Jane Elith

发表

A standard protocol for reporting species distribution models

Xiao Feng, Damaris Zurell, Janet Franklin, 2020, Ecography.

A statistical explanation of MaxEnt for ecologists

Trevor Hastie, Miroslav Dudík, Jane Elith, 2011 .

blockCV: an R package for generating spatially or environmentally separated folds for k-fold cross-validation of species distribution models

Jane Elith, Gurutzeta Guillera-Arroita, José J. Lahoz‐Monfort, 2018, bioRxiv.

What do we gain from simplicity versus complexity in species distribution models

Jane Elith, Antoine Guisan, Wilfried Thuiller, 2014 .

Spatial data for modelling and management of freshwater ecosystems

Jane Elith, Yung En Chee, J. Elith, 2012, Int. J. Geogr. Inf. Sci..

Forecasting species range dynamics with process-explicit models: matching methods to applications.

Jane Elith, Brendan A. Wintle, Tracey J Regan, 2019, Ecology letters.

Predicting species distributions from museum and herbarium records using multiresponse models fitted with multivariate adaptive regression splines

Jane Elith, John R. Leathwick, J. Elith, 2007 .

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

Damaris Zurell, Jane Elith, Boris Schröder, 2012 .

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

Jane Elith, José J. Lahoz‐Monfort, Gurutzeta Guillera-Arroita, 2020 .

MANAGING LANDSCAPES FOR CONSERVATION UNDER UNCERTAINTY

David B. Lindenmayer, Jane Elith, Mark A. Burgman, 2005 .

Boosted Regression Trees for ecological modeling

Jane Elith, John R. Leathwick, J. Elith, 2011 .

Mapping epistemic uncertainties and vague concepts in predictions of species distribution

Helen M. Regan, Jane Elith, Mark A. Burgman, 2002 .

Cross-validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure

Carsten F. Dormann, Jane Elith, Gurutzeta Guillera-Arroita, 2017 .

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

Damaris Zurell, Carsten F. Dormann, Jane Elith, 2013 .

Modelling species presence-only data with random forests

Jane Elith, Gurutzeta Guillera-Arroita, José J. Lahoz-Monfort, 2020, bioRxiv.

The influence of spatial errors in species occurrence data used in distribution models

A. Townsend Peterson, Jane Elith, Antoine Guisan, 2007 .

A comparison of resampling methods for remote sensing classification and accuracy assessment

Jane Elith, Stuart R. Phinn, Mitchell B. Lyons, 2018 .

Predicting species distributions for conservation decisions

Eve McDonald-Madden, Jane Elith, Antoine Guisan, 2013, Ecology letters.

TITLE: A working guide to boosted regression trees

Trevor Hastie, Jane Elith, John R. Leathwick, 2008 .

Use of generalised dissimilarity modelling to improve the biological discrimination of river and stream classifications

Jane Elith, Ton H. Snelder, John R. Leathwick, 2011 .

Maxent is not a presence–absence method: a comment on Thibaud et al.

Jane Elith, José J. Lahoz‐Monfort, Gurutzeta Guillera-Arroita, 2014 .

Error and uncertainty in habitat models

Jane Elith, Simon C. Barry, J. Elith, 2006 .

Novel methods improve prediction of species' distributions from occurrence data

A. Townsend Peterson, Robert P. Anderson, Miroslav Dudík, 2006 .

A comprehensive evaluation of predictive performance of 33 species distribution models at species and community levels

David B. Dunson, Jane Elith, Antoine Guisan, 2019, Ecological Monographs.

Not all data are equal: Influence of data type and amount in spatial conservation prioritisation

Jane Elith, José J. Lahoz-Monfort, Atte Moilanen, 2018, Methods in Ecology and Evolution.

Model averaging in ecology: a review of Bayesian, information-theoretic, and tactical approaches for predictive inference

Carsten F. Dormann, Jane Elith, José J. Lahoz-Monfort, 2018, Ecological Monographs.

blockCV: an R package for generating spatially or environmentally separated folds for k-fold cross-validation of species distribution models

Jane Elith, José J. Lahoz‐Monfort, Roozbeh Valavi, 2018, bioRxiv.

Logistic Methods for Resource Selection Functions and Presence-Only Species Distribution Models

Jane Elith, Steven J. Phillips, Steven Phillips, 2011, AAAI.

Planning for robust reserve networks using uncertainty analysis

Jane Elith, Yakov Ben-Haim, Mark A. Burgman, 2006 .

Sensitivity of conservation planning to different approaches to using predicted species distribution data

Jane Elith, Hugh P. Possingham, Kerrie A. Wilson, 2005 .

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

Jane Elith, John R. Leathwick, Simon Ferrier, 2005 .

Habitat Models for Population Viability Analysis

Jane Elith, Mark A. Burgman, J. Elith, 2003 .

Fauna habitat modelling and mapping: A review and case study in the Lower Hunter Central Coast region of NSW

Jane Elith, Brendan A. Wintle, Joanne M. Potts, 2005 .

A method for spatial freshwater conservation prioritization

Jane Elith, Atte Moilanen, John R. Leathwick, 2008 .

Comparing species abundance models

Jane Elith, Joanne M. Potts, J. Elith, 2006 .

Uncertainty Analysis for Regional‐Scale Reserve Selection

Jane Elith, Atte Moilanen, Brendan A Wintle, 2006, Conservation biology : the journal of the Society for Conservation Biology.

On estimating probability of presence from use-availability or presence-background data.

Jane Elith, Steven J. Phillips, Steven J Phillips, 2013, Ecology.

Building essential biodiversity variables(EBVs) of species distribution and abundanceat a global scale

Anne Bowser, Graziano Pesole, Steve Kelling, 2017 .

Detecting Extinction Risk from Climate Change by IUCN Red List Criteria

Jane Elith, David A Keith, Tracey J Regan, 2014, Conservation biology : the journal of the Society for Conservation Biology.

Pushing the limits in marine species distribution modelling: lessons from the land present challenges and opportunities

Jane Elith, Hugh P. Possingham, Bruce E. Kendall, 2011 .

Green Infrastructure Design Based on Spatial Conservation Prioritization and Modeling of Biodiversity Features and Ecosystem Services

Jane Elith, Atte Moilanen, Anni Arponen, 2015, Environmental Management.

POC plots: calibrating species distribution models with presence-only data.

Jane Elith, Steven J. Phillips, Steven J Phillips, 2010, Ecology.

Eliciting and integrating expert knowledge for wildlife habitat modelling

Andre Zerger, Jane Elith, Michael A. McCarthy, 2003 .

Building essential biodiversity variables (EBVs) of species distribution and abundance at a global scale

Anne Bowser, Graziano Pesole, Steve Kelling, 2018, Biological reviews of the Cambridge Philosophical Society.

Novel methods for the design and evaluation of marine protected areas in offshore waters

Trevor Hastie, Jane Elith, Atte Moilanen, 2008 .

Interactive effects of climate change and fire on metapopulation viability of a forest-dependent frog in south-eastern Australia

Jane Elith, David A. Keith, Trent D. Penman, 2015 .

Predicting distribution changes of a mire ecosystem under future climates

Jane Elith, David A. Keith, J. Elith, 2014 .

Outstanding Challenges in the Transferability of Ecological Models.

Damaris Zurell, Jane Elith, Giovanni Rapacciuolo, 2018, Trends in ecology & evolution.

Species Distribution Modeling

Jane Elith, Janet Franklin, J. Elith, 2019, Ecology.