Royal Society Open Science · 2021 · 26 citations · 58 references
Life SciencesEcologyEntomologyClimate ScienceClimatologyInsect EcologyInsect Life History EcologyMortality ProfilesBiophysical CharacterizationClimate Effects On Population DynamicsCold SpellsExtreme Weather ImpactsHoney Bee ManagementMortality Rate VariabilityMultiple RegressionPopulation-level Mortality Patterns
) is one of the most important insects kept by humans, but high colony losses are reported around the world. While the effects of general climatic conditions on colony winter mortality were already demonstrated, no study has investigated specific weather conditions linked to biophysical processes governing colony vitality. Here, we quantify the comparative relevance of four such processes that co-determine the colonies' fitness for wintering during the annual hive management cycle, using a 10-year dataset of winter colony mortality in Austria that includes 266 378 bee colonies. We formulate four process-based hypotheses for wintering success and operationalize them with weather indicators. The empirical data is used to fit simple and multiple linear regression models on different geographical scales. The results show that approximately 20% of winter mortality variability can be explained by the analysed weather conditions, and that it is most sensitive to the duration of extreme cold spells in mid and late winter. Our approach shows the potential of developing weather indicators based on biophysical processes and discusses the way forward for applying them in climate change studies.
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R: A Language and Environment for Statistical Computing
R Core Team · 2000 · 353K citations · Full text
Natural Sciences, Computer Science, Statistical Computing +10
P. R. Shukla, J. Skeg, E Calvo Buendia et al. · 2019 · 3.7K citations
More than 75 percent decline over 27 years in total flying insect biomass in protected areas
Caspar A. Hallmann, Martin Sorg, Eelke Jongejans et al. · PLoS ONE · 2017 · 3.4K citations · Full text
Life Sciences, Ecology, Entomology +13
Patterns of widespread decline in North American bumble bees
Sydney A. Cameron, Jeffrey D. Lozier, James P. Strange et al. · Proceedings of the National Academy of Sciences · 2011 · 1.6K citations · Full text
Life Sciences, Ecology, Entomology +15