Species richness is just the count of species. Genetic diversity relates to variation within a species. Number of genera is a taxonomic classification count. The Simpson index (and Shannon index) are standard measures of biodiversity that consider the distribution of individuals among species; a community with high evenness will have a lower Simpson index (or higher 1-D or 1/D) compared to a community dominated by a few species with the same richness.