The DOI matches its Crossref record; 34 of the 34 references it cites were found in a registry or an index.
BEEHAVE: a systems model of honeybee colony dynamics and foraging to explore multifactorial causes of colony failure
Open accessAbstract
Summary: A notable increase in failure of managed European honeybee Apis mellifera L. colonies has been reported in various regions in recent years. Although the underlying causes remain unclear, it is likely that a combination of stressors act together, particularly varroa mites and other pathogens, forage availability and potentially pesticides. It is experimentally challenging to address causality at the colony scale when multiple factors interact. In silico experiments offer a fast and cost‐effective way to begin to address these challenges and inform experiments. However, none of the published bee models combine colony dynamics with foraging patterns and varroa dynamics. We have developed a honeybee model, BEEHAVE, which integrates colony dynamics, population dynamics of the varroa mite, epidemiology of varroa‐transmitted viruses and allows foragers in an agent‐based foraging model to collect food from a representation of a spatially explicit landscape. We describe the model, which is freely available online (www.beehave-model.net). Extensive sensitivity analyses and tests illustrate the model's robustness and realism. Simulation experiments with various combinations of stressors demonstrate, in simplified landscape settings, the model's potential: predicting colony dynamics and potential losses with and without varroa mites under different foraging conditions and under pesticide application. We also show how mitigation measures can be tested. Synthesis and applications. BEEHAVE offers a valuable tool for researchers to design and focus field experiments, for regulators to explore the relative importance of stressors to devise management and policy advice and for beekeepers to understand and predict varroa dynamics and effects of management interventions. We expect that scientists and stakeholders will find a variety of applications for BEEHAVE, stimulating further model development and the possible inclusion of other stressors of potential importance to honeybee colony dynamics.
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Global Sensitivity Analysis. The Primer
Saltelli, A., Ratto, M., Andres, T., Campolongo, F., Cariboni, J., Gatelli, D., Saisana, M., & Tarantola, S. (2007) · doi:10.1002/9780470725184 · Cited by 6,430
A standard protocol for describing individual-based and agent-based models
Grimm, V., Berger, U., Bastiansen, F., Eliassen, S., Ginot, V., Giske, J., Goss-Custard, J., Grand, T., Heinz, S. K., Huse, G., et al. (2006) · Ecological Modelling · doi:10.1016/j.ecolmodel.2006.04.023 · Cited by 2,981
Self-citationThe ODD protocol: A review and first update
Grimm, V., Berger, U., DeAngelis, D. L., Polhill, J. G., Giske, J., & Railsback, S. F. (2010) · Ecological Modelling · doi:10.1016/j.ecolmodel.2010.08.019 · Cited by 2,440
Self-citationPattern-Oriented Modeling of Agent-Based Complex Systems: Lessons from Ecology
Grimm, V., Revilla, E., Berger, U., Jeltsch, F., Mooij, W. M., Railsback, S. F., Thulke, H.-H., Weiner, J., Wiegand, T., & DeAngelis, D. L. (2005) · Science · doi:10.1126/science.1116681 · Cited by 2,175
Self-citationIndividual-based Modeling and Ecology
Grimm, V., & Railsback, S. F. (2005) · Princeton University Press eBooks · doi:10.1515/9781400850624 · Cited by 1,940
Self-citationA Metagenomic Survey of Microbes in Honey Bee Colony Collapse Disorder
Cox-Foster, D. L., Conlan, S., Holmes, E. C., Palacios, G., Evans, J. D., Moran, N. A., Quan, P.-L., Briese, T., Hornig, M., Geiser, D. M., et al. (2007) · Science · doi:10.1126/science.1146498 · Cited by 1,759
Biology and control of Varroa destructor
Rosenkranz, P., Aumeier, P., & Ziegelmann, B. (2009) · Journal of Invertebrate Pathology · doi:10.1016/j.jip.2009.07.016 · Cited by 1,657
A Common Pesticide Decreases Foraging Success and Survival in Honey Bees
Henry, M., Béguin, M., Requier, F., Rollin, O., Odoux, J.-F., Aupinel, P., Aptel, J., Tchamitchian, S., & Decourtye, A. (2012) · Science · doi:10.1126/science.1215039 · Cited by 1,474
Threats to an ecosystem service: pressures on pollinators
Vanbergen, A. J., & Initiative, T. I. P. (2013) · Frontiers in Ecology and the Environment · doi:10.1890/120126 · Cited by 1,368
Colony Collapse Disorder: A Descriptive Study
vanEngelsdorp, D., Evans, J. D., Saegerman, C., Mullin, C., Haubruge, E., Nguyen, B. K., Frazier, M., Frazier, J., Cox-Foster, D., Chen, Y., et al. (2009) · PLoS ONE · doi:10.1371/journal.pone.0006481 · Cited by 1,355
Cited by
Why Bees Are So Vulnerable to Environmental Stressors
Klein, S., Cabirol, A., Devaud, J.-M., Barron, A. B., & Lihoreau, M. (2017) · Trends in Ecology & Evolution · doi:10.1016/j.tree.2016.12.009 · Cited by 286
Impacts of deforestation on plant-pollinator networks assessed using an agent based model
Newton, A. C., Boscolo, D., Ferreira, P. A., Lopes, L. E., & Evans, P. (2018) · PLOS ONE · doi:10.1371/journal.pone.0209406 · Cited by 29
Metadata
- Authors
- Becher, M. A., Grimm, V., Thorbek, P., Horn, J., Kennedy, P. J., & Osborne, J. L.
- Venue
- Journal of Applied Ecology
- Publisher
- Wiley
- Published
- 2014-03-04
- Volume
- 51
- Issue
- 2
- Pages
- 470-482
- ISSN
- 0021-8901 (ISSN-L)
- 1365-2664
- OpenAlex
- W2067742864
- Cited by
- 296
- References
- 34
- FWCI
- 19.89
- Type
- journal article
- Language
- en
- Open access
- hybrid
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- Becher, M. A., Grimm, V., Thorbek, P., Horn, J., Kennedy, P. J., & Osborne, J. L. (2014). BEEHAVE: a systems model of honeybee colony dynamics and foraging to explore multifactorial causes of colony failure. Journal of Applied Ecology. https://doi.org/10.1111/1365-2664.12222
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