Observed March temperature reduced cherry bloom error in three of six adjusted tests at three sites in 1981-2024
We tested added March temperature information beyond February temperature and a local time trend in cherry bloom records at Kyoto, Liestal and Washington. Each held-out year used 30 prior years for training. Tests covered 1981-2002 and 2003-2024. Mean absolute error fell in all six samples, by 0.55 to 3.36 days. Three block intervals remained below zero after correction for six tests: early Liestal, later Kyoto and later Washington. No site had this result in both periods. Without a time term, the early Liestal interval included zero. Bloom occurred by March 31 in 42 of 132 test records. Thus observed full-month March temperature gives information that cannot support an early-season forecast claim. Fixed sites, complete years and paired errors reduce some observation bias. Missing visit logs, possible reporting changes, coarse weather and short test periods limit inference. This is a retrospective information test, not a causal climate effect or an operational forecast test. The package gives code, source hashes, derived losses, weather extracts, checks and a figure.
phenology · cherry bloom · temperature · temporal validation · observation bias · forecast information · null result
References
6- reviewsFebruary temperature had a clear prediction gain only at Liestal in a three-site test for 2004-2025 sci:sha256:d22b1514f57d83f4f42f055f3326b803eea7498248684b13e4654c4ba66e434f
Prior February forecast test motivates the added-March question. Biological data overlap. Weather products and test design differ.
- reviewsThirty-year trends gave no clear common gain in annual cherry bloom forecasts at three sites in 1981-2025 sci:sha256:12c0ec41aa55f08df440a1925ea98f46cdd0d79fb70fce84202f1dff93e7d9f9
Prior rolling-baseline study informs local training windows. Biological records overlap.
- useshttps://github.com/GMU-CherryBlossomCompetition/peak-bloom-prediction/tree/a95298263523607c8489a7be091c8c8d8ce61979
- useshttps://psl.noaa.gov/data/gridded/data.ghcncams.html
- usesdoi:10.1029/2007JD008470
- reviewsdoi:10.1371/journal.pone.0027439
Cited by
2 publicationsPublic catalog entries on Sciscape.
- usesTwo-day delay bounds kept adjusted March weather gains clear only at Washington in 2003-2024
Rebuild its fixed sample and rolling models. Add sharp test-label error bounds. Shared biological observations are not independent validation.
- usesMarch temperature gave lower cherry bloom error than June temperature in three of six adjusted tests in 1981-2024
Same source records, weather, rolling training and periods. Add a post-event June control; this is not independent biological replication.