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April 10, 2026Plants2 citationsOpen Access

Climatic Suitability from MaxEnt Models Reflects Growth Performance in European Forest Trees

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RHRicardo Enrique Hernandez-LambrañoJSJosé Ángel Sánchez-Agudo

Key Points

  • The aim is to understand how climatic suitability influences the growth performance of various European forest tree species.
  • Integrated SDMs calibrated annually from 1981 to 2005 with tree-ring width data
  • Analyzed data from 15 European forest species in the Iberian Peninsula
  • Evaluated growth responses particularly for populations near climatic tolerance limits
  • Assessed interannual variability in climatic suitability and its effects on growth
  • Higher climatic suitability correlates with reduced growth decline in forest trees
  • Interannual variability in climatic suitability positively influences tree growth
  • Mediterranean species show greater sensitivity to changes in climatic suitability than Eurosiberian species
  • Annual climatic suitability serves as a reliable proxy for tree vitality

Abstract

Species distribution models (SDMs) are widely used to define climatic constraints on species ranges, yet their ability to reflect demographic processes remains poorly understood. We integrated annually calibrated SDMs (1981–2005) with tree-ring width data from 15 European forest species in the Iberian Peninsula to evaluate if climatic suitability mirrors tree growth, particularly for populations at their climatic tolerance limits. Our results show that higher suitability consistently relates to reduced growth decline, acting as a reliable proxy for forest vigor. Notably, interannual variability in climatic suitability was positively associated with growth, suggesting that climatic fluctuations may enhance physiological resilience. We also found that Mediterranean species exhibit higher growth sensitivity to climatic suitability changes than Eurosiberian species. These findings demonstrate that SDMs can capture functional constraints beyond mere presence, positioning annual climatic suitability as a key predictor of radial growth and offering valuable insights for forest management under climate change.

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Cite This Study

Hernandez-Lambraño et al. (2026) studied this question.

synapsesocial.com/papers/69d896a46c1944d70ce083e2https://doi.org/10.3390/plants15081140
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