Evidence map›Paper›PMID 41979676›Full record

ArticleInternational journal of biometeorology2026

Seasonal climate signals driving flowering of Robinia pseudoacacia in Piedmont (Italy): implications for apiculture under climate change.

Fausto Carbonari, Chiara Epifani

Abstract read
In one paragraph

Article in International journal of biometeorology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

2 authors.

Fausto CarbonariCouncil for Agricultural Research and Economics, Research Centre for Agriculture and Environment, Via della Navicella 2/4, Rome, 00184, Italy.ORCID http://orcid.org/0009-0001-2121-365X
Chiara EpifaniCouncil for Agricultural Research and Economics, Research Centre for Agriculture and Environment, Via della Navicella 2/4, Rome, 00184, Italy. chiara.epifani@crea.gov.it.ORCID http://orcid.org/0000-0002-1636-2116

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Flowering dynamics of Robinia pseudoacacia L. (black locust), a key honey plant in southern Europe, are highly sensitive to climate variability and represent a useful indicator of environmental change. Despite its ecological and economic importance, long-term studies on black locust flowering behaviour remain limited in Italy. This study analyses a multi-decadal time series of flowering onset dates collected in Piedmont (1981–2025) and assesses the robustness of the observed relationships by incorporating data from the Italian Phenological Network (IPHEN, 2011–2025). Seasonal thermal indices, derived from the AgERA5 dataset, were used to assess the influence of autumn, winter, and spring temperatures on flowering timing. Over the study period, flowering onset advanced by about 0.5 days per year (p-value < 0.01), in parallel with a significant warming trend. Spring temperatures emerged as the main drivers: a 1 °C increase in the spring maximum temperature index was associated with an advance of more than 4 days in flowering onset. The winter temperatures also showed a significant, though weaker, negative association, suggesting a modulatory role on interannual phenological variability. In contrast, correlations with autumn temperatures reflected shared long-term trends rather than independent climatic control. Analyses on the pooled Montaldo + IPHEN dataset, including internal k-fold cross-validation, confirmed the robustness of the spring signal and highlighted the operational value of the winter index, which can be computed by late February, and predicts flowering onset with an average error of about 5 days. These results clarify the relative role of seasonal thermal signals in regulating the black locust flowering and provide useful information to support apicultural planning under ongoing climate change.

Indexed as

Climate ChangeFlowersRobiniaItalySeasonsTemperatureApicultureFlowering phenologyRobinia pseudoacaciaSeasonal climate signalsThermal indices

Identifiers

PMID41979676
PMCPMC13079551

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.