Species distribution models: ecological explanation and prediction across space and time

J Elith, JR Leathwick - Annual review of ecology, evolution, and …, 2009 - annualreviews.org
Species distribution models (SDMs) are numerical tools that combine observations of
species occurrence or abundance with environmental estimates. They are used to gain …

Climatic change in mountain regions: a review of possible impacts

M Beniston - Climatic change, 2003 - Springer
This paper addresses a number of issues related to current and future climatic change and
its impacts on mountain environments and economies, focusing on theMountain Regions' …

Novel competitors shape species' responses to climate change

JM Alexander, JM Diez, JM Levine - Nature, 2015 - nature.com
Understanding how species respond to climate change is critical for forecasting the future
dynamics and distribution of pests, diseases and biological diversity,,. Although ecologists …

Overcoming limitations of modelling rare species by using ensembles of small models

FT Breiner, A Guisan, A Bergamini… - Methods in Ecology …, 2015 - Wiley Online Library
Species distribution models (SDM s) have become a standard tool in ecology and applied
conservation biology. Modelling rare and threatened species is particularly important for …

Predictive habitat distribution models in ecology

A Guisan, NE Zimmermann - Ecological modelling, 2000 - Elsevier
With the rise of new powerful statistical techniques and GIS tools, the development of
predictive habitat distribution models has rapidly increased in ecology. Such models are …

Evaluation of digital soil mapping approaches with large sets of environmental covariates

M Nussbaum, K Spiess, A Baltensweiler, U Grob… - Soil, 2018 - soil.copernicus.org
The spatial assessment of soil functions requires maps of basic soil properties.
Unfortunately, these are either missing for many regions or are not available at the desired …

Topographically controlled thermal‐habitat differentiation buffers alpine plant diversity against climate warming

D Scherrer, C Körner - Journal of biogeography, 2011 - Wiley Online Library
Abstract Aim We aim to:(1) explore thermal habitat preferences in alpine plant species
across mosaics of topographically controlled micro‐habitats;(2) test the predictive value of …

Generalized linear and generalized additive models in studies of species distributions: setting the scene

A Guisan, TC Edwards Jr, T Hastie - Ecological modelling, 2002 - Elsevier
An important statistical development of the last 30 years has been the advance in regression
analysis provided by generalized linear models (GLMs) and generalized additive models …

Evaluating the ability of habitat suitability models to predict species presences

AH Hirzel, G Le Lay, V Helfer, C Randin, A Guisan - Ecological modelling, 2006 - Elsevier
Models predicting species spatial distribution are increasingly applied to wildlife
management issues, emphasising the need for reliable methods to evaluate the accuracy of …

Evaluating presence–absence models in ecology: the need to account for prevalence

S Manel, HC Williams… - Journal of applied Ecology, 2001 - Wiley Online Library
Summary 1 Models for predicting the distribution of organisms from environmental data are
widespread in ecology and conservation biology. Their performance is invariably evaluated …