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Titlebook: Quantitative Geosciences: Data Analytics, Geostatistics, Reservoir Characterization and Modeling; Y. Z. Ma Book 2019 Springer Nature Switz

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Facies and Lithofacies Classifications from Well Logsality, defined as having two or more states. Lithofacies represent small- to intermediate-scale heterogeneities in geological analysis of subsurface formations. Different lithofacies often have different petrophysical properties and can impact subsurface fluid flow. Cores are generally limited, and
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Constructing 3D Model Framework and Change of Support in Data Mappingand it incorporates geological variables that segregate large heterogeneities in the reservoir. A framework without using faults is termed unfaulted framework and its main inputs are stratigraphic elements. A framework constructed with faults is termed faulted framework and it incorporates both stra
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Geostatistical Estimation Methods: Krigingiging, ordinary kriging, kriging with varying mean, collocated cokriging, and factorial kriging. Geoscientists who want only a basic understanding of kriging estimation can skip the advanced kriging methods, but simple kriging is necessary for understanding stochastic simulation. Similarly, collocat
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