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https://hdl.handle.net/1822/56421
Título: | Feasability of yeast and bacteria identification using UV-VIS-SWNIR difusive reflectance spectroscopy |
Autor(es): | Silva, João S. Martins, R. Vicente, A. A. Teixeira, J. A. |
Palavras-chave: | Yeast bacteria UV-VIS-SWNIR reflectance spectroscopy Singular value decomposition Classification |
Data: | 2008 |
Editora: | Institute for Systems and Technologies of Information, Control and Communication (INSTICC) |
Citação: | Silva, João S.; Martins, R.; Vicente, António A.; Teixeira, José A., Feasability of yeast and bacteria identification using UV-VIS-SWNIR difusive reflectance spectroscopy. BIOSIGNALS 2008 - Proceedings of the First International Conference on Biomedical Electronics and Devices. Vol. 1, Funchal, Madeira, Portugal, Jan 28-31, 25-32, 2008. ISBN: 978-989-8111-18-0 |
Resumo(s): | UV-VIS spectroscopy is a powerfull qualitative and quantitative technique used in analytical chemistry, which gives information about electronic transitions of electrons in molecular orbitals. As in UV-VIS spectra there is no direct information on characteristic organic groups, vibrational spectroscopy (e.g. infrared) has been preferred for biological applications. In this research, we try to use state-of-the-art fiber optics probes to obtain UV-VIS-SWNIR diffusive reflectance measurements of yeasts and bacteria colonies on plate count agar in the region of 200-1200nm; in order to discriminate the following microorganisms: i) yeasts: Saccharomyces cerevisiae, Saccharomyces bayanus, Candida albicans, Yarrowia lipolytica; and ii) bacteria: Micrococcus luteus, Pseudomonas fluorescens, Escherichia coli, Bacillus cereus. Spectroscopy results show that UV-VIS-SWNIR has great potential for identifying microorganisms on plate count agar. Scattering artifacts of both colonies and plate count agar can be significantly removed using a robust mean scattering algorithm, allowing also better discriminations between the scores obtained by singular value decomposition. Hierarchical clustering analysis of UV-VIS and VIS-SWNIR decomposed spectral scores lead to the conclusion that the use of VIS-SWNIR light source produces higher discrimination ratios for all the studied microorganisms, presenting great potential for developing biotechnology applications. |
Tipo: | Artigo em ata de conferência |
URI: | https://hdl.handle.net/1822/56421 |
ISBN: | 978-989-8111-18-0 |
DOI: | 10.5220/0001062800250032 |
Arbitragem científica: | yes |
Acesso: | Acesso aberto |
Aparece nas coleções: | CEB - Artigos em Livros de Atas / Papers in Proceedings |
Ficheiros deste registo:
Ficheiro | Descrição | Tamanho | Formato | |
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document_3266_1.pdf | 5,19 MB | Adobe PDF | Ver/Abrir |