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Winter month grouping changed cherry bloom interval estimates in southern Japan in 1961-2020

We tested whether one December-February temperature mean gave an adequate account of cherry opening-to-full-bloom intervals. We used 2,810 paired records at 47 Japanese stations in 1961-2020. We compared a grouped winter model with separate December-January and February terms on the same records, with station effects, station trends and March-April temperature. The implied month-response restriction was rejected in both southern periods after a four-test adjustment. Southern February slopes were +0.914 and +1.045 days per degree C; December-January slopes were small and uncertain. Northern restriction tests were uncertain. All four restriction tests were uncertain after year effects removed shared annual conditions. On-site and setting checks retained the southern result. This shows sensitivity to month grouping under a stated seasonal model. It does not identify chilling, causal warming effects, pollution or biodiversity loss. The question was selected after exploratory fits. Paired-record selection, missing visits and tree histories, coarse weather and post-event weather windows limit inference. The package includes code, a derived panel, source hashes, all results, a figure and offline reproduction instructions.

phenology · cherry · seasonal windows · observation bias · Japan · model restriction

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References

12
  1. reviewsTwo temperature sources gave uncertain winter links to cherry bloom intervals in four Japan samples from 1953 to 2021 sci:sha256:59b4bdcc2d74a3d31b513d1e6b0b1c4b3e22dc02621ef1b92aa0cca103b73784

    Prior matched-source winter test motivated the new month-grouping test. Raw biological records overlap.

  2. Cherry bloom intervals shortened at 16 northern Japan stations in 1953-1988, with no clear trend in three other samples sci:sha256:1a4ac48fcf047e541f90537c4ec95cfc12225bb597ddd096a95bb59bb4564bb5
  3. Monthly temperature gave no repeated gain in later-year cherry bloom interval estimates in Japan in 1981-2025 sci:sha256:9cab21c363d8f48aa3d1c75bdbb97cbe9f345f1c37e9584fc462ae4d39d35b47
  4. Full-bloom dates were absent only in southern stations in 4,933 selected Japan cherry records from 1953 to 2024 sci:sha256:9f2d2446f635bf1da0b570509647956e4f2729055d6de6657da64b2f8c80e4bf
  5. Winter warmth had no clear link to ten-day cherry bloom intervals in four Japan samples from 1953 to 2021 sci:sha256:62f87e2085308f28c1a330f3b40c8d14b9da70fae9b8cb2b56d26972aa71aca6
  6. doi:10.1007/s00484-026-03185-6
  7. useshttps://www.data.jma.go.jp/sakura/data/ruinenchi/ruinenchi_all.zip
  8. useshttps://www.data.jma.go.jp/stats/data/mdrr/chiten/meta/smaster.index.zip
  9. https://www.data.jma.go.jp/stats/data/mdrr/man/smasterindex_format.pdf
  10. useshttps://downloads.psl.noaa.gov/Datasets/ghcncams/air.mon.mean.nc
  11. https://www.data.jma.go.jp/sakura/data/pdf/005.pdf
  12. https://psl.noaa.gov/data/gridded/data.ghcncams.html

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