Automatic microseismic event picking via unsupervised machine learning

Iterative deblending of simultaneous-source data using a coherency-pass shaping operator

(2017) Shaohuan Zu et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

Hybrid rank-sparsity constraint model for simultaneous reconstruction and denoising of 3D seismic data

(2017) Dong Zhang et al.   GEOPHYSICS

Automatic noise-removal/signal-removal based on general cross-validation thresholding in synchrosqueezed domain and its application on earthquake data

(2017) S. Mostafa Mousavi et al.   GEOPHYSICS

Mathematical morphological filtering for linear noise attenuation of seismic data

(2017) Weilin Huang et al.   GEOPHYSICS

Data-driven multitask sparse dictionary learning for noise attenuation of 3D seismic data

(2017) Mohammad Amir Nazari Siahsar et al.   GEOPHYSICS

Three-Operator Proximal Splitting Scheme for 3-D Seismic Data Reconstruction

(2017) Yufeng Wang et al.   IEEE Geoscience and Remote Sensing Letters

Application of Principal Component Analysis in Weighted Stacking of Seismic Data

(2017) Jianyong Xie et al.   IEEE Geoscience and Remote Sensing Letters

Spectral Decomposition for Hydrocarbon Detection Based on VMD and Teager–Kaiser Energy

(2017) Wei Liu et al.   IEEE Geoscience and Remote Sensing Letters

Simultaneous Denoising and Interpolation of 3-D Seismic Data via Damped Data-Driven Optimal Singular Value Shrinkage

(2017) Mohammad Amir Nazari Siahsar et al.   IEEE Geoscience and Remote Sensing Letters

Spike-Like Blending Noise Attenuation Using Structural Low-Rank Decomposition

(2017) Yatong Zhou et al.   IEEE Geoscience and Remote Sensing Letters

Empirical Low-Rank Approximation for Seismic Noise Attenuation

(2017) Yangkang Chen et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Double Least-Squares Projections Method for Signal Estimation

(2017) Weilin Huang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Simultaneous denoising and interpolation of 2D seismic data using data-driven non-negative dictionary learning

(2017) Mohammad Amir Nazari Siahsar et al.   SIGNAL PROCESSING

Unveiling the signals from extremely noisy microseismic data for high-resolution hydraulic fracturing monitoring

(2017) Weilin Huang et al.   Scientific Reports

Hybrid Seismic Denoising Using Higher‐Order Statistics and Improved Wavelet Block Thresholding

(2016) S. Mostafa Mousavi et al.   BULLETIN OF THE SEISMOLOGICAL SOCIETY OF AMERICA

An open-source Matlab code package for improved rank-reduction 3D seismic data denoising and reconstruction

(2016) Yangkang Chen et al.   COMPUTERS & GEOSCIENCES

Separation of simultaneous sources using a structural-oriented median filter in the flattened dimension

(2016) Shuwei Gan et al.   COMPUTERS & GEOSCIENCES

Simultaneous denoising and reconstruction of 5-D seismic data via damped rank-reduction method

(2016) Yangkang Chen et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

Dip-separated structural filtering using seislet transform and adaptive empirical mode decomposition based dip filter

(2016) Yangkang Chen   GEOPHYSICAL JOURNAL INTERNATIONAL

Damped multichannel singular spectrum analysis for 3D random noise attenuation

(2016) Weilin Huang et al.   GEOPHYSICS

A simple method inspired by empirical mode decomposition for denoising seismic data

(2016) Julián L. Gómez et al.   GEOPHYSICS

Automatic microseismic denoising and onset detection using the synchrosqueezed continuous wavelet transform

(2016) S. Mostafa Mousavi et al.   GEOPHYSICS

A method for low-frequency noise suppression based on mathematical morphology in microseismic monitoring

(2016) Huijian Li et al.   GEOPHYSICS

Seismic imaging of incomplete data and simultaneous-source data using least-squares reverse time migration with shaping regularization

(2016) Zhiguang Xue et al.   GEOPHYSICS

A periodically varying code for improving deblending of simultaneous sources in marine acquisition

(2016) Shaohuan Zu et al.   GEOPHYSICS

Applications of variational mode decomposition in seismic time-frequency analysis

(2016) Wei Liu et al.   GEOPHYSICS

Simultaneous-Source Separation Using Iterative Seislet-Frame Thresholding

(2016) Shuwei Gan et al.   IEEE Geoscience and Remote Sensing Letters

Seismic Time–Frequency Analysis via Empirical Wavelet Transform

(2016) Wei Liu et al.   IEEE Geoscience and Remote Sensing Letters

Simultaneous Sources Separation via an Iterative Rank-Increasing Method

(2016) Yaru Xue et al.   IEEE Geoscience and Remote Sensing Letters

Adaptive noise estimation and suppression for improving microseismic event detection

(2016) S. Mostafa Mousavi et al.   JOURNAL OF APPLIED GEOPHYSICS

Weak signal detection using multiscale morphology in microseismic monitoring

(2016) Huijian Li et al.   JOURNAL OF APPLIED GEOPHYSICS

Multi-step damped multichannel singular spectrum analysis for simultaneous reconstruction and denoising of 3D seismic data

(2016) Dong Zhang et al.   Journal of Geophysics and Engineering

Continuous Wavelet Decomposition Algorithms for Automatic Detection of Compressional‐ and Shear‐Wave Arrival Times

(2015) Petros Bogiatzis et al.   BULLETIN OF THE SEISMOLOGICAL SOCIETY OF AMERICA

Comparison of the STA/LTA and power spectral density methods for microseismic event detection

(2015) Yoones Vaezi et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

Fast and automatic microseismic phase-arrival detection and denoising by pattern recognition and reduced-rank filtering

(2015) Danilo Velis et al.   GEOPHYSICS

Microseismic and seismic denoising via ensemble empirical mode decomposition and adaptive thresholding

(2015) Jiajun Han et al.   GEOPHYSICS

Random noise attenuation using local signal-and-noise orthogonalization

(2015) Yangkang Chen et al.   GEOPHYSICS

Radon transform-based microseismic event detection and signal-to-noise ratio enhancement

(2015) Juan I. Sabbione et al.   JOURNAL OF APPLIED GEOPHYSICS

Iterative deblending of simultaneous-source seismic data using seislet-domain shaping regularization

(2014) Yangkang Chen et al.   GEOPHYSICS

An effective noise-suppression technique for surface microseismic data

(2013) Farnoush Forghani-Arani et al.   GEOPHYSICS

Seismic data decomposition into spectral components using regularized nonstationary autoregression

(2013) Sergey Fomel   GEOPHYSICS

Empirical Wavelet Transform

(2013) Jerome Gilles   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Noncausal f–x–y regularized nonstationary prediction filtering for random noise attenuation on 3D seismic data

(2013) Guochang Liu et al.   JOURNAL OF APPLIED GEOPHYSICS

Microseismic data denoising using a 3C group sparsity constrained time-frequency transform

(2012) Ismael Vera Rodriguez et al.   GEOPHYSICS

Random noise attenuation using f-x regularized nonstationary autoregression

(2012) Guochang Liu et al.   GEOPHYSICS

Full-waveform based complete moment tensor inversion and source parameter estimation from downhole microseismic data for hydrofracture monitoring

(2011) Fuxian Song et al.   GEOPHYSICS

Petroleum reservoir characterization using downhole microseismic monitoring

(2010) S. C. Maxwell et al.   GEOPHYSICS

Automatic first-breaks picking: New strategies and algorithms

(2010) Juan I. Sabbione et al.   GEOPHYSICS

An improved method for hydrofracture-induced microseismic event detection and phase picking

(2010) Fuxian Song et al.   GEOPHYSICS