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Next: (d) Pure Nugget Effect Up: Behavior of the Variogram Previous: (b) Linear Behavior   Contents

(c) Discontinuity at the Origin

$/gamma({/boma h})$ does not tend towards zero when ${/boma h}$ tends towards zero, although by definition $/gamma({/boma 0}) = 0$. The variability between two values $Z({/boma x})$ and $Z({/boma x}+{/boma h})$ taken at two very close points may be quite high and increases as the size of the discontinuity at the origin of $/gamma({/boma h})$ increases. This local variability can be compared to the random phenomenon of white noise known to physicists. As the distance ${/boma h}$ increases, the variability often becomes more continuous and this is reflected in the continuity of $/gamma({/boma h})$ for $/vert{/boma h}/vert > 0$.

The discontinuity of the variogram at the origin is called a nugget effect and is due both to measurement errors and to micro-variabilities of the mineralization; since the structure of these micro-variabilities is not accessible at the scale at which the data are available, they appear in the form of a white noise.



Rudolf Dutter 2003-03-13