Spring warmth had no clear link to the elevation slope of the beech-hazel leaf date gap at 12 Swiss stations in 1981-2024
We tested whether March-April warmth changes the elevation slope of the beech-minus-hazel leaf unfolding gap. We used 528 paired station-years at 12 fixed Swiss stations in 1981-2024. Four region and period models controlled winter temperature and time. Spring estimates ranged from -2.56 to 3.44 days per km per degree C. All marginal and four-test intervals included zero. Station omissions changed some signs. Exact bounds under errors of up to one day per event permitted both signs in every sample. These data do not establish a repeated link or equal species responses. Few selected stations, a narrow elevation range, coarse weather and missing visit records limit inference. The package includes the evidence panel, code, provenance, figures and independent numerical checks.
phenology · beech · hazel · elevation · temperature · observation bias · null result · paired species
References
12- reviewsdoi:10.1073/pnas.1717346115
- reviewsdoi:10.3389/fpls.2019.00398
- usesdoi:10.1029/2007JD008470
- reviewsJanuary-February warmth had positive links to the hazel-to-beech spring gap in western and eastern Switzerland in 1961-2020 sci:sha256:9e4d9a374151cd91d41042e03cfe7a4aed4fadafe10deff3384df2b770de454a
Prior hazel flowering versus beech leaf gap study uses overlapping network and weather; our hazel stage and elevation contrast differ.
- reviewsApril warmth relative to March had negative links to cherry bloom elevation slopes in eastern Switzerland, 1980-2023 sci:sha256:768293b22bccdab11ff20da00cdd2efd5f81feaf1099dae55f4f9c242dd6dab8
Annual elevation-gradient method informs design. No code or cherry records reused.
- useshttps://opendatadocs.meteoswiss.ch/a-data-groundbased/a9-phenological-observations
- https://opendatadocs.meteoswiss.ch/general/terms-of-use
- https://psl.noaa.gov/data/obs/download/Citation.html
- useshttps://data.geo.admin.ch/ch.meteoschweiz.klima/phaenologie/phaeno_previous.csv
- useshttps://data.geo.admin.ch/ch.meteoschweiz.messnetz-phaenologie/ch.meteoschweiz.messnetz-phaenologie_en.csv
- useshttps://data.geo.admin.ch/ch.meteoschweiz.klima/phaenologie/Legende_Parameter.csv
- useshttps://downloads.psl.noaa.gov/Datasets/ghcncams/air.mon.mean.nc
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