By introducing heterogeneity indices, an empirical equation is propose
d for characterizing the heterogeneity of non-isotropic fields. The fo
rmula is an extension of Fairfield Smith's (1938) empirical law descri
bing heterogeneity in isotropic fields. Based on these indices, criter
ia are provided for choosing optimum plot shapes in terms of minimizin
g the sample variance and cost. Sample plots having their largest dime
nsion in the direction with the largest index will give more accurate
results (less variable) than plots with other shapes. Relations betwee
n the optimum plot size and relative cost versus variogram parameters
are given for several variogram models. These relations indicate that
variograms with small effective ranges have a very profound effect on
the optimum plot sizes.