Typological classification of bamboo: from the advent of microscopy to artificial intelligence
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| Format: | Artículo científico |
| Langue: | en |
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Universidade Federal de Goiás
2025
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| _version_ | 1876456112653336576 |
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| author | Fernando Rusch |
| author_facet | Fernando Rusch |
| contents | Typological classification of bamboo: from the advent of microscopy to artificial intelligence Fernando Rusch Éverton Hillig Edgley Alves de Oliveira Paula Rafael Rodolfo de Melo Alexandre Santos Pimenta Agrociencias Monocotyledons lignocellulose fibrovascular bundles Many 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. 2025 reseña 1517-6398 https://www.redalyc.org/articulo.oa?id=253081925013 https://www.redalyc.org/journal/2530/253081925013/ https://www.redalyc.org/journal/2530/253081925013/html/ https://www.redalyc.org/journal/2530/253081925013/253081925013.epub https://www.redalyc.org/journal/2530/253081925013/movil 10.1590/1983-40632025v5581998 en http://www.redalyc.org/revista.oa?id=2530 Pesquisa Agropecuária Tropical application/pdf Universidade Federal de Goiás Pesquisa Agropecuária Tropical (Brasil) Vol.55 |
| format | Artículo científico |
| id | redalyc_253081925013 |
| institution | Redalyc |
| language | en |
| publishDate | 2025 |
| publisher | Universidade Federal de Goiás |
| spellingShingle | Typological classification of bamboo: from the advent of microscopy to artificial intelligence Fernando Rusch Agrociencias Monocotyledons lignocellulose fibrovascular bundles Typological classification of bamboo: from the advent of microscopy to artificial intelligence Fernando Rusch Éverton Hillig Edgley Alves de Oliveira Paula Rafael Rodolfo de Melo Alexandre Santos Pimenta Agrociencias Monocotyledons lignocellulose fibrovascular bundles Many 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. 2025 reseña 1517-6398 https://www.redalyc.org/articulo.oa?id=253081925013 https://www.redalyc.org/journal/2530/253081925013/ https://www.redalyc.org/journal/2530/253081925013/html/ https://www.redalyc.org/journal/2530/253081925013/253081925013.epub https://www.redalyc.org/journal/2530/253081925013/movil 10.1590/1983-40632025v5581998 en http://www.redalyc.org/revista.oa?id=2530 Pesquisa Agropecuária Tropical application/pdf Universidade Federal de Goiás Pesquisa Agropecuária Tropical (Brasil) Vol.55 |
| title | Typological classification of bamboo: from the advent of microscopy to artificial intelligence |
| topic | Agrociencias Monocotyledons lignocellulose fibrovascular bundles |
| url | https://www.redalyc.org/articulo.oa?id=253081925013 https://www.redalyc.org/journal/2530/253081925013/ https://www.redalyc.org/journal/2530/253081925013/html/ https://www.redalyc.org/journal/2530/253081925013/253081925013.epub https://www.redalyc.org/journal/2530/253081925013/movil |