Evolutionary process modeling with Bayesian inference of Spodoptera frugiperda ballooning and walking dispersal in Bt and non-Bt cotton plant mixtures

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dc.contributor.authorMalaquias, José Bruno [UNESP]
dc.contributor.authorGodoy, Wesley Augusto Conde
dc.contributor.authorCaprio, Michael A.
dc.contributor.authorPachú, Jéssica Karina da Silva
dc.contributor.authorde Sousa Ramalho, Francisco
dc.contributor.authorOmoto, Celso
dc.contributor.authorFerreira, Claudia Pio [UNESP]
dc.contributor.institutionUniversidade Estadual Paulista (Unesp)
dc.contributor.institutionLuiz de Queiroz College of Agriculture (ESALQ)
dc.contributor.institutionMississippi State University
dc.contributor.institutionEmpresa Brasileira de Pesquisa Agropecuária (EMBRAPA)
dc.date.accessioned2021-06-25T10:57:37Z
dc.date.available2021-06-25T10:57:37Z
dc.date.issued2021-01-01
dc.description.abstractTransgenic crops expressing Bacillus thuringiensis Berliner (Bt) have been cultivated throughout the world as a great technological tool for developing integrated pest management. We hypothesized that artificial landscapes containing Bt and non-Bt cotton plants (Gossypium hirsutum L., Malvaceae) at small scales could influence dispersal by ballooning of Spodoptera frugiperda (JE Smith) (Lepidoptera: Noctuidae). We also simulated how ballooning dispersal combined with walking movement could impact resistance evolution in various scenarios of plant mixtures involving non-Bt and Bt cotton plants with high-dose and low-dose events. The ballooning frequency of Cry1F-resistant larvae in a treatment with non-Bt cotton as a natal plant and Bt cotton in adjacent sites was two-fold lower compared to when Bt cotton was the natal plant and non-Bt cotton was in the adjacent sites. Our model results suggested that the higher rate of walking movement associated with ballooning promoted faster resistance evolution in low-dose events, and contamination of Bt cotton fields with non-Bt cotton plants in a high-dose event showed the longest time to resistance. Therefore, a high rate of walking movement associated with ballooning negatively impacted the time for resistance to evolve in low-dose events.en
dc.description.affiliationDepartment of Biostatistics Institute of Biosciences – IBB São Paulo State University (UNESP)
dc.description.affiliationDepartment of Entomology and Acarology Luiz de Queiroz College of Agriculture (ESALQ)
dc.description.affiliationDepartment of Biochemistry Molecular Biology Entomology and Plant Pathology Mississippi State University
dc.description.affiliationBiological Control Unit Embrapa Cotton
dc.description.affiliationUnespDepartment of Biostatistics Institute of Biosciences – IBB São Paulo State University (UNESP)
dc.identifierhttp://dx.doi.org/10.1111/eea.13045
dc.identifier.citationEntomologia Experimentalis et Applicata.
dc.identifier.doi10.1111/eea.13045
dc.identifier.issn1570-7458
dc.identifier.issn0013-8703
dc.identifier.lattes2052749698204617
dc.identifier.orcid0000-0002-9404-6098
dc.identifier.scopus2-s2.0-85103936947
dc.identifier.urihttp://hdl.handle.net/11449/207584
dc.language.isoeng
dc.relation.ispartofEntomologia Experimentalis et Applicata
dc.sourceScopus
dc.subjectactive dispersal
dc.subjectBt fields
dc.subjectcontamination
dc.subjectfall armyworm
dc.subjectintegrated pest management, transgenic crops, Bacillus thuringiensis
dc.subjectLepidoptera
dc.subjectNoctuidae
dc.subjectpassive dispersal
dc.subjectrefuge areas
dc.subjectresistance
dc.titleEvolutionary process modeling with Bayesian inference of Spodoptera frugiperda ballooning and walking dispersal in Bt and non-Bt cotton plant mixturesen
dc.typeArtigo
unesp.author.lattes2052749698204617[7]
unesp.author.orcid0000-0003-3937-9575[1]
unesp.author.orcid0000-0002-9404-6098[7]

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