Ecology · 2006 · 299 citations · 22 references
Life SciencesConservation BiologyEcologyClimate ScienceEvolutionary EcologySpecies ConservationBird ConservationClimate ChangeClimate Impact ModelingClimate Risk AssessmentExtinction RiskWildlife ConservationClimate Change ImpactsClimate Change Impacts On PopulationsClimate Change ScenariosClimate Vulnerability AssessmentExtinction Risk EvaluationPrediction Uncertainty QuantificationSpecies Extinction RiskSpecies Extinction Risk Assessment
Widespread extinction is a predicted ecological consequence of global warming. Extinction risk under climate change scenarios is a function of distribution breadth. Focusing on trees and birds of the eastern United States, we used joint climate and environment models to examine fit and climate change vulnerability as a function of distribution breadth. We found that extinction vulnerability increases with decreasing distribution size. We also found that model fit decreases with decreasing distribution size, resulting in high prediction uncertainty among narrowly distributed species. High prediction uncertainty creates a conservation dilemma in that excluding these species under-predicts extinction risk and favors mistaken inaction on global warming. By contrast, including narrow endemics results in over-predicting extinction risk and promotes mistaken inaction on behalf of individual species prematurely considered doomed to extinction.
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Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text
Classification and Regression Trees.
Alexander Gordon, Leo Breiman, Jerome H. Friedman et al. · Biometrics · 1984 · 23.9K citations
Classification and Regression Trees.
John Van Ryzin, Leo Breiman, Jerome H. Friedman et al. · Journal of the American Statistical Association · 1986 · 21K citations
Extinction risk from climate change
Chris D. Thomas, A. Cameron, Rhys E. Green et al. · Nature · 2004 · 7.7K citations · Full text
Ecosystems and Human Well-Being: Biodiversity Synthesis
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