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June 13, 2026Agricultural and Forest MeteorologyOpen Access

Spatio-temporal dynamics in climate–growth relationships of Central European forest-forming mountain tree species

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Authors

MDMałgorzata DanekAGH University of KrakowTDTomasz DanekAGH University of KrakowLCLongina Chojnacka-OżgaWarsaw University of Life Sciences

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Implication

Randomized analysis explores climate-growth relationships in mountain tree species, indicating water scarcity threatens biodiversity.

Key Points

  • This research aims to understand how climate change impacts the growth dynamics of mountain tree species in Central Europe.
  • Analyzed tree-ring growth of fir, beech, and larch from Sudetes and Carpathians.
  • Used principal-component analysis combined with linear and nonlinear models.
  • Applied explainable artificial intelligence to quantify climate-growth relationships.
  • Fir in the Sudetes benefits from warmer winters but suffers from water deficits in spring and summer.
  • Beech growth negatively affected by hot and dry summers and limited by cold winters.
  • Larch growth benefits from higher May temperatures and lower April precipitation, while all species face water constraint issues.

Cite This Study

Danek et al. (2026) studied this question.

synapsesocial.com/papers/6a2cf528faef96ed7f057460https://doi.org/10.1016/j.agrformet.2026.111296
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