Large-scale environmental correlates of forest tree distributions in Catalonia (NE Spain)

Wilfried Thuiller, Jordi Vayreda, Joan Pino, Santi Sabate, Sandra Lavorel, Carles Gracia

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    123 Citations (Scopus)


    Aim To explore the environmental correlates of tree species distributions in Catalonia according to the chronological status of the species. Location The study area is the region of Catalonia, in north-eastern Spain. Methods We used presence-absence data for 24 species, sampled in random plots distributed throughout forests of Catalonia. A climate model for the Catalonia region provided environmental variables. We used classification tree analysis to explore the environmental correlates of the realized niches of tree species. The predictive accuracy of the models was assessed using the ROC curve approach. Potential distribution maps of tree species were generated for the whole Catalonia region. Results Models were ranked from low to high accuracy for the 24 species. Differences in accuracy among species were related to the chronological status of species. Zonal species, or species at the core of their range (Mediterranean and Sub-Mediterranean species), were generally well predicted, while extrazonal species, or species at the edge of their range, were predicted only moderately well. Mediterranean species distributions showed good correlations with extreme temperatures and annual precipitation. Main conclusions The above trends confirmed the difficulty of identifying the realized niche of species at the edges of their ranges. In contrast, Mediterranean and Sub-Mediterranean species, which were at the core of their range, were well-predicted, confirming the importance of extremes of temperature and annual precipitation as effective surrogates for variables having more direct physiological roles in limiting the ability of plants to survive and grow. Maps of potential tree distributions allowed us to define suitable habitats and to highlight areas where species have been planted outside their natural distribution.
    Original languageEnglish
    Pages (from-to)313-325
    JournalGlobal Ecology and Biogeography
    Issue number4
    Publication statusPublished - 1 Jul 2003


    • Chorology
    • Classification tree analysis
    • Environmental gradients
    • Forest trees
    • Potential distribution maps
    • Realized niche
    • Spain


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