Transferring biodiversity models for conservation: Opportunities and challenges

A practical overview of transferability in species distribution modeling

(2017) Wioletta Werkowska et al.   ENVIRONMENTAL REVIEWS

A practical overview of transferability in species distribution modeling

(2017) Wioletta Werkowska et al.   ENVIRONMENTAL REVIEWS

On the usefulness of prediction intervals for local species distribution model forecasts

(2017) Christian Kampichler et al.   Ecological Informatics

Novel application of a quantitative spatial comparison tool to species distribution data

(2016) Esther L. Jones et al.   ECOLOGICAL INDICATORS

On the dangers of model complexity without ecological justification in species distribution modeling

(2016) David M. Bell et al.   ECOLOGICAL MODELLING

Transferability of species distribution models: The case of Phytophthora cinnamomi in Southwest Spain and Southwest Australia

(2016) J. Duque-Lazo et al.   ECOLOGICAL MODELLING

The effects of model and data complexity on predictions from species distributions models

(2016) David García-Callejas et al.   ECOLOGICAL MODELLING

Contemporary niche contraction affects climate change predictions for elephants and giraffes

(2015) Fernando Martínez-Freiría et al.   DIVERSITY AND DISTRIBUTIONS

Impact of model complexity on cross-temporal transferability in Maxent species distribution models: An assessment using paleobotanical data

(2015) Elena Moreno-Amat et al.   ECOLOGICAL MODELLING

Transferability and Generalizability of Regression Models of Ultrafine Particles in Urban Neighborhoods in the Boston Area

(2015) Allison P. Patton et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Transferability of predictive models of coral reef fish species richness

(2015) Ana M. M. Sequeira et al.   JOURNAL OF APPLIED ECOLOGY

Extrapolating cetacean densities beyond surveyed regions: habitat-based predictions in the circumtropical belt

(2015) Laura Mannocci et al.   JOURNAL OF BIOGEOGRAPHY

Spatial Transferability of Habitat Suitability Models of Nephrops norvegicus among Fished Areas in the Northeast Atlantic: Sufficiently Stable for Marine Resource Conservation?

(2015) Valentina Lauria et al.   PLoS One

Poor Transferability of Species Distribution Models for a Pelagic Predator, the Grey Petrel, Indicates Contrasting Habitat Preferences across Ocean Basins

(2015) Leigh G. Torres et al.   PLoS One

On Extrapolating Past the Range of Observed Data When Making Statistical Predictions in Ecology

(2015) Paul B. Conn et al.   PLoS One

Shaping up model transferability and generality of species distribution modeling for predicting invasions: implications from a study on Bythotrephes longimanus

(2014) Lifei Wang et al.   BIOLOGICAL INVASIONS

Here be dragons: a tool for quantifying novelty due to covariate range and correlation change when projecting species distribution models

(2014) Mohsen B. Mesgaran et al.   DIVERSITY AND DISTRIBUTIONS

Predicting species distributions in new areas or time periods with alpha-shapes

(2014) César Capinha et al.   Ecological Informatics

Substitutable habitats? The biophysical and anthropogenic drivers of an exotic bird’s distribution

(2013) Amélie Y. Davis et al.   BIOLOGICAL INVASIONS

Integrating ensemble species distribution modelling and statistical phylogeography to inform projections of climate change impacts on species distributions

(2013) Brenna R. Forester et al.   DIVERSITY AND DISTRIBUTIONS

Constraints on interpretation of ecological niche models by limited environmental ranges on calibration areas

(2013) Hannah L. Owens et al.   ECOLOGICAL MODELLING

Predicting current and future global distributions of whale sharks

(2013) Ana M. M. Sequeira et al.   GLOBAL CHANGE BIOLOGY

Space can substitute for time in predicting climate-change effects on biodiversity

(2013) Jessica L. Blois et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Effectiveness of Bayesian Updating Attributes in Data Transferability Applications

(2013) Taha H. Rashidi et al.   TRANSPORTATION RESEARCH RECORD

Applied statistics in ecology: common pitfalls and simple solutions

(2013) E. Ashley Steel et al.   Ecosphere

Process-based models are required to manage ecological systems in a changing world

(2013) K. Cuddington et al.   Ecosphere

Climate suitability and human influences combined explain the range expansion of an invasive horticultural plant

(2012) Carolyn M. Beans et al.   BIOLOGICAL INVASIONS

Predicting to new environments: tools for visualizing model behaviour and impacts on mapped distributions

(2012) Damaris Zurell et al.   DIVERSITY AND DISTRIBUTIONS

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

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

Use of niche models in invasive species risk assessments

(2011) A. Jiménez-Valverde et al.   BIOLOGICAL INVASIONS

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

(2011) Risto K. Heikkinen et al.   ECOGRAPHY

Pushing the limits in marine species distribution modelling: lessons from the land present challenges and opportunities

(2011) L. M. Robinson et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

A statistical explanation of MaxEnt for ecologists

(2010) Jane Elith et al.   DIVERSITY AND DISTRIBUTIONS

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

(2010) Gael Grenouillet et al.   ECOGRAPHY

Modeling plant ranges over 75 years of climate change in California, USA: temporal transferability and species traits

(2010) Solomon Z. Dobrowski et al.   ECOLOGICAL MONOGRAPHS

A Generalized Formula for Converting Chi-Square Tests to Effect Sizes for Meta-Analysis

(2010) Michael S. Rosenberg   PLoS One

Correlative and mechanistic models of species distribution provide congruent forecasts under climate change

(2010) Michael R. Kearney et al.   Conservation Letters

The art of modelling range-shifting species

(2010) Jane Elith et al.   Methods in Ecology and Evolution

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

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

The projection of species distribution models and the problem of non-analog climate

(2009) Matthew C. Fitzpatrick et al.   BIODIVERSITY AND CONSERVATION

Transferability of environmental favourability models in geographic space: The case of the Iberian desman (Galemys pyrenaicus) in Portugal and Spain

(2009) A. Márcia Barbosa et al.   ECOLOGICAL MODELLING

Historically calibrated predictions of butterfly species' range shift using global change as a pseudo-experiment

(2009) Heather M. Kharouba et al.   ECOLOGY

Transferability of predictive fish distribution models in two coastal systems

(2009) Göran Sundblad et al.   ESTUARINE COASTAL AND SHELF SCIENCE

Transferability of Economic Evaluations Across Jurisdictions: ISPOR Good Research Practices Task Force Report

(2009) Michael Drummond et al.   VALUE IN HEALTH

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

Predicting tree distributions in an East African biodiversity hotspot: model selection, data bias and envelope uncertainty

(2008) Philip J. Platts et al.   ECOLOGICAL MODELLING

Prediction of plant species distributions across six millennia

(2008) Peter B. Pearman et al.   ECOLOGY LETTERS

ENVIRONMENTAL NICHE EQUIVALENCY VERSUS CONSERVATISM: QUANTITATIVE APPROACHES TO NICHE EVOLUTION

(2008) Dan L. Warren et al.   EVOLUTION