Before revision:  In this paper, we first carry out a detailed study of the correlation (and covariance) structure of powers of the Smith and Brown-Resnick max-stable random fields  .
After revision:  In this paper, we first carry out a detailed study of the correlation (and covariance) structure of powers of the Brown-Resnick max-stable random fields .