Ta. Jones et Yz. Ma, Geologic characteristics of hole-effect variograms calculated from lithology-indicator variables, MATH GEOL, 33(5), 2001, pp. 615-629
Variograms calculated from binary variables. such as from two lithologies,
tend to show sinusoidal forms with decreasing amplitudes for increasing lag
distances. This cyclicity is observed often when analyzing drill-hole data
for rock sequences With alternating lithologies, and the variograms are th
us labeled "hole-effect variograms." Such variograms show a variety of form
s: (1) Low to moderate variation in lithologic-body dimensions causes vario
grams to have strong cyclicity with decaying amplitude, (2) Variograms with
one or more peaks and troughs usually result from a binary variable for wh
ich lithologies are about equally abundant but possibly large variations ex
ist in the size of lithologic bodies. (3) Variograms show poor cyclicity if
one lithology has highly variable body sizes and the other has moderately
variable body dimensions. (4) Variograms that attain a plateau at short lag
distances represent extremely high or low sandstone fraction, high variabi
lity in size of the most abundant lithology, and low variability in the oth
er Information about the dimensions of lithologic bodies makes it possible
to approximate characteristics of the variogram of the lithology variable w
ithout numerous wells, Conversely. a hole-effect variogram of lithology may
be used to estimate lithologic dimensions.