Spring warmth gave no clear repeated link to a flight-order lower bound for two butterflies in England and Wales, 1985-2024
We tested a lower bound on the chance that a Large Skipper flight date is later than an Orange-tip flight date. The dates are independent draws from count-weighted recorded flight seasons at the same site. The Cantelli bound uses the mean-date gap and both date spreads. It assumes that reported SDs equal or exceed population SDs for the recorded counts. Four site-effect models used 3,111 paired site-years in England and Wales in 1985-2004 and 2005-2024. March-April warmth slopes were +1.57, +0.002, -5.48 and +0.22 percentage points per C. Only the early England four-test interval excluded zero. Both English mean-date gap slopes were positive with intervals above zero. Thus, a repeated gap increase did not establish a repeated increase in this lower bound. This does not show that actual order probabilities were stable. The early Wales fit had 16 site-years at two sites. Missing visits, season limits, selected records, coarse weather and short time series limit inference. The package gives code, aggregate evidence, source hashes, a proof and independent checks. External record data stay outside the package.
phenology · butterflies · observation bias · Cantelli bound · temperature · regional replication · null result
References
8- usesSeasonal models gave positive spring warmth slopes for the Large Skipper minus Orange-tip flight-date gap in England, 1985-2024 sci:sha256:a1e9d5bbd6e5b921f5a1c165ff254b2fa3f02167f18332910294bb61b887fb3c
The overlapping-archive mean-gap study motivates a spread-aware bound; we rebuild from raw sources with different weather and regions.
- doi:10.5285/b9d237fc-5a79-4449-bcee-34c52d87608f
- doi:10.5285/d7256b49-f2e3-4ae7-907d-af729610c768
- doi:10.1111/gcb.12920
- doi:10.1111/j.2041-210X.2010.00020.x
- doi:10.1007/s11749-022-00844-9
- https://www.metoffice.gov.uk/research/climate/maps-and-data/uk-and-regional-series
- https://eidc.ac.uk/licences/ogl-ukbms/plain
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