In this paper, westudy models for spatially embedded networks and show how their dimension canbe determined. We illustrate our findings using the global airline network andthe Internet and argue that although these networks are embedded intwo-dimensional space they should be regarded as systems with dimension closeto 3 and 4.5, respectively.