Before revision:  In this topical review, we outline the various definitions of "diversity" and provide examples of scientific topics in which its quantification plays an important role.
After revision:  In this topical review, we first summarize the relevant mathematical principles underlying heterogeneity in a large population before outlining the various definitions of "diversity" and provide examples of scientific topics in which its quantification plays an important role.