While much of the data available about the Earth pertains to the surface, there also exists a large amount of data available about the atmosphere and regions below the surface. Examples of such data include weather information, lithospheric properties such as velocity, aircraft and satellite flight paths, and underground utility networks. Flattening such volumetric data to the surface for integration with a traditional discrete global grid system (DGGS) discards the spatial relationship betwe...