Karhunen–Loève expansion for additive Slepian processes

For Gaussian random fields defined as additive processes based on Slepian processes, we study their Karhunen–Loève expansions and obtain the Pythagorean type distribution identities. As applications, the corresponding small deviation estimates are given.