At least one computing device can store and combine data for a geographic region in a voxel database from a plurality of different source products. The voxel database can be a volumetric storage space of different volumetric storage units referred to as voxels. The voxel database can receive requests from different applications. For each of the requests, one of a set of filters can be determined. For each of the requests, the determined one of the filters can be applied to conditionally exclude data of the voxel database. For each of the requests, voxel database data resulting from applying the determined filter can be provided to one of the applications from which the corresponding one of the requests was issued.