The potential utility of laser-induced breakdown spectroscopy (LIBS) as a means to detect biological contaminants on painted surfaces is investigated. Issues involving the use of LIBS for detection of biologicals are discussed. The apparatus assembled for this work is described, as is the manner in which samples of bare copper and painted substrates onto which thin layers of bacterial spores, pollen, molds, and contaminants were prepared. A chemometric analysis methodology consisting of spectral preprocessing, principal components analysis, linear discriminant analysis, and hierarchical cluster analysis yields an automated classification tool that was able to identify bacterial spores with a false positive rate of 1% and a false negative rate of 3%.
机构:
Electronics and Photonics Research Institute, National Institute of Advanced Science and Technology (AIST)Electronics and Photonics Research Institute, National Institute of Advanced Science and Technology (AIST)
Tadatake SATO
Kenichi TASHIRO
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Electronics and Photonics Research Institute, National Institute of Advanced Science and Technology (AIST)Electronics and Photonics Research Institute, National Institute of Advanced Science and Technology (AIST)
Kenichi TASHIRO
Yoshizo KAWAGUCHI
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机构:
Electronics and Photonics Research Institute, National Institute of Advanced Science and Technology (AIST)Electronics and Photonics Research Institute, National Institute of Advanced Science and Technology (AIST)
Yoshizo KAWAGUCHI
Hideki OHMURA
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机构:
Electronics and Photonics Research Institute, National Institute of Advanced Science and Technology (AIST)Electronics and Photonics Research Institute, National Institute of Advanced Science and Technology (AIST)
Hideki OHMURA
Haruhisa AKIYAMA
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机构:
Research Institute for Sustainable Chemistry, National Institute of Advanced Science and Technology (AIST)Electronics and Photonics Research Institute, National Institute of Advanced Science and Technology (AIST)
机构:
Electronics and Photonics Research Institute, National Institute of Advanced Science and Technology (AIST)Electronics and Photonics Research Institute, National Institute of Advanced Science and Technology (AIST)
Tadatake SATO
Kenichi TASHIRO
论文数: 0引用数: 0
h-index: 0
机构:
Electronics and Photonics Research Institute, National Institute of Advanced Science and Technology (AIST)Electronics and Photonics Research Institute, National Institute of Advanced Science and Technology (AIST)
Kenichi TASHIRO
Yoshizo KAWAGUCHI
论文数: 0引用数: 0
h-index: 0
机构:
Electronics and Photonics Research Institute, National Institute of Advanced Science and Technology (AIST)Electronics and Photonics Research Institute, National Institute of Advanced Science and Technology (AIST)
Yoshizo KAWAGUCHI
Hideki OHMURA
论文数: 0引用数: 0
h-index: 0
机构:
Electronics and Photonics Research Institute, National Institute of Advanced Science and Technology (AIST)Electronics and Photonics Research Institute, National Institute of Advanced Science and Technology (AIST)
Hideki OHMURA
Haruhisa AKIYAMA
论文数: 0引用数: 0
h-index: 0
机构:
Research Institute for Sustainable Chemistry, National Institute of Advanced Science and TechnologyElectronics and Photonics Research Institute, National Institute of Advanced Science and Technology (AIST)
机构:
Univ Calif Irvine, Dept Mech & Aerosp Engn, RERL, Irvine, CA 92697 USAUniv Calif Irvine, Dept Mech & Aerosp Engn, RERL, Irvine, CA 92697 USA
Wang, Yun
Yuan, Hao
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机构:
Univ Calif Irvine, Dept Mech & Aerosp Engn, RERL, Irvine, CA 92697 USAUniv Calif Irvine, Dept Mech & Aerosp Engn, RERL, Irvine, CA 92697 USA
Yuan, Hao
Fu, Yangting
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机构:
Tsinghua Univ, State Key Lab Power Syst, Dept Thermal Engn, Tsinghua BP Clean Energy Ctr, Beijing 100084, Peoples R ChinaUniv Calif Irvine, Dept Mech & Aerosp Engn, RERL, Irvine, CA 92697 USA
Fu, Yangting
Wang, Zhe
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机构:
Tsinghua Univ, State Key Lab Power Syst, Dept Thermal Engn, Tsinghua BP Clean Energy Ctr, Beijing 100084, Peoples R ChinaUniv Calif Irvine, Dept Mech & Aerosp Engn, RERL, Irvine, CA 92697 USA
机构:
Pacific Northwest Natl Lab, Richland, WA 99354 USAPacific Northwest Natl Lab, Richland, WA 99354 USA
Harilal, Sivanandan S.
Shaik, Abdul K.
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机构:
Pacific Northwest Natl Lab, Richland, WA 99354 USAPacific Northwest Natl Lab, Richland, WA 99354 USA
Shaik, Abdul K.
Kautz, Elizabeth J.
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h-index: 0
机构:
Pacific Northwest Natl Lab, Richland, WA 99354 USA
North Carolina State Univ, Nucl Engn Dept, Raleigh, NC 27695 USAPacific Northwest Natl Lab, Richland, WA 99354 USA
Kautz, Elizabeth J.
Devaraj, Arun
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机构:
Pacific Northwest Natl Lab, Richland, WA 99354 USAPacific Northwest Natl Lab, Richland, WA 99354 USA
Devaraj, Arun
Casella, Andrew M.
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机构:
Pacific Northwest Natl Lab, Richland, WA 99354 USAPacific Northwest Natl Lab, Richland, WA 99354 USA
Casella, Andrew M.
Senor, David J.
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机构:
Pacific Northwest Natl Lab, Richland, WA 99354 USAPacific Northwest Natl Lab, Richland, WA 99354 USA