title: The Diversity-Weighted Living Planet Index: Controlling for Taxonomic Bias in a Global Biodiversity Indicator.
abstract: As threats to species continue to increase, precise and unbiased measures of the impact these pressures are having on global biodiversity are urgently needed. Some existing indicators of the status and trends of biodiversity largely rely on publicly available data from the scientific and grey literature, and are therefore prone to biases introduced through over-representation of well-studied groups and regions in monitoring schemes. This can give misleading estimates of biodiversity trends. Here, we report on an approach to tackle taxonomic and geographic bias in one such indicator (Living Planet Index) by accounting for the estimated number of species within biogeographical realms, and the relative diversity of species within them. Based on a proportionally weighted index, we estimate a global population decline in vertebrate species between 1970 and 2012 of 58% rather than 20% from an index with no proportional weighting. From this data set, comprising 14,152 populations of 3,706 species from 3,095 data sources, we also find that freshwater populations have declined by 81%, marine populations by 36%, and terrestrial populations by 38% when using proportional weighting (compared to trends of -46%, +12% and +15% respectively). These results not only show starker declines than previously estimated, but suggests that those species for which there is poorer data coverage may be declining more rapidly.
authors.affiliation: Indicators and Assessments Research Unit, Institute of Zoology, Zoological Society of London, United Kingdom.
authors.forename: Louise
authors.identifier: http://orcid.org/0000-0003-1076-0874
authors.initials: L
authors.lastname: McRae
authors.affiliation: Indicators and Assessments Research Unit, Institute of Zoology, Zoological Society of London, United Kingdom.
authors.forename: Stefanie
authors.initials: S
authors.lastname: Deinet
authors.affiliation: Indicators and Assessments Research Unit, Institute of Zoology, Zoological Society of London, United Kingdom.
authors.forename: Robin
authors.initials: R
authors.lastname: Freeman
mesh_terms: D000818:Animals; D044822:Biodiversity; D003247:Conservation of Natural Resources / Q000379:methods*; D016208:Databases, Factual; D018534:Earth, Planet; D017753:Ecosystem; D005618:Fresh Water; D005843:Geography; D007391:International Cooperation; D008386:Marine Biology; D012586:Science; D013045:Species Specificity; D013997:Time Factors; D014714:Vertebrates