Big data analytics for seismic fracture identification using amplitude-based statistics

Keyphrases

• Big Data Analytics 100%
• Seismic Dataset 100%
• Fracture Identification 100%
• Seismic Attributes 66%
• Spatial Distribution 33%
• Acquisition Method 33%
• Binary Classification 33%
• Computationally Intensive 33%
• Mini 33%
• Seismic Data 33%
• Proposed Methodology 33%
• Spatiotemporal 33%
• Classification Tree Model 33%
• Extracting Information 33%
• Data Management Tools 33%
• Data Analysis Tools 33%
• Real-time Face Detection 33%
• Time-lapse Seismic Survey 33%
• Well Log Data 33%
• Seismic Amplitude 33%
• Poststack 33%
• Amplitude Data 33%
• Shale Intervals 33%
• Subsurface Feature 33%
• Geological Studies 33%
• Post-stack Seismic Data 33%
• Feature Interpretation 33%
• Fracture Phenomena 33%
• Denoising 33%
• Automated Workflow 33%
• Petabyte 33%
• Discriminative Features 33%
• Acquisition Device 33%
• Amplitude Profiles 33%
• Haar-like 33%
• Teapot Dome 33%
• Curvature Characteristics 33%
• Synthetic Seismic 33%
• Niobrara Shale 33%
• Fast Fracture 33%
• Expert Interpretation 33%
• Assist Features 33%
• Boosted Classification Tree 33%
• Gradient Characteristics 33%
• Macrofracture 33%
• Seismic Acquisition 33%
• Amplitude Statistics 33%

Earth and Planetary Sciences

• Seismic Data 100%
• Seismic Attributes 100%
• Big Data Analytics 100%
• Real Time 50%
• Spatial Distribution 50%
• Seismic Survey 50%