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List of works by Jane Elith

A method for spatial freshwater conservation prioritization

article

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

scientific article published on 24 January 2019

A standard protocol for reporting species distribution models

scientific article published on 01 June 2020

A statistical explanation of MaxEnt for ecologists

scientific article published in 2010

A working guide to boosted regression trees

scientific article published on 8 April 2008

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

article

Assessing the impacts of climate change and land transformation onBanksiain the South West Australian Floristic Region

article

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

scientific article

Biocrust morphogroups provide an effective and rapid assessment tool for drylands

scientific article

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

article

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

scientific article

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

scientific article published on 19 June 2021

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

scientific article published on 06 February 2021

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

article

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

article

Comparing species abundance models

article

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

scholarly article by David R. Roberts et al published 3 March 2017 in Ecography

Detecting extinction risk from climate change by IUCN Red List criteria

scientific article

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

scientific article published in February 2011

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

article

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

article

Eliciting and integrating expert knowledge for wildlife habitat modelling

article

Enhancing repository fungal data for biogeographic analyses

scientific article published on 04 August 2021

Error and uncertainty in habitat models

article

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

scientific article published in 2016

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

article

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

scientific article published on 27 January 2023

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

scientific article published on 29 July 2019

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

scientific article

How decisions about fitting species distribution models affect conservation outcomes

scientific article published on 25 November 2020

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

article

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

article

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

article

MANAGING LANDSCAPES FOR CONSERVATION UNDER UNCERTAINTY

scientific article (publication date: August 2005)

Mapping epistemic uncertainties and vague concepts in predictions of species distribution

article

Maxent is not a presence-absence method: a comment on Thibaudet al

article published in 2014

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

article published in 2018

Modelling species presence‐only data with random forests

scientific article published on 27 October 2021

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

scientific article published in 2018

Novel methods improve prediction of species’ distributions from occurrence data

article

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

scientific article

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

scientific article published in 2019

Outstanding Challenges in the Transferability of Ecological Models

scientific article published on 27 August 2018

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

scientific article

Planning for robust reserve networks using uncertainty analysis

article

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

article

Point process models for presence-only analysis

article

Predicting distribution changes of a mire ecosystem under future climates

scientific article published in 2014

Predicting species distributions for conservation decisions ⬇️

scientific article

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

article

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

article

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

scientific article published in 2021

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

scientific article published in 2020

Presence-only data and the em algorithm

scientific article

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

article

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

article

Response to Kriticos et al

scientific article

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

article

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

scientific article

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

article

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

article

Sensitivity of predictive species distribution models to change in grain size

article

Spatial data for modelling and management of freshwater ecosystems

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

article

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

article

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

article

Testing a model of biological soil crust succession

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

scientific article published on 27 January 2020

The art of modelling range-shifting species

article

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

article

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

article

Tools for Conserving Managing Individual Plant Species in Dynamic Landscapes

article

Uncertainty analysis for regional-scale reserve selection

scientific article

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

article

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

article

Using Species Distribution Models For Fungi

scientific article published on 14 February 2020

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

article

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

article

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

article

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

article

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

article

block CV: An r package for generating spatially or environmentally separated folds for k -fold cross-validation of species distribution models

article published in 2018

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

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