Typological classification of bamboo: from the advent of microscopy to artificial intelligence

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dc.creatorFernando Rusch
dc.creatorÉverton Hillig
dc.creatorEdgley Alves de Oliveira Paula
dc.creatorRafael Rodolfo de Melo
dc.creatorAlexandre Santos Pimenta
dc.date2025
dc.date.accessioned2026-07-07T04:31:56Z
dc.descriptionMany bamboo species are used as lignocellulosic raw materials for different purposes; therefore, their correct classification is necessary. A bibliographic survey on the stem anatomy of various bamboo species was carried out to better characterize their anatomical structural differences, with special attention to the description of the evolutionary process of the vascular bundles typological classification. Analyzes carried out since the emergence of electron microscopy to the innovative use of artificial intelligence were considered, as well as collected information on the morphological characterization and anatomy of species, with emphasis on the classification patterns of fibers, parenchyma cells, sclerenchyma sheath and conducting/vascular channels (xylem and phloem), which can be used by artificial intelligence tools to speed up and qualify the correct identification of genera and species. Anatomical differences make it possible to classify the material, with the most relevant aspects being the shape of the vascular bundle, as well as the fibers distribution and content.
dc.formatapplication/pdf
dc.identifier1517-6398
dc.identifierhttps://www.redalyc.org/articulo.oa?id=253081925013
dc.identifierhttps://www.redalyc.org/journal/2530/253081925013/
dc.identifierhttps://www.redalyc.org/journal/2530/253081925013/html/
dc.identifierhttps://www.redalyc.org/journal/2530/253081925013/253081925013.epub
dc.identifierhttps://www.redalyc.org/journal/2530/253081925013/movil
dc.identifier10.1590/1983-40632025v5581998
dc.identifier.urihttp://hdl.handle.net/123456789/464266
dc.languageen
dc.publisherUniversidade Federal de Goiás
dc.relationhttp://www.redalyc.org/revista.oa?id=2530
dc.rightsPesquisa Agropecuária Tropical
dc.sourcePesquisa Agropecuária Tropical (Brasil) Vol.55
dc.subjectAgrociencias
dc.titleTypological classification of bamboo: from the advent of microscopy to artificial intelligence
dc.typereseña

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Pesquisa Agropecuária Tropical - Universidade Federal de Goiás