Evaluation of principal component analysis for seismic attribute selection and self-organizing maps for seismic facies discrimination in the presence of gas hydrates
David Lubo-Robles, Heather Bedle, Kurt J. Marfurt, Matthew J. Pranter
Topics & Concepts
GeologyFaciesSeismic attributeClathrate hydrateSubmarine pipelinePrincipal component analysisSeismic to simulationSeismologySeismic inversionPetrologyPaleontologyStructural basinArtificial intelligenceHydrateComputer scienceGeotechnical engineeringChemistryData assimilationMeteorologyOrganic chemistryPhysicsSeismic Imaging and Inversion TechniquesMethane Hydrates and Related PhenomenaHydrocarbon exploration and reservoir analysis