The notion of diversity spans across disciplines, arising in a wide range of natural and social sciences. As is well-acknowledged, essential defining characteristics of diversity include the number of categories involved, evenness of the element distribution among categories, and dissimilarity between categories. In addition, there are two intrinsic factors that also influence the quantificatio...