A general relationship between extinction risk and carrying capacity

The relationship between a population’s probability of extinction and its carrying capacity frames conservation status assessments and guides efforts to mitigate the ongoing biodiversity crisis. Despite this, our understanding of the mathematical form of this relationship remains limited. Here, we conducted ~5 billion population viability assessments and show that they jointly converge on a modified Gompertz curve. This pattern is consistent across >1700 distinct model populations, representing different breeding systems and widely varying rates of population growth, levels of environmental stochasticity, adult survival rate, age at first breeding, and initial population size. Analytical treatment of the underlying dynamics shows that few assumptions are needed to show that the relationship holds for any extant population subject to density-dependent growth. Finally, we discuss the implications of these results and consider the practical use of our findings by conservationists.

Authors

Publication Details

Journal
Apollo
Published
2026-11-03
DOI
https://doi.org/10.17863/cam.136429
Primary Topic
Mathematical and Theoretical Epidemiology and Ecology Models
Type
article
Field-Weighted Citation Impact
0.00
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article

A general relationship between extinction risk and carrying capacity

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Apollo
Mathematical and Theoretical Epidemiology and Ecology Models
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A general relationship between extinction risk and carrying capacity

Daniele Rinaldo, Barry W. S. White, Andrew P. Balmford, Ben Balmford, Rhys E Green, Piero Visconti, Thomas Ball
article en

Abstract

The relationship between a population’s probability of extinction and its carrying capacity frames conservation status assessments and guides efforts to mitigate the ongoing biodiversity crisis. Despite this, our understanding of the mathematical form of this relationship remains limited. Here, we conducted ~5 billion population viability assessments and show that they jointly converge on a modified Gompertz curve. This pattern is consistent across >1700 distinct model populations, representing different breeding systems and widely varying rates of population growth, levels of environmental stochasticity, adult survival rate, age at first breeding, and initial population size. Analytical treatment of the underlying dynamics shows that few assumptions are needed to show that the relationship holds for any extant population subject to density-dependent growth. Finally, we discuss the implications of these results and consider the practical use of our findings by conservationists.

Apollo
Openalex Percentile: Top 12%
Mathematical and Theoretical Epidemiology and Ecology Models
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