Even better, the linked Kawale paper says:

> tions associated with EOF and other types of eigenvector analysis; namely, it only finds a few of the strongest signals and the physical interpretation of such signals can be difficult due to the orthogonality of EOFs, whereas signals in climate are not necessarily orthogonal to each other.

I was going to ask what the limits of EOFs were and now I know :)