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A working guide to boosted regression trees.
Elith J, Leathwick JR, Hastie T. Elith J, et al. J Anim Ecol. 2008 Jul;77(4):802-13. doi: 10.1111/j.1365-2656.2008.01390.x. Epub 2008 Apr 8. J Anim Ecol. 2008. PMID: 18397250
Outstanding Challenges in the Transferability of Ecological Models.
Yates KL, Bouchet PJ, Caley MJ, Mengersen K, Randin CF, Parnell S, Fielding AH, Bamford AJ, Ban S, Barbosa AM, Dormann CF, Elith J, Embling CB, Ervin GN, Fisher R, Gould S, Graf RF, Gregr EJ, Halpin PN, Heikkinen RK, Heinänen S, Jones AR, Krishnakumar PK, Lauria V, Lozano-Montes H, Mannocci L, Mellin C, Mesgaran MB, Moreno-Amat E, Mormede S, Novaczek E, Oppel S, Ortuño Crespo G, Peterson AT, Rapacciuolo G, Roberts JJ, Ross RE, Scales KL, Schoeman D, Snelgrove P, Sundblad G, Thuiller W, Torres LG, Verbruggen H, Wang L, Wenger S, Whittingham MJ, Zharikov Y, Zurell D, Sequeira AMM. Yates KL, et al. Among authors: elith j. Trends Ecol Evol. 2018 Oct;33(10):790-802. doi: 10.1016/j.tree.2018.08.001. Epub 2018 Aug 27. Trends Ecol Evol. 2018. PMID: 30166069 Free article. Review.
Predicting species distributions for conservation decisions.
Guisan A, Tingley R, Baumgartner JB, Naujokaitis-Lewis I, Sutcliffe PR, Tulloch AI, Regan TJ, Brotons L, McDonald-Madden E, Mantyka-Pringle C, Martin TG, Rhodes JR, Maggini R, Setterfield SA, Elith J, Schwartz MW, Wintle BA, Broennimann O, Austin M, Ferrier S, Kearney MR, Possingham HP, Buckley YM. Guisan A, et al. Among authors: elith j. Ecol Lett. 2013 Dec;16(12):1424-35. doi: 10.1111/ele.12189. Epub 2013 Oct 17. Ecol Lett. 2013. PMID: 24134332 Free PMC article.
Building essential biodiversity variables (EBVs) of species distribution and abundance at a global scale.
Kissling WD, Ahumada JA, Bowser A, Fernandez M, Fernández N, García EA, Guralnick RP, Isaac NJB, Kelling S, Los W, McRae L, Mihoub JB, Obst M, Santamaria M, Skidmore AK, Williams KJ, Agosti D, Amariles D, Arvanitidis C, Bastin L, De Leo F, Egloff W, Elith J, Hobern D, Martin D, Pereira HM, Pesole G, Peterseil J, Saarenmaa H, Schigel D, Schmeller DS, Segata N, Turak E, Uhlir PF, Wee B, Hardisty AR. Kissling WD, et al. Among authors: elith j. Biol Rev Camb Philos Soc. 2018 Feb;93(1):600-625. doi: 10.1111/brv.12359. Epub 2017 Aug 2. Biol Rev Camb Philos Soc. 2018. PMID: 28766908 Review.
Presence-only data and the em algorithm.
Ward G, Hastie T, Barry S, Elith J, Leathwick JR. Ward G, et al. Among authors: elith j. Biometrics. 2009 Jun;65(2):554-63. doi: 10.1111/j.1541-0420.2008.01116.x. Biometrics. 2009. PMID: 18759851 Free PMC article.
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