Supplementary Figure 1: Model selection of different covariance functions.

In addition to the hypothesis test of spatial vs non-spatial expression variance, SpatialDE can be used to classify spatially variable genes into genes with periodic, linear patterns, or general spatial patterns. Illustrative examples of simulated functional dependencies are shown below the corresponding covariance matrices.