Edge correlations in spatial networks.

In this paper, we show that many real-world spatial networks—including demographic migration networks, social networks and human brain networks—possess ‘spatial edge correlations’ that profoundly affect the network's underlying structure but which go largely undetected by standard network analysis methods. Even methods designed to characterize the spatial attributes like distribution of edge lengt...