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Volume 89, Number 1
January 2024
Geophysics Cover Image for Volume 89, Issue 1
ISSN: 0016-8033
EISSN: 1942-2156

Editor's corner

This issue of Geophysics
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GEOPHYSICS Letters

Why projection over convex sets works and how to make it better
Matteo Ravasi; Nick Luiken
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Streaming seismic attributes
Zhicheng Geng; Sergey Fomel; Yang Liu; Qinghan Wang; Zhisheng Zheng; Yangkang Chen
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Case Histories

Using a dynamic representation of sedimentary structural features in prestack inversion: A case study in a tight sandstone in the Sichuan Basin
Ting Chen; Yaojun Wang; Hanpeng Cai; Bangli Zou; Gang Yu; Yalin Li; Guangmin Hu
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Deep structural controls on the distribution of carbonate reservoirs and overburden heterogeneity in Central Luconia province, offshore Borneo revealed by 3D anisotropic inversion of regi...
Joanna H. W. Kho; Max A. Meju; Roger V. Miller; Ahmad Shahir Saleh
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Three-dimensional resistivity structure in Toya caldera region, Southwest Hokkaido, Japan — Constraints on magmatic and geothermal activities
Shogo Komori; Shinichi Takakura; Yuji Mitsuhata; Toshiyuki Yokota; Toshihiro Uchida; Masahiko Makino; Yosuke Kato; Kazuya Yamamoto
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Anisotropy

Tuning effects of a thin layer with triclinic anisotropy
Song Jin; Xiangyun Hu; Xuelei Li; Alexey Stovas
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Simplified TTI pure qP-wave equation implemented in the space domain and applied for reverse time migration in TTI media
Lucas S. Bitencourt; Reynam C. Pestana
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Borehole Geophysics

A deep-learning approach for dynamic region merging applied to feature extraction from borehole microresistivity images
Gang Long; Jinsong Shen; Yaxi Li; Lei Wang
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A method for transforming aliased modes to true modes based on density clustering and Riemann sheets selection in acoustic logging dispersion inversion
Chao Zhang; Da Chen; Hengshan Hu; Jun Wang; Xiaodong He
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Lithofacies identification from well-logging curves via integrating prior knowledge into deep learning
Chunbi Jiang; Dongxiao Zhang
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Axial resolution enhancement of borehole acoustic measurements via inversion-based interpretation supported with ultrasonic data
Jingxuan Liu; Ali Eghbali; Carlos Torres-Verdín
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Effect of flow patterns and velocity field on oil-water two-phase flow rate in horizontal wells
Yuyan Wu; Haimin Guo; Rui Deng; Hongwei Song
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Rock-physics-guided machine learning for shear sonic log prediction
Luanxiao Zhao; Jingyu Liu; Minghui Xu; Zhenyu Zhu; Yuanyuan Chen; Jianhua Geng
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Electrical and Electromagnetic Methods

A divergence-free vector finite-element method for efficient 3D magnetotelluric forward modeling
Yongfei Wang; Rongwen Guo; Jianxin Liu; Jian Li; Rong Liu; Hang Chen; Xun Cao; Zihui Yin; Chuanghua Cao
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Gauss-Newton inversion with node-based basis functions: Application to imaging of seabed minerals in an area with rough bathymetry
Rune Mittet; Anna Avdeeva
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Geophysical Software and Algorithms

Deep learning-based multifrequency ground penetrating radar data merging
G. Roncoroni; E. Forte; I. Santin; M. Pipan
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Supplementary data
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SimStr: A C++ program for offshore seismic towed-streamer positioning data simulation
Chufeng Duan; Haonan Zhang; Cuilin Kuang; Wenkun Yu; Baocai Yang
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PyMERRY: A Python solution for an improved interpretation of electrical resistivity tomography images
Maxime Gautier; Stéphanie Gautier; Rodolphe Cattin
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Near-surface and Urban Geophysics

Robust quantitative estimation of the seismic attenuation from shallow geotechnical borehole VSP data
Maher Nasr; Bernard Giroux; Gabriel Fabien-Ouellet; Christophe Vergniault; Cyril Simon
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Rockfall alarm system for railway monitoring: Integrating seismic detection, localization, and characterization
Théo Rebert; Caifang Cai; Amélie Hallier; Thomas Bardainne
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Passive Seismic and Microseismic Methods

Evaluating the effects of velocity models and array configuration on induced seismic event locations in the Permian Basin
Xinding Fang; Tianrun Chen; Siwei Li; Nick Brooks; George Knapo; Alan R. Huffman; Tony Lupo; Rachel Storniolo
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Reservoir Geophysics

Numerical simulation of fracture temperature field distribution during oil and gas reservoir hydraulic fracturing based on unsteady wellbore temperature field model
Lingdong Meng; Xiaoling Zhang; Yejun Jin; Kun Yan; Song Li
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Rock Physics

A simple and accurate model for attenuation and dispersion caused by squirt flow in isotropic porous rocks
Yury Alkhimenkov; Beatriz Quintal
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Digital rock advances from a material point method approach for simulation of frame moduli and a sedimentary petrology-inspired method for creation of synthetic samples through simulation...
Robert H. Lander; Jennie E. Cook; James Guilkey; Abdulla Kerimov; Linda M. Bonnell; Laurel B. Goodwin
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Frequency-dependent velocities and attenuations in fluid-saturated rocks: Fractures aligned in isotropic medium with random pore shape
Lingyi He; Bangrang Di; Pinbo Ding; Jianxin Wei
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A new nuclear magnetic resonance-based permeability model based on two pore structure characterization methods for complex pore structure rocks: Permeability assessment in Nanpu Sag, China
Weibiao Xie; Qiuli Yin; Lifeng Wu; Fan Yang; Jianbin Zhao; Guiwen Wang
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Seismic Amplitudes and Attributes

Seismic attribute-assisted seismic fault interpretation
Bo Zhang; Yanghua Wang
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Seismic Inversion

Constrained nonlinear amplitude-variation-with-offset inversion for reservoir dynamic changes estimation from time-lapse seismic data
Nisar Ahmed; Wiktor Waldemar Weibull; Dario Grana; Tuhin Bhakta
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Joint data-driven and physics-driven prestack amplitude-variation-with-angle elastic parameter inversion
Shuliang Wu; Yingying Wang; Qingping Li; Zhiliang He; Jianhua Geng
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Coherence-enhancing anisotropic diffusion filter for 3D high-resolution reconstruction of P-wave velocity and density using full-waveform inversion: Application to a North Sea ocean botto...
Ludovic Métivier; Romain Brossier; Alexandre Hoffmann; Jean-Marie Mirebeau; Giuseppe Provenzano; Alizia Tarayoun; Peng Yong
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Complex spherical-wave seismic inversion in anelastic media for the P-wave minimum quality factor
Guangsen Cheng; Chuanlin He; Zhaoyun Zong; Zhanyuan Liang; Xingyao Yin; Xiaoyu Zhang
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Seismic Migration

Q-compensated wavefield depth extrapolation-based migration using a viscoacoustic wave equation
Jiachun You; Wei Liu; Xingguo Huang; Yajuan Xue; Junxing Cao
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A stable Q-compensated reverse-time migration method using a modified fractional viscoacoustic wave equation
Yabing Zhang; Tongjun Chen; Hejun Zhu; Yang Liu
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Efficient extended least-squares reverse time migration based on an excitation amplitude imaging condition
Sumin Kim; Seung-Goo Kang; Yeonjin Choi; Wookeen Chung
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Frequency-dependent Q simulation and viscoacoustic reverse time migration based on the fractional Zener model
Yabing Zhang; Hejun Zhu; Yang Liu; Tongjun Chen
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Seismic reverse time migration based on biaxial wavefield decomposition
Qiang Xu; Yanghua Wang
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Improving image resolution using deabsorption prestack time migration with effective Q estimation: A back-propagation network approach
Jizhong Wu; Ying Shi; Weihong Wang; Songling Li; Qianqian Yang
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Monochromatic wave equation reflection traveltime inversion
Jianhua Wang; Liangguo Dong; Jianhua Wang; Jizhong Yang; Yilin Wang
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Multi-image, reverse time, and Kirchhoff migrations with compact Green’s functions
Carlos Cunha; Gerson Ritter; Alexandre Sardinha; Bruno Pereira Dias; Claudio Guerra; Fernanda Thedy; Nelson Hargreaves; Rodrigo Coacci
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Improving prestack time migration by introducing a new velocity-related parameter: Parameter picking and 3D real data application
Jincheng Xu; Jianfeng Zhang
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Seismic Modeling and Wave Propagation

Modeling the seismic wavefield of moving marine vibrator source
Khalid Almuteri; Jeffrey Shragge; Paul Sava
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Seismic Velocities and Traveltimes

Converted-wave reflection traveltime inversion with free-surface multiples for ocean-bottom-node data
Tengfei Wang; Xueyi Liu; Jiubing Cheng
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Eikonal-equation-based characteristic reflection traveltime tomography
Jianming Zhang; Liangguo Dong; Jianhua Wang; Jianhua Wang; Yilin Wang; Chao Huang
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Signal Processing

Ground-roll attenuation using polarization characteristics of complex vector seismic data
Sheng Liu; Yijun Yuan; Zhaohui Cheng; Tao Wei
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Generalized internal multiple prediction for low relief structures
Dongliang Zhang; Constantinos Tsingas; Mohammed S. Almubarak; Hong Liang
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Borehole-driven sparse-spike deconvolution and seismic bandwidth enhancement
Daniel O. Pérez; Gabriel R. Gelpi; Danilo R. Velis
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Sparse prior-net: A sparse prior-based deep network for seismic data interpolation
Mengyi Wu; Lihua Fu; Wenqian Fang; Jiajia Cao
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A convergent alternating projections onto convex sets method for data reconstruction
Yimin Sun; Quentin Hirsch
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Generative interpolation via a diffusion probabilistic model
Qi Liu; Jianwei Ma
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Special Section: Latest advancements in machine learning for geophysics

Latest advancements in machine learning for geophysics — Introduction
Haibin Di; Wenyi Hu; Aria Abubakar; Pandu Devarakota; Weichang Li; Yaoguo Li
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A class-rebalancing self-training semisupervised learning for imbalanced data lithology identification
Shitao Yin; Xiaochun Lin; Zhifeng Zhang; Xiang Li
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Explainable machine learning for hydrocarbon prospect risking
Ahmad Mustafa; Klaas Koster; Ghassan AlRegib
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Automated picking of seismic first arrivals using a single- to multidomain self-trained network
Mitsuyuki Ozawa
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Integrating self-supervised denoising in inversion-based seismic deblending
Nick Luiken; Matteo Ravasi; Claire Birnie
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Combining unsupervised deep learning and Monte Carlo dropout for seismic data reconstruction and its uncertainty quantification
Gui Chen; Yang Liu
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Feature-based magnetotelluric inversion by variational autoencoder using a subdomain encoding scheme
Hongyu Zhou; Rui Guo; Maokun Li; Fan Yang; Shenheng Xu; Aria Abubakar
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Estimating geotechnical parameters using semisupervised learning: An example from the Dutch offshore wind farm zone
Haibin Di; Nam Pham; Aria Abubakar
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Applications of deep neural networks in exploration seismology: A technical survey
S. Mostafa Mousavi; Gregory C. Beroza; Tapan Mukerji; Majid Rasht-Behesht
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Extracting crucial microstructures to characterize the elastic wave velocity and resistivity of Berea sandstone using convolutional neural networks
Kazuki Sawayama; Takeshi Tsuji; Koki Shige
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TransInver: 3D data-driven seismic inversion based on self-attention
Kewen Li; Yimin Dou; Yuan Xiao; Ruilin Jing; Jianbing Zhu; Chengjie Ma
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Removing abnormal environmental noise in nodal land seismic data using deep learning
Xiaobin Li; Qiaomu Qi; Yuyong Yang; Pengfei Duan; Zhonglin Cao
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Machine learning for seismic exploration: Where are we and how far are we from the holy grail?
Farbod Khosro Anjom; Francesco Vaccarino; Laura Valentina Socco
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Deep learning with soft attention mechanism for small-scale ground roll attenuation
Liuqing Yang; Sergey Fomel; Shoudong Wang; Xiaohong Chen; Yangkang Chen
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Multiple-frequency attribute blending via adaptive uniform manifold approximation and projection and its application on hydrocarbon reservoir delineation
Naihao Liu; Zezhou Zhang; Haoran Zhang; Zhiguo Wang; Jinghuai Gao; Rongchang Liu; Nan Zhang
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Seismic attribute analysis with a combination of convolutional autoencoder and random forest in a turbidite reservoir
Qiannan Wang; Zhiguo Wang; Dengliang Gao; Zhaoqi Gao; Junxiong Jia; Jianbing Zhu; Jinghuai Gao
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Stochastic inversion of geophysical data by a conditional variational autoencoder
Wallace Anderson McAliley; Yaoguo Li
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An in-depth study of U-net for seismic data conditioning: Multiple removal by moveout discrimination
Ricard Durall; Ammar Ghanim; Norman Ettrich; Janis Keuper
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Automated seismic semantic segmentation using attention U-Net
Haifa AlSalmi; Ahmed H. Elsheikh
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Paleokarst caves recognition from seismic response simulation to convolutional neural network detection
Donglin Zhu; Rui Guo; Xiangwen Li; Lei Li; Shifan Zhan; Chunfeng Tao; Yingnan Gao
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A deep learning benchmark for first break detection from hardrock seismic reflection data
Pierre-Luc St-Charles; Bruno Rousseau; Joumana Ghosn; Gilles Bellefleur; Ernst Schetselaar
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A deep-learning framework for borehole formation properties prediction using heterogeneous well-logging data: A case study of a carbonate reservoir in the Gaoshiti-Moxi area, Sichuan Basi...
Lei Lin; Hong Huang; Pengyun Zhang; Weichao Yan; Hao Wei; Hang Liu; Zhi Zhong
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Self-supervised learning waveform inversion for seismic forward prospecting in tunnels: A case study in Pearl River Delta Water Resources Allocation Project in China
Yuxiao Ren; Jiansen Wang; Qingyang Wang; Senlin Yang
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Deep learning for high-resolution multichannel seismic impedance inversion
Yang Gao; Hao Li; Guofa Li; Pengpeng Wei; Huiqing Zhang
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Special Section: Geophysics for critical minerals

Geophysics for critical minerals — Introduction
Guoqiang Xue; Changchun Yin; James Macnae; Leiv-J. Gelius; Xiangyun Hu
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Constraints and insights into the tectonics of the Bayan Obo deposit from the shallow velocity structure
Dengda Zhu; Jian Wang; Lanfang He; Weiying Chen; Kuifeng Yang; Xiaochun Li; Guoqiang Xue; Hongrui Fan; Ya Xu; Lili Zhang; Song Huang; Yibo Wang; Jien Zhang; Xiaobo Tian; Liang Zhao; Yun Liu; Zhanquan Liu; Yonggang Zhao; Zhanfeng Yang; Xianhua Li
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Detecting and recovering critical mineral resource systems using broadband total-field airborne natural source audio frequency magnetotellurics measurements
Alexander Prikhodko; Andrei Bagrianski; Robert Wilson; Sergey Belyakov; Nurganym Esimkhanova
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Geophysical exploration strategy for Cu-Ni-Co deposits in China: A review
Xue Guoqiang; Zhou Nannan; Su Benxun; Zhang Aikui; Yang Yanchen; Mo Jiangping; Wu Xin
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Integrating earthquake-based passive seismic methods in mineral exploration: Case study from the Gerolekas bauxite mining area, Greece
Katerina Polychronopoulou; Michal Malinowski; Marta Cyz; Nikos Martakis; George Apostolopoulos; Deyan Draganov
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Determining the location of the Bayan Obo rare earth elements mineralization body by the transfer learning method
Guoqiang Xue; Pengfei Lv; Weiying Chen; Xiaochun Li; Ya Xu; XinWu Wu; Jian Wang; Yonggang Zhao; Xianhua Li
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Three-dimensional cooperative inversion of airborne magnetic and gravity gradient data using deep-learning techniques
Yanyan Hu; Xiaolong Wei; Xuqing Wu; Jiajia Sun; Yueqin Huang; Jiefu Chen
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Reflection seismic imaging of subsurface geologic structures in the Bayan Obo mining area, China
Yikang Zheng; Yibo Wang; Jien Zhang; Ya Xu; Liang Zhao
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