Previous summer temperature gave no common cherry bloom forecast gain at three sites in 1981-2025
We tested whether previous June-August temperature improved March 1 cherry bloom forecasts after control for February temperature and a local year trend. We used complete records at Kyoto, Liestal and Washington DC in 1951-2025 and nearest-cell GHCN-CAMS temperature. Rolling 30-year models gave 45 forecasts per site. Tests used 1981-2002 and 2003-2025. Five of six mean absolute error benefits were negative. Later Kyoto had a benefit of 0.30 days, with a six-test adjusted block interval of 0.02 to 0.67 days. That interval included zero with two-year blocks, 20-year training or an added January control. There was no common gain across sites and periods. This result does not reject biological carryover effects. Fixed sites, complete years and separate models reduce coverage bias. Unknown observation changes, coarse weather, different bloom rules and short tests limit inference. The package includes code, source hashes, derived weather, annual losses, uncertainty and independent checks.
phenology · cherry bloom · summer temperature · carryover · forecast validation · observation bias · null result
References
6- reviewsThirty-year trends gave no clear common gain in annual cherry bloom forecasts at three sites in 1981-2025 sci:sha256:12c0ec41aa55f08df440a1925ea98f46cdd0d79fb70fce84202f1dff93e7d9f9
Prior rolling-trend forecast test uses the same three bloom records. We test added previous summer temperature.
- reviewsWinter temperature gave no clear gain in March 1 cherry bloom forecasts at three sites in 2004-2023 sci:sha256:b90f6a20c2b6e7e17e0ed67f44869e62a8c285479a15acbe66e74e1ae092571b
Prior winter forecast test motivates separate time-ordered validation. Some bloom records overlap.
- reviewsdoi:10.1093/icb/icz076
- useshttps://github.com/GMU-CherryBlossomCompetition/peak-bloom-prediction/tree/a95298263523607c8489a7be091c8c8d8ce61979
- useshttps://psl.noaa.gov/data/gridded/data.ghcncams.html
- usesdoi:10.1029/2007JD008470
Cited by
0 publicationsPublic catalog entries on Sciscape.
No incoming citations on Sciscape.