Day One: Introduction to Seismic Attributes and Reservoir Characterization

• Course overview and objectives
• Importance of seismic attributes in reservoir characterization
• Fundamentals of seismic data acquisition and processing
• Role of seismic attributes in understanding subsurface properties
• Types of seismic attributes and their applications

Day Two: Basic Seismic Attribute Analysis Techniques

• Review of Day 1 and Q&A
• Preprocessing of seismic data: noise reduction, deconvolution, etc.
• Introduction to seismic attribute extraction methods
• Spectral decomposition: theory and application
• Coherence and curvature attributes: interpretation and analysis
• Practical exercise: using software for attribute calculation

Day Three: Advanced Seismic Attribute Techniques

• Review of Day 2 and Q&A
• Instantaneous attributes: amplitude, phase, and frequency
• AVO (Amplitude Versus Offset) analysis for lithology and fluid prediction
• Multi-attribute analysis: principles and workflows
• Seismic inversion for reservoir properties estimation
• Case study: integrating multiple attributes for characterization

Day Four: Reservoir Property Estimation using Seismic Attributes

• Review of Day 3 and Q&A
• Rock physics fundamentals for attribute interpretation
• Elastic impedance and other rock property proxies
• Porosity estimation using seismic attributes
• Fluid saturation prediction with attributes
• Case study: tying attribute-based results to well data

Day Five: Integrating Seismic Attributes into Reservoir Models

• Review of Day 4 and Q&A
• Introduction to reservoir modeling and simulation
• Workflow for integrating seismic attributes into models
• Uncertainty and risk assessment in attribute-based characterization
• Interdisciplinary collaboration between geophysicists, geologists, and reservoir engineers
• Future trends in seismic attribute analysis and reservoir characterization