Application of spectral decomposition and neural networks to characterise deep turbidite systems in the outer fold and thrust belt of the Niger Delta

Aminu Muslim B.; Ojo Samuel B.

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Application of spectral decomposition and neural networks to characterise deep turbidite systems in the outer fold and thrust belt of the Niger Delta

机译：光谱分解和神经网络在表征尼日尔三角洲外褶皱和逆冲带深层浊积岩系统中的应用

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We have applied a wavelet-based spectral decomposition scheme and a multi-layered feed-forward neural network to interpret turbidite depositional systems from three-dimensional reflection seismic data and well logs for a prospective hydrocarbon zone in the outer fold and thrust belt of the Niger Delta. The goal was to overcome difficulties in interpreting depositional systems from deep sections of the Field, occasioned by loss of seismic resolution with depth and the sparse distribution of wells.

机译：我们已经应用了基于小波的频谱分解方案和多层前馈神经网络，从三维反射地震数据和尼日尔外褶皱和逆冲带潜在油气区的测井资料解释浊积岩沉积系统。三角洲。目的是克服在解释油田深层沉积系统时遇到的困难，这种困难是由于地震分辨率随深度而损失以及井的稀疏分布而引起的。

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来源
《Geophysical Prospecting》 |2018年第4期|736-752|共17页
作者
Aminu Muslim B.; Ojo Samuel B.;
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作者单位

Adekunle Ajasin Univ, Akungba Akoko 342111, Nigeria;

Obafemi Awolowo Univ, Ife 220282, Nigeria;

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正文语种 eng
中图分类
关键词
Spectral decomposition; Interpretation; Neural networks; Turbidite systems; 3D seismic data;

机译：光谱分解;解释;神经网络;浊度系统;3D地震数据;

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1. Handling natural complexity in three-dimensional geomechanical restoration, with application to the recent evolution of the outer fold and thrust belt, deep-water Niger Delta [J] . Pauline Durand-Riard, Chris Guzofski, Guillaume Caumon AAPG Bulletin . 2013,第1期

机译：处理三维地质力学修复中的自然复杂性，并将其应用于最近的外褶皱和逆冲带演化，深水尼日尔三角洲
2. Structural and stratigraphic characteristics on distal parts of the outer fold and thrust belt of southern Niger Delta, Nigeria [J] . Nyantakyi E. K., Li Tao, Hu WangShui, Arabian journal of geosciences . 2015,第9期

机译：尼日利亚尼日尔三角洲南部外褶皱和逆冲带末端的结构和地层特征
3. Structural and stratigraphic characteristics on distal parts of the outer fold and thrust belt of southern Niger Delta, Nigeria [J] . Nyantakyi E. K., Li Tao, Hu WangShui, Arabian journal of geosciences . 2015,第9期

机译：尼日利亚尼日尔三角洲南部外褶皱和逆冲带末端的结构和地层特征
4. Evaluation of the Prospectivity in the Outer Fold hrust Belt, Deep Water Niger Delta [C] . N.A. McCabe, S.R. Freeman EAGE Conference Exhibition . 2009

机译：外褶散热带中的前瞻性评价，深水尼日尔三角洲
5. Reflection seismic interpretation of deepwater fold-thrust structures, Niger Delta. [D] . Akingbade, Atinuke Olubunmi. 2004

机译：尼日尔三角洲深水褶皱-冲断构造的反射地震解释。
6. The Analysis of the Urban Sprawl Measurement System of the Yangtze River Economic Belt Based on Deep Learning and Neural Network Algorithm [O] . Huafang Huang, Xiaomao Wu, Xianfu Cheng 2020

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7. Relations between fault surface morphology and volume structure: 3-D seismic attribute analysis deepwater Niger Delta fold and thrust belt. [O] . Jibrin Babangida 2012

机译：断层面形态与体积结构的关系：三维地震属性分析深水尼日尔三角洲褶皱和逆冲带。
8. Application of High Resolution Topography and Remote Sensing: Imagery to the Kinematics of Fold-and-Thrust Belts [R] . Rubin, Charles 1997

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Application of spectral decomposition and neural networks to characterise deep turbidite systems in the outer fold and thrust belt of the Niger Delta

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