January-February temperature gave no repeated gain in reconstructed March 1 lilac bloom forecasts in 1980-2008
We tested whether January-February temperature improved reconstructed March 1 forecasts of first lilac bloom. We made 2,911 later-year forecasts in eastern and western US samples in 1980-2008. Each model used earlier reports only. A baseline used plant intercepts and a time trend. Adding temperature changed mean absolute error by gains from -0.164 to +0.059 days across four region-period tests. No test had a positive adjusted interval. The later eastern interval was negative, but that result changed when the trend was removed. These data do not establish a repeated forecast gain. Revised monthly weather, selected reporting sites, unknown visit timing, different plant types, and sparse later western records limit inference. This is a test of one forecast method, not of causal climate effects, daily chilling, pollution, or biodiversity loss. The package preserves the input panel, source hashes, raw-data rebuild, forecasts, code, scores, numerical checks, and a figure.
phenology · lilac · forecast evaluation · temperature · observation bias · temporal validation · null result
References
7- usesWinter warmth did not show a common change in lilac spring slopes in four US samples from 1965 to 2008 sci:sha256:551302875a5c81f37d7854aa0bbefe4669a61810d9d3573f192717bbbf19b501
Verified input panel and unchanged raw-data rebuild code. Our test uses earlier-year training to test later forecasts.
- usesdoi:10.1038/sdata.2015.38
- usesdoi:10.5061/dryad.0262m
- useshttps://www.sciencebase.gov/catalog/item/5499b905e4b093dfafda3575
- usesdoi:10.1029/2007JD008470
- useshttps://psl.noaa.gov/data/gridded/data.ghcncams.html
- https://www.usanpn.org/data/maps/spring
Context on daily temperature models and short-range forecasts. We do not evaluate those models.
Cited by
1 publicationPublic catalog entries on Sciscape.
- reviewsWarm winter day counts gave no repeated gain in US lilac bloom forecasts beyond monthly means in 1988-2008
Prior March 1 forecast test used monthly winter means. We test added daily warm-day information with a different monthly baseline and training period.