16  Indicators

Calculate indicators of ecological or management interest beyond taxonomic groupings

16.1 Diversity

Here are the classic diversity indices from the R package vegan:

\[ \begin{aligned} H &= - \sum_{i=1}^S p_i \log_b p_i &\text{Shannon-Weaver} \\ D_1 &= 1 - \sum_{i=1}^S p_i^2 &\text{Simpson} \\ D_2 &= \frac{1}{\sum_{i=1}^S p_i^2} &\text{inverse Simpson} \end{aligned} \]

where \(p_i\) is the proportion of species \(i\), and \(S\) is the number of species so that \(\sum_{i=1}^S p_i = 1\), and \(b\) is the base of the logarithm.

16.2 Endemism

Endemism could be measured as a function of the presence or average of the species range, given by either a global SDM converted to a binary range or using the existing IUCN range maps.

16.3 Extinction Risk

This is provided by IUCN RedList, as well as sometimes at a national level, such as NatureServe’s Conservation Status Ranks for the U.S.

16.4 Functional Importance

16.5 Habitat Forming

Habitat forming species, such as coral, mangrove, seagrasses and kelp are especially important for biodiversity and ecosystem services.

16.6 Phylogenetic Uniqueness

16.7 Richness

16.8 Sensitivity

Sensitivity to specific human activities, such as shipping or fishing. Some activities may have different stages of development, such as construction versus operation of offshore wind energy.

16.9 Trophic Index