(Q57013904)

Jane Elith

10

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Niklaus E. Zimmermann

Niklaus E. Zimmermann

9

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Wilfried Thuiller

7

Wilfried Thuiller

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Antoine Guisan

Antoine Guisan

4

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Rafael O Wüest

Rafael O. Wüest

8

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Cory Merow

1

Cory Merow

0 references

Sean M. McMahon

5

Sean M. McMahon

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author name string

Mathew J. Smith

2

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Thomas C. Edwards

Five (or so) challenges for species distribution modelling

3

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publication date

16 September 2014

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published in

Ecography

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volume

37

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issue

12

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page(s)

1267-1281

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cites work

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Ensemble forecasting of species distributions

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Uses and misuses of bioclimatic envelope modeling

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Validation of species-climate impact models under climate change

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Error and uncertainty in habitat models

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Regression analysis of spatial data

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Accounting for dispersal and biotic interactions to disentangle the drivers of species distributions and their abundances

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Anticipating the spatio-temporal response of plant diversity and vegetation structure to climate and land use change in a protected area

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Statistical Modeling: The Two Cultures (with comments and a rejoinder by the author)

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Does including physiology improve species distribution model predictions of responses to recent climate change?

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

The problem of pattern and scale in ecology: what have we learned in 20 years?

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

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

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

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%2FECOG.00845

Improving the prediction of plant species distribution and community composition by adding edaphic to topo-climatic variables

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Effects of sample survey design on the accuracy of classification tree models in species distribution models

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Do they? How do they? WHY do they differ? On finding reasons for differing performances of species distribution models

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

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

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

The evaluation strip: A new and robust method for plotting predicted responses from species distribution models

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

The art of modelling range-shifting species

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Do simple models lead to generality in ecology?

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Predicting species distribution: offering more than simple habitat models

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Nondetection sampling bias in marked presence-only data

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

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

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Evaluating the ability of habitat suitability models to predict species presences

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Bringing the Hutchinsonian niche into the 21st century: ecological and evolutionary perspectives

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Decomposing environmental, spatial, and spatiotemporal components of species distributions

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Multivariate forecasts of potential distributions of invasive plant species

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Mechanistic niche modelling: combining physiological and spatial data to predict species' ranges

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Towards novel approaches to modelling biotic interactions in multispecies assemblages at large spatial extents

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Imperfect detection impacts the performance of species distribution models

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Building statistical models to analyze species distributions

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Spatial Autocorrelation: Trouble or New Paradigm?

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

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

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Data availability constrains model complexity, generality, and utility: a response to Evans et al.

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Improving generalized regression analysis for the spatial prediction of forest communities

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

On using integral projection models to generate demographically driven predictions of species' distributions: development and validation using sparse data

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Importance of abiotic stress as a range-limit determinant for European plants: insights from species responses to climatic gradients

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Model-based uncertainty in species range prediction

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

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

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Are niche-based species distribution models transferable in space?

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

How to understand species’ niches and range dynamics: a demographic research agenda for biogeography

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Using dynamic vegetation models to simulate plant range shifts

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Grinnellian and Eltonian niches and geographic distributions of species

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Conditional variable importance for random forests

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Applications of species distribution modeling to paleobiology

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Effects of restricting environmental range of data to project current and future species distributions

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

BIOMOD - a platform for ensemble forecasting of species distributions

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

A road map for integrating eco-evolutionary processes into biodiversity models

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Does probability of occurrence relate to population dynamics?

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

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

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Model-based control of observer bias for the analysis of presence-only data in ecology

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Fitting and interpreting occupancy models

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Climatic extremes improve predictions of spatial patterns of tree species

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

New trends in species distribution modelling

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

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

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Greedy function approximation: A gradient boosting machine

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

The importance of temporal climate variability for spatial patterns in plant diversity

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Designing occupancy studies: general advice and allocating survey effort

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Variable Importance Assessment in Regression: Linear Regression versus Random Forest

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845

Prevalence, thresholds and the performance of presence-absence models

21 January 2018

1 reference

https://api.crossref.org/works/10.1111%2FECOG.00845