An apparatus comprising at least one processor and at least one non-transitory memory comprising program code stored thereon, wherein the at least one non-transitory memory and the program code are configured to, with the at least one processor, cause the apparatus to at least:
- receive one or more projected production parameters and emissions reduction strategy information associated with one or more operational systems and corresponding to a period of time, wherein the one or more projected production parameters correspond to planned operation of the one or more operational systems in the period of time, and wherein the emissions reduction strategy information indicates one or more planned methane emissions reduction strategies to be implemented with respect to the one or more operational systems in the period of time;
- and
- generate, using a methane emissions intensity prediction model, a methane emissions intensity prediction corresponding to the one or more operational systems and the period of time based at least in part on the one or more projected production parameters, the emissions reduction strategy information, historical operational data associated with the one or more operational systems, and historical emissions data associated with the one or more operational systems.