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Mathematical biases in the calculation of the Living Planet Index lead to overestimation of vertebrate population decline

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Listed:
  • Anna Toszogyova

    (CZ-110 00)

  • Jan Smyčka

    (CZ-110 00)

  • David Storch

    (CZ-110 00
    CZ-128 44)

Abstract

The Living Planet Index (LPI) measures the average change in population size of vertebrate species over recent decades and has been repeatedly used to assess the changing state of nature. The LPI indicates that vertebrate populations have decreased by almost 70% over the last 50 years. This is in striking contrast with current studies based on the same population time series data that show that increasing and decreasing populations are balanced on average. Here, we examine the methodological pipeline of calculating the LPI to search for the source of this discrepancy. We find that the calculation of the LPI is biased by several mathematical issues which impose an imbalance between detected increasing and decreasing trends and overestimate population declines. Rather than indicating that vertebrate populations do not substantially change, our findings imply that we need better measures for providing a balanced picture of current biodiversity changes. We also show some modifications to improve the reliability of the LPI.

Suggested Citation

  • Anna Toszogyova & Jan Smyčka & David Storch, 2024. "Mathematical biases in the calculation of the Living Planet Index lead to overestimation of vertebrate population decline," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
  • Handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-49070-x
    DOI: 10.1038/s41467-024-49070-x
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    References listed on IDEAS

    as
    1. Mikael Puurtinen & Merja Elo & Janne S. Kotiaho, 2022. "The Living Planet Index does not measure abundance," Nature, Nature, vol. 601(7894), pages 14-15, January.
    2. Brian Leung & Anna L. Hargreaves & Dan A. Greenberg & Brian McGill & Maria Dornelas & Robin Freeman, 2022. "Reply to: The Living Planet Index does not measure abundance," Nature, Nature, vol. 601(7894), pages 16-16, January.
    3. Gergana N. Daskalova & Isla H. Myers-Smith & John L. Godlee, 2020. "Rare and common vertebrates span a wide spectrum of population trends," Nature Communications, Nature, vol. 11(1), pages 1-13, December.
    4. Brian Leung & Anna L. Hargreaves & Dan A. Greenberg & Brian McGill & Maria Dornelas & Robin Freeman, 2020. "Clustered versus catastrophic global vertebrate declines," Nature, Nature, vol. 588(7837), pages 267-271, December.
    5. Brian Leung & Anna L. Hargreaves & Dan A. Greenberg & Brian McGill & Maria Dornelas & Robin Freeman, 2022. "Reply to: Do not downplay biodiversity loss," Nature, Nature, vol. 601(7894), pages 29-31, January.
    6. Michel Loreau & Bradley J. Cardinale & Forest Isbell & Tim Newbold & Mary I. O’Connor & Claire Mazancourt, 2022. "Do not downplay biodiversity loss," Nature, Nature, vol. 601(7894), pages 27-28, January.
    7. Gopal Murali & Gabriel Henrique Oliveira Caetano & Goni Barki & Shai Meiri & Uri Roll, 2022. "Emphasizing declining populations in the Living Planet Report," Nature, Nature, vol. 601(7894), pages 20-24, January.
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