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

Role of climate and invasive species in structuring trout distributions in the interior Columbia River Basin, USA

(2011) Seth J. Wenger et al.   CANADIAN JOURNAL OF FISHERIES AND AQUATIC SCIENCES

Temporal transferability of wildlife habitat models: implications for habitat monitoring

(2011) Mao-Ning Tuanmu et al.   JOURNAL OF BIOGEOGRAPHY

Flow regime, temperature, and biotic interactions drive differential declines of trout species under climate change

(2011) S. J. Wenger et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Projections of suitable habitat for rare species under global warming scenarios

(2010) F. Thomas Ledig et al.   AMERICAN JOURNAL OF BOTANY

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

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

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

Transferability of predictive fish distribution models in two coastal systems

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

A predictive model of burn severity based on 20-year satellite-inferred burn severity data in a large southwestern US wilderness area

(2009) Zachary A. Holden et al.   FOREST ECOLOGY AND MANAGEMENT

Uncertainty in ensemble forecasting of species distribution

(2009) LAËTITIA BUISSON et al.   GLOBAL CHANGE BIOLOGY

Is current climatic equilibrium a guarantee for the transferability of distribution model predictions? A case study of the spotted hyena

(2009) Sara Varela et al.   JOURNAL OF BIOGEOGRAPHY

Gradient modeling of conifer species using random forests

(2009) Jeffrey S. Evans et al.   LANDSCAPE ECOLOGY

A working guide to boosted regression trees

(2008) J. Elith et al.   JOURNAL OF ANIMAL ECOLOGY

Machine Learning Methods Without Tears: A Primer for Ecologists

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

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

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