articleTop 1% cited
Generalized linear and generalized additive models in studies of species distributions: setting the scene
Ecological Modelling · 2002 · Vol. 157(2-3) · pp. 89–100
Antoine Guisan✉(University of Lausanne)Thomas C. Edwards(Utah State University)Trevor Hastie(Sequoia (United States))
Ecology and Vegetation Dynamics StudiesSpecies Distribution and Climate ChangePlant and animal studiesGeneralized linear modelGeneralized additive modelModel selectionIdentification (biology)Computer scienceStatistical modelHierarchical generalized linear modelEcologySelection (genetic algorithm)Linear model
Funding
- Akademie der Naturwissenschaften
Citations
2,314
FWCI
28.83
field-weighted impact
References
92
Percentile
100%
vs. same field & year
Citations per year
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References
Evaluating presence–absence models in ecology: the need to account for prevalence
Journal of Applied Ecology · 2001 · 1,755 citations
Applied logistic regression
Choice Reviews Online · 1990 · 35,647 citations
An Autologistic Model for the Spatial Distribution of Wildlife
Journal of Applied Ecology · 1996 · 659 citations
Model Selection and Multimodel Inference: A Practical Information-Theoretic Approach
Journal of Wildlife Management · 2003 · 42,134 citations
Generating surfaces of daily meteorological variables over large regions of complex terrain
Journal of Hydrology · 1997 · 1,422 citations
Assessing habitat-suitability models with a virtual species
Ecological Modelling · 2001 · 515 citations
Energy and Large-Scale Patterns of Animal- and Plant-Species Richness
The American Naturalist · 1991 · 1,761 citations
Model Selection and Inference: A Practical Information-Theoretic Approach
Journal of the American Statistical Association · 2000 · 4,222 citations
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Generalized linear and generalized additive models in studies of species distributions: setting the scene
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