In this paper, under Cochran's (1946) model, we give a class of optimu
m sampling designs, in the exact and asymptotic cases, for estimating
the finite population mean when the autocorrelation function in that m
odel is convex. This class is a generalisation of Blight's (1973) samp
ling designs.