Assessing transferability of ecological models: an underappreciated aspect of statistical validation (Q56924631)

https://api.crossref.org/works/10.1111%2FJ.2041-210X.2011.00170.X

Validation of species-climate impact models under climate change

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.2041-210X.2011.00170.X

A survey of cross-validation procedures for model selection

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.2041-210X.2011.00170.X

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

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.2041-210X.2011.00170.X

Evaluating resource selection functions

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.2041-210X.2011.00170.X

Identifying Important Risk Factors for Survival in Kidney Graft Failure Patients Using Random Survival Forests

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.2041-210X.2011.00170.X

Multimodel Inference: Understanding AIC and BIC in Model Selection

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.2041-210X.2011.00170.X

Random forests for classification in ecology.

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.2041-210X.2011.00170.X

Methods to account for spatial autocorrelation in the analysis of species distributional data: a review

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.2041-210X.2011.00170.X

Modelling ecological niches with support vector machines

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.2041-210X.2011.00170.X

Alien invasions in aquatic ecosystems: Toward an understanding of brook trout invasions and potential impacts on inland cutthroat trout in western North America

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.2041-210X.2011.00170.X

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

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.2041-210X.2011.00170.X

A working guide to boosted regression trees

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.2041-210X.2011.00170.X

Novel methods improve prediction of species’ distributions from occurrence data

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.2041-210X.2011.00170.X

Gradient modeling of conifer species using random forests

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.2041-210X.2011.00170.X

Predictive habitat distribution models in ecology

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.2041-210X.2011.00170.X

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

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.2041-210X.2011.00170.X

Assessing the generalizability of prognostic information

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.2041-210X.2011.00170.X

Multiscale effects of flow regime and habitat and their interaction on fish assemblage structure in eastern Australia

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.2041-210X.2011.00170.X

Projections of suitable habitat for rare species under global warming scenarios

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.2041-210X.2011.00170.X

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

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.2041-210X.2011.00170.X

Illuminating the “black box”: a randomization approach for understanding variable contributions in artificial neural networks

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.2041-210X.2011.00170.X

Machine learning methods without tears: a primer for ecologists

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.2041-210X.2011.00170.X

Predicting the potential invasive distributions of four alien plant species in North America

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.2041-210X.2011.00170.X

Are niche-based species distribution models transferable in space?

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.2041-210X.2011.00170.X

Temporal transferability of wildlife habitat models: implications for habitat monitoring

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.2041-210X.2011.00170.X

The continuing challenges of testing species distribution models

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.2041-210X.2011.00170.X

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

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.2041-210X.2011.00170.X

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

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.2041-210X.2011.00170.X

Projected distributions of novel and disappearing climates by 2100 AD

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.2041-210X.2011.00170.X

Evaluating presence-absence models in ecology: the need to account for prevalence

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.2041-210X.2011.00170.X

Uncertainty in ensemble forecasting of species distribution

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FJ.2041-210X.2011.00170.X