Abstract
A general mathematical model for population dispersal featuring long range taxis is presented and exemplified by the dispersal episode of the Africanized honey bees (Apis mellifera adansonii) throughout the American Continent. The mathematical model is a discrete-time and nonlocal model represented by an integrodifference recursion. A newtaxis concept is defined and introduced into the mathematical model by an appropriate modification of the redistribution kernel. The model is capable of predicting the natural barrier for the expansion of the Africanized honey bees in the southern part of the Continent due to low winter temperatures. It also describes a sensitive expansion velocity with respect to the quality of resources, which can explain the AHB’s astounding spread rate, by using two different kinds of population dynamics strategies, one for a resourceful environment and the other for poor regions.
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Allen, E.J., Allen, L.J.S., Xiaoning, G., 1996. Dispersal and competition models for plants. J. Math. Biol. 34, 455–481.
Andersen, M., 1991. Properties of some density-dependent integrodifference equation population models. Math. Biosci. 104, 135–157.
Andow, D.A., Kareiva, P.M., Levin, S.A., Okubo, A., 1993. Spread of invading organisms: patterns of spread. Landscape Ecol. 4, 177–188.
Bowman, J., Cappuccino, N., Fahrig, L., 2002. Patch size and population density: the effect of immigration behavior. Conservation Ecol. 6. Online: http://www.consecol.org/vol6/issl/art9.
Camazine, S., Deneubourg, J.L., Franks, N.R., Sneyd, J., Theraulaz, G., Bonabeau, E., 2001. Self-Organization in Biological Systems. Princeton University Press.
Edelstein-Keshet, L., 1988. Mathematical Models in Biology. Random House.
Fletcher, D.J.C., 1978. The African bee, Apis mellifera adansonii, in Africa. Annu. Rev. Entomol. 23, 151–171.
Gonçalves, L.S., 1974. The introduction of the African bees (Apis mellifera adansonii) into Brazil and some comments on their spread in South America. Am. Bee J. 114, 414–416.
Hart, D.R., Gardner, R.H., 1997. A spatial model for the spread of invading organisms subject to competition. J. Math. Biol. 35, 935–948.
Heinrich, B., Esch, H., 1994. Thermoregulation in bees. Am. Sci. 82, 164–170.
Hinderer, T.E., Collins, A.M., 1991. Foraging behavior and honey production. In: Spivak, M., Fletcher, D.J.C., Breed, M. (Eds.), The ‘African’ Honey Bee. Westview Press, pp. 235–257.
Hinderer, T.E., Hellmich, R.L., 1991. The process of africanization. In: Spivak, M., Fletcher, D.J.C., Breed, M. (Eds.), The ‘African’ Honey Bee. Westview Press, pp. 95–117.
Keller, E.F., Segel, L.A., 1970. Initial of slime mold aggregation viewed as a instability. J. Theor. Biol. 26, 399–415.
Keller, E.F., Segel, L.A., 1971. Model for chemotaxis. J. Theor. Biol. 30, 225–234.
Kerr, W.E., del Rio, S.L., Barrionuevo, M.D., 1982. Distribuição da Abelha Africanizada e seus Limites ao Sul. Ciênc. Cultura 34, 1439–1442.
Kerr W.E., Gonçalves L.S., Blotta L.F., Maciel H.B., 1972. Biologia Comparada entre as Abelhas Italianas (Apis mellifera ligustica), Africana (Apis mellifera adansonii) e suas Híbridas. 1o Congresso Brasileiro de Apicultura, Florianópolis, Brazil.
Kot, M., 1992. Discrete-time travelling waves: ecological examples. J. Math. Biol. 30, 413–430.
Kot, M., Lewis, M.A., van den Driessche, P., 1996. Dispersal data and the spread of invading organisms. Ecology 77, 2027–2042.
Kot, M., Schaffer, W.M., 1986. Discrete-time growth-dispersal models. Math. Biosci. 80, 109–136.
Lindauer, M., 1961. Communication Among Social Bees. Harvard University Press, Cambridge.
Mistro, D.C. 1998. Dispersão de Abelhas Africanizadas: Um Zoom Matemático, Tese de Doutorado, Universidade Estadual de Campinas, Brasil.
Moritz, R.F.A., Southwick, E.E., 1992. Bees as Superorganisms: An Evolution Reality. Springer-Verlag, New York.
Myerscough, M.R., 2003. Dancing for a decision: a matrix model for nest-site choice by honeybees. Proc. R. Soc. Lond. B, Online 3 February 2003.
Murray, J.D., 1989. Mathematical Biology. Springer-Verlag, Berlin.
Neubert, M., Kot, M., Lewis, M.A., 2000. Invasion speeds in fluctuating environments. Proc. R. Soc. Lond. B 267, 1603–1610.
Okubo, A., Levin, S.A., 2001. Diffusion and Ecological Problems. Modern Perspectives. Springer.
Otis, G.W., 1991. Population biology of the Africanized honey bee. In: Spivak, M., Fletcher, D.J.C., Breed, M. (Eds.), The ‘African’ Honey Bee. Westview Press, pp. 213–233.
Otis, G.W., 1982. Population biology of the Africanized honey bee. In: Jaisson, P. (Ed.), Social Insects in The Tropics. University of Paris, pp. 209–219.
Ratnieks, F.L., 1991. Africanized bees: natural selection for colonizing ability. In: Spivak, M., Fletcher, D.J.C., Breed, M. (Eds.), The ‘African’ Honey Bee. Westview Press, pp. 119–135.
Ricker, W.E., 1954. Stock and recruitment. J. Fish. Res. Board Can. 11, 559–623.
Rodrigues, L.A.D. 1998. O Acaso e a Decisão: Modelos Matemáticos para Dispersào Populacional, Tese de Doutorado, Universidade Estadual de Campinas, Brasil.
Roubik, D.W., 1989. Ecology and Natural History of Tropical Bees. Cambridge University Press.
Roubik, D.W., 1991. Aspects of Africanized honey bee ecology in tropical America. In: Spivak, M., Fletcher, D.J.C., Breed, M. (Eds.), The ‘African’ Honey Bee. Westview Press, pp. 259–281.
Seeley, T.D., 1985. The information-center strategy of honeybee foraging. Fortsch. Zool. 31, 75–90.
Seeley, T.D., 1989. The honey bee colony as a superorganism. Am. Sci. 77, 546–553.
Seeley, T.D., 1995. TheWisdom of the Hive—The Social Physiology of Honey Bee Colonies. Harvard University Press.
Seeley, T.D., Visscher, P.K., 1985. Survival of honeybees in cold climates: the critical timing of colony growth and reproduction. Ecol. Entomol. 10, 81–88.
Segel, L.A., 1984. Mathematical models for cellular behavior. In: Levin, S.A. (Ed.), Studies in Mathematical Biology. Mathematical Association of America, pp. 156–190.
Sheppard, W.S., Hinderer, T.E., Mazzoli, J.A., Stelzer, J.A., Shimanuki, H., 1991. Gene flow between African and European-derived honey bee populations in Argentina. Nature 349, 782–784.
Shigesada, N., 1984. Spatial distribution of rapidly dispersing animals in hetorogeneous environments. In: Levin, S.A., Hallam, T.T. (Eds.), Mathematical Ecology Lectures Notes in Biomathematics, vol. 54. Springer-Verlag, pp. 478–491.
Shigesada, N., Kawasaki, K., 1997. Biological Invasions: Theory and Practice. Oxford University Press.
Shigesada, N., Kawasaki, K., Teramoto, E., 1986. Traveling periodic waves in heterogeneous environments. Theor. Popul. Biol. 30, 143–160.
Silverman, B.W., 1986. Density Estimation for Statistics and Data Analysis. CRC Press.
Spivak, M., Fletcher, D.J.C., Breed, M.D., 1991. The ‘African’ Honeybee. Westview Press, Boulder.
Stevens, S.S., 1970. Neural events and the psychophysical law. Science 170, 1043–1050.
Taylor, O.R., 1977. The past and possible future spread of Africanized honey bees in the Americas. Bee World 58, 19–30.
Turchin, P., 1998. Quantitative Analysis of Movement, Measuring and Modelling Population Redistribution in Animals and Plants. Sinauer Associates, Inc. Publishers.
Veit, R.R., Lewis, M.A., 1996. Dispersal, population growth, and the Allee efect: dynamics of the house finch invasion of Eastern North America. Am. Naturalist 148, 255–274.
Visscher, P.K., Camazine, S., 1999. Collective decisions and cognition in bees. Nature 397, 400.
Wang, M.H., Kot, M., Neubert, M.G., 2002. Integrodifference equations, Allee effects, and invasions. J. Math. Biol. 44, 150–168.
Weinberger, H., 1982. Long-time behavior of a class of biological models. SIAM J. Math. Anal. 13, 353–396.
Weinberger, H., 2002. On spreading speed and travelling waves for growth and migration models in a periodic habitat. J. Math. Biol. 45, 511–548.
Wilson, E.O., 1971. The Insect Societies, Cambridge. The Belknap of Harvard University Press.
Wilson, E.O., 1975. Sociobiology. Harvard University Press, Cambridge.
Winston, M.L., 1987. The Biology of the Honey Bee. Harvard University Press.
Winston, M.L., 1991. The inside story: internal colony dynamics of Africanized bees. In: Spivak, M., Fletcher, D.J.C., Breed, M. (Eds.), The ‘African’ Honey Bee. Westview Press, pp. 201–212.
Winston, M.L., 1992. The biology and management of Africanized honey bee. Annu. Rev. Entomol. 37, 173–193.
Wolfe, J.M., Alvarez, G.A., Horowitz, T.S., 2000. Attention is fast and volition is slow: a random scan is a quicker way to find items than a systematic search. Nature 406, 691–692.
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An erratum to this article is available at http://dx.doi.org/10.1016/j.bulm.2005.05.001.
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Mistro, D.C., Rodrigues, L.A.D. & Ferreira, W.C. The Africanized honey bee dispersal: A mathematical zoom. Bull. Math. Biol. 67, 281–312 (2005). https://doi.org/10.1016/j.bulm.2004.07.006
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DOI: https://doi.org/10.1016/j.bulm.2004.07.006