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Time-series clustering approaches for subsurface zonation and hydrofacies detection using a real time-lapse electrical resistivity dataset

Damien Delforge, Arnaud Watlet, Olivier Kaufmann, Michel Van Camp, Marnik Vanclooster

2020Journal of Applied Geophysics57 citationsDOIOpen Access PDF

Topics & Concepts

Cluster analysisElectrical resistivity and conductivityElectrical resistivity tomographySeries (stratigraphy)Robustness (evolution)Hierarchical clusteringTime seriesComputer scienceData miningArtificial intelligencePattern recognition (psychology)GeologyAlgorithmMachine learningEngineeringElectrical engineeringGenePaleontologyChemistryBiochemistryGeophysical and Geoelectrical MethodsGeochemistry and Geologic MappingSeismic Waves and Analysis
Time-series clustering approaches for subsurface zonation and hydrofacies detection using a real time-lapse electrical resistivity dataset | Litcius