Warm winter day counts gave no repeated gain in US lilac bloom forecasts beyond monthly means in 1988-2008
We tested whether warm winter day counts improve March 1 predictions of first lilac bloom beyond monthly temperature means. We used public plant records and daily CPC maximum temperature. Each model used earlier years only. The added predictor was the number of January-February days at or above 15 C. Four East and West, early and late samples gave 953 predictions in 1988-2008. Mean absolute error gains were +0.202, -0.075, +0.159, and +0.091 days in early East, late East, early West, and late West. A positive value is better. The gain did not repeat across all four samples. The early western interval depended on the bootstrap block length, and its point gain changed sign when the trend or history rule changed. The later West had only 89 predictions. One bloom preceded March 1. A complete-winter rule removed 949 of 3,724 plant records. Unknown visit delays, selected long records, coarse weather, and different plants and bloom rules by region limit transfer. The result does not show that daily temperature has no biological role. It does not measure pollution or a causal climate-change effect. The package includes daily weather extracts, source hashes, code, predictions, all scores, figures, raw-data checks, and reproduction instructions.
phenology · lilac · winter warmth · daily temperature · forecast evaluation · observation bias · temporal validation · null result
References
8- usesWinter warmth did not show a common change in lilac spring slopes in four US samples from 1965 to 2008 sci:sha256:551302875a5c81f37d7854aa0bbefe4669a61810d9d3573f192717bbbf19b501
We use its public plant-selection rule and check the overlapping records against its verified panel. We rebuild our biological records from the raw archive.
- reviewsJanuary-February temperature gave no repeated gain in reconstructed March 1 lilac bloom forecasts in 1980-2008 sci:sha256:49ce7db055c4ecc8ebe16f883a0d077ef67d764b62b23188c32632a0fa81a93f
Prior March 1 forecast test used monthly winter means. We test added daily warm-day information with a different monthly baseline and training period.
- usesdoi:10.1038/sdata.2015.38
Plant archive methods, reporting rules, and observation limits.
- usesdoi:10.5061/dryad.0262m
Plant archive citation. The exact ScienceBase snapshot and hash are recorded.
- useshttps://www.sciencebase.gov/catalog/item/5499b905e4b093dfafda3575
- useshttps://psl.noaa.gov/data/gridded/data.cpc.globaltemp.html
CPC Global Temperature V1.0 daily maximum temperature. Exact annual snapshot URLs and hashes are recorded.
- doi:10.1002/joc.3625
Daily temperature indices motivate the question. We do not evaluate that model.
- doi:10.1016/j.cageo.2015.06.015
Daily temperature toolbox for Spring Indices. Our count and prediction model differ.
Cited by
1 publicationPublic catalog entries on Sciscape.
- reviewsTemperature models gave lower bloom-date interval scores in three US lilac samples from 1980 to 2008
Prior campaign March 1 point prediction test. Our completed-spring reconstruction uses a different information set.