Usually, but not always, measurements at points close together are
more similar than those further apart. It can be useful to quantify this
spatial variability in order to understand its form or to help
in planning a sample survey of an area.
A variogram describes the spatial correlation between observations.
It tells us how different, on average, are measurements at
various distances apart, e.g.