BIOLOGICAL INVASION OF <i>Corythucha ciliata</i> IN GREEN URBAN SPACES IN PORTUGAL: A NICHE MODELING APPROACH USING MAXIMUM ENTROPY

Authors

  • Maria Alice da Silva Pinto
  • Ana Paula Soares Gonçalves
  • Sónia Alexandra Paiva Santos
  • Mónica Roldão Lemos de Almeida
  • João Carlos Martins de Azevedo

DOI:

https://doi.org/10.5902/1980509815741

Keywords:

MaxEnt, modeling, invasive pest, Platanus spp.

Abstract

http://dx.doi.org/10.5902/1980509815741

Corythucha ciliata (Hemiptera: Tingidae) is an insect native to North America which has been introduced into Europe, through Italy, in 1964. Since then it has expanded across Europe being its date of arrival and distributional range in Portugal unknown. This important invasive pest feeds on the underside of the leaves of sycamore trees, one of the most widespread ornamental tree in urban areas of Portugal, causing their premature senescence and eventually death, in case of consecutive severe infestations. Habitat modeling is becoming an increasingly important tool for managing biological invasions, either prior or after the introduction of the invasive organism. In this study the software MaxEnt (maximum entropy) was used to model the distribution of Corythucha ciliata in its Portuguese invasive range, from a set of environmental variables and georeferenced occurrence data obtained from observation of Platanus spp. leaves sampled all over the country. According to the best model developed, the areas of greater suitability to invasion of Corythucha ciliata are located in the northern portion of the country whereas the more southern and mountainous areas are of low or virtually null suitability. Laboratory observations of Corythucha ciliata biology allied to records of pest absence across several localities of southern Portugal and predominant occurrence in the northern half of Spain support the model developed. However, model validation requires future prospection in the areas of predicted reduced suitability and where the pest was virtually absent at the moment of sampling. Suitability models can be a useful tool for decision making in management of green spaces.

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References

BRASIER, C. M. Ophiostoma novo-ulmi sp. nov., causative agent of the current Dutch elm disease pandemics. Mycopathologia, v. 115, n. 3, p. 151-161, 1991.

CAMPANELLA, T. J. Republic of shade: New England and the American elm. New Have: Yale University Press, 2003.

CHEN, P., WILEY, E. O., MCNYSET, K. M. Ecological niche modeling as a predictive tool: silver and bighead carps in North America. Biological Invasions, v. 9, n. 1, p. 43–51, 2007.

DAISI - European Invasive Alien Species Gateway. Disponível: <http://www.europe-aliens.org>. Acesso em: 24/11/2011.

DODDS, K. J.; ORWIG, D. A. An invasive urban forest pest invades natural environments — Asian longhorned beetle in northeastern US hardwood forests. Canadian Journal of Forest Research, v. 41, n. 9, p. 1729–1742, 2011.

DOMINIAK, B. et al. Survey for sycamore lace bug Corythucha ciliata (Say) (Hemiptera: Tingidae) in New South Wales during 2007. General and Applied Entomology, v. 37, p. 27-30, 2008.

ELITH, J. et al. Novel methods improve prediction of species’ distributions from occurrence data. Ecography, v. 29, n. 2, p. 129–151, 2006.

ELITH, J. et al. A statistical explanation of MaxEnt for ecologists. Diversity and Distribution, v. 17, n. 1, p. 43-57, 2011.

FICETOLA, G. F., THUILLER, W., MIAUD, C. Prediction and validation of the potential global distribution of a problematic alien invasive species – the American bullfrog. Diversity and Distribution, v. 13, n. 4, p. 476–485, 2007.

GOOGLE MAPS – Google Maps. Disponível: <http://maps.google.com/>. Acesso em: 19/09/2011.

GROSSO-SILVA, J. M.; AGUIAR, A. Corythucha ciliata (Say, 1832) (Hemiptera, Tingidae), the nearctic Sycamore lace bug, found in Portugal. Boletín Sociedad Entomológica Aragonesa, n. 40, p. 366-366, 2007.

GUISAN, A., THUILLER, W. Predicting species distribution: offering more than simple habitat models. Ecology Letters, v. 8, n. 9, p. 993–1009, 2005.

GUISAN, A. et al. Using niche-based models to improve the sampling of rare species. Conservation Biology, v. 20, n. 2, p. 501–511, 2006.

JU, R.-T. et al. Spread of and damage by an exotic lacebug, Corythucha ciliata (Say, 1832) (Hemiptera: Tingidae), in China. Entomological News, v. 120, p. 409-414, 2009.

JU, R. T, WANG, F.; LI, B. Effects of temperature on the development and population growth of the sycamore lace bug, Corythucha ciliata. Journal of Insect Science, v. 11:16 available online: insectscience.org/11.162011, 2011

MACELJSKI, M. Current status of Corythucha ciliata in Europe. Bulletin OEPP/EPPO, v. 16, p. 621-624, 1986.

MARINI, M. A. et al. Major current and future gap of Brazilian reserves to protect Neotropical savanna birds. Biology Conservation. v. 142, n. 12, p. 3039–3050, 2009.

MATASCI, M.; GESSLER, C. Ein pilz bedroht die existenz der platane. Acta Veterinaria Hungarica, v. 45, p. 69-75, 1997.

PETERSON, A. T. Predicting the geography of species’ invasions via ecological niche modeling. Quarterly Review of Biology, v. 78, n. 4, p. 419–433, 2003.

PETERSON, A. T.; VIEGLAIS, D. A. Predicting species invasions using ecological niche modeling: new approaches from bioinformatics attack a pressing problem. BioScience, v. 51, n. 5, p. 363–371, 2001.

PETERSON, A. T.; PAPES, M.; KLUZA, D. A. Predicting the potential invasive distributions of four alien plant species in North America. Weed Science, v. 51, n. 6, p. 863–868, 2003.

PHILLIPS, S. J.; DUDÍK, M. Modeling of species distributions with Maxent: new extensions and a comprehensive evaluation. Ecography, v. 31, n. 2, p. 161-175, 2008.

PHILLIPS, S. J.; DUDÍK, M.; SCHAPIRE; R. E. A Maximum Entropy Approach to Species Distribution Modeling. In: INTERNATIONAL CONFERENCE ON MACHINE LEARNING, 2004, Banff, Proceedings… Banff, 2004.

PHILLIPS, S. J.; ANDERSON, R. P.; SCHAPIRE, R. E. Maximum entropy modeling of species geographic distributions. Ecological Modelling, v. 190, n. 3-4, p. 231-259, 2006.

PIMENTEL, D. Biological Invasions: Economic and Environmental Costs of Alien Plant, Animal, and Microbe Species. 2nd ed. CRC Press, 2011.

PRADO, E. Presencia en Chile de Corythucha ciliata (Say) (Hemiptera: Heteroptera: Tingidae). Revista Chilena de Entomologia, v. 18, p. 53-55, 1990.

ROMANYK, N.; CADAHIA, D. Plagas de insectos en las masas forestales españolas. Madrid: Mundi-Prensa. 2003.

ROURA-PASCUAL, N. et al. Consensual predictions of potential distributional areas for invasive species: a case study of Argentine ants in the Iberian Peninsula. Biological Invasions, v. 11, p. 1017–1031, 2009.

SERVADEI, A. Tingide neartico comparso in Italia (Corythuca ciliata Say). Bollettino della Societa Entomologica Italiana, Genova, v. 96, p. 94-96, 1966.

SIMBERLOFF, D.; REJMÁNEK, M. Encyclopedia of biological invasions. Berkeley: University of California Press, 2011.

THOMAS, C. D. et al. Extinction risk from climate change. Nature, v. 427, p. 145–148, 2004.

THUILLER, W. et al. Climate change threats to plant diversity in Europe. Proceedings of the National Academy of Sciences of the United States of America, v. 102, p. 8245–8250, 2005a.

THUILLER, W. et al. Niche-based modeling as a tool for predicting the risk of alien plant invasions at a global scale. Global Change Biology, v. 11, n. 12, p. 2234–2250, 2005b.

TOKIHIRO, G.; TANAKA, K.; KONDO, K. Occurrence of the sycamore lace bug, Corythucha ciliata (Say) (Heteroptera: Tingidae) in Japan. Research Bulletin of the Plant Protection Service Japan, v. 39, p. 85-87, 2003.

VILLEMANT, C. et al. Predicting the invasion risk by the alien bee-hawking Yellow-legged hornet Vespa velutina nigrithorax across Europe and other continents with niche models. Biology Conservation, v. 144, n. 9, p. 2142–2150, 2011.

WILSON, K. A. et al. Sensitivity of conservation planning to different approaches to using predicted species distribution data. Biology Conservation, v. 122, n. 1, p. 99–112, 2005.

WORLDCLIM – Global Climate Data. Disponível: <http://www.worldclim.org/>. Acesso em: 20/09/2011.

Published

2014-09-30

How to Cite

Pinto, M. A. da S., Gonçalves, A. P. S., Santos, S. A. P., Almeida, M. R. L. de, & Azevedo, J. C. M. de. (2014). BIOLOGICAL INVASION OF <i>Corythucha ciliata</i> IN GREEN URBAN SPACES IN PORTUGAL: A NICHE MODELING APPROACH USING MAXIMUM ENTROPY. Ciência Florestal, 24(3), 597–607. https://doi.org/10.5902/1980509815741

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