Analysis of Factors Affecting the Honeybee Colony Size from the Model-based Perspective
DOI:
https://doi.org/10.54097/hset.v35i.7053Keywords:
Honeybee; Gray Forecast Model; Analytic Hierarchy Process; Markov Chain Monte Carlo.Abstract
Bees and other important animals are vital to human survival on the earth. They not only produce delicious honey, but also play an indispensable role in plant pollination, making a unique contribution to the world. The bee population reduction crisis is known as a global problem of sustainable development goals. To consider the factors that can influence the size of honey bee populations and how these factors can affect the size of honey bee populations, we will use the most basic evaluation model. Given the need to accurately calculate the weight of each factor, we use the Analytic Hierarchy Process (AHP) model. In order to analyze the results of the AHP model, we will list our variable factors, apply the AHP model and use sensitivity analysis on it. Also, to predict how many honeybees hives you will need to support pollination of an 81,000 square meters parcel of land containing crops that benefit from pollination. we consider to use Markov Chain Monte Carlo (MCMC) model, which can indicate a stationary distribution to the attendance rate of the bees after n times.
Downloads
References
Usda, A. "Insights into social insects from the genome of the honeybee Apis mellifera Erratum: 2006 Nov. 23, v. 444, no. 7118, p. 512.]." Nature (2006).
Claudianos, C., et al. "A deficit of detoxification enzymes: pesticide sensitivity and environmental response in the honeybee." Insect Molecular Biology 15.5(2010):615-636.
Beye, M., et al. "The gene csd is the primary signal for sexual development in the honeybee and encodes an SR-type protein. " Cell 114.4(2003):419-429.
Hammer, M., and R. Menzel. "Learning and memory in honeybee." The Journal of Neuroscience 15.3 Pt 1(1995):1617-1630.
Estoup, A., M. Solignac, and J. M. Cornuet. "Precise Assessment of the Number of Patrilines and of Genetic Relatedness in Honeybee Colonies." Proceedings of the Royal Society B Biological Sciences 258.1351(1994):1-7.
Arnaud, et al. "Precise Assessment of the Number of Patrilines and of Genetic Relatedness in Honeybee Colonies." Proceedings of the Royal Society B Biological Sciences (1994).
Viktoria, et al. "Primary structures of the N-linked carbohydrate chains from honeybee venom phospholipase A2." European Journal of Biochemistry (1993).
Nazzi, and Francesco. "Synergistic Parasite-Pathogen Interactions Mediated by Host Immunity Can Drive the Collapse of Honeybee Colonies. " PLoS Pathogens (2012).
Higes, M., et al. "How natural infection by Nosema ceranae causes honeybee colony collapse. " Environmental Microbiology 10.10(2010):2659-2669.
Martinson, V. G., J. Moy, and N. A. Moran. "Establishment of Characteristic Gut Bacteria during Development of the Honeybee Worker." Applied & Environmental Microbiology 78.8(2012):2830-2840.
Farooqui, T., et al. "Modulation of early olfactory processing by an octopaminergic reinforcement pathway in the honeybee. " Journal of Neuroscience the Official Journal of the Society for Neuroscience 23.12(2003):5370-80.
Randolf, et al. "Cognitive architecture of a mini-brain: the honeybee -ScienceDirect." Trends in Cognitive Sciences 5.2(2001):62-71.
Menzel, R. G. "Searching for the memory trace in a mini-brain, the honeybee. " Learning & Memory 8.2(2001):53.
Tessier, D. C., et al. "Enhanced secretion from insect cells of a foreign protein fused to the honeybee melittin signal peptide." Gene 98.2(1991):177.
Durst, C., S Eichmüller, and R. Menzel. "Development and experience lead to increased volume of subcompartments of the honeybee mushroom body. " Behave Neural Biol 62.3 (1994): 259-263.
Tarpy, D. R. "Genetic diversity within honeybee colonies prevents severe infections and promotes colony growth." Proceedings of the Royal Society B: Biological Sciences (2003).
Kuchler, K., et al. "Analysis of the cDNA for phospholipase A2 from honeybee venom glands: The deduced amino acid sequence reveals homology to the corresponding vertebrate enzymes." European Journal of Biochemistry (1989).
Downloads
Published
Issue
Section
License

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.







