Digby

The variance/sill relationship is theoretical and does
not depend on the layout of the samples, regular or
clustered. Since the sill only uses pairs where
samples are uncorrelated from one another, the
clustering is irrelevant.

It does depend on the distribution of the samples
values being 'stationary', that is having constant
mean and variance over the study area. It also depends
on that distribution having a valid variance. For
example, the variance of samples from a lognormal
distribution depends on the average of those samples -
hence the proportional effect.

All of this is explained in any basic geostatistics
book, including Matheron's original Theory of
Regionalised Variables and my Practical Geostatistics
(Chapter 3) which cn be freely downloaded from
http://geoecosse.bizland.com/practica.htm

Isobel
http://uk.geocities.com/drisobelclark/seasonsgreetings.htm

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