Evaluating collinearity effects on species distribution models: An approach based on virtual species simulation

Using species distribution models to inform IUCN Red List assessments

(2014) Mindy M. Syfert et al.   BIOLOGICAL CONSERVATION

Assessing the conservation status of species with limited available data and disjunct distribution

(2014) João Carlos de Castro Pena et al.   BIOLOGICAL CONSERVATION

Amazonian species within the Cerrado savanna: new records and potential distribution for Aglae caerulea (Apidae: Euglossini)

(2013) Daniel P. Silva et al.   APIDOLOGIE

Using species distribution modelling to disentangle realised versus potential distributions for rare species conservation

(2013) Arnald Marcer et al.   BIOLOGICAL CONSERVATION

Equivalence of MAXENT and Poisson Point Process Models for Species Distribution Modeling in Ecology

(2013) Ian W. Renner et al.   BIOMETRICS

New measures for assessing model equilibrium and prediction mismatch in species distribution models

(2013) A. Márcia Barbosa et al.   DIVERSITY AND DISTRIBUTIONS

Inference from presence-only data; the ongoing controversy

(2013) Trevor Hastie et al.   ECOGRAPHY

Inferring the similarity of species distributions using Species’ Distribution Models

(2013) William Godsoe   ECOGRAPHY

Choice of study area and predictors affect habitat suitability projections, but not the performance of species distribution models of stream biota

(2013) Sami Domisch et al.   ECOLOGICAL MODELLING

Species distribution models predict range expansion better than chance but not better than a simple dispersal model

(2013) Marta Rodríguez-Rey et al.   ECOLOGICAL MODELLING

Seeking the flowers for the bees: Integrating biotic interactions into niche models to assess the distribution of the exotic bee species Lithurgus huberi in South America

(2013) Daniel P. Silva et al.   ECOLOGICAL MODELLING

Should species distribution models account for spatial autocorrelation? A test of model projections across eight millennia of climate change

(2013) Sydne Record et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Using predictive modelling to guide the conservation of a critically endangered coastal wetland amphibian

(2013) Jeanne Tarrant et al.   JOURNAL FOR NATURE CONSERVATION

Modeling potential geographical distribution of the wild nests of Melipona capixaba Moure & Camargo, 1994 (Hymenoptera, Apidae): conserving isolated populations in mountain habitats

(2013) Bruna Danielle Vieira Serra et al.   Natureza & Conservacao

Basic questions in biogeography and the (lack of) simplicity of species distributions: Putting species distribution models in the right place

(2013) Joaquín Hortal et al.   Natureza & Conservacao

Species Distribution Modeling and Ecological Niche Modeling: Getting the Concepts Right

(2013) A. Townsend Peterson et al.   Natureza & Conservacao

The Effects of Sampling Bias and Model Complexity on the Predictive Performance of MaxEnt Species Distribution Models

(2013) Mindy M. Syfert et al.   PLoS One

Modeling Species Distributions from Heterogeneous Data for the Biogeographic Regionalization of the European Bryophyte Flora

(2013) Rubén G. Mateo et al.   PLoS One

Fit-for-Purpose: Species Distribution Model Performance Depends on Evaluation Criteria – Dutch Hoverflies as a Case Study

(2013) Jesús Aguirre-Gutiérrez et al.   PLoS One

The impact of modelling choices in the predictive performance of richness maps derived from species-distribution models: guidelines to build better diversity models

(2013) Blas M. Benito et al.   Methods in Ecology and Evolution

A straightforward conceptual approach for evaluating spatial conservation priorities under climate change

(2012) Rafael D. Loyola et al.   BIODIVERSITY AND CONSERVATION

Modeling the potential area of occupancy at fine resolution may reduce uncertainty in species range estimates

(2012) Borja Jiménez-Alfaro et al.   BIOLOGICAL CONSERVATION

The role of biotic interactions in shaping distributions and realised assemblages of species: implications for species distribution modelling

(2012) Mary Susanne Wisz et al.   BIOLOGICAL REVIEWS

Niche breadth and range area in North American trees

(2012) Xavier Morin et al.   ECOGRAPHY

Collinearity: a review of methods to deal with it and a simulation study evaluating their performance

(2012) Carsten F. Dormann et al.   ECOGRAPHY

Sample sizes and model comparison metrics for species distribution models

(2012) B.B. Hanberry et al.   ECOLOGICAL MODELLING

Cross-validation of species distribution models: removing spatial sorting bias and calibration with a null model

(2012) Robert J. Hijmans   ECOLOGY

Uses and misuses of bioclimatic envelope modeling

(2012) Miguel B. Araújo et al.   ECOLOGY

Using avatar species to model the potential distribution of emerging invaders

(2012) Eric R. Larson et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Using virtual species to study species distributions and model performance

(2012) Christine N. Meynard et al.   JOURNAL OF BIOGEOGRAPHY

Testing the predictive performance of distribution models

(2012) Volker Bahn et al.   OIKOS

Assessing transferability of ecological models: an underappreciated aspect of statistical validation

(2012) Seth J. Wenger et al.   Methods in Ecology and Evolution

Unprotecting the rare species: a niche-based gap analysis for odonates in a core Cerrado area

(2011) Caroline C. Nóbrega et al.   DIVERSITY AND DISTRIBUTIONS

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

(2011) Damaris Zurell et al.   ECOGRAPHY

Method selection for species distribution modelling: are temporally or spatially independent evaluations necessary?

(2011) David R. Roberts et al.   ECOGRAPHY

Does the interpolation accuracy of species distribution models come at the expense of transferability?

(2011) Risto K. Heikkinen et al.   ECOGRAPHY

Incorporating classified dispersal assumptions in predictive distribution models – A case study with grasshoppers and bush-crickets

(2011) Jörn Buse et al.   ECOLOGICAL MODELLING

Modelling species distributions with penalised logistic regressions: A comparison with maximum entropy models

(2011) Aitor Gastón et al.   ECOLOGICAL MODELLING

The crucial role of the accessible area in ecological niche modeling and species distribution modeling

(2011) Narayani Barve et al.   ECOLOGICAL MODELLING

Species-specific tuning increases robustness to sampling bias in models of species distributions: An implementation with Maxent

(2011) Robert P. Anderson et al.   ECOLOGICAL MODELLING

Choice of predictor variables as a source of uncertainty in continental-scale species distribution modelling under climate change

(2011) Nicholas W. Synes et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Geographical patterns in prediction errors of species distribution models

(2011) Jan Hanspach et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Global patterns in the shape of species geographical ranges reveal range determinants

(2011) Andrés Baselga et al.   JOURNAL OF BIOGEOGRAPHY

Spatial autocorrelation in predictors reduces the impact of positional uncertainty in occurrence data on species distribution modelling

(2011) Babak Naimi et al.   JOURNAL OF BIOGEOGRAPHY

Effects of the Training Dataset Characteristics on the Performance of Nine Species Distribution Models: Application to Diabrotica virgifera virgifera

(2011) Maxime Dupin et al.   PLoS One

Species distribution models that do not incorporate global data misrepresent potential distributions: a case study using Iberian diving beetles

(2010) David Sánchez-Fernández et al.   DIVERSITY AND DISTRIBUTIONS

A statistical explanation of MaxEnt for ecologists

(2010) Jane Elith et al.   DIVERSITY AND DISTRIBUTIONS

The uncertain nature of absences and their importance in species distribution modelling

(2010) Jorge M. Lobo et al.   ECOGRAPHY

Measuring and comparing the accuracy of species distribution models with presence-absence data

(2010) Canran Liu et al.   ECOGRAPHY

Biotic and abiotic variables show little redundancy in explaining tree species distributions

(2010) Eliane S. Meier et al.   ECOGRAPHY

Ensemble modelling of species distribution: the effects of geographical and environmental ranges

(2010) Gael Grenouillet et al.   ECOGRAPHY

Species distribution modelling: Does one size fit all? A phytogeographic analysis of Salix in Ontario

(2010) Philippe A. Stankowski et al.   ECOLOGICAL MODELLING

New records and a niche model for the distribution of two Neotropical damselflies: Schistolobos boliviensis and Tuberculobasis inversa (Odonata: Coenagrionidae)

(2010) MIRIAN C. DE ALMEIDA et al.   Insect Conservation and Diversity

Exploring the effects of quantity and location of pseudo-absences and sampling biases on the performance of distribution models with limited point occurrence data

(2010) Jorge M. Lobo et al.   JOURNAL FOR NATURE CONSERVATION

Using species distribution models to guide conservation at the state level: the endangered American burying beetle (Nicrophorus americanus) in Oklahoma

(2010) Priscilla H. C. Crawford et al.   JOURNAL OF INSECT CONSERVATION

The virtual ecologist approach: simulating data and observers

(2010) Damaris Zurell et al.   OIKOS

Regional Variation Exaggerates Ecological Divergence in Niche Models

(2010) William Godsoe   SYSTEMATIC BIOLOGY

Species Distribution Models: Ecological Explanation and Prediction Across Space and Time

(2009) Jane Elith et al.   Annual Review of Ecology Evolution and Systematics

Effect of characteristics of butterfly species on the accuracy of distribution models in an arid environment

(2009) Tim Newbold et al.   BIODIVERSITY AND CONSERVATION

The effect of prevalence and its interaction with sample size on the reliability of species distribution models

(2009) A. Jiménez-Valverde et al.   COMMUNITY ECOLOGY

Partitioning and mapping uncertainties in ensembles of forecasts of species turnover under climate change

(2009) José Alexandre F. Diniz-Filho et al.   ECOGRAPHY

Differences in spatial predictions among species distribution modeling methods vary with species traits and environmental predictors

(2009) Alexandra D. Syphard et al.   ECOGRAPHY

Sample selection bias and presence-only distribution models: implications for background and pseudo-absence data

(2009) Steven J. Phillips et al.   ECOLOGICAL APPLICATIONS

The effect of species response form on species distribution model prediction and inference

(2009) Truly Santika et al.   ECOLOGICAL MODELLING

Selecting pseudo-absence data for presence-only distribution modeling: How far should you stray from what you know?

(2009) Jeremy VanDerWal et al.   ECOLOGICAL MODELLING

openModeller: a generic approach to species’ potential distribution modelling

(2009) Mauro Enrique de Souza Muñoz et al.   GEOINFORMATICA

Uncertainty in ensemble forecasting of species distribution

(2009) LAËTITIA BUISSON et al.   GLOBAL CHANGE BIOLOGY

What determines a species’ geographical range? Thermal biology and latitudinal range size relationships in European diving beetles (Coleoptera: Dytiscidae)

(2009) Piero Calosi et al.   JOURNAL OF ANIMAL ECOLOGY

Spatially autocorrelated sampling falsely inflates measures of accuracy for presence-only niche models

(2009) Samuel D. Veloz   JOURNAL OF BIOGEOGRAPHY

Niches and distributional areas: Concepts, methods, and assumptions

(2009) J. Soberon et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Spatial analysis improves species distribution modelling during range expansion

(2008) P. De Marco et al.   Biology Letters

Not as good as they seem: the importance of concepts in species distribution modelling

(2008) Alberto Jiménez-Valverde et al.   DIVERSITY AND DISTRIBUTIONS

Effects of sample size on the performance of species distribution models

(2008) M. S. Wisz et al.   DIVERSITY AND DISTRIBUTIONS

Evaluation of consensus methods in predictive species distribution modelling

(2008) Mathieu Marmion et al.   DIVERSITY AND DISTRIBUTIONS

Transferability, sample selection bias and background data in presence-only modelling: a response to Peterson et al. (2007)

(2008) Steven J. Phillips   ECOGRAPHY

Modeling of species distributions with Maxent: new extensions and a comprehensive evaluation

(2008) Steven J. Phillips et al.   ECOGRAPHY

The performance of state-of-the-art modelling techniques depends on geographical distribution of species

(2008) Mathieu Marmion et al.   ECOLOGICAL MODELLING

COMPONENTS OF UNCERTAINTY IN SPECIES DISTRIBUTION ANALYSIS: A CASE STUDY OF THE GREAT GREY SHRIKE

(2008) Carsten F. Dormann et al.   ECOLOGY

Historical bias in biodiversity inventories affects the observed environmental niche of the species

(2008) Joaquín Hortal et al.   OIKOS

AUC: a misleading measure of the performance of predictive distribution models

(2007) Jorge M. Lobo et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY