Similarity among eucalyptus planted areas based on leaf-cutting ant nest sizes

Authors

DOI:

https://doi.org/10.4336/2022.pfb.42e201902071

Keywords:

Spatial distribution, Pest management, Planted forests

Abstract

Techniques for leaf-cutting ant control have been investigated in literature due to the importance of the damage they cause to agriculture. Plantations with large territorial extensions, which can be contiguous or not, are usually subdivided into local administration to collect data to determine the frequencies and area occupied by ant nests. The objective of this work was to build a relationship of similarities among different geographical regions using the frequency data and size of nests by applying Information Bottleneck method and principal component analysis. The approach was applied to data of leaf-cutting ants of the genus Atta in cultivated Eucalyptus spp. forests in São Paulo State, Brazil. The results showed similar regions that are not geographically close, regarding the occurrence of nests. With this information, administrators will be able to coordinate more precisely the allocation of bait, material and workers in regions with vast territories, avoiding resources waste.

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Author Biographies

Daniela Maria Lemos Barbato Jacobovitz, Educacros/Barbato Estudos de Engenharia

http://lattes.cnpq.br/9841908360954150

Joissy Mayara de Almeida Andrade, Eficiente Soluções Florestais Ltda

http://lattes.cnpq.br/2504326451904922

Jean-Jacques Georges Soares De Groote, Centro Universitário Moura Lacerda

http://lattes.cnpq.br/1664164937735219

References

Abraf. Brazilian Association of Producers of Planted Forests. Statistical yearbook 2013. Brasília, DF, 2013.

Andrade, J. M. A. et al. Avaliação do método estatístico de análise da componente principal (PCA) para níveis de infestação de formigas cortadeiras em plantações de eucalipto. Revista Científica Eletrônica Estácio Uniseb, v. 3, p. 181-199, 2014.

Barbato, D. M. & De Groote, J. J. Extracting relevant structures from self-determination theory questionnaires via information bottleneck method. arXiv preprint, arXiv:1806.01345, 2018.

Begon, M. et al. Ecology: individuals, populations and communities. 3rd ed. Oxford: Black-Well Science, 1996. https://doi.org/10.2307/2960512.

Bollazzi, M. et al. Efficiency and soil contamination during underground application of insecticides: control of leaf-cutting ants with thermal foggers. Journal of Pest Science, v. 87, n. 1, p. 181-189, 2014. https://doi.org/10.1007/s10340-013-0525-7.

Buczkowski, G. et al. Polyacrylamide hydrogels: an effective tool for delivering liquid baits to pest ants (Hymenoptera: formicidae). Journal of Economic Entomology, v. 107, n. 2, p. 748-757, 2014. https://doi.org/10.1603/ec13508

Caldeira, M. A. et al. Distribuição espacial de sauveiros (Hymenoptera: Formicidae) em eucaliptais, Cerne, v. 11, n. 1, p. 34-39, 2005.

Choate, B. & Francis, A. D. The influence of insecticides and vegetation in structuring formica mound ant communities (Hymenoptera: formicidae) in Maine Lowbush Blueberry. Journal of Economic Entomology, v. 106, n. 2, p. 716-726, 2013. https://doi.org/10.1603/ec12273.

Croft, B. A. & Hoyt, S. C. Integrated management of insect pests of pome and stone fruits. New York: Wiley Interscience, 1983. https://doi.org/10.1016/0261-2194(85)90045-6.

Dillier, F. X. & Wehner, R. Spatio-temporal patterns of colony distribution in monodomous and polydomous species of North African desert ants, genus Cataglyphis. Insectes Sociaux, v. 51, n. 2, p. 186-196, 2004. https://doi.org/10.1007/s00040-003-0722-0.

Doncaster, C. P. The spatial distribution of ant´ nests on Ramsey Island, South Wales. Journal of Animal Ecology, Oxford, v. 50, p. 95-218, 1981. https://doi.org/10.2307/4040.

Farias, P. R. S. et al. Distribuição espacial da lagarta-do-cartucho, Spodoptera frugiperda (J. E. Smith) (Lepidoptera: noctuidae), na cultura do milho. Neotropical Entomology, v. 30, n. 4, p. 681-689, 2001. https://doi.org/10.1590/s1519-566x2001000400025.

Fernandes, M. G. et al. Distribuição espacial de Alabama argillacea (Hübner) (Lepidoptera: Noctuidae) em algodoeiro. Neotropical Entomology, v. 32, n. 1, p. 107-115, 2003. https://doi.org/10.1590/s1519-566x2003000100016.

Gao, M. Detecting spatial aggregation from distance sampling: a probability distribution model of nearest neighbor distance. Ecological Research, v. 28, p. 397-405, 2013. https://doi.org/10.1007/s11284-013-1029-x.

Hecht, R. M. et al. Speaker recognition by gaussian information bottleneck. Interspeech, p 1567-1570, 2009.

IBÁ. Indústria Brasileira de Árvores. Relatório 2019 = Report 2019. Brasília, DF, 2019. 80 p. Disponível em: https://www.iba.org/datafiles/publicacoes/relatorios/iba-relatorioanual2019.pdf. Acesso em: 19 nov. 2020.

Jolliffe, I. Principal component analysis. Berlin: Springer Berlin Heidelberg, 2011. p. 1094-1096. https://doi.org/10.1007/978-3-642-04898-2_455.

Kaspari, M et al. Energy, density, and constraints to species richness: ant assemblages along a productivity gradient. The American Naturalist, v. 155, p. 280-293, 2000. https://doi.org/10.1086/303313.

Laranjeiro, A. J. Integrated pest management at Aracruz Celulose. Forest Ecological Management, v. 65, n. 1, p. 45-52, 1994. https://doi.org/10.1016/0378-1127(94)90256-9.

Li, W. Mutual information functions versus correlation functions. Journal of Statistical Physics, v. 60, p. 823-837, 1990. https://doi.org:10.1007/BF01025996.

Morrison, L. W. et al. Potential global range expansion of the invasive fire ant, Solenopsis invicta. Biological Invasions, v. 6, n. 2, p. 183-191, 2004. https://doi.org/10.1023/b:binv.0000022135.96042.90.

Nickele, M. et al. Distribuição espacial de formigueiros de Acromyrmex crassispinus (Forel) (Hymenoptera: Formicidae) em plantios de Pinus taeda. Neotropical Entomology, v. 39, n. 6, p. 862-872, 2010. https://doi.org/10.1590/s1519-566x2010000600003.

Nickele, M. et al. Formigas cultivadoras de fungos: estado da arte e direcionamento para pesquisas futuras. Pesquisa Florestal Brasileira, v. 33, n. 73, p. 53-72, 2013. https://doi.org/10.4336/2013.pfb.33.73.403.

Oi, D. H. et al. Bait distribution among multiple colonies of Pharaoh ants (Hymenoptera: Formicidae). Journal of Economical Entomology, v. 93, n. 4, p. 1247-1255, 2000. https://doi.org/10.1603/0022-0493-93.4.1247.

Pérez, P. S. et al. Potential impact of the leaf"cutting ant Acromyrmex lobicornis on conifer plantations in northern Patagonia, Argentina. Agricultural and Forest Entomology, v. 13, n. 2, p. 191-196, 2011. https://doi.org/10.1111/j.1461-9563.2010.00515.x.

Pitt, J. P. et al. Predicting Argentine ant spread over the heterogeneous landscape using a spatially explicit stochastic model. Ecological Applications, v. 19, n. 5, p. 1176-1186, 2009. https://doi.org/10.1890/08-1777.1.

Reis, A. et al. Mechanized systematic application of granulated ants baits in eucalyptus plantations in maintenance phase. Cerne, v. 21, n. 3, p. 423-428, 2016. http://dx.doi.org/10.1590/01047760201521031331.

Ricklefs, R. E. & Schluter, D. Species diversity in ecological communities: historical and geographical perspectives, 2nd ed. Chicago: University of Chicago Press, 1994. https://doi.org/10.1007/bf02803887.

Scalon, J. D. et al. Spatial distribution of the coffee-leaf-miner (Leucoptera coffeella) in an organic coffee (Coffea arabica L.) field in formation, Coffee Science, v. 6, n. 3, p. 226-232, 2011.

Slonim, N. & Tishby, N. Document clustering using word clusters via the information bottleneck method. Annual international ACM SIGIR conference on Research and development in information retrieval, 23, Athens, 2000. Proceedings [...]. New York: ACM, 2000. p. 208-215,https://doi.org/10.1145/345508.345578.

Slonim, N. & Tishby, N. Document clustering using word clusters via the information bottleneck method. Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval. ACM, New York, p. 208-215, 2000. https://doi.org/10.1145/345508.345578.

Souza, A. et al. Economic damage level for leaf-cutting ants in function of the productivity index of eucalyptus plantations in an atlantic forest region. Neotropical Entomology, v. 40, n. 4, p. 483-488, 2011.

Sousa-Souto, L. et al. Spatial distribution of Acromyrmex balzani (Emery) (Hymenoptera: Formicidae: Attini) nests using two sampling nethods. Sociobiology, v. 60, n. 2, p. 162-168, 2013. https://doi.org/10.13102/sociobiology.v60i2.162-168.

Strouse, D. J. & Schwab, D. J. The information bottleneck and geometric clustering. Neural Computation, v. 31, n. 3, p. 596-612, 2019. https://doi.org/10.1162/neco_a_01136.

Tanner, C. J. & Keller, L. Nest distribution varies with dispersal method and familiarity-mediated aggression for two sympatric ants. Animal Behaviour, v. 84, n. 5, p. 1151-1158, 2012. https://doi.org/10.1016/j.anbehav.2012.08.018.

Taylor, L. R. Assessing and interpreting the spatial distributions of insect populations. Annual Review of Entomology, v. 29, p. 321-357, 1984. https://doi.org/10.1146/annurev.en.29.010184.001541.

Tishby, N. et al. The information bottleneck method. v. 1, 24 abr, 2000. https://arXiv:preprint physics/0004057.

Tishby, N. & Zaslavsky, N. Deep learning and the information bottleneck principle. In 2015 IEEE Information Theory Workshop, 2015, Jerusalem. [Proceedings...]. [S.l.]: IEEE, 2015. p. 1-5. https://doi.org/10.1109/ITW.2015.7133169.

Vilela, E. F. Status of leaf-cutting ant control in forest plantations in Brazil. Fire Ants and Leaf-Cutting Ants, p. 399-408, Mar. 2019. https://doi.org/10.1201/9780429038266-33.

Zanetti, R. et al. An overview of integrated management of leaf-cutting ants (Hymenoptera: Formicidae) in Brazilian forest plantations. Forests, v. 5, n. 3, p. 439-454, 2014. https://doi.org/10.3390/f5030439.

Zaidi, A. et al. On the information bottleneck problems: models, connections, applications and information theoretic views. Entropy, v. 5, n. 3, p. 151, 2020. https://doi.org/10.3390/e22020151.

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Published

2022-12-14

How to Cite

JACOBOVITZ, Daniela Maria Lemos Barbato; ANDRADE, Joissy Mayara de Almeida; DE GROOTE, Jean-Jacques Georges Soares. Similarity among eucalyptus planted areas based on leaf-cutting ant nest sizes. Pesquisa Florestal Brasileira, [S. l.], v. 42, 2022. DOI: 10.4336/2022.pfb.42e201902071. Disponível em: https://pfb.cnpf.embrapa.br/pfb/index.php/pfb/article/view/2071. Acesso em: 12 may. 2024.

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