Visibility graph-based covariance functions for scalable spatial analysis in non-convex domains

Brian Gilbert, Abhirup Datta

We present a new method for constructing valid covariance functions of Gaussian processes for spatial analysis in irregular, non-convex domains such as bodies of water. Standard co…