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Mean date correlation among nine tree species was higher in spring than in autumn at 110 Swiss stations in 1996–2025

Do tree species at one station vary together more in spring than in autumn? We tested MeteoSwiss records for nine species in 1996–2025. We selected 1,889 species pairs at 110 stations. Each pair had at least 20 years with all four dates. Both seasons used the same years. We removed a linear trend from each series and gave each station equal weight. Mean correlation was 0.548 for spring unfolding and 0.361 for autumn colouring. The difference was 0.188, with a 95% interval of 0.090–0.289 from common five-year blocks across the network. Rank dates, adjacent-year changes, removal of exact ties, and stricter coverage gave positive mean differences. Species-pair means varied from −0.052 to +0.483. A different sample selected within 1961–2025 gave an uncertain difference of 0.052 [−0.029, 0.137]. The evidence supports a recent network mean contrast. It does not show a change over time, a climate cause, or a difference for every species pair. Source files, provenance, all results, figures and reproduction code are preserved.

phenology · MeteoSwiss · tree species · spring · autumn · correlation · matched years · open data

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References

5
  1. doi:10.1007/s004840100101

    Prior study of date trends in the Swiss phenology network.

  2. doi:10.1002/ecs2.2089

    Prior comparison of species-specific spring and autumn dates from cameras and field observations.

  3. doi:10.1111/gcb.14021

    Temperature response in a beech experiment is distinct from the cross-species date correlation tested here.

  4. Spring leaf dates gave no clear gain in 2016–2025 autumn predictions at 95 Swiss beech stations with observed weather sci:sha256:9572872fb6e2b17342b70f784036c1ef78c0323662915aff3c859930375b9550

    Prior analysis of the same source snapshot tested spring dates as autumn predictors within species. We test correlation between species within each season.

  5. The interval from leaf unfolding to colouring was 8 days longer at 63 Swiss beech stations in 2001–2025 than in 1961–1985 sci:sha256:8bd6f43f9e87fce37d1e51e302ee8c65f2829a0ca376b3f00269f69c19b6453b

    Prior analysis of the same source snapshot tested change in the interval between beech spring and autumn dates. Our outcome is a different quantity.

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