J. Elith

发表

The art of modelling range‐shifting species

Steven J. Phillips, J. Elith, M. Kearney, 2010 .

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

Steven J. Phillips, Miroslav Dudík, J. Elith, 2009, Ecological applications : a publication of the Ecological Society of America.

Quantitative Methods for Modeling Species Habitat: Comparative Performance and an Application to Australian Plants

J. Elith, 2000 .

Presence‐Only Data and the EM Algorithm

T. Hastie, J. Elith, J. Leathwick, 2009, Biometrics.

Variation in demersal fish species richness in the oceans surrounding New Zealand: an analysis using boosted regression trees

T. Hastie, J. Elith, J. Leathwick, 2006 .

Using multivariate adaptive regression splines to predict the distributions of New Zealand ’ s freshwater diadromous fish

T. Hastie, J. Elith, J. Leathwick, 2005 .

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

J. Elith, J. Leathwick, 2009 .

Comparing species abundance models

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

Eliciting and integrating expert knowledge for wildlife habitat modelling

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

Sensitivity of predictive species distribution models to change in grain size

J. Elith, C. Graham, F. Huettmann, 2007 .

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

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

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.

Is my species distribution model fit for purpose? Matching data and models to applications

Brendan A. Wintle, J. Elith, G. Guillera‐Arroita, 2015 .

A review of evidence about use and performance of species distribution modelling ensembles like BIOMOD

J. Elith, G. Guillera‐Arroita, J. Lahoz‐Monfort, 2019, Diversity and Distributions.

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 .

Assessing the impacts of climate change and land transformation on Banksia in the South West Australian Floristic Region

J. Elith, C. Yates, G. Midgley, 2010 .

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

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

WHAT MATTERS FOR PREDICTING THE OCCURRENCES OF TREES: TECHNIQUES, DATA, OR SPECIES' CHARACTERISTICS?

Steven J. Phillips, J. Elith, A. Peterson, 2007 .

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

J. Elith, C. Graham, 2009 .

Projecting climate change impacts on species distributions in megadiverse South African Cape and Southwest Australian Floristic Regions: Opportunities and challenges

J. Elith, D. Maitre, C. Yates, 2009 .

Predictions and their validation: Rare plants in the Central Highlands, Victoria, Australia

J. Elith, M. Burgman, 2002 .

Predicting distributions of invasive species

J. Elith, 2013, 1312.0851.

Plant extinction risk under climate change: are forecast range shifts alone a good indicator of species vulnerability to global warming?

Brendan A. Wintle, Damien A. Fordham, J. Elith, 2012 .

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

J. Elith, J. Leathwick, 2010 .

Point process models for presence‐only analysis

Steven J. Phillips, T. Hastie, William Fithian, 2015 .

Species distribution modeling with R

J. Elith, R. Hijmans, 2016 .

Satellite surface reflectance improves habitat distribution mapping: a case study on heath and shrub formations in the Cantabrian Mountains (NW Spain)

S. Suárez‐Seoane, J. Elith, L. Calvo, 2012 .

Dispersal, disturbance and the contrasting biogeographies of New Zealand’s diadromous and non‐diadromous fish species

W. L. Chadderton, J. Elith, J. Leathwick, 2008 .

Comparative performance of generalized additive models and multivariate adaptive regression splines for statistical modelling of species distributions

T. Hastie, J. Elith, J. Leathwick, 2006 .

Bias correction in species distribution models: pooling survey and collection data for multiple species

T. Hastie, William Fithian, J. Elith, 2014, Methods in ecology and evolution.

Determinants of reproductive success in dominant pairs of clownfish: a boosted regression tree analysis.

J. Elith, P. Buston, 2011, The Journal of animal ecology.

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 .

Using Species Distribution Models For Fungi

J. Elith, G. Guillera‐Arroita, J. Lahoz‐Monfort, 2020 .

Using generalized dissimilarity modelling to analyse and predict patterns of beta diversity in regional biodiversity assessment

J. Elith, S. Ferrier, G. Manion, 2007 .

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.

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

Anne Bowser, Graziano Pesole, Steve Kelling, 2017 .

Species Distribution Modeling

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

Uncertainty Analysis for Regional‐Scale Reserve Selection

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

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

Trevor Hastie, Jane Elith, Atte Moilanen, 2008 .

Predicting distribution changes of a mire ecosystem under future climates

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

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

B. Kendall, J. Elith, H. Possingham, 2011 .

Presence-only and Presence-absence Data for Comparing Species Distribution Modeling Methods

Steven J. Phillips, Bette A. Loiselle, J. Elith, 2020, Biodiversity Informatics.

TITLE : A statistical explanation of MaxEnt for ecologists

Steven J. Phillips, T. Hastie, Miroslav Dudík, 2010 .

Testing a model of biological soil crust succession

Cassia F. Read, J. Elith, P. Vesk, 2016 .

Predicting species distributions for conservation decisions

Brendan A. Wintle, J. Elith, M. Kearney, 2013, Ecology letters.

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

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

The influence of data source and species distribution modelling method on spatial conservation priorities

J. Elith, T. Regan, E. Nicholson, 2019, Diversity and Distributions.

Interactive effects of climate change and fire on metapopulation viability of a forest-1 dependent frog in south-eastern Australia 2 Running head : Fire and climate change influence population viability 3

J. Elith, R. Tingley, D. Keith, 2018 .

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

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

Systematic conservation planning is an evolving discipline at the interface of biological , mathematical and social sciences

J. Elith, H. Possingham, K. Wilson, 2005 .

Impacts of drought on fish in Victorian rivers and streams

J. Elith, D. Crook, J. Morrongiello, 2006 .

Improving decisions for invasive species management: reformulation and extensions of the Panetta–Lawes eradication graph

J. Elith, M. McCarthy, M. Burgman, 2013 .

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 .

Predictive performance of presence‐only species distribution models: a benchmark study with reproducible code

J. Elith, G. Guillera‐Arroita, J. Lahoz‐Monfort, 2021, Ecological Monographs.

A statistical explanation of MaxEnt for ecologists

Trevor Hastie, Miroslav Dudík, Jane Elith, 2011 .

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 .

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

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

Novel methods improve prediction of species' distributions from occurrence data

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

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.

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.

A working guide to boosted regression trees.

J Elith, J R Leathwick, T Hastie, 2008, The Journal of animal ecology.

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

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

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

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

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.

Boosted Regression Trees for ecological modeling

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

TITLE: A working guide to boosted regression trees

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

Enhancing repository fungal data for biogeographic analyses

J. Elith, G. Guillera‐Arroita, J. Lahoz‐Monfort, 2021 .

Surprisingly fast recovery of biological soil crusts following livestock removal in southern Australia

Cassia F. Read, J. Elith, P. Vesk, 2011 .

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

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

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

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

TITLE: Evaluating 318 continental-scale species distribution models over a 60-year prediction horizon: what factors influence reliability of predictions? SHORT TITLE: Temporal transferability of species distribution model predictions

J. Elith, J. Lahoz‐Monfort, A. Morán‐Ordóñez, 2018 .

Evaluating 318 continental-scale species distribution models over a 60-year prediction horizon: what factors influence the reliability of predictions?

Brendan A. Wintle, J. Elith, J. Lahoz‐Monfort, 2017 .

A standard protocol for reporting species distribution models

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

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

Jane Elith, Antoine Guisan, Wilfried Thuiller, 2014 .

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.

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

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

Flexible species distribution modelling methods perform well on spatially separated testing data

J. Elith, G. Guillera‐Arroita, J. Lahoz‐Monfort, 2023, Global Ecology and Biogeography.

Biological soil crust distribution is related to patterns of fragmentation and landuse in a dryland agricultural landscape of southern Australia

Cassia F. Read, J. Elith, P. Vesk, 2008, Landscape Ecology.

Outstanding Challenges in the Transferability of Ecological Models.

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

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 .

Can dynamic occupancy models improve predictions of species' range dynamics? A test using Swiss birds

J. Elith, G. Guillera‐Arroita, M. Kéry, 2021, Global change biology.

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.

Spatial data for modelling and management of freshwater ecosystems

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

Error and uncertainty in habitat models

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

A method for spatial freshwater conservation prioritization

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

NEWOPPORTUNITIESAT THE INTERFACEBETWEENECOLOGYANDSTATISTICS Point processmodels for presence-only analysis

Steven J. Phillips, T. Hastie, J. Elith, 2015 .

Understanding niche shifts: using current and historical data to model the invasive redlegged earth mite, Halotydeus destructor

J. Elith, A. Hoffmann, S. Macfadyen, 2012 .

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

Damaris Zurell, Jane Elith, Boris Schröder, 2012 .

MANAGING LANDSCAPES FOR CONSERVATION UNDER UNCERTAINTY

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

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

J. Elith, H. Possingham, K. Wilson, 2005 .

Alien invaders and reptile traders: what drives the live animal trade in South Africa?

Brendan A. Wintle, D. Richardson, J. Elith, 2010 .

How decisions about fitting species distribution models affect conservation outcomes

J. Elith, H. Kujala, Angela Muscatello, 2020, Conservation biology : the journal of the Society for Conservation Biology.

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

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

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.

Modelling species presence-only data with random forests

J. Elith, G. Guillera‐Arroita, J. Lahoz‐Monfort, 2020, bioRxiv.

Mapping epistemic uncertainties and vague concepts in predictions of species distribution

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

Planning for robust reserve networks using uncertainty analysis

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

Title : Predicting species distributions from museum and herbarium records using multiresponse models fitted with multivariate adaptive regression splines Running head : Modelling presence-only records with MARS

J. Elith, J. Leathwick, 2006 .

Taxonomic uncertainty and decision making for biosecurity: spatial models for myrtle/guava rust

J. Elith, M. Burgman, J. Simpson, 2012, Australasian Plant Pathology.

Modelling species presence-only data with random forests

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

Climate extreme variables generated using monthly time‐series data improve predicted distributions of plant species

Stephen B. Stewart, J. Elith, S. Roxburgh, 2021, Ecography.

Open access solutions for biodiversity journals: Do not replace one problem with another

J. Elith, L. Santini, J. Lahoz‐Monfort, 2019, Diversity and Distributions.

Biocrust morphogroups provide an effective and rapid assessment tool for drylands

Cassia F. Read, J. Elith, P. Vesk, 2014, The Journal of applied ecology.

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

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

Robust planning for restoring diadromous fish species in New Zealand's lowland rivers and streams

J. Elith, J. Leathwick, D. Rowe, 2009 .

Species Distribution Modeling

J. Elith, 2019, Ecology.

A Proportional Observer Bias Model for Multispecies Distribution Modeling

T. Hastie, William Fithian, J. Elith, 2014 .

Using multivariate adaptive regression splines to predict the distributions of New Zealand's freshwater diadromous fish

T. Hastie, J. Elith, J. Leathwick, 2005 .

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

J. Elith, J. Leathwick, 2009 .

Outstanding Challenges in the Transferability of Ecological Models.

Andrew J. Bamford, K. Mengersen, J. Elith, 2018, Trends in ecology & evolution.

Modelling the distribution of Shorea leprosula in Kalimantan, Indonesia: a tool for conservation planning

J. Elith, N. Lestari, 2019, IOP Conference Series: Earth and Environmental Science.