Estimating Petrophysical Properties Directly from Seismic: A Deep Learning Application to Carbonate Field for CO2 Storage Potential

INIS

• applications 100%
• learning 100%
• storage 100%
• carbon dioxide 100%
• porosity 100%
• carbonates 100%
• datasets 100%
• data 66%
• correlations 50%
• testing 50%
• distribution 33%
• prediction 33%
• performance 33%
• equations 33%
• elastic properties 33%
• stacks 33%
• reflectivity 33%
• information 16%
• losses 16%
• values 16%
• planning 16%
• implementation 16%
• capacity 16%
• simulation 16%
• emission 16%
• capture 16%
• noise 16%
• volume 16%
• carbon 16%
• fluids 16%
• errors 16%
• output 16%
• sampling 16%
• validation 16%
• architecture 16%
• metrics 16%
• overburden 16%
• spatial resolution 16%
• physics 16%
• shales 16%
• clays 16%
• carbonate rocks 16%
• containment 16%

Earth and Planetary Sciences

• Carbon Dioxide 100%
• Porosity 100%
• Correlation Coefficient 50%
• Reflectance 33%
• Elasticity 33%
• Synthetic Seismogram 33%
• Spatial Resolution 16%
• Wavelet 16%
• Overburden 16%
• Seismic Data 16%
• Carbonate Rock 16%
• Carbon Dioxide Emission 16%
• Carbon Capture and Geological Storage 16%