Jane Elith

1. A working guide to boosted regression trees
   2008/04/08 by Jane Elith, J. Elith, J. R. Leathwick +3 · 169 citations
   Environmental Science · Computer Science · #Fish Ecology and Management Studies #Species Distribution and Climate Change #Data Analysis with R
2. Collinearity: a review of methods to deal with it and a simulation study evaluating their performance
   2012/05/18 by Carsten F. Dormann, Jane Elith, Sven Bacher +18 · 199 citations
   Environmental Science · #Ecology and Vegetation Dynamics Studies #Species Distribution and Climate Change #Wildlife Ecology and Conservation
3. Predictive performance of presence‐only species distribution models: a benchmark study with reproducible code
   2021/10/08 by Roozbeh Valavi, Gurutzeta Guillera‐Arroita, José J. Lahoz‐Monfort +1 · 92 citations
   Environmental Science · #Species Distribution and Climate Change #Wildlife Ecology and Conservation #Ecology and Vegetation Dynamics Studies
4. Sample selection bias and presence‐only distribution models: implications for background and pseudo‐absence data
   2009/01/01 by Steven J. Phillips, Miroslav Dudı́k, Miroslav Dudík +6 · 54 citations
   Environmental Science · #Ecology and Vegetation Dynamics Studies #Species Distribution and Climate Change #Wildlife Ecology and Conservation
5. Cross‐validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure
   2017/03/03 by David R. Roberts, Volker Bahn, Simone Ciuti +11 · 55 citations
6. A standard protocol for reporting species distribution models
   2020/06/01 by Damaris Zurell, Janet Franklin, Christian König +21 · 59 citations
   Environmental Science · #Species Distribution and Climate Change #Wildlife Ecology and Conservation #Ecology and Vegetation Dynamics Studies
7. Outstanding Challenges in the Transferability of Ecological Models
   2018/08/27 by Katherine L. Yates, Phil J. Bouchet, M. Julian Caley +56 · 27 citations
   Environmental Science · Computer Science · #Species Distribution and Climate Change #Ecology and Vegetation Dynamics Studies #Data Analysis with R
8. Model averaging in ecology: a review of Bayesian, information‐theoretic, and tactical approaches for predictive inference
   2018/05/03 by Carsten F. Dormann, Justin M. Calabrese, Gurutzeta Guillera‐Arroita +22 · 38 citations
   Mathematics · Computer Science · #Statistical Methods and Bayesian Inference #Bayesian Modeling and Causal Inference #Advanced Causal Inference Techniques
9. What do we gain from simplicity versus complexity in species distribution models?
   2014/09/16 by Cory Merow, Mathew J. Smith, Thomas C. Edwards +7 · 11 citations
   Environmental Science · #Ecology and Vegetation Dynamics Studies #Species Distribution and Climate Change #Wildlife Ecology and Conservation
10. Testing whether ensemble modelling is advantageous for maximising predictive performance of species distribution models
    2020/01/27 by Tianxiao Hao, Jane Elith, José J. Lahoz‐Monfort +1 · 7 citations
    Environmental Science · #Ecology and Vegetation Dynamics Studies #Species Distribution and Climate Change #Wildlife Ecology and Conservation
11. Predicting distributions of invasive species
    2013/12/02 by Jane Elith, Elith, Jane · 1 citation
    Environmental Science · #Species Distribution and Climate Change #Forest Insect Ecology and Management #Wildlife Ecology and Conservation