Before I Kriged with a pure nugget variogram I would ask:

 

1.      How many data points?
2.      Do you expect the data to be spatially uncorrelated? (i.e. what’s
that variable?)
3.      If you transform distribution to approximate normal is variogram
still pure nugget?
4.      Does regression of variable (both raw and approximately normal) on x
+ y + (z?) show a correlation?
5.      If you group the data into 3 to 10 geographic areas does ANOVA say
mean is the same (both raw and approximately normal)

 

Robert (Bob) L. Sandefur PE

Senior Geostatistician / Reserve Analyst

CAM 200 Union Suite 430 Lakewood, Co

80228

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