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En este trabajo se presenta un método no paramétrico general de simulación estocástica conjunta de propiedades petrofísicas utilizando la cópula Bernstein. Este método consiste básicamente generar simulaciones estocásticas de una determinada propiedad petrofísica (variable primaria) modelando la dependencia empírica subyacente con otras propiedades...
In petrophysics, assessment of formation permeability is a complex and challenging problem that plays a key role in reservoir forecasts and optimal reservoir management. In heterogeneous carbonate reservoirs, permeability evaluation is commonly performed using permeability-porosity relationships, which often seem to be nonlinear and complex. Copula...
The statistical dependence between petrophysical properties (porosity, permeability, water saturation, etc.) in heterogeneous formations is usually nonlinear and complex; therefore, traditional statistical techniques based on assumptions of linearity are not appropriate for modeling these dependence relationships. Also, these methods may not reprod...
The statistical dependence between petrophysical properties (porosity, permeability, water saturation, etc.) is usually nonlinear and complex in heterogeneous formations, therefore, traditional statistical techniques, based on assumptions of linearity of the joint distribution function, are not appropriate for modeling these relationships, see Bala...