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Journal Article

Fault3DNnet: A lightweight 3D seismic fault detection network with bidirectional decoding

Zhanxin Tang, Bangyu Wu, Debo Ma
Journal: Geophysics
Published: 25 October 2024
Geophysics (2024) 89 (6): IM91–IM103.
DOI: https://doi.org/10.1190/geo2023-0712.1
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Journal Article

Self-supervised learning for efficient seismic facies classification

Khalil Chikhaoui, Motaz Alfarraj
Journal: Geophysics
Published: 02 September 2024
Geophysics (2024) 89 (5): IM61–IM76.
DOI: https://doi.org/10.1190/geo2023-0508.1
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Journal Article

Automated seismic semantic segmentation using attention U-Net

Haifa AlSalmi, Ahmed H. Elsheikh
Journal: Geophysics
Published: 11 December 2023
Geophysics (2024) 89 (1): WA247–WA263.
DOI: https://doi.org/10.1190/geo2023-0149.1
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Journal Article

TransInver: 3D data-driven seismic inversion based on self-attention

Kewen Li, Yimin Dou, Yuan Xiao, Ruilin Jing, Jianbing Zhu, Chengjie Ma
Journal: Geophysics
Published: 06 November 2023
Geophysics (2024) 89 (1): WA127–WA141.
DOI: https://doi.org/10.1190/geo2023-0144.1
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Journal Article

Estimating geotechnical parameters using semisupervised learning: An example from the Dutch offshore wind farm zone

Haibin Di, Nam Pham, Aria Abubakar
Journal: Geophysics
Published: 02 November 2023
Geophysics (2024) 89 (1): WA85–WA93.
DOI: https://doi.org/10.1190/geo2023-0054.1
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Book Chapter

Chapter 13. Biozonation of the Jurassic–lowermost Cretaceous of the North Sea region

Author(s)
Philip Copestake, Mark A. Partington
Book: Sequence Stratigraphy of the Jurassic–lowermost Cretaceous (Hettangian–Berriasian) of the North Sea Region
Series: Geological Society, London, Memoirs
Publisher: Geological Society of London
Published: 14 July 2023
DOI: 10.1144/M59-2022-61
EISBN: 9781786209498
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Abstract
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Abstract An updated, integrated biozonation scheme for the Jurassic (Hettangian)–lowermost Cretaceous (Upper Berriasian) of the North Sea Basin incorporates 49 palynology biozones plus subzones (based on dinocysts, spores and pollen) and 27 microfaunal zones plus subzones (based on foraminifera, radiolaria and ostracods) to provide the essential chronostratigraphic calibration of the defined sequences. The biozonation scheme is tied to standard ammonite zonal chronostratigraphy wherever possible. Parts of the biozonation scheme are also applicable to onshore UK (boreholes and outcrops), onshore Denmark (boreholes) and offshore Netherlands.

Journal Article

Deep-learning-based 3D fault detection for carbon capture and storage

Harpreet Kaur, Qie Zhang, Philipp Witte, Luming Liang, Long Wu, Sergey Fomel
Journal: Geophysics
Published: 15 June 2023
Geophysics (2023) 88 (4): IM101–IM112.
DOI: https://doi.org/10.1190/geo2022-0755.1
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Journal Article

Active learning with deep autoencoders for seismic facies interpretation

Ahmad Mustafa, Ghassan AlRegib
Journal: Geophysics
Published: 23 May 2023
Geophysics (2023) 88 (4): IM77–IM86.
DOI: https://doi.org/10.1190/geo2022-0353.1
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Journal Article

Semisupervised semantic segmentation for seismic interpretation

Lijing Wang, Frederic Joncour, Pierre-Emmanuel Barrallon, Thibault Harribey, Laurent Castanie, Sonia Yousfi, Sebastien Guillion
Journal: Geophysics
Published: 21 April 2023
Geophysics (2023) 88 (3): IM61–IM76.
DOI: https://doi.org/10.1190/geo2021-0365.1
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Journal Article

Residual learning with feedback for strong random noise attenuation in seismic data

Zhangquan Liao, Yong Li, Yingtian Liu, Yifan Yang, Yiming Zhang
Journal: Geophysics
Published: 06 January 2023
Geophysics (2023) 88 (1): V45–V57.
DOI: https://doi.org/10.1190/geo2021-0621.1
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Journal Article

Physically Constrained 2D Joint Inversion of Surface and Body Wave Tomography

Mohammadkarim Karimpour, Evert Cornelis Slob, Laura Valentina Socco
Published: 06 September 2022
Journal of Environmental and Engineering Geophysics (2022) 27 (2): 57–71.
DOI: https://doi.org/10.32389/JEEG21-031
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Journal Article

Potential for CO 2 sequestration in saline formations in the western offshore Netherlands: A preliminary study—Expanding carbon capture and storage beyond depleted fields

Alexandra Siebels, André Bults, Michael Nolten, Jon Wierenga, Harry Doust, John Verbeek
Journal: AAPG Bulletin
Published: 01 September 2022
AAPG Bulletin (2022) 106 (9): 1855–1876.
DOI: https://doi.org/10.1306/02252221018
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Journal Article

8. MAN AND THE TERRESTRIAL MILIEU

Lourens G.M. Baas Becking, Alexander J.P. Raat, (Ed.)
Published: 01 April 2022
Geochemical Perspectives (2022) 11 (1): 140–152.
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Journal Article

Deep learning for automated seismic facies classification

Ekaterina Tolstaya, Anton Egorov
Journal: Interpretation
Published: 14 March 2022
Interpretation (2022) 10 (2): SC31–SC40.
DOI: https://doi.org/10.1190/INT-2021-0140.1
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Journal Article

Facies prediction with Bayesian inference: Application of supervised and semisupervised deep learning

Sagar Singh, Ilya Tsvankin, Ehsan Zabihi Naeini
Journal: Interpretation
Published: 03 March 2022
Interpretation (2022) 10 (2): T279–T290.
DOI: https://doi.org/10.1190/INT-2021-0104.1
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View PDF for article title, Facies prediction with Bayesian inference: Application of supervised and semisupervised deep learning
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Journal Article

Seismic depositional sequence characterization by using enhanced multichannel variational-mode decomposition

Yajun Tian, Jinghuai Gao
Journal: Interpretation
Published: 01 December 2021
Interpretation (2022) 10 (1): T103–T115.
DOI: https://doi.org/10.1190/INT-2021-0092.1
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Journal Article

Uncertainty quantification in fault detection using convolutional neural networks

Runhai Feng, Dario Grana, Niels Balling
Journal: Geophysics
Published: 19 March 2021
Geophysics (2021) 86 (3): M41–M48.
DOI: https://doi.org/10.1190/geo2020-0424.1
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Journal Article

Near-surface diffractor detection at archaeological sites based on an interferometric workflow

Jianhuan Liu, Deyan Draganov, Ranajit Ghose, Quentin Bourgeois
Journal: Geophysics
Published: 11 March 2021
Geophysics (2021) 86 (3): WA1–WA11.
DOI: https://doi.org/10.1190/geo2020-0142.1
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Journal Article

Automatic seismic facies interpretation using supervised deep learning

Haoran Zhang, Tiansheng Chen, Yang Liu, Yuxi Zhang, Jiong Liu
Journal: Geophysics
Published: 11 January 2021
Geophysics (2021) 86 (1): IM15–IM33.
DOI: https://doi.org/10.1190/geo2019-0425.1
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Journal Article

Harvesting geothermal energy with low unit cost installations

Paul de Groot, Andre Mol, Edo Veenstra
Journal: The Leading Edge
Published: 01 December 2020
The Leading Edge (2020) 39 (12): 901–908.
DOI: https://doi.org/10.1190/tle39120901.1
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