Effect of washing on identification of Bacillus spores by principal-component analysis of fluorescence data
| Autor: | Sivananthan Sarasanandarajah, Lou Reinisch, Easaw Chacko, Joseph Kunnil |
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| Rok vydání: | 2006 |
| Předmět: |
Materials Science (miscellaneous)
Bacillus Bacillus globigii Models Biological Industrial and Manufacturing Engineering Fluorescence spectroscopy Pattern Recognition Automated Optics Artificial Intelligence Cluster Analysis Computer Simulation Bacillus spores Business and International Management Spores Bacterial Principal Component Analysis Models Statistical Chromatography biology business.industry Chemistry fungi Sterilization biology.organism_classification Fluorescence Fluorescence spectra Spore Spectrometry Fluorescence Cereus Principal component analysis business Algorithms Hand Disinfection |
| Zdroj: | Applied Optics. 45:3659 |
| ISSN: | 1539-4522 0003-6935 |
| DOI: | 10.1364/ao.45.003659 |
| Popis: | The fluorescence spectra of Bacillus spores are measured at excitation wavelengths of 280, 310, 340, 370, and 400 nm. When cluster analysis is used with the principal-component analysis, the Bacillus globigii spores can be distinguished from the other species of Bacillus spores (B. cereus, B. popilliae, and B. thuringiensis). To test how robust the identification process is with the fluorescence spectra, the B. globigii is obtained from three separate preparations in different laboratories. Furthermore the fluorescence is measured before and after washing and redrying the B. globigii spores. Using the cluster analysis of the first two or three principal components of the fluorescence spectra, one is able to distinguish B. globigii spores from the other species, independent of preparing or washing the spores. |
| Databáze: | OpenAIRE |
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