Climatic predictors of prominent honey bee (Apis mellifera) disease agents: Varroa destructor, Melissococcus plutonius, and Vairimorpha spp.
McAfee, A.; Alavi-Shoushtari, N.; Tran, L.; Labuschagne, R.; Cunningham, M.; Tsvetkov, N.; Common, J.; Higo, H.; Pernal, S. F.; Giovenazzo, P.; Hoover, S. E.; Guzman-Novoa, E.; Currie, R. W.; Veiga, P. W.; French, S. K.; Conflitti, I. M.; Pepinelli, M.; Borges, D.; Walsh, E. M.; Bishop, C. A.; Zayed, A.; Duffe, J.; Foster, L. J.; Guarna, M. M.
Show abstract
Improving our understanding of how climate influences honey bee parasites and pathogens is critical as weather patterns continue to shift under climate change. While the prevalence of diseases vary according to regional and seasonal patterns, the influence of specific climatic predictors has rarely been formally assessed. To address this gap, we analyzed how occurrence and intensity of three prominent honey bee disease agents (Varroa destructor [-] hereon Varroa [-] Melissococcus plutonius, and Vairimorpha spp.) varied according to regional, temporal, and climatic factors in honey bee colonies across five Canadian provinces. We found strong regional effects for all disease agents, with consistently high Varroa intensity and infestation probabilities and high M. plutonius infection probabilities in British Columbia, and year-dependent regional patterns of Vairimorpha spp. spore counts. Increasing wind speed and precipitation were linked to lower Varroa infestation probabilities, whereas warmer temperatures were linked to higher infestation probabilities. Analysis of an independent dataset shows that these trends for Varroa are consistent within a similar date range, but temperature is the strongest climatic predictor of season-long patterns. Vairimorpha spp. intensity decreased over the course of the summer, with the lowest spore counts found at later dates when temperatures were warm. Vairimorpha spp. intensity increased with wind speed and precipitation, consistent with inclement weather limiting defecation flights. Probability of M. plutonius infection generally increased across the spring and summer, and was also positively associated with inclement weather. These data contribute to building a larger dataset of honey bee disease agent occurrence that is needed in order to predict how epidemiology may change in our future climate.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Mutations associated with pyrethroid resistance in Varroa mites, a parasite of honey bees, are widespread across the USA 95%
- Sugar alcohols have the potential as bee-safe feeding stimulants for wasp control 92%
- Incursion pathways of the Asian tiger mosquito (Aedes albopictus) into Australia contrast sharply with those of the yellow fever mosquito (Aedes aegypti) 92%
Similar papers in this journal
- Catching more air: A method to spatially quantify aerial triazole resistance in Aspergillus fumigatus 91%
- Effects of priority on strain-level composition of the honey bee gut community 91%
- Microbial Associates of the Elm Leaf Beetle: Uncovering the Absence of Resident Bacteria and the Influence of Fungi on Insect Performance 90%
Similar papers in this journal
- Africanized honeybees in Colombia exhibit high prevalence but low level of infestation of Varroa mites and low prevalence of pathogenic viruses 92%
- Natural diversity of honey bee (Apis mellifera) gut bacteriome in various climatic and seasonal states 92%
- Differential ability of three bee species to move genes via pollen 92%
Similar papers in this journal
- Composition and acquisition of the microbiome in solitary, ground-nesting alkali bees 93%
- Contrasting patterns of foraging behavior in Neotropical stingless bees using pollen and honey metabarcoding 93%
- Deformed wing virus type A, a major honey bee pathogen, is vectored by the mite Varroa destructor in a non-propagative manner. 93%
Similar papers in this journal
- Bee visitation and fruit quality in berries under protected cropping vary along the length of polytunnels 92%
- Honey bee queen production: Canadian costing case study and profitability analysis 90%
- Transmission of Xylella fastidiosa subsp. pauca ST53 by the sharpshooter Cicadella viridis from different source plants and artificial diets 90%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.