Standout Papers

Collinearity: a review of methods to deal with it and a simulation study e... 2008 2026 2014 2020 7.1k
  1. Collinearity: a review of methods to deal with it and a simulation study evaluating their performance (2012)
    Carsten F. Dormann, Jane Elith et al. Ecography
  2. Species Distribution Models: Ecological Explanation and Prediction Across Space and Time (2009)
    Jane Elith, John R. Leathwick Annual Review of Ecology Evolution and Systematics
  3. A statistical explanation of MaxEnt for ecologists (2010)
    Jane Elith, Steven J. Phillips et al. Diversity and Distributions
  4. A working guide to boosted regression trees (2008)
    Jane Elith, John R. Leathwick et al. Journal of Animal Ecology
  5. Sample selection bias and presence‐only distribution models: implications for background and pseudo‐absence data (2009)
    Steven J. Phillips, Miroslav Dudı́k et al. Ecological Applications
  6. The art of modelling range-shifting species (2010)
    Jane Elith, Michael Kearney et al. Methods in Ecology and Evolution
  7. Cross‐validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure (2016)
    David R. Roberts, Volker Bahn et al. Ecography
  8. Do they? How do they? WHY do they differ? On finding reasons for differing performances of species distribution models (2009)
    Jane Elith, Catherine H. Graham Ecography
  9. Using generalized dissimilarity modelling to analyse and predict patterns of beta diversity in regional biodiversity assessment (2007)
    Simon Ferrier, Glenn Manion et al. Diversity and Distributions
  10. Is my species distribution model fit for purpose? Matching data and models to applications (2015)
    Gurutzeta Guillera‐Arroita, José J. Lahoz‐Monfort et al. Global Ecology and Biogeography
  11. What do we gain from simplicity versus complexity in species distribution models? (2014)
    Cory Merow, Thomas C. Edwards et al. Ecography
  12. A review of evidence about use and performance of species distribution modelling ensembles like BIOMOD (2019)
    Tianxiao Hao, Jane Elith et al. Diversity and Distributions
  13. block CV : An r package for generating spatially or environmentally separated folds for k ‐fold cross‐validation of species distribution models (2018)
    Roozbeh Valavi, Jane Elith et al. Methods in Ecology and Evolution
  14. Predictive performance of presence‐only species distribution models: a benchmark study with reproducible code (2021)
    Roozbeh Valavi, Gurutzeta Guillera‐Arroita et al. Ecological Monographs
  15. Testing whether ensemble modelling is advantageous for maximising predictive performance of species distribution models (2020)
    Tianxiao Hao, Jane Elith et al. Ecography
  16. Point process models for presence‐only analysis (2015)
    Ian Renner, Jane Elith et al. Methods in Ecology and Evolution

Immediate Impact

20 from Science/Nature 76 standout
Sub-graph 1 of 21

Citing Papers

Contribution of climate change to the spatial expansion of West Nile virus in Europe
2024 Standout
Predictions of groundwater PFAS occurrence at drinking water supply depths in the United States
2024 StandoutScience
5 intermediate papers

Works of Jane Elith being referenced

block CV : An r package for generating spatially or environmentally separated folds for k ‐fold cross‐validation of species distribution models
2018 Standout
A working guide to boosted regression trees
2008 Standout
and 9 more

Author Peers

Author Last Decade Papers Cites
Jane Elith 21504 14597 20329 83 40.1k
Camille Parmesan 14602 11809 16616 70 39.2k
Georgina M. Mace 9097 12006 16017 178 40.3k
Niklaus E. Zimmermann 16321 15527 13634 261 36.2k
Miguel B. Araújo 29167 21855 21790 231 45.2k
Walter Jetz 12964 12828 16306 200 31.7k
Antoine Guisan 30473 23293 23041 324 47.7k
Robert J. Hijmans 14828 10774 12357 116 36.8k
Robert H. MacArthur 7020 18505 19852 54 40.8k
Kenneth P. Burnham 9741 24760 46663 118 80.2k
Fred S. Guthery 4740 11910 20970 116 37.5k

All Works

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