Species diversity is a key concept in ecology, yet the mechanisms regulatin
g diversity in most systems are not completely understood. To address this
issue, we analyzed the relationship between phytoplankton diversity and lim
iting resources (N, P, Si, and light) over two summers in three lakes in th
e Yellowstone (Wyoming, USA) region. Diversity was highly variable along te
mporal and spatial axes within lakes. We discovered a strong positive corre
lation between diversity and the number of resources at physiologically lim
iting levels. Consistent with resource-competition theory, we found the hig
hest diversity to occur when many resources were limiting. Conversely, the
lowest diversity occurred when few resources were measured at limiting leve
ls. Sensitivity analyses demonstrated that threshold levels of resources (b
elow which growth is limited and above which there is saturation for the re
source) appear to exist in the natural environment, and that diversity is r
egulated in part by absolute levels of resources available to phytoplankton
in aquatic systems. Threshold levels are generally in agreement with those
determined to be limiting in prior physiological experiments. Consistent w
ith previous observations, among-lake comparisons yielded a significant neg
ative relationship between species diversity and system productivity. This
result tentatively supports the hypothesis that the proximity of individual
phytoplankton plays a role in the strength of competitive interactions. Ou
r results generally suggest that, even in dynamic environments, where equil
ibrium conditions are rare, resource competition among phytoplankton is a m
echanism by which communities are continually structured.