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Updated: Apr 16, 2026

Predicting the Effectiveness of Population Replacement Strategy Using Mathematical Modeling
Published on: July 4, 2007
Does probability of occurrence relate to population dynamics?
Wilfried Thuiller1, Tamara Münkemüller1, Katja H Schiffers1
1Univ. Grenoble Alpes, Laboratoire d'Ecologie Alpine (LECA), F-38000 Grenoble, France ; CNRS, Laboratoire d'Ecologie Alpine (LECA), F-38000 Grenoble, France.
Species occurrence probability in temperate forests is linked to high population density and slow intrinsic growth rates, not competitive ability. This finding impacts ecological niche modeling and species distribution predictions.
Area of Science:
- Ecology
- Population Biology
- Biogeography
Background:
- The realized niche defines environments where populations persist with competitors, correlating with positive intrinsic growth rates (r).
- Quantitative links between range-wide demographics and occurrence probability are crucial for understanding species niches and improving distribution models.
- Previous research has not extensively assessed how demographic parameters influence species occurrence probability across diverse regions.
Purpose of the Study:
- To analyze the relationship between demographic parameters (intrinsic growth rate r, carrying capacity K), population density (N), and occurrence probability (Pocc).
- To investigate if these relationships vary based on species' competitive ability, using shade tolerance as a proxy.
- To assess the influence of demographic factors on species' realized niches and geographic distributions.
Main Methods:
- Estimated demographic parameters (r, K), population density (N), and occurrence probability (Pocc) for 108 tree species.
- Utilized data from four temperate forest inventory surveys (Québec, Western US, France, Switzerland).
- Employed shade tolerance as an indicator of competitive ability in forest environments.
Main Results:
- Demographic parameter relationships with occurrence probability showed little variation across shade tolerance levels and regions.
- Intrinsic growth rate (r) was generally negatively correlated with occurrence probability (Pocc).
- Population density (N) and carrying capacity (K) were generally positively correlated with occurrence probability (Pocc).
Conclusions:
- Temperate forest trees exhibit highest occurrence probability in areas with high population density and slow intrinsic growth rates.
- Species' competitive ability (shade tolerance) did not significantly alter the observed demographic-occurrence relationships.
- Uncertainty in demographic estimations necessitates caution when integrating species distribution and demographic models.
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