Expert system for identification of economically important insect pests in commercial teak plantations

Detalhes bibliográficos
Autor(a) principal: Zanuncio, José Cola
Data de Publicação: 2016
Outros Autores: Nascimento, Diego A., Anunciação Jr., Ronivaldo M., Arnhold, Alexandre, Ferraz Filho, Antonio C., Santos, Alexandre dos
Tipo de documento: Artigo
Idioma: eng
Título da fonte: LOCUS Repositório Institucional da UFV
Texto Completo: https://doi.org/10.1016/j.compag.2015.12.024
http://www.locus.ufv.br/handle/123456789/21992
Resumo: Homogeneous teak plantations in Brazil occupy large areas with genetically close plants, which may favor insect pests. The insect pests can reduce the quantity and quality of wood produced. The identification of insects at early stages is important to prevent its spread. The objective of this study was to develop an expert system to identify, with mobile smartphones as inference engine, economically important insects attacking commercial teak plantations. The expert system developed (ENTOTECA) proved to be an appropriate technology to identify 23 insects of economic importance at the species level, through a practical and easy interface, usable by any common man. The use of ENTOTECA is aligned with the forest certification that requires the identification of insects before the control decision-making process.
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spelling Zanuncio, José ColaNascimento, Diego A.Anunciação Jr., Ronivaldo M.Arnhold, AlexandreFerraz Filho, Antonio C.Santos, Alexandre dos2018-09-25T14:08:59Z2018-09-25T14:08:59Z2016-0201681699https://doi.org/10.1016/j.compag.2015.12.024http://www.locus.ufv.br/handle/123456789/21992Homogeneous teak plantations in Brazil occupy large areas with genetically close plants, which may favor insect pests. The insect pests can reduce the quantity and quality of wood produced. The identification of insects at early stages is important to prevent its spread. The objective of this study was to develop an expert system to identify, with mobile smartphones as inference engine, economically important insects attacking commercial teak plantations. The expert system developed (ENTOTECA) proved to be an appropriate technology to identify 23 insects of economic importance at the species level, through a practical and easy interface, usable by any common man. The use of ENTOTECA is aligned with the forest certification that requires the identification of insects before the control decision-making process.engComputers and Electronics in Agriculturev. 121, p. 68- 373, fev. 2016Elsevier B.V.info:eu-repo/semantics/openAccessArtificial intelligenceForest management toolsForestryInsect pestsTectona grandisExpert system for identification of economically important insect pests in commercial teak plantationsinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfreponame:LOCUS Repositório Institucional da UFVinstname:Universidade Federal de Viçosa (UFV)instacron:UFVORIGINALartigo.pdfartigo.pdftexto completoapplication/pdf1445144https://locus.ufv.br//bitstream/123456789/21992/1/artigo.pdfda98ea0c9f03f0fb7dceecae7e4c886dMD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://locus.ufv.br//bitstream/123456789/21992/2/license.txt8a4605be74aa9ea9d79846c1fba20a33MD52THUMBNAILartigo.pdf.jpgartigo.pdf.jpgIM Thumbnailimage/jpeg5347https://locus.ufv.br//bitstream/123456789/21992/3/artigo.pdf.jpg3a36071d6233ba4fc73cc52f45cb20b1MD53123456789/219922018-09-25 23:00:46.703oai:locus.ufv.br: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Repositório InstitucionalPUBhttps://www.locus.ufv.br/oai/requestfabiojreis@ufv.bropendoar:21452018-09-26T02:00:46LOCUS Repositório Institucional da UFV - Universidade Federal de Viçosa (UFV)false
dc.title.en.fl_str_mv Expert system for identification of economically important insect pests in commercial teak plantations
title Expert system for identification of economically important insect pests in commercial teak plantations
spellingShingle Expert system for identification of economically important insect pests in commercial teak plantations
Zanuncio, José Cola
Artificial intelligence
Forest management tools
Forestry
Insect pests
Tectona grandis
title_short Expert system for identification of economically important insect pests in commercial teak plantations
title_full Expert system for identification of economically important insect pests in commercial teak plantations
title_fullStr Expert system for identification of economically important insect pests in commercial teak plantations
title_full_unstemmed Expert system for identification of economically important insect pests in commercial teak plantations
title_sort Expert system for identification of economically important insect pests in commercial teak plantations
author Zanuncio, José Cola
author_facet Zanuncio, José Cola
Nascimento, Diego A.
Anunciação Jr., Ronivaldo M.
Arnhold, Alexandre
Ferraz Filho, Antonio C.
Santos, Alexandre dos
author_role author
author2 Nascimento, Diego A.
Anunciação Jr., Ronivaldo M.
Arnhold, Alexandre
Ferraz Filho, Antonio C.
Santos, Alexandre dos
author2_role author
author
author
author
author
dc.contributor.author.fl_str_mv Zanuncio, José Cola
Nascimento, Diego A.
Anunciação Jr., Ronivaldo M.
Arnhold, Alexandre
Ferraz Filho, Antonio C.
Santos, Alexandre dos
dc.subject.pt-BR.fl_str_mv Artificial intelligence
Forest management tools
Forestry
Insect pests
Tectona grandis
topic Artificial intelligence
Forest management tools
Forestry
Insect pests
Tectona grandis
description Homogeneous teak plantations in Brazil occupy large areas with genetically close plants, which may favor insect pests. The insect pests can reduce the quantity and quality of wood produced. The identification of insects at early stages is important to prevent its spread. The objective of this study was to develop an expert system to identify, with mobile smartphones as inference engine, economically important insects attacking commercial teak plantations. The expert system developed (ENTOTECA) proved to be an appropriate technology to identify 23 insects of economic importance at the species level, through a practical and easy interface, usable by any common man. The use of ENTOTECA is aligned with the forest certification that requires the identification of insects before the control decision-making process.
publishDate 2016
dc.date.issued.fl_str_mv 2016-02
dc.date.accessioned.fl_str_mv 2018-09-25T14:08:59Z
dc.date.available.fl_str_mv 2018-09-25T14:08:59Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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dc.identifier.uri.fl_str_mv https://doi.org/10.1016/j.compag.2015.12.024
http://www.locus.ufv.br/handle/123456789/21992
dc.identifier.issn.none.fl_str_mv 01681699
identifier_str_mv 01681699
url https://doi.org/10.1016/j.compag.2015.12.024
http://www.locus.ufv.br/handle/123456789/21992
dc.language.iso.fl_str_mv eng
language eng
dc.relation.ispartofseries.pt-BR.fl_str_mv v. 121, p. 68- 373, fev. 2016
dc.rights.driver.fl_str_mv Elsevier B.V.
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Elsevier B.V.
eu_rights_str_mv openAccess
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dc.publisher.none.fl_str_mv Computers and Electronics in Agriculture
publisher.none.fl_str_mv Computers and Electronics in Agriculture
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