Biology Letters · 2016 · 66 citations · 24 references
BiologyBiodiversity LossBiodiversityRange ShiftEngineeringBody SizeBiogeographyMammalogyEvolutionary BiologyPhylogenetic RegressionSocial SciencesExtinction DriversPaleoecologyPopulation EcologyMammal Life HistoriesLatent Extinction RiskConservation Biology
Understanding extinction drivers in a human-dominated world is necessary to preserve biodiversity. We provide an overview of Quaternary extinctions and compare mammalian extinction events on continents and islands after human arrival in system-specific prehistoric and historic contexts. We highlight the role of body size and life-history traits in these extinctions. We find a significant size-bias except for extinctions on small islands in historic times. Using phylogenetic regression and classification trees, we find that while life-history traits are poor predictors of historic extinctions, those associated with difficulty in responding quickly to perturbations, such as small litter size, are good predictors of prehistoric extinctions. Our results are consistent with the idea that prehistoric and historic extinctions form a single continuing event with the same likely primary driver, humans, but the diversity of impacts and affected faunas is much greater in historic extinctions.
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Classification and Regression Trees.
Alexander Gordon, Leo Breiman, Jerome H. Friedman et al. · Biometrics · 1984 · 23.8K citations
Classification and Regression Trees.
John Van Ryzin, Leo Breiman, Jerome H. Friedman et al. · Journal of the American Statistical Association · 1986 · 21K citations
Phylogenetic Logistic Regression for Binary Dependent Variables
Anthony R. Ives, Theodore Garland · Systematic Biology · 2009 · 514 citations · Full text
Biology, Biodiversity, Phylogenetics +14