What we use is not what we know: environmental predictors in plant distribution models

作者: Heidi K. Mod , Daniel Scherrer , Miska Luoto , Antoine Guisan

DOI: 10.1111/JVS.12444

关键词: Feature selectionPlant speciesVariablesSoil nutrientsCovariateStatisticsComputer sciencePredictive powerSet (psychology)Distribution (economics)Ecology

摘要: … , these include temperature, water, soil nutrients, light, and in … used in correlative plant SDM studies correspond to the … solely on the categories of temperature and water, or on those two …

参考文章(117)
Mike P. Austin, Kimberly P. Van Niel, Improving species distribution models for climate change studies: variable selection and scale Journal of Biogeography. ,vol. 38, pp. 1- 8 ,(2011) , 10.1111/J.1365-2699.2010.02416.X
Hans Lambers, F. Stuart Chapin, Thijs L. Pons, Plant Water Relations Springer, New York, NY. pp. 163- 223 ,(2008) , 10.1007/978-0-387-78341-3_5
K. H. Mellert, V. Fensterer, H. Küchenhoff, B. Reger, C. Kölling, H. J. Klemmt, J. Ewald, Hypothesis‐driven species distribution models for tree species in the Bavarian Alps Journal of Vegetation Science. ,vol. 22, pp. 635- 646 ,(2011) , 10.1111/J.1654-1103.2011.01274.X
DANIEL SCHERRER, CHRISTIAN KÖRNER, Infra‐red thermometry of alpine landscapes challenges climatic warming projections Global Change Biology. ,vol. 16, pp. 2602- 2613 ,(2009) , 10.1111/J.1365-2486.2009.02122.X
Eliane S. Meier, Thomas C. Edwards Jr, Felix Kienast, Matthias Dobbertin, Niklaus E. Zimmermann, Co-occurrence patterns of trees along macro-climatic gradients and their potential influence on the present and future distribution of Fagus sylvatica L. Journal of Biogeography. ,vol. 38, pp. 371- 382 ,(2011) , 10.1111/J.1365-2699.2010.02405.X
Janet L. Ohmann, Matthew J. Gregory, Emilie B. Henderson, Heather M. Roberts, Mapping gradients of community composition with nearest-neighbour imputation: extending plot data for landscape analysis Journal of Vegetation Science. ,vol. 22, pp. 660- 676 ,(2011) , 10.1111/J.1654-1103.2010.01244.X