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The equivalence of two phylogenetic biodiversity measures: the Shapley value and Fair Proportion index

Abstract

Most biodiversity conservation programs are forced to prioritise species in order to allocate their funding. This paper contains a mathematical proof that provides biological support for one common approach based on phylogenetic indices. Phylogenetic trees describe the evolutionary relationships between a group of taxa. Two indices for computing the distinctiveness of each taxon in a phylogenetic tree are considered here—the Shapley value and the Fair Proportion index. These indices provide a measure of the importance of each taxon for overall biodiversity and have been used to prioritise taxa for conservation. The Shapley value is the biodiversity contribution a taxon is expected to make if all taxa are equally likely to become extinct. This interpretation makes it appealing to use the Shapley value in biodiversity conservation applications. The Fair Proportion index lacks a convenient interpretation, however it is significantly easier to calculate and understand. It has been empirically observed that there is a high correlation between the two indices. This paper shows the mathematical basis for this correlation and proves that as the number of taxa increases, the indices become equivalent. Consequently in biodiversity prioritisation the simpler Fair Proportion index can be used whilst retaining the appealing interpretation of the Shapley value.

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Acknowledgments

I would like to thank Arne Mooers for motivating me to explore this problem. I would also like to thank Mats Gyllenberg and two anonymous referees for their comments which have substantially clarified this manuscript.

Author information

Correspondence to Klaas Hartmann.

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Hartmann, K. The equivalence of two phylogenetic biodiversity measures: the Shapley value and Fair Proportion index. J. Math. Biol. 67, 1163–1170 (2013). https://doi.org/10.1007/s00285-012-0585-y

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Keywords

  • Phylogenetic diversity
  • Biodiversity
  • Conservation
  • Shapley
  • Fair proportion

Mathematics Subject Classification (2000)

  • 92B99