For stationary vector-valued random fields on <formula format="inline"><file name="sjos_663_mu1.gif" type="gif" /></formula> the asymptotic covariance matrix for estimators of the mean vector can be given by integrated covariance functions. To construct asymptotic confidence intervals and significance tests for the mean vector, non-parametric estimators of these...