Reliability in distribution modeling—a synthesis and step-by-step guidelines for improved practice
Information about the distribution of a study object (eg, species or habitat) is essential in face
of increasing pressure from land or sea use, and climate change. Distribution models are …
of increasing pressure from land or sea use, and climate change. Distribution models are …
Further advances in predicting species distributions
GG Moisen, TC Edwards… - Ecological Modelling, 2006 - ui.adsabs.harvard.edu
In 2001, a workshop focused on the use of generalized linear models (GLM: McCullagh and
Nelder, 1989) and generalized additive models (GAM: Hastie and Tibshirani, 1986, 1990) …
Nelder, 1989) and generalized additive models (GAM: Hastie and Tibshirani, 1986, 1990) …
New trends in species distribution modelling
NE Zimmermann, TC Edwards Jr, CH Graham… - …, 2010 - Wiley Online Library
Species distribution modelling has its origin in the late 1970s when computing capacity was
limited. Early work in the field concentrated mostly on the development of methods to model …
limited. Early work in the field concentrated mostly on the development of methods to model …
An evaluation of environmental factors affecting species distributions
MB Ashcroft, KO French, LA Chisholm - Ecological Modelling, 2011 - Elsevier
Many different models can be built to explain the distributions of species. Often there is no
single model that is clearly better than the alternatives, and this leads to uncertainty over …
single model that is clearly better than the alternatives, and this leads to uncertainty over …
openModeller: a generic approach to species' potential distribution modelling
Species' potential distribution modelling is the process of building a representation of the
fundamental ecological requirements for a species and extrapolating these requirements …
fundamental ecological requirements for a species and extrapolating these requirements …
Caveats for correlative species distribution modeling
Correlative species distribution models are becoming commonplace in the scientific
literature and public outreach products, displaying locations, abundance, or suitable …
literature and public outreach products, displaying locations, abundance, or suitable …
The continuing challenges of testing species distribution models
IP Vaughan, SJ Ormerod - Journal of applied ecology, 2005 - Wiley Online Library
Summary 1 Species distribution models could bring manifold benefits across ecology, but
require careful testing to prove their reliability and guide users. Shortcomings in testing are …
require careful testing to prove their reliability and guide users. Shortcomings in testing are …
Testing the predictive performance of distribution models
Distribution models are used to predict the likelihood of occurrence or abundance of a
species at locations where census data are not available. An integral part of modelling is the …
species at locations where census data are not available. An integral part of modelling is the …
Incorporating uncertainty in predictive species distribution modelling
Motivated by the need to solve ecological problems (climate change, habitat fragmentation
and biological invasions), there has been increasing interest in species distribution models …
and biological invasions), there has been increasing interest in species distribution models …
Do they? How do they? WHY do they differ? On finding reasons for differing performances of species distribution models
Species distribution models (SDMs) are increasingly being used to address a diverse range
of applied and theoretical questions (Guisan and Thuiller 2005, Jeschke and Strayer 2008) …
of applied and theoretical questions (Guisan and Thuiller 2005, Jeschke and Strayer 2008) …