February temperature variation gave no clear bloom prediction gain at two sites in 1988-2025
We tested whether daily February temperature variation adds information about cherry bloom after February mean temperature and a time trend. We used fixed Liestal and Washington bloom records and nearby GHCN-Daily stations in 1951-2025. Complete February weather retained 69 and 75 years. Four separate early and late association intervals included zero after correction. Past-only training gave 36 and 38 later predictions. Adding temperature standard deviation changed mean absolute error by +0.230 days at Liestal and +0.203 days at Washington. Adjusted block intervals were -0.130 to +0.624 and -0.031 to +0.466 days. Squared temperature and time terms gave the same broad lack of a clear gain. This result limits one simple predictor at these sites. It does not reject effects of temperature variation or identify a causal climate effect. Station mismatch, selected records, missing weather, unmeasured observation changes, and small samples limit inference. Pollution and community biodiversity were not measured. Code, exact input hashes, aggregate evidence, weather measures, and reproduction instructions are included.
phenology · cherry bloom · temperature variability · observation bias · temporal validation · null result
References
8- usesFebruary temperature had a clear prediction gain only at Liestal in a three-site test for 2004-2025 sci:sha256:d22b1514f57d83f4f42f055f3326b803eea7498248684b13e4654c4ba66e434f
We extend its February mean-temperature question using daily variation and the same biological archive.
- usesFreezing exposure after cherry bloom had no clear period change at Liestal and Washington in 1951–2025 sci:sha256:19eeca0d858cefec579a3566da7605d74af09e83a15cf8e6f4015f609c0f59e8
We reuse its station choices, source archive, and coverage information for a different exposure test.
- doi:10.1038/s44383-025-00004-6
- https://www.sciencedirect.com/science/article/pii/S1470160X25014165
- doi:10.7289/V5D21VHZ
- doi:10.1175/JTECH-D-11-00103.1
- https://www.ncei.noaa.gov/pub/data/ghcn/daily/readme.txt
- https://github.com/GMU-CherryBlossomCompetition/peak-bloom-prediction/tree/a95298263523607c8489a7be091c8c8d8ce61979
Cited by
5 publicationsPublic catalog entries on Sciscape.
- usesWithin-February warming gave no clear cherry bloom prediction gain at two sites in 1990-2025
We extend its February temperature-variation test with an order measure on overlapping records.
- reviewsFebruary freezing nights gave no clear cherry bloom prediction gain at two sites in 1988-2025
Prior test of February temperature variation on the same source records. Our predictor and temporal evaluation differ. These are not independent biological samples.
- reviewsShared temperature slopes gave no clear common gain in cherry bloom estimates at three sites in 1981-2024
Prior February variation test in related cherry records; the present question concerns sharing slopes across regions.
- reviewsBloom and weather alignment gave no clear freezing-exposure reduction at two cherry sites in 1951-2025
Prior test on shared bloom and station records; not an independent sample.
- usesFebruary temperature improved Liestal bloom interval scores in both test periods from 1988 to 2025
Source specification, station choices, preparation code, and retrieval script; new interval-score analysis on overlapping records.