Improving species distribution models: the value of data on abundance

Dynamic species distribution models from categorical survey data

(2013) Nova Mieszkowska et al.   JOURNAL OF ANIMAL ECOLOGY

Observed and predicted effects of climate change on species abundance in protected areas

(2013) Alison Johnston et al.   Nature Climate Change

How can statistical models help to determine driving factors of landslides?

(2012) Peter Vorpahl et al.   ECOLOGICAL MODELLING

Uses and misuses of bioclimatic envelope modeling

(2012) Miguel B. Araújo et al.   ECOLOGY

Evaluating the effectiveness of conservation site networks under climate change: accounting for uncertainty

(2012) Robert Bagchi et al.   GLOBAL CHANGE BIOLOGY

A niche for biology in species distribution models

(2012) Steven I. Higgins et al.   JOURNAL OF BIOGEOGRAPHY

How to understand species’ niches and range dynamics: a demographic research agenda for biogeography

(2012) Frank M. Schurr et al.   JOURNAL OF BIOGEOGRAPHY

Modelling changes in species’ abundance in response to projected climate change

(2011) Anna R. Renwick et al.   DIVERSITY AND DISTRIBUTIONS

Uncertainty in predictions of range dynamics: black grouse climbing the Swiss Alps

(2011) Damaris Zurell et al.   ECOGRAPHY

Forecasting species ranges by statistical estimation of ecological niches and spatial population dynamics

(2011) Jörn Pagel et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Rise of the generalists: evidence for climate driven homogenization in avian communities

(2011) Catherine M. Davey et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

SESAM - a new framework integrating macroecological and species distribution models for predicting spatio-temporal patterns of species assemblages

(2011) Antoine Guisan et al.   JOURNAL OF BIOGEOGRAPHY

Getting the most out of atlas data

(2010) M. P. Robertson et al.   DIVERSITY AND DISTRIBUTIONS

Geoadditive regression modeling of stream biological condition

(2010) Matthias Schmid et al.   ENVIRONMENTAL AND ECOLOGICAL STATISTICS

Assessing the effect of prevalence on the predictive performance of species distribution models using simulated data

(2010) Truly Santika   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Improving species distribution models for climate change studies: variable selection and scale

(2010) Mike P. Austin et al.   JOURNAL OF BIOGEOGRAPHY

Fast stable restricted maximum likelihood and marginal likelihood estimation of semiparametric generalized linear models

(2010) Simon N. Wood   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Abundance and the Environmental Niche: Environmental Suitability Estimated from Niche Models Predicts the Upper Limit of Local Abundance

(2009) Jeremy VanDerWal et al.   AMERICAN NATURALIST

Static species distribution models in dynamically changing systems: how good can predictions really be?

(2009) Damaris Zurell et al.   ECOGRAPHY

Potential impacts of climatic change on the breeding and non-breeding ranges and migration distance of EuropeanSylviawarblers

(2009) Nathalie Doswald et al.   JOURNAL OF BIOGEOGRAPHY

An Indicator of the Impact of Climatic Change on European Bird Populations

(2009) Richard D. Gregory et al.   PLoS One

Predicting extinction risks under climate change: coupling stochastic population models with dynamic bioclimatic habitat models

(2008) D. A Keith et al.   Biology Letters

Performance of climate envelope models in retrodicting recent changes in bird population size from observed climatic change

(2008) R. E Green et al.   Biology Letters

Evaluation of consensus methods in predictive species distribution modelling

(2008) Mathieu Marmion et al.   DIVERSITY AND DISTRIBUTIONS

A comparison of the performance of threshold criteria for binary classification in terms of predicted prevalence and kappa

(2008) Elizabeth A. Freeman et al.   ECOLOGICAL MODELLING

Machine Learning Methods Without Tears: A Primer for Ecologists

(2008) Julian D. Olden et al.   QUARTERLY REVIEW OF BIOLOGY