Bacterial populations on above-ground plant surfaces were estimated at
three different biological scales, including leaflet disks, entire le
aflets, and whole plants. The influence of sample scale on the estimat
ion of mean bacterial population size per unit and per gram and on the
variability among sampling units was quantified at each scale, Popula
tions were highly variable among sampling units at every scale examine
d, suggesting that there is no optimal scale at which sample variance
is reduced. The distribution of population sizes among sample units wa
s sometimes, but not consistently, described by the lognormal. Regardl
ess of the sampling scale, expression of population sizes on a per gra
m basis may not reduce variance, because population size was not gener
ally a function of sample unit weight within any single sampling scale
. In addition, the data show that scaling populations on a per gram ba
sis does not provide a useful means of comparing population estimates
from samples taken at different scales. The implications of these resu
lts for designing sampling strategies to address specific issues in mi
crobial ecology are discussed.