Oh. Diserud et S. Engen, A general and dynamic species abundance model, embracing the lognormal andthe gamma models, AM NATURAL, 155(4), 2000, pp. 497-511
One aspect of community ecology that has been given particular attention is
the pattern of species abundances in a community. The species may have a w
ide range of abundances; some are very common and others rare. When species
abundance models are fitted to observations, the lognormal model and one o
f the gamma models (e.g., the log-series model) are usually applied. The mo
del that gives the best fit according to some goodness-of-fit test is then
chosen. By applying a diffusion approximation for each species' dynamics wi
th density regulation of the theta-logistic type, we here present a general
species abundance model that embraces the two most widely applied species
abundance models, the lognormal and the gamma. Our general model will, ther
efore, provide a better fit than the two special cases, except when it corr
esponds to one of them. In contrast to the classical models, ours is also d
ynamic, making it possible to evaluate the fluctuations in species abundanc
e over time through both biotic and abiotic factors. The model is fitted to
several species abundance data sets and our results compared to previous a
ttempts to fit a model, usually either the lognormal or the log-series.