| Novel methods improve prediction of species’ distributions from occurrence data J Elith, C Graham, R Anderson, M Dudík, S Ferrier, A Guisan, R J Hijmans, ... Ecography 29 (2), 129-151, 2006 | 7428 | 2006 |
| Species distribution models: ecological explanation and prediction across space and time J Elith, JR Leathwick Annual review of ecology, evolution, and systematics 40, 677-697, 2009 | 4477 | 2009 |
| A statistical explanation of MaxEnt for ecologists J Elith, SJ Phillips, T Hastie, M Dudík, YE Chee, CJ Yates Diversity and distributions 17 (1), 43-57, 2011 | 4280 | 2011 |
| Collinearity: a review of methods to deal with it and a simulation study evaluating their performance CF Dormann, J Elith, S Bacher, C Buchmann, G Carl, G Carré, ... Ecography 36 (1), 27-46, 2013 | 4061 | 2013 |
| A working guide to boosted regression trees J Elith, JR Leathwick, T Hastie Journal of Animal Ecology 77 (4), 802-813, 2008 | 3714 | 2008 |
| Sample selection bias and presence‐only distribution models: implications for background and pseudo‐absence data SJ Phillips, M Dudík, J Elith, CH Graham, A Lehmann, J Leathwick, ... Ecological applications 19 (1), 181-197, 2009 | 1906 | 2009 |
| Effects of sample size on the performance of species distribution models MS Wisz, RJ Hijmans, J Li, AT Peterson, CH Graham, A Guisan, ... Diversity and distributions 14 (5), 763-773, 2008 | 1817 | 2008 |
| The art of modelling range‐shifting species J Elith, M Kearney, S Phillips Methods in ecology and evolution 1 (4), 330-342, 2010 | 1689 | 2010 |
| dismo: Species distribution modeling RJ Hijmans, S Phillips, J Leathwick, J Elith R package version 1 (4), 1.1-4, 2017 | 1338* | 2017 |
| Predicting species distributions for conservation decisions A Guisan, R Tingley, JB Baumgartner, I Naujokaitis‐Lewis, PR Sutcliffe, ... Ecology letters 16 (12), 1424-1435, 2013 | 1033 | 2013 |
| Do they? How do they? WHY do they differ? On finding reasons for differing performances of species distribution models J Elith, CH Graham Ecography 32 (1), 66-77, 2009 | 1004 | 2009 |
| Using generalized dissimilarity modelling to analyse and predict patterns of beta diversity in regional biodiversity assessment S Ferrier, G Manion, J Elith, K Richardson Diversity and distributions 13 (3), 252-264, 2007 | 661 | 2007 |
| Error and uncertainty in habitat models S Barry, J Elith Journal of Applied Ecology 43 (3), 413-423, 2006 | 626 | 2006 |
| Variation in demersal fish species richness in the oceans surrounding New Zealand: an analysis using boosted regression trees JR Leathwick, J Elith, MP Francis, T Hastie, P Taylor Marine Ecology Progress Series 321, 267-281, 2006 | 523 | 2006 |
| The influence of spatial errors in species occurrence data used in distribution models CH Graham, J Elith, RJ Hijmans, A Guisan, A Townsend Peterson, ... Journal of Applied Ecology 45 (1), 239-247, 2008 | 444 | 2008 |
| Is my species distribution model fit for purpose? Matching data and models to applications G Guillera‐Arroita, JJ Lahoz‐Monfort, J Elith, A Gordon, H Kujala, ... Global Ecology and Biogeography 24 (3), 276-292, 2015 | 442 | 2015 |
| Sensitivity of predictive species distribution models to change in grain size A Guisan, CH Graham, J Elith, F Huettmann, ... Diversity and distributions 13 (3), 332-340, 2007 | 424 | 2007 |
| Comparative performance of generalized additive models and multivariate adaptive regression splines for statistical modelling of species distributions JR Leathwick, J Elith, T Hastie Ecological modelling 199 (2), 188-196, 2006 | 420 | 2006 |
| WHAT MATTERS FOR PREDICTING THE OCCURRENCES OF TREES: TECHNIQUES, DATA, OR SPECIES'CHARACTERISTICS? A Guisan, NE Zimmermann, J Elith, CH Graham, S Phillips, AT Peterson Ecological monographs 77 (4), 615-630, 2007 | 374 | 2007 |
| Cross‐validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure DR Roberts, V Bahn, S Ciuti, MS Boyce, J Elith, G Guillera‐Arroita, ... Ecography 40 (8), 913-929, 2017 | 373 | 2017 |
john leathwickPrincipal Science Advisor, Department of Conservation, NZVerified email at doc.govt.nz
