Spacial distribution and suitability for Panonychus ulmi (Tetranychidae) in Brazil
Resumo
Predictive studies project the geographic distribution of species and can be used to infer climatic niches. However, only a few studies have been conducted on mites. This approach helps map areas with potential for the occurrence of endemic, threatened, or potentially invasive species. Panonychus ulmi (Tetranychidae) is of global economic importance, commonly associated with apple orchards and grapevines. Potential distribution modeling is used to predict areas with environmental suitability for the distribution of a species and/or group. Considering that predictive models on national or regional scales present better data reliability, the present study aimed to analyze the distribution of P. ulmi in Brazil through bioclimatic inferences. The presence of species, bioclimatic variables, and MaxEnt algorithm were used to define a predictive model. The median performance rate of the model was 0.992, indicating its robustness. The variable that made the greatest contribution to the model was the average temperature of the coldest quarter (Bio11). The predictive model of the ecological niche indicated that the southern region of Brazil is environmentally favorable for the adaptation of this mite. The data obtained helped us understand the geographical distribution of P. ulmi in Brazil, and climatically suitable areas for its occurrence were inferred. We believe that this tool can offer indirect assistance to the agricultural sector, especially the producers of apples and grapes in Brazil regarding the presence of P. ulmi.
Downloads
Referências
Alvares, C. A., Stape, J. L., Sentelhas, P. C., Gonçalves, J. L. M., & Sparovek, G. (2013). Köppen’s climate classification map for Brazil. Meteorologische Zeitschrift, 22(6), 711-728. DOI: https://doi.org/10.1127/0941-2948/2013/0507
Amaro, G., & Morais, E. G. F. (2013). Potential geographical distribution of the red palm mite in South America. Experimental and Applied Acarology, 60(30), 343-355. DOI: https://doi.org/10.1007/s10493-012-9651-9
Anderson, R. P., Lew, D., & Peterson, A. T. (2003). Evaluating predictive models of species’ distributions: criteria forselecting optimal models. Ecological Modelling, 162(3), 211-232. DOI: https://doi.org/10.1016/S0304-3800(02)00349-6
Andrei, E. (2005). Compêndio de defensivos agrícolas (7. ed.). São Paulo, SP: Editora Andrei.
Barve, N., Barve, V., Jiménez‐Valverde, A., Lira‐Noriega, A., Maher, S. P., Peterson, A. T., ... Villalobos, F. (2011). The crucial role of the accessible area in ecological niche modeling and species distribution modeling. Ecological Modelling, 222(11), 1810-1819. DOI: https://doi.org/10.1016/j.ecolmodel.2011.02.011
Bleicher, E. (1974). Ocorrência do ácaro Panonychus ulmi (Koch, 1836) Tuttle & Baker (1966) no estado de Santa Catarina. O Solo, 66(1), 64.
Conti, J. B. (2011). Clima e meio ambiente. São Paulo, SP: Atual Editora.
Corrêa, L. L. C., Silva, D. E., Nascimento, J. M., Oliveira, S. V., & Ferla, N. J. (2021). Predictive distribution of Aculus schlechtendali (Acari: Eriophyidae) in southern Brazil. International Journal of Acarology, 47(1), 1-4. DOI: https://doi.org/10.1080/01647954.2020.1870548
Cuthbertson, A. G., & Murchie, A. K. (2010). A brief life history of Panonychus ulmi (red spider mite) in apple orchards. Applied Plant Science Division, DARD, Newforge Lane, Belfast BT9 5PX, UK. Retrieved on Jan. 15, 2021 from https://eservices.ruralni.gov.uk/pdfs/crops/Red%20spider%20mite.pdf
Duso, C., Pozzebon, A., Kreiter, S., Tixier, M. S., & Candolfi, M. (2012). Management of phytophagous mites in European vineyards. In Arthropod management in vineyards (p. 191-217). Dordrecht, NT: Springer. DOI: https://doi.org/10.1007/978-94-007-4032-7_9
Elith, J., Graham, C. H., Anderson, R. P., Dudik, M., Ferrier, S., Guisan, A., ... Zimmermann, N. E. (2006). Novel methods improve prediction of species’ distributions from occurrence data. Ecography, 29(2), 129-151. DOI: https://doi.org/10.1111/j.2006.0906-7590.04596.x
Ferla, N. J., & Botton, M. (2008). Ocorrência do ácaro vermelho europeu associado à cultura da videira no Rio Grande do Sul, Brasil. Ciência Rural, 38(6),1758-1761. DOI: https://doi.org/10.1590/S0103-84782008000600042
Ferla, N. J., Johann, L., Klock, C., Majolo, F., & Botton, M. (2011). Phytoseiid mites (Acari: Phytoseiidae) from vineyards in Rio Grande do Sul State, Brazil. Zootaxa, 2976(1), 15-31. DOI: https://doi.org/10.11646/zootaxa.2976.1.2
Ferla, N. J., & Moraes, G. D. (2002). Ácaros (Arachnida, Acari) da seringueira (Hevea brasiliensis Muell. Arg.) no Estado do Mato Grosso, Brasil. Revista Brasileira de Zoologia, 19(3), 867-888. DOI: https://doi.org/10.1590/S0101-81752002000300025
Fick, S. E., & Hijmans, R. J. (2017). WorldClim 2: new 1‐km spatial resolution climate surfaces for global land areas. International Journal of Climatology, 37(12), 4302-4315. DOI: https://doi.org/10.1002/joc.5086
Flechtmann, C. H. W. (1967). Phytoseiidae do Estado de São Paulo (Acarina: Mesostigmata). Anais da Escola Superior de Agricultura Luiz de Queiroz, 24, 247-248. DOI: https://doi.org/10.1590/S0071-12761967000100023
Gräff, C. A, Johann, L., Souza, C. F. V., & Ferla, N. J. (2017). Patogenicidade de Isaria fumosorosea sobre o ácaro vermelho europeu em laboratório. Biotemas, 30(1), 73-78. DOI: https://doi.org/10.5007/2175-7925.2017v30n1p73
Instituto Brasileiro do Vinho [IBRAVIN]. (2019). Panorama da vitivinicultura brasileira – 46ª Reunião ordinária da câmara setorial da cadeia produtiva da viticultura, vinhos e derivados. Brasília, DF: IBRAVIN Retrieved on Jan. 1, 2021 from http://www.agricultura.gov.br/assuntos/camaras-setoriais-tematicas/documentos/camaras-setoriais/viticultura-vinhos-e-derivados/2018/47aro/2-5-comercializacao.pdf
Johann, L., & Ferla, N. J. (2012). Mite (Acari) population dynamics in grapevines (Vitis vinifera) in two regions of Rio Grande do Sul, Brazil. International Journal of Acarology, 38(5), 386-393. DOI: https://doi.org/10.1080/01647954.2012.657240
Johann, L., Horn, T. B., Carvalho, G. S., & Ferla, N. J. (2014). Diversity of mites (Acari) in vineyard agroecosystems (Vitis vinifera) in two viticultural regions of Rio Grande do Sul State, Brazil. Acarologia, 54(2), 137-154. DOI: https://doi.org/10.1051/acarologia/20142122
Kist, B. B. (2015). Anuário Brasileiro da maçã 2015. Santa Cruz do Sul, RS: Editora Gazeta.
Kist, B. B, Vencato, A. Z., Santos, C., Carvalho, C., Reetz, E. R., Poll, H., & Beling, R. R. (2019). Anuário Brasileiro da maçã 2019. Santa Cruz Sul, RS: Editora Gazeta.
Kovaleski, A., & Vendramim, J. D. (1993). Biologia de Panonychus ulmi (Kock, 1836) (Acari: Tetranychidae) em macieira. Revista de Agricultura, 68(1), 27-41.
Lindquist, E. E. (1996). External anatomy and notation of structures. In Eriophyoid mites-their biology, natural enemies and control (v. 6, p. 1-30). Amsterdam, NT: Elsevier.
Litskas, V. D., Migeon, A., Navajas, M., Tixier, M. S., & Stavrinides, M. C. (2019). Impacts of climate change on tomato, a notorious pest and its natural enemy: small scale agriculture at higher risk. Environmental Research Letters, 14(8), 1-10. DOI: https://doi.org/10.1088/1748-9326/ab3313
Lu, H., Ma, Q., Chen, Q., Lu, F., & Xu, X. (2012). Potential geographic distribution of the cassava green mite Mononychellus tanajoa in Hainan, China. African Journal of Agricultural Research, 7(7), 1206-1213. DOI: https://doi.org 10.5897/AJAR11.1784
Mello, L. M. R. (2008). Vitivinicultura Brasileira: Panorama 2007. Jornal da Fruta, 16(196), 21-22.
Mello, L. M. R. (2019). Vitivinicultura Brasileira: Panorama 2018. Bento Gonçalves, RS: Embrapa Uva e Vinho. (Comunicado Técnico, 210).
Mello, L. M. R., & Mattuela, J. L. (1999). Abordagem prospectiva: da cadeia produtiva da uva e do vinho do Rio Grande do Sul. Revista de Política Agrícola, 8(2),1-11.
Mendonça, R. S. D. (2009). Estudos taxonômicos de ácaros Tetranychidae no Brasil e filogenia e estrutura genética do ácaro rajado, Tetranychus urticae Koch, inferidas a partir de sequências do DNA ribossômico e mitocondrial. Retrieved on Jan. 10, 2021 from https://repositorio.unb.br/handle/10482/4580.
Meynard, C. N., Migeon, A., & Navajas, M. (2013). Uncertainties in predicting species distributions under climate change: A case study using Tetranychus evansi (Acari: Tetranychidae), a widespread agricultural pest. PLoS ONE, 8(6), 1-10. DOI: https://doi.org/10.1371/journal.pone.0066445
McMurtry, J. A., De Moraes, G. J., & Sourassou, N. F. (2013). Revision of the lifestyles of phytoseiid mites (Acari: Phytoseiidae) and implications for biological control strategies. Systematic and Applied Acarology, 18(4), 297-320. DOI: https://doi.org/10.11158/saa.18.4.1
Migeon, A., Ferragut, F., Escudero-Colomar, L. A., Fiaboe, K., Knapp, M., Moraes, G. J., & Navajas, M. (2009). Modelling the potential distribution of the invasive tomato red spider mite, Tetranychus evansi (Acari: Tetranychidae). Experimental and Applied Acarology, 48, 199-212. DOI: https://doi.org/10.1007/s10493-008-9229-8
Migeon, A., & Dorkeld, F. (2020). Spider mites web: a comprehensive database for the Tetranychidae. Retrieved on Dec. 18, 2020 from http://www.montpellier.inra.fr/CBGP/spmweb
Monteiro, L. B. (2002). Manejo integrado de pragas em macieira no Rio Grande do Sul II. Uso de Neoseiulus californicus para o controle de Panonychus ulmi. Revista Brasileira de Fruticultura, 24(2), 395-405. DOI: https://doi.org/10.1590/S0100-29452002000200024
Monteiro, L. B., Souza, A., & Pastori, P. L. (2006). Comparação econômica entre controle biológico e químico para o manejo de ácaro-vermelho em macieira. Revista Brasileira de Fruticultura, 28(3), 514-517. DOI: https://doi.org/10.1590/S0100-29452006000300038
Moraes, G. D., & Flechtmann, C. H. W. (2008). Manual de acarologia. Acarologia básica e ácaros de plantas cultivadas no Brasil. Ribeirão Preto, SP: Holos Editora.
Mota, F. S. D., & Agendes, M. D. O. (1986). Clima e agricultura no Brasil. Porto Alegre, RS: Sagra.
Navia, D., Hamada, E., Gondim Jr, M. G. C., & Benito, N. P. (2016). Spatial forecasting of red palm mite in Brazil under current and future climate change scenarios. Pesquisa Agropecuária Brasileira, 51(5), 586-598. DOI: https://doi.org/10.1590/S0100-204X2016000500020
Nery, J. T. (2005). Dinâmica climática da região sul do Brasil. Revista Brasileira de Climatologia, 1(1), 61-75. DOI: https://doi.org/10.5380/abclima.v1i1.25233
Parsa, S., Hazzi, N. A., Chen, Q., Lu, F., Campo, B. V. H., Yaninek, J. S., & Vásquez-Ordóñez, A. A. (2015). Potential geographic distribution of two invasive cassava green mites. Experimental and Applied Acarology, 65(2), 195-204. DOI: https://doi.org/10.1007/s10493-014-9868-x
Phillips, S. J, Anderson, R. P, & Schapire, R. E. (2006). Maximum entropy modeling of species geographic distributions. Ecological modelling, 190(3-4), 231-259. DOI: https://doi.org/10.1016/j.ecolmodel.2005.03.026
Phillips, S. J., & Dudík, M. (2008). Modeling of species distributions with Maxent: new extensions and a comprehensive evaluation. Ecography, 31(2), 161-175. DOI: https://doi.org/10.1111/j.0906-7590.2008.5203.x
Phillips, S. J. (2008). Transferability, sample selection bias and background data in presence-only modelling: a response to Peterson et al. (2007). Ecography, 31(2), 272-278. DOI: https://doi.org/10.1111/j.0906-7590.2008.5378.x
Rabbinge, R. (1976). Biological control of fruit-tree red spider mite. Wageningen, NT: Pudoc.
Ragusa, S., & Tsolakis, H. (2000). Notes on the adaptation of some phytophagous and predacious mites to various ecological parameters in the Mediterranean countries. Web Ecology, 1(1), 35-47. DOI: https://doi.org/10.5194/we-1-35-2000
Soberón, J., & Peterson, A. T. (2005). Interpretation of models of fundamental ecological niches and species’ distributional areas. Biodiversity Informatics, 2, 1-10. DOI: https://doi.org/10.17161/bi.v2i0.4
Soberón, J. (2007). Grinnellian and Eltonian niches and geographic distributions of species. Ecology Letters, 10(12), 1115-1123. DOI: https://doi.org/10.1111/j.1461-0248.2007.01107.x
Soberón, J. (2010). Niche and area of distribution modeling: A population ecology perspective. Ecography, 33(1), 159-167. DOI: https://doi.org/10.1111/j.1600-0587.2009.06074.x
Townsend, C. R., Begon, M., & Harper, J. L. (2010). Fundamentos em ecologia. Porto Alegre, RS: Artmed Editora.
DECLARAÇÃO DE ORIGINALIDADE E DIREITOS AUTORAIS
Declaro que o presente artigo é original, não tendo sido submetido à publicação em qualquer outro periódico nacional ou internacional, quer seja em parte ou em sua totalidade.
Os direitos autorais pertencem exclusivamente aos autores. Os direitos de licenciamento utilizados pelo periódico é a licença Creative Commons Attribution 4.0 (CC BY 4.0): são permitidos o compartilhamento (cópia e distribuição do material em qualqer meio ou formato) e adaptação (remix, transformação e criação de material a partir do conteúdo assim licenciado para quaisquer fins, inclusive comerciais.
Recomenda-se a leitura desse link para maiores informações sobre o tema: fornecimento de créditos e referências de forma correta, entre outros detalhes cruciais para uso adequado do material licenciado.