Systems and methods for estimating reservoir productivity as a function of depth in a subsurface volume of interest

A computer-implemented method for estimating reservoir productivity as a function of depth in a subsurface volume of interest, the method being implemented in a computer system that includes one or more physical computer processors, non-transient electronic storage, and a display, comprising:

• obtaining, from the non-transient electronic storage, subsurface data and well data corresponding to a subsurface volume of interest, wherein the subsurface data and the well data include production parameter values for multiple production parameters as a function of position in the subsurface volume of interest, thereby characterizing subsurface production features that affect the reservoir productivity;
• obtaining, from the non-transient electronic storage, a parameter model, the parameter model having been conditioned by training an initial parameter model using training data, wherein the training data includes (i) the well data of one or more wells in the subsurface volume of interest, and (ii) the production parameter values for corresponding multiple production parameters affecting productivity of the one or more wells as a function of position in the subsurface volume of interest;
• using, with the one or more physical computer processors, the subsurface data and the well data to generate multiple production parameter maps, wherein a given production parameter map represents the production parameter values for a given production parameter as a function of time and position in the subsurface volume of interest;
• applying, with the one or more physical computer processors, the parameter model to the multiple production parameter maps to generate refined production parameter values;
• generating, with the one or more physical computer processors, multiple refined production parameter graphs from the refined production parameter values, wherein a given refined production parameter graph specifies the refined production parameter values for a corresponding production parameter as a function of well production;
• and
• displaying, via the graphical user interface, the multiple refined production parameter graphs.

A system configured for estimating reservoir productivity as a function of depth in a subsurface volume of interest, the system comprising:

• non-transient electronic storage;
• a graphical user interface;
• and
• one or more physical computer processors configured by machine-readable instructions to:
• obtain, from the non-transient electronic storage, subsurface data and well data corresponding to a subsurface volume of interest, wherein the subsurface data and the well data include production parameter values for multiple production parameters as a function of position in the subsurface volume of interest, thereby characterizing subsurface production features that affect the reservoir productivity;
• obtain, from the non-transient electronic storage, a parameter model, the parameter model having been conditioned by training an initial parameter model using training data, wherein the training data includes (i) the well data of one or more wells in the subsurface volume of interest, and (ii) the production parameter values for corresponding multiple production parameters affecting productivity of the one or more wells as a function of position in the subsurface volume of interest;
• use, with the one or more physical computer processors, the subsurface data and the well data to generate multiple production parameter maps, wherein a given production parameter map represents the production parameter values for a given production parameter as a function of time and position in the subsurface volume of interest;
• apply, with the one or more physical computer processors, the parameter model to the multiple production parameter maps to generate refined production parameter values;
• generate, with the one or more physical computer processors, multiple refined production parameter graphs from the refined production parameter values wherein a given refined production parameter graph specifies the refined production parameter values for a corresponding production parameter as a function of well production;
• display, via the graphical user interface, the multiple refined production parameter graphs;
• generate, with the one or more physical computer processors, one or more user input options to limit the refined production parameter values corresponding to individual ones of the multiple refined production parameters;
• receive, via the graphical user interface, the one or more user input options selected by a user to limit the refined production parameter values corresponding to the multiple refined production parameter graphs to generate limited production parameter values;
• generate, with the one or more physical computer processors, a representation of estimated reservoir productivity as a function of depth in the subsurface volume of interest using visual effects to depict at least a portion of the limited production parameter values, based on the one or more user input options selected;
• and
• display, via the graphical user interface, the representation.