  In this paper, we derive tail approximations of integrals of exponential
functions of Gaussian random fields with varying mean functions and
approximations of the associated point processes. This study is motivated
naturally by multiple applications such as hypothesis testing for spatial
models, study of the distribution of Bayesian marginal likelihood and Bayes
factor, and financial applications.
