wave AVO Inversion Method for VTI Media Based on Double Discriminator Conditional Generative Adversarial Networks

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recommendations! Published in 2024 at "IEEE Transactions on Geoscience and Remote Sensing"

DOI: 10.1109/tgrs.2024.3462098

Abstract: Elastic parameters play pivotal roles in geophysics, with seismic amplitude variation with offset (AVO) inversion being a common method for obtaining the parameters. In contrast to isotropic media, vertical transversely isotropic (VTI) media, which introduce… read more here.

Keywords: conditional generative; method; vti media; avo inversion ... See more keywords

Fluid Discrimination Based on Frequency-Dependent AVO Inversion with the Elastic Parameter Sensitivity Analysis

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recommendations! Published in 2019 at "Geofluids"

DOI: 10.1155/2019/8750127

Abstract: Fluid discrimination is an extremely important part of seismic data interpretation. It plays an important role in the refined description of hydrocarbon-bearing reservoirs. The conventional AVO inversion based on Zoeppritz’s equation shows potential in lithology… read more here.

Keywords: fluid; dispersion; fluid discrimination; avo inversion ... See more keywords

Joint anisotropic AVO inversion of PP and PS seismic data

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recommendations! Published in 2017 at "Geophysics"

DOI: 10.1190/geo2016-0516.1

Abstract: With the increase in exploration target complexity, more parameters are required to describe subsurface properties, particularly for finely stratified reservoirs with vertical transverse isotropic (VTI) features. We develop an anisotropic amplitude variation with offset (AVO)… read more here.

Keywords: anisotropic avo; inversion; seismic data; avo inversion ... See more keywords