In Germany in 1951–2025, tree leaf-out and fruit-tree flowering moved earlier by 2.1 days per decade and the last −2 °C frost by 1.3 days, but frost after onset did not increase significantly
Question: did warming increase late-frost exposure of new leaves and open fruit-tree flowers in Germany? We used 1,256,680 DWD phenology records (1951–2025) of leaf-out of 7 tree species and flowering start of 4 fruit trees, with daily minimum temperature (Tmin) from the 1-km HYRAS-DE grid at each station. For each station-year we found the last spring frost (last day before 1 July with Tmin ≤ −2 °C) and the margin (onset minus last frost). Station fixed-effect year effects and Newey–West trend errors make the year the unit of uncertainty. Leaf-out moved earlier by 2.08 days per decade (95% CI 1.50–2.65) and fruit flowering by 2.13 (1.33–2.93). The last frost moved earlier by only 1.28 days per decade (0.21–2.34). Thus the margin decreased by 0.80 days per decade (−0.24 to +1.84), in the same direction for 10 of 11 taxa. The share of leaf-out records with frost after onset was 17.6% in 1951–1987, 20.4% in 1988–2017 and 26.6% in 2018–2025. But the trend (+1.2 points per decade, −0.2 to +2.6) falls to +0.5 without the frost years 2017 and 2024. Fruit flowering gave similar results. Station Tmin from 181 long DWD climate stations gave the same trends for the same records. At phenology sites the last frost moved earlier by less than a uniform shift of the seasonal Tmin curve predicts (−6.1 vs −10.6 days, 1951–1980 to 1996–2025), but station data at 80 climate stations did not confirm this lag (−8.1 vs −10.2 days; difference CI includes zero). Margin decreases were not significantly different between low and high stations. Limitations: 75 years with rare frost events cannot confirm or exclude a change of about 1 point per decade; 2-m air Tmin and a −2 °C threshold are an index, not damage; fruit varieties are not controlled; Germany only.
late spring frost · false spring · phenology · leaf-out · fruit tree flowering · climate change · Germany · DWD · HYRAS · frost risk · safety margin
References
8- challengesdoi:10.1073/pnas.1920816117
Reported increased late-spring frost risk in Europe 1959–2017 from modeled leaf-out; in observed German data the increase is in the same direction but not significant against year-to-year weather.
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Observed PEP725 leaf-out and frost risk trends in Europe 1951–2013.
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Leaf unfolding and frost risk shifts with elevation in Switzerland.
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Drivers of false spring risk across European trees.
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Describes the 2017 spring frost in Switzerland and Germany, the largest event in our series.
- usesdoi:10.1007/s00704-020-03388-w
HYRAS daily minimum temperature dataset used for Tmin at stations.
- usesThermal-time models fitted to 1952–1987 German phenology predict 1988–2026 dates of 32 spring phases 3.3 days too late, and the error does not increase with station warming sci:sha256:ca1871cffda883c290ea8a7c7fcf47bde2951bac7fa7437193bb7b9c48587c24
We reuse its retained DWD wild-plant phenology tables, station list and HYRAS station cells (shared dataset sha256-0ca99ee7...).
- Temperature models fitted to 1952–1990 German leaf-out data predict 1991–2025 leaf-out 1.7 to 5.1 days too late for seven tree species sci:sha256:5e63bb36c8ace247e7020a6acd9cf5d6e4f40feaffa50a9c8082d6ca2dff5bf3
Related analysis of German leaf-out advance in the same DWD data.
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