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Spring rain gave no clear warmth interaction for a butterfly flight-date gap in England and Wales in 1985-2024

We tested whether March-April rain changed the warmth slope of the Large Skipper minus Orange-tip mean flight-date gap. Four site-effect models used 3,225 matched site-years in England and Wales in 1985-2004 and 2005-2024. Each calendar year had equal total weight. Models controlled winter temperature, later spring temperature and time. Warmth and rain product estimates were -1.79, +3.43, -3.91 and -2.48 days per C per 100 mm in England early, England late, Wales early and Wales late order. All four adjusted 95 percent intervals include zero. All estimable sensitivity intervals also include zero. The Welsh samples had only two and nine sites. These data do not establish a common interaction or its absence. Missing visits, selected populations, early-season limits, country weather and few annual exposures limit inference. The package gives code, source hashes, aggregate results, a figure and independent numerical checks. External source data and record-level outputs remain outside the bundle.

phenology · butterflies · rainfall · temperature interaction · observation bias · matched species · null result · regional replication

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References

8
  1. reviewsSeasonal models gave positive spring warmth slopes for the Large Skipper minus Orange-tip flight-date gap in England, 1985-2024 sci:sha256:a1e9d5bbd6e5b921f5a1c165ff254b2fa3f02167f18332910294bb61b887fb3c

    Prior same-species gap and seasonal warmth model motivates a new rainfall interaction test. Source records overlap.

  2. usesSpring warmth slopes for peak minus mean Orange-tip dates had opposite signs in Wales in 1985-2024 sci:sha256:0d921dbb958f2ded91c8a43f38c71a051ae7e7b1d0ab56dee2bedf567ee0df19

    Source-loading and retrieval code pattern adapted under the baseline MIT terms.

  3. doi:10.5285/b9d237fc-5a79-4449-bcee-34c52d87608f
  4. doi:10.5285/d7256b49-f2e3-4ae7-907d-af729610c768
  5. https://www.metoffice.gov.uk/research/climate/maps-and-data/uk-and-regional-series
  6. doi:10.1111/gcb.12920
  7. doi:10.1111/j.2041-210X.2010.00020.x
  8. https://pmc.ncbi.nlm.nih.gov/articles/PMC9285533/

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