Automated First-Arrival Picking and Source Localization of Microseismic Events Using OVMD-WTD and Fractal Box Dimension Analysis
Microseismic monitoring has become a critical technology for hydraulic fracturing in unconventional oil and gas reservoirs, owing to its high temporal and spatial resolution. It plays a pivotal role in tracking fracture propagation and evaluating stimulation effectiveness. However, the automatic pic...
| Published in: | Fractal and Fractional |
|---|---|
| Main Authors: | Guanqun Zhou, Shiling Luo, Yafei Wang, Yongxin Gao, Xiaowei Hou, Weixin Zhang, Chuan Ren |
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2025-08-01
|
| Subjects: | |
| Online Access: | https://www.mdpi.com/2504-3110/9/8/539 |
Similar Items
Mine Water Inflow Prediction Using a CEEMDAN-OVMD-Transformer Model
by: Yang Li, et al.
Published: (2025-09-01)
by: Yang Li, et al.
Published: (2025-09-01)
Impact-Type Sunflower Yield Sensor Signal Denoising Method Based on CEEMD-WTD
by: Shuai Wang, et al.
Published: (2023-01-01)
by: Shuai Wang, et al.
Published: (2023-01-01)
Optimization and Quality Assessment of Arrival Time Picking for Downhole Microseismic Events
by: Jiaxuan Leng, et al.
Published: (2022-05-01)
by: Jiaxuan Leng, et al.
Published: (2022-05-01)
Research on microseismic denoising method based on CBDNet
by: Jianchao Lin, et al.
Published: (2023-12-01)
by: Jianchao Lin, et al.
Published: (2023-12-01)
Wavelet Transform-Based Fuzzy Clustering Microseismic First-Arrival Picking Method
by: Tingting Lin, et al.
Published: (2023-01-01)
by: Tingting Lin, et al.
Published: (2023-01-01)
Research on microseismic source localization based on optimized leading wolfpack algorithm
by: LI Xiaoyan, et al.
Published: (2024-04-01)
by: LI Xiaoyan, et al.
Published: (2024-04-01)
Parallel Processing Method for Microseismic Signal Based on Deep Neural Network
by: Chunchi Ma, et al.
Published: (2023-02-01)
by: Chunchi Ma, et al.
Published: (2023-02-01)
Automatic picking method of microseismic first arrival time based on improved support vector machine
by: LI Tieniu, et al.
Published: (2023-03-01)
by: LI Tieniu, et al.
Published: (2023-03-01)
Three-Component Microseismic Data Denoising Based on Re-Constrain Variational Mode Decomposition
by: Zhili Chen, et al.
Published: (2021-11-01)
by: Zhili Chen, et al.
Published: (2021-11-01)
Reliable Denoising Strategy to Enhance the Accuracy of Arrival Time Picking of Noisy Microseismic Recordings
by: Xiaohui Zhang, et al.
Published: (2023-11-01)
by: Xiaohui Zhang, et al.
Published: (2023-11-01)
Denoising Method for Microseismic Signals with Convolutional Neural Network Based on Transfer Learning
by: Xuegui Li, et al.
Published: (2023-05-01)
by: Xuegui Li, et al.
Published: (2023-05-01)
Research on microseismic event imaging based on waveform clustering analysis
by: Li Dewei, et al.
Published: (2022-02-01)
by: Li Dewei, et al.
Published: (2022-02-01)
Microseismic clustering degree: concept, algorithm and application of five-dimensional index of microseismic spatiotemporal evolution
by: Xianjie HAO, et al.
Published: (2025-06-01)
by: Xianjie HAO, et al.
Published: (2025-06-01)
An Improved Microseismic Signal Denoising Method of Rock Failure for Deeply Buried Energy Exploration
by: Shibin Tang, et al.
Published: (2023-02-01)
by: Shibin Tang, et al.
Published: (2023-02-01)
The CGAS Deep Learning Algorithm for P-Wave Arrival Time Picking of Mining Microseismic Events
by: Hao Luo, et al.
Published: (2023-01-01)
by: Hao Luo, et al.
Published: (2023-01-01)
Investigation of Microseismic Characteristics of Rock Burst Based on Fractal Theory
by: Ping Wang, et al.
Published: (2023-04-01)
by: Ping Wang, et al.
Published: (2023-04-01)
GA-PSO Algorithm for Microseismic Source Location
by: Yaning Han, et al.
Published: (2025-02-01)
by: Yaning Han, et al.
Published: (2025-02-01)
Microseismic Electronic Fencing for Monitoring of Transboundary Mining in Mines
by: Jianbiao Yang, et al.
Published: (2024-11-01)
by: Jianbiao Yang, et al.
Published: (2024-11-01)
Intelligent Diagnosis of Rolling Bearing Based on ICEEMDAN-WTD of Noise Reduction and Multi-Strategy Fusion Optimization SCNs
by: Kun Li, et al.
Published: (2024-01-01)
by: Kun Li, et al.
Published: (2024-01-01)
Optimal Network Design for Microseismic Monitoring in Urban Areas - A Case Study in Munich, Germany
by: Sabrina Keil, et al.
Published: (2023-10-01)
by: Sabrina Keil, et al.
Published: (2023-10-01)
Enhancing microseismic event detection with TransUNet: A deep learning approach for simultaneous pickings of P-wave and S-wave first arrivals
by: Kun Chen, et al.
Published: (2025-06-01)
by: Kun Chen, et al.
Published: (2025-06-01)
EEMD and Multiscale PCA-Based Signal Denoising Method and Its Application to Seismic P-Phase Arrival Picking
by: Kang Peng, et al.
Published: (2021-08-01)
by: Kang Peng, et al.
Published: (2021-08-01)
Research on microseismic signal denoising based on variational mode decomposition and wavelet energy entropy
by: Sun Yuan, et al.
Published: (2019-12-01)
by: Sun Yuan, et al.
Published: (2019-12-01)
A Microseismic Phase Picking and Polarity Determination Model Based on the Earthquake Transformer
by: Ling Peng, et al.
Published: (2025-03-01)
by: Ling Peng, et al.
Published: (2025-03-01)
A three-dimensional microseismic downhole noise suppression based on polarization filtering method in Shearlet transform
by: Li Han, et al.
Published: (2023-06-01)
by: Li Han, et al.
Published: (2023-06-01)
Optimization and Numerical Verification of Microseismic Monitoring Sensor Network in Underground Mining: A Case Study
by: Chenglu Hou, et al.
Published: (2024-11-01)
by: Chenglu Hou, et al.
Published: (2024-11-01)
Estimation of the Relative Arrival Time of Microseismic Events Based on Phase-Only Correlation
by: Peng Wang, et al.
Published: (2018-09-01)
by: Peng Wang, et al.
Published: (2018-09-01)
Signal Enhancement for Downhole Microseismic Data Using Improved Attention Mechanism Based on Autoencoder Network
by: Wenxuan Ge, et al.
Published: (2024-01-01)
by: Wenxuan Ge, et al.
Published: (2024-01-01)
Detection and Denoising of Microseismic Events Using Time–Frequency Representation and Tensor Decomposition
by: Naveed Iqbal, et al.
Published: (2018-01-01)
by: Naveed Iqbal, et al.
Published: (2018-01-01)
Using Fuzzy C-Means Clustering to Determine First Arrival of Microseismic Recordings
by: Xiangyun Zhao, et al.
Published: (2024-03-01)
by: Xiangyun Zhao, et al.
Published: (2024-03-01)
Interpretable real-time monitoring of short-term rockbursts in underground spaces based on microseismic activities
by: Mohammad Hossein Kadkhodaei, et al.
Published: (2025-01-01)
by: Mohammad Hossein Kadkhodaei, et al.
Published: (2025-01-01)
An Expert Artificial Intelligence Model for Discriminating Microseismic Events and Mine Blasts
by: Dijun Rao, et al.
Published: (2021-07-01)
by: Dijun Rao, et al.
Published: (2021-07-01)
Microseismic Source Location Method and Application Based on NM-PSO Algorithm
by: Ze Liao, et al.
Published: (2022-09-01)
by: Ze Liao, et al.
Published: (2022-09-01)
A Highly Accurate Method of Locating Microseismic Events Associated With Rockburst Development Processes in Tunnels
by: G. L. Feng, et al.
Published: (2017-01-01)
by: G. L. Feng, et al.
Published: (2017-01-01)
Wave velocity model and microseismic location method of goaf overburden rock
by: Linli ZHOU, et al.
Published: (2023-05-01)
by: Linli ZHOU, et al.
Published: (2023-05-01)
Research on Magnetohydrodynamic Angular Rate Sensor Denoising for a Space Laser Stabilization Control System
by: Yunhao Su, et al.
Published: (2023-05-01)
by: Yunhao Su, et al.
Published: (2023-05-01)
Microseismic source location based on improved artificial bee colony algorithm: Performance analysis and case study
by: Peng Zhang, et al.
Published: (2023-09-01)
by: Peng Zhang, et al.
Published: (2023-09-01)
Microseismic Location Error Due to Eikonal Traveltime Calculation
by: Dmitry Alexandrov, et al.
Published: (2021-01-01)
by: Dmitry Alexandrov, et al.
Published: (2021-01-01)
Applications of Microseismic Monitoring Technique in Coal Mines: A State-of-the-Art Review
by: Fei Liu, et al.
Published: (2024-02-01)
by: Fei Liu, et al.
Published: (2024-02-01)
Detection of <i>Macrobrachium rosenbergii</i> Nodavirus (<i>Mr</i>NV) of White Tail Disease (WTD) in Apparently Healthy Giant Freshwater Prawn, <i>Macrobrachium rosenbergii</i> in Korea
by: Gwang Il Jang, et al.
Published: (2022-10-01)
by: Gwang Il Jang, et al.
Published: (2022-10-01)
Similar Items
-
Mine Water Inflow Prediction Using a CEEMDAN-OVMD-Transformer Model
by: Yang Li, et al.
Published: (2025-09-01) -
Impact-Type Sunflower Yield Sensor Signal Denoising Method Based on CEEMD-WTD
by: Shuai Wang, et al.
Published: (2023-01-01) -
Optimization and Quality Assessment of Arrival Time Picking for Downhole Microseismic Events
by: Jiaxuan Leng, et al.
Published: (2022-05-01) -
Research on microseismic denoising method based on CBDNet
by: Jianchao Lin, et al.
Published: (2023-12-01) -
Wavelet Transform-Based Fuzzy Clustering Microseismic First-Arrival Picking Method
by: Tingting Lin, et al.
Published: (2023-01-01)
