next up previous contents
Next: Computation of a Simple Up: Stochastic Hypotheses Previous: Intrinsic Hypothesis   Contents

Example 3.1: Deposit of Copper

A deposit of copper was explored through a series of vertical drill holes. The grade of copper decreases systematically with increasing depth, which indicates a certain trend (non-stationarity) in the vertical direction. The estimated (computed) (semi-) variogram in vertical direction ${/boma h}$ over all drill holes is presented in Figure 3.1.

Figure 3.1: Variogram of a Deposit of Copper.
/begin{figure}/begin{center}
/mbox
{/beginpicture
/setcoordinatesystem units <1c...
...0.0 0.8
1.4 1.9
3.2 2.15
5.7 2.7
9.0 5.1 /
/endpicture}
/end{center}/end{figure}

The properties of this experimental variogram may be summarized as follows (special expressions will be explained in the following chapters):

(i)
a nugget-effect of about .4 $[/%Cu]^{2};$
(ii)
a transition phenomenon between 0 and about 100 feet with a sill of 1 and a range of about 50 feet;

(iii)
beyond about 100 feet the variogram suddenly tends to increase, which indicates the mentioned trend.

In words we summarize that in this example, in a vertical range of 100 feet the intrinsic hypothesis of a mineralization may be accepted. The semi-variogram shows a (finite) range (of influence) of about 50 feet. In this range we also may fit a theoretical variogram, the so-called spherical model which is specified by

/begin{displaymath}/gamma(h) = C_o + C(1.5 /frac{h}{a}-.5 /frac{h^3}{a^3})/end{displaymath}

with

/begin{displaymath}C_{o}=.4 [/%Cu]^{2},/ / / C=.6 [/%Cu]^{2}, / / / a=50[ft]/ / / ./end{displaymath}

The value for the quasi-stationarity is about $b = 100$ feet.


next up previous contents
Next: Computation of a Simple Up: Stochastic Hypotheses Previous: Intrinsic Hypothesis   Contents
Rudolf Dutter 2003-03-13