A comprehensive evaluation of predictive performance of 33 species distribution models at species and community levels

Anna Norberg; Nerea Abrego; F. Guillaume Blanchet; Frederick R. Adler; Barbara J. Anderson; Jani Anttila; Miguel B. Araujo; Tad Dallas; David Dunson; Jane Elith; Scott D. Foster; Richard Fox; Janet Franklin; William Godsoe; Antoine Guisan; Bob O'Hara; Nicole A. Hill; Robert D. Holt; Francis K. C. Hui; Magne Husby; John Atle Kålås; Aleksi Lehikoinen; Miska Luoto; Heidi K. Mod; Graeme Newell; Ian Renner; Tomas Roslin; Janne Soininen; Wilfried Thuiller; Jarno Vanhatalo; David Warton; Matt White; Niklaus E. Zimmermann; Dominique Gravel; Otso Ovaskainen

doi:10.1002/ecm.1370

A comprehensive evaluation of predictive performance of 33 species distribution models at species and community levels

Anna Norberg, Nerea Abrego, F. Guillaume Blanchet, Frederick R. Adler, Barbara J. Anderson, Jani Anttila, Miguel B. Araujo, Tad Dallas, David Dunson, Jane Elith, Scott D. Foster, Richard Fox, Janet Franklin, William Godsoe, Antoine Guisan, Bob O'Hara, Nicole A. Hill, Robert D. Holt, Francis K. C. Hui, Magne HusbyJohn Atle Kålås, Aleksi Lehikoinen, Miska Luoto, Heidi K. Mod, Graeme Newell, Ian Renner, Tomas Roslin, Janne Soininen, Wilfried Thuiller, Jarno Vanhatalo, David Warton, Matt White, Niklaus E. Zimmermann, Dominique Gravel, Otso Ovaskainen

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Original language	English
Article number	e01370
Journal	Ecological Monographs
Volume	89
Issue number	3
Number of pages	24
ISSN	0012-9615
DOIs	https://doi.org/10.1002/ecm.1370
Publication status	Published - Aug 2019

Keywords

community assembly
community modeling
environmental filtering
joint species distribution model
model performance
prediction
predictive power
species interactions
stacked species distribution model

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A comprehensive evaluation of predictive performance of 33 species distribution models at species and community levelsFinal published version, 2.02 MBLicence: CC BY

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Norberg, A., Abrego, N., Blanchet, F. G., Adler, F. R., Anderson, B. J., Anttila, J., Araujo, M. B., Dallas, T., Dunson, D., Elith, J., Foster, S. D., Fox, R., Franklin, J., Godsoe, W., Guisan, A., O'Hara, B., Hill, N. A., Holt, R. D., Hui, F. K. C., ... Ovaskainen, O. (2019). A comprehensive evaluation of predictive performance of 33 species distribution models at species and community levels. Ecological Monographs, 89(3), [e01370]. https://doi.org/10.1002/ecm.1370

Norberg, A, Abrego, N, Blanchet, FG, Adler, FR, Anderson, BJ, Anttila, J, Araujo, MB, Dallas, T, Dunson, D, Elith, J, Foster, SD, Fox, R, Franklin, J, Godsoe, W, Guisan, A, O'Hara, B, Hill, NA, Holt, RD, Hui, FKC, Husby, M, Kålås, JA, Lehikoinen, A, Luoto, M, Mod, HK, Newell, G, Renner, I, Roslin, T, Soininen, J, Thuiller, W, Vanhatalo, J, Warton, D, White, M, Zimmermann, NE, Gravel, D & Ovaskainen, O 2019, 'A comprehensive evaluation of predictive performance of 33 species distribution models at species and community levels', Ecological Monographs, vol. 89, no. 3, e01370. https://doi.org/10.1002/ecm.1370

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title = "A comprehensive evaluation of predictive performance of 33 species distribution models at species and community levels",

keywords = "community assembly, community modeling, environmental filtering, joint species distribution model, model performance, prediction, predictive power, species interactions, stacked species distribution model",

author = "Anna Norberg and Nerea Abrego and Blanchet, {F. Guillaume} and Adler, {Frederick R.} and Anderson, {Barbara J.} and Jani Anttila and Araujo, {Miguel B.} and Tad Dallas and David Dunson and Jane Elith and Foster, {Scott D.} and Richard Fox and Janet Franklin and William Godsoe and Antoine Guisan and Bob O'Hara and Hill, {Nicole A.} and Holt, {Robert D.} and Hui, {Francis K. C.} and Magne Husby and K{\aa}l{\aa}s, {John Atle} and Aleksi Lehikoinen and Miska Luoto and Mod, {Heidi K.} and Graeme Newell and Ian Renner and Tomas Roslin and Janne Soininen and Wilfried Thuiller and Jarno Vanhatalo and David Warton and Matt White and Zimmermann, {Niklaus E.} and Dominique Gravel and Otso Ovaskainen",

year = "2019",

month = aug,

doi = "10.1002/ecm.1370",

language = "English",

volume = "89",

journal = "Ecological Monographs",

issn = "0012-9615",

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T1 - A comprehensive evaluation of predictive performance of 33 species distribution models at species and community levels

AU - Norberg, Anna

AU - Abrego, Nerea

AU - Blanchet, F. Guillaume

AU - Adler, Frederick R.

AU - Anderson, Barbara J.

AU - Anttila, Jani

AU - Araujo, Miguel B.

AU - Dallas, Tad

AU - Dunson, David

AU - Elith, Jane

AU - Foster, Scott D.

AU - Fox, Richard

AU - Franklin, Janet

AU - Godsoe, William

AU - Guisan, Antoine

AU - O'Hara, Bob

AU - Hill, Nicole A.

AU - Holt, Robert D.

AU - Hui, Francis K. C.

AU - Husby, Magne

AU - Kålås, John Atle

AU - Lehikoinen, Aleksi

AU - Luoto, Miska

AU - Mod, Heidi K.

AU - Newell, Graeme

AU - Renner, Ian

AU - Roslin, Tomas

AU - Soininen, Janne

AU - Thuiller, Wilfried

AU - Vanhatalo, Jarno

AU - Warton, David

AU - White, Matt

AU - Zimmermann, Niklaus E.

AU - Gravel, Dominique

AU - Ovaskainen, Otso

PY - 2019/8

Y1 - 2019/8

KW - community assembly

KW - community modeling

KW - environmental filtering

KW - joint species distribution model

KW - model performance

KW - prediction

KW - predictive power

KW - species interactions

KW - stacked species distribution model

U2 - 10.1002/ecm.1370

DO - 10.1002/ecm.1370

M3 - Journal article

SN - 0012-9615

VL - 89

JO - Ecological Monographs

JF - Ecological Monographs

IS - 3

M1 - e01370

ER -

A comprehensive evaluation of predictive performance of 33 species distribution models at species and community levels

Keywords

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