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Making better Maxent models of species distributions: complexity, overfitting and evaluation

Journal of biogeography, 2014-04, Vol.41 (4), p.629-643

2014

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A framework for using niche models to estimate impacts of climate change on species distributions

Annals of the New York Academy of Sciences, 2013-09, Vol.1297 (1), p.8-28

Anderson, Robert P.

2013

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Harnessing the world's biodiversity data: promise and peril in ecological niche modeling of species distributions

Annals of the New York Academy of Sciences, 2012-07, Vol.1260 (1), p.66-80

Anderson, Robert P.

2012

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Opening the black box: an open‐source release of Maxent

Ecography (Copenhagen), 2017-07, Vol.40 (7), p.887-893

2017

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Spatial filtering to reduce sampling bias can improve the performance of ecological niche models

Ecological modelling, 2014-03, Vol.275, p.73-77

2014

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ENMeval 2.0: Redesigned for customizable and reproducible modeling of species’ niches and distributions

Methods in ecology and evolution, 2021-09, Vol.12 (9), p.1602-1608

2021

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spThin: an R package for spatial thinning of species occurrence records for use in ecological niche models

Ecography (Copenhagen), 2015-05, Vol.38 (5), p.541-545

2015

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ENMeval: An R package for conducting spatially independent evaluations and estimating optimal model complexity for Maxent ecological niche models

Methods in ecology and evolution, 2014-11, Vol.5 (11), p.1198-1205

2014

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Toward ecologically realistic predictions of species distributions: A cross‐time example from tropical montane cloud forests

Global change biology, 2018-04, Vol.24 (4), p.1511-1522

2018

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Environmental filters reduce the effects of sampling bias and improve predictions of ecological niche models

Ecography (Copenhagen), 2014-11, Vol.37 (11), p.1084-1091

2014

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wallace 2: a shiny app for modeling species niches and distributions redesigned to facilitate expansion via module contributions

Ecography (Copenhagen), 2023-03, Vol.2023 (3), p.n/a

2023

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A new null model approach to quantify performance and significance for ecological niche models of species distributions

Journal of biogeography, 2019-06, Vol.46 (6), p.1101-1111

2019

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Wallace: A flexible platform for reproducible modeling of species niches and distributions built for community expansion

Methods in ecology and evolution, 2018-04, Vol.9 (4), p.1151-1156

2018

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The challenge of modeling niches and distributions for data‐poor species: a comprehensive approach to model complexity

Ecography (Copenhagen), 2018-05, Vol.41 (5), p.726-736

2018

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When and how should biotic interactions be considered in models of species niches and distributions?

Journal of biogeography, 2017-01, Vol.44 (1), p.8-17

Anderson, Robert P.

2017

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Improving area of occupancy estimates for parapatric species using distribution models and support vector machines

Ecological applications, 2021-01, Vol.31 (1), p.1-15

2021

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Can biotic interactions cause allopatry? Niche models, competition, and distributions of South American mouse opossums

Ecography (Copenhagen), 2014-08, Vol.37 (8), p.741-753

2014

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Estimating optimal complexity for ecological niche models: A jackknife approach for species with small sample sizes

Ecological modelling, 2013-11, Vol.269, p.9-17

2013

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Evaluating predictive models of species’ distributions: criteria for selecting optimal models

Ecological modelling, 2003-04, Vol.162 (3), p.211-232

2003

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Biased T Cell Receptor Usage Directed against Human Leukocyte Antigen DQ8-Restricted Gliadin Peptides Is Associated with Celiac Disease

Immunity (Cambridge, Mass.), 2012-10, Vol.37 (4), p.611-621

2012

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Biotic predictors with phenological information improve range estimates for migrating monarch butterflies in Mexico

Ecography (Copenhagen), 2020-03, Vol.43 (3), p.341-352

2020

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Linking ecological niche models and common garden experiments to predict phenotypic differentiation in stressful environments: Assessing the adaptive value of marginal populations in an alpine plant

Global change biology, 2022-07, Vol.28 (13), p.4143-4162

2022

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Sufficient versus optimal climatic stability during the Late Quaternary: using environmental quality to guide phylogeographic inferences in a Neotropical montane system

Journal of mammalogy, 2019-12, Vol.100 (6), p.1783-1807

2019

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Review article: Diagnosis of coeliac disease: a perspective on current and future approaches

Alimentary pharmacology & therapeutics, 2022-07, Vol.56 (S1), p.S18-S37

Anderson, Robert P.

2022

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Integrating habitat‐masked range maps with quantifications of prevalence to estimate area of occupancy in IUCN assessments

Conservation biology, 2023-02, Vol.37 (1), p.e14019-n/a

Anderson, Robert P.

2023

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Making better Maxent models of species distributions: complexity, overfitting and evaluation

A framework for using niche models to estimate impacts of climate change on species distributions

Harnessing the world's biodiversity data: promise and peril in ecological niche modeling of species distributions

Opening the black box: an open‐source release of Maxent

Spatial filtering to reduce sampling bias can improve the performance of ecological niche models

ENMeval 2.0: Redesigned for customizable and reproducible modeling of species’ niches and distributions

spThin: an R package for spatial thinning of species occurrence records for use in ecological niche models

ENMeval: An R package for conducting spatially independent evaluations and estimating optimal model complexity for Maxent ecological niche models

Toward ecologically realistic predictions of species distributions: A cross‐time example from tropical montane cloud forests

Environmental filters reduce the effects of sampling bias and improve predictions of ecological niche models

wallace 2: a shiny app for modeling species niches and distributions redesigned to facilitate expansion via module contributions

A new null model approach to quantify performance and significance for ecological niche models of species distributions

Wallace: A flexible platform for reproducible modeling of species niches and distributions built for community expansion

The challenge of modeling niches and distributions for data‐poor species: a comprehensive approach to model complexity

When and how should biotic interactions be considered in models of species niches and distributions?

Improving area of occupancy estimates for parapatric species using distribution models and support vector machines

Can biotic interactions cause allopatry? Niche models, competition, and distributions of South American mouse opossums

Estimating optimal complexity for ecological niche models: A jackknife approach for species with small sample sizes

Evaluating predictive models of species’ distributions: criteria for selecting optimal models

Biased T Cell Receptor Usage Directed against Human Leukocyte Antigen DQ8-Restricted Gliadin Peptides Is Associated with Celiac Disease

Biotic predictors with phenological information improve range estimates for migrating monarch butterflies in Mexico

Linking ecological niche models and common garden experiments to predict phenotypic differentiation in stressful environments: Assessing the adaptive value of marginal populations in an alpine plant

Sufficient versus optimal climatic stability during the Late Quaternary: using environmental quality to guide phylogeographic inferences in a Neotropical montane system

Review article: Diagnosis of coeliac disease: a perspective on current and future approaches

Integrating habitat‐masked range maps with quantifications of prevalence to estimate area of occupancy in IUCN assessments

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