For situations where it appears kriging can be applied, the investigator

should consider carefully whether the benefits to be gained from kriging

are worth the extra time and expense of performing the necessary structural analysis and kriging of the data.
The average Pu concentrations
and confidence limits over 100- x 100-foot cells are clearly more infor-

mative and useful than the stratum averages reported by Gilbert et al.
(1975). They would be particularly useful in a cleanup situation where

the cell averages might be used to indicate those portions of the study
site requiring remedial action.
Furthermore, if the mathematical assumptions underlying kriging are not unreasonable at a given site, then

theory tells us that the estimates obtained using kriging are "best" in

that they are unbiased and have minimum variance of all linear estimators

we might try (see Barnes et al., 1977, for other advantages to kriging).
An initial cost of kriging involves training a statistician in the
theory of kriging (so that inappropriate applications are avoided) and
writing or acquiring the necessary computer programs.
The availability

of the kriging program BLUEPACK on the Nevada Operations Office computer

is a tremendous help in that regard.
However, as with any computer
program, BLUEPACK can be used inappropriately.
Hence, a person experi-~
enced in the use of BLUEPACK and familiar with field and laboratory
procedures is essential if a serious attempt at kriging is anticipated.

It is also clear that the use of kriging cannot overcome a lack of data.

It is important to design a field sampling program so that enough information over the entire study site is available for estimating spatial
pattern.
Hence, the design of the sampling plan is an important step in
any environmental sampling effort.

ACKNOWLEDGMENTS

We would like to thank Madaline Barnes of the Desert Research Institute,
Las Vegas, and Pam Doctor and Lee Eberhardt of Battelle-Northwest Labora-

tories for the stimulating discussions we have had about kriging and its

potential for application to transuranic field studies.

Special thanks

are also extended to Mary Lou Lemon of Battelle-Northwest for her excellent
work in typing the manuscript, The figures were very ably drawn by the
Graphics Section, Communications Department of Battelle-Northwest. The
support of Mary G. White of the NAEG in our efforts at evaluating the
potential of kriging for transuranic studies is also gratefully acknowledged.

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