Improved prediction of Canada lynx distribution through regional model transferability and data efficiency

Testing whether ensemble modelling is advantageous for maximising predictive performance of species distribution models

(2020) Tianxiao Hao et al.   ECOGRAPHY

Will Lynx Lose Their Edge? Canada Lynx Occupancy in Washington

(2020) Travis W. King et al.   JOURNAL OF WILDLIFE MANAGEMENT

Differential habitat associations in peripheral populations of threatened species: The case of the Caucasian grouse

(2019) Nader Habibzadeh et al.   ECOLOGICAL RESEARCH

Incorporating local adaptation into forecasts of species’ distribution and abundance under climate change

(2019) Megan L. Peterson et al.   GLOBAL CHANGE BIOLOGY

Conservation implications of sex‐specific landscape suitability for a large generalist carnivore

(2019) Mariela Gantchoff et al.   DIVERSITY AND DISTRIBUTIONS

Integrating anthropogenic factors into regional‐scale species distribution models—A novel application in the imperiled sagebrush biome

(2019) Juan M. Requena‐Mullor et al.   GLOBAL CHANGE BIOLOGY

Finding the right fit: Comparative cetacean distribution models using multiple data sources and statistical approaches

(2018) Solene Derville et al.   DIVERSITY AND DISTRIBUTIONS

Are all data types and connectivity models created equal? Validating common connectivity approaches with dispersal data

(2018) Katherine A. Zeller et al.   DIVERSITY AND DISTRIBUTIONS

Background sampling and transferability of species distribution model ensembles under climate change

(2018) Maialen Iturbide et al.   GLOBAL AND PLANETARY CHANGE

A machine-learning approach for extending classical wildlife resource selection analyses

(2018) Kevin T. Shoemaker et al.   Ecology and Evolution

An evaluation of transferability of ecological niche models

(2018) Huijie Qiao et al.   ECOGRAPHY

The effect of large sample sizes on ecological niche models: Analysis using a North American rodent, Peromyscus maniculatus

(2018) Robert A. Boria et al.   ECOLOGICAL MODELLING

Classifying drivers of global forest loss

(2018) Philip G. Curtis et al.   SCIENCE

Outstanding Challenges in the Transferability of Ecological Models

(2018) Katherine L. Yates et al.   TRENDS IN ECOLOGY & EVOLUTION

Niche shift and resource supplementation facilitate an amphibian range expansion

(2018) Sarah J. Davies et al.   DIVERSITY AND DISTRIBUTIONS

Understanding and predicting habitat for wildlife conservation: the case of Canada lynx at the range periphery

(2017) Joseph D. Holbrook et al.   Ecosphere

SoilGrids250m: Global gridded soil information based on machine learning

(2017) Tomislav Hengl et al.   PLoS One

The importance of data quality for generating reliable distribution models for rare, elusive, and cryptic species

(2017) Keith B. Aubry et al.   PLoS One

Addressing potential local adaptation in species distribution models: implications for conservation under climate change

(2016) Maria Helena Hällfors et al.   ECOLOGICAL APPLICATIONS

Winter diet and hunting success of Canada lynx in Colorado

(2016) Jacob S. Ivan et al.   JOURNAL OF WILDLIFE MANAGEMENT

Locally Downscaled and Spatially Customizable Climate Data for Historical and Future Periods for North America

(2016) Tongli Wang et al.   PLoS One

Modeling the distribution of Apennine brown bears during hyperphagia to reduce the impact of wild boar hunting

(2015) L. Maiorano et al.   EUROPEAN JOURNAL OF WILDLIFE RESEARCH

Habitat availability is not limiting the distribution of the Bohemian–Bavarian lynx Lynx lynx population

(2015) Nora Magg et al.   ORYX

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

The effects of phenotypic plasticity and local adaptation on forecasts of species range shifts under climate change

(2014) Fernando Valladares et al.   ECOLOGY LETTERS

Ecoregions of the Conterminous United States: Evolution of a Hierarchical Spatial Framework

(2014) James M. Omernik et al.   ENVIRONMENTAL MANAGEMENT

Modelling beyond data is uninformative: a comment on “State-space modelling reveals proximate causes of harbour seal population declines” by Matthiopoulos et al.

(2014) Mike Lonergan   OECOLOGIA

Habitat Loss, Not Fragmentation, Drives Occurrence Patterns of Canada Lynx at the Southern Range Periphery

(2014) Megan L. Hornseth et al.   PLoS One

Analysis of regional species distribution models based on radio-telemetry datasets from multiple small-scale studies

(2013) Mindy B. Rice et al.   JOURNAL OF WILDLIFE MANAGEMENT

High-Resolution Global Maps of 21st-Century Forest Cover Change

(2013) M. C. Hansen et al.   SCIENCE

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

Functional connectivity of lynx at their southern range periphery in Ontario, Canada

(2012) Aaron A. Walpole et al.   LANDSCAPE ECOLOGY

Reconsidering the Specialist-Generalist Paradigm in Niche Breadth Dynamics: Resource Gradient Selection by Canada Lynx and Bobcat

(2012) Michael J. L. Peers et al.   PLoS One

Selecting pseudo-absences for species distribution models: how, where and how many?

(2012) Morgane Barbet-Massin et al.   Methods in Ecology and Evolution

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

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

Temperature as a potent driver of regional forest drought stress and tree mortality

(2012) A. Park Williams et al.   Nature Climate Change

pROC: an open-source package for R and S+ to analyze and compare ROC curves

(2011) Xavier Robin et al.   BMC BIOINFORMATICS

Evaluating the Canada lynx reintroduction programme in Colorado: patterns in mortality

(2010) Olivier Devineau et al.   JOURNAL OF APPLIED ECOLOGY

Seasonal Resource Selection of Canada Lynx in Managed Forests of the Northern Rocky Mountains

(2010) John R. Squires et al.   JOURNAL OF WILDLIFE MANAGEMENT

Correlation and studies of habitat selection: problem, red herring or opportunity?

(2010) J. Fieberg et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

Quantification of global gross forest cover loss

(2010) M. C. Hansen et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Applications and limitations of museum data for conservation and ecology, with particular attention to species distribution models

(2010) Tim Newbold   PROGRESS IN PHYSICAL GEOGRAPHY

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

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

BIOMOD - a platform for ensemble forecasting of species distributions

(2009) Wilfried Thuiller et al.   ECOGRAPHY

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

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

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

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

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

Rethinking receiver operating characteristic analysis applications in ecological niche modeling

(2008) A. Townsend Peterson et al.   ECOLOGICAL MODELLING

Temperature trends at high elevations: Patterns across the globe

(2008) N. C. Pepin et al.   GEOPHYSICAL RESEARCH LETTERS

Accounting for population variation improves estimates of the impact of climate change on species growth and distribution

(2008) Gregory A. ONeill et al.   JOURNAL OF APPLIED ECOLOGY

Mountain pine beetle and forest carbon feedback to climate change

(2008) W. A. Kurz et al.   NATURE

Can multiscale models of species’ distribution be generalized from region to region? A case study of the koala

(2007) C. A. McAlpine et al.   JOURNAL OF APPLIED ECOLOGY